Classifying Spams Using Spark MLlib

binary-classification.ipynb

Home >Computer Science homework help >Classifying Spams Using Spark MLlib

{"cells":[{"cell_type":"markdown","source":["# Binary Classification Example"],"metadata":{}},{"cell_type":"markdown","source":["The Pipelines API provides higher-level API built on top of DataFrames for constructing ML pipelines.\nYou can read more about the Pipelines API in the [programming guide](https://spark.apache.org/docs/latest/ml-guide.html).\n\n**Binary Classification** is the task of predicting a binary label.\nE.g., is an email spam or not spam? Should I show this ad to this user or not? Will it rain tomorrow or not?\nThis section demonstrates algorithms for making these types of predictions."],"metadata":{}},{"cell_type":"markdown","source":["## Dataset Review"],"metadata":{}},{"cell_type":"markdown","source":["The Adult dataset we are going to use is publicly available at the [UCI Machine Learning Repository](https://archive.ics.uci.edu/ml/datasets/Adult).\nThis data derives from census data, and consists of information about 48842 individuals and their annual income.\nWe will use this information to predict if an individual earns **<=50K or >50k** a year.\nThe dataset is rather clean, and consists of both numeric and categorical variables.\n\nAttribute Information:\n\n- age: continuous\n- workclass: Private,Self-emp-not-inc, Self-emp-inc, Federal-gov, Local-gov, State-gov, Without-pay, Never-worked\n- fnlwgt: continuous\n- education: Bachelors, Some-college, 11th, HS-grad, Prof-school, Assoc-acdm, Assoc-voc...\n- education-num: continuous\n- marital-status: Married-civ-spouse, Divorced, Never-married, Separated, Widowed, Married-spouse-absent...\n- occupation: Tech-support, Craft-repair, Other-service, Sales, Exec-managerial, Prof-specialty, Handlers-cleaners...\n- relationship: Wife, Own-child, Husband, Not-in-family, Other-relative, Unmarried\n- race: White, Asian-Pac-Islander, Amer-Indian-Eskimo, Other, Black\n- sex: Female, Male\n- capital-gain: continuous\n- capital-loss: continuous\n- hours-per-week: continuous\n- native-country: United-States, Cambodia, England, Puerto-Rico, Canada, Germany...\n\nTarget/Label: - <=50K, >50K"],"metadata":{}},{"cell_type":"markdown","source":["## Load Data"],"metadata":{}},{"cell_type":"markdown","source":["In this example, we will read in the Adult dataset from databricks-datasets.\nWe'll read in the data using the CSV data source for Spark and rename the columns appropriately."],"metadata":{}},{"cell_type":"code","source":["%fs ls databricks-datasets/adult/adult.data"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .table-result-container {\n max-height: 300px;\n overflow: auto;\n }\n table, th, td {\n border: 1px solid black;\n border-collapse: collapse;\n }\n th, td {\n padding: 5px;\n }\n th {\n text-align: left;\n }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>path</th><th>name</th><th>size</th></tr></thead><tbody><tr><td>dbfs:/databricks-datasets/adult/adult.data</td><td>adult.data</td><td>3974305</td></tr></tbody></table></div>"]}}],"execution_count":7},{"cell_type":"code","source":["%fs head databricks-datasets/adult/adult.data"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\">[Truncated to first 65536 bytes]\n39, State-gov, 77516, Bachelors, 13, Never-married, Adm-clerical, Not-in-family, White, Male, 2174, 0, 40, United-States, <=50K\n50, Self-emp-not-inc, 83311, Bachelors, 13, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 0, 13, United-States, <=50K\n38, Private, 215646, HS-grad, 9, Divorced, Handlers-cleaners, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n53, Private, 234721, 11th, 7, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male, 0, 0, 40, United-States, <=50K\n28, Private, 338409, Bachelors, 13, Married-civ-spouse, Prof-specialty, Wife, Black, Female, 0, 0, 40, Cuba, <=50K\n37, Private, 284582, Masters, 14, Married-civ-spouse, Exec-managerial, Wife, White, Female, 0, 0, 40, United-States, <=50K\n49, Private, 160187, 9th, 5, Married-spouse-absent, Other-service, Not-in-family, Black, Female, 0, 0, 16, Jamaica, <=50K\n52, Self-emp-not-inc, 209642, HS-grad, 9, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 0, 45, United-States, >50K\n31, Private, 45781, Masters, 14, Never-married, Prof-specialty, Not-in-family, White, Female, 14084, 0, 50, United-States, >50K\n42, Private, 159449, Bachelors, 13, Married-civ-spouse, Exec-managerial, Husband, White, Male, 5178, 0, 40, United-States, >50K\n37, Private, 280464, Some-college, 10, Married-civ-spouse, Exec-managerial, Husband, Black, Male, 0, 0, 80, United-States, >50K\n30, State-gov, 141297, Bachelors, 13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male, 0, 0, 40, India, >50K\n23, Private, 122272, Bachelors, 13, Never-married, Adm-clerical, Own-child, White, Female, 0, 0, 30, United-States, <=50K\n32, Private, 205019, Assoc-acdm, 12, Never-married, Sales, Not-in-family, Black, Male, 0, 0, 50, United-States, <=50K\n40, Private, 121772, Assoc-voc, 11, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male, 0, 0, 40, ?, >50K\n34, Private, 245487, 7th-8th, 4, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male, 0, 0, 45, Mexico, <=50K\n25, Self-emp-not-inc, 176756, HS-grad, 9, Never-married, Farming-fishing, Own-child, White, Male, 0, 0, 35, United-States, <=50K\n32, Private, 186824, HS-grad, 9, Never-married, Machine-op-inspct, Unmarried, White, Male, 0, 0, 40, United-States, <=50K\n38, Private, 28887, 11th, 7, Married-civ-spouse, Sales, Husband, White, Male, 0, 0, 50, United-States, <=50K\n43, Self-emp-not-inc, 292175, Masters, 14, Divorced, Exec-managerial, Unmarried, White, Female, 0, 0, 45, United-States, >50K\n40, Private, 193524, Doctorate, 16, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 60, United-States, >50K\n54, Private, 302146, HS-grad, 9, Separated, Other-service, Unmarried, Black, Female, 0, 0, 20, United-States, <=50K\n35, Federal-gov, 76845, 9th, 5, Married-civ-spouse, Farming-fishing, Husband, Black, Male, 0, 0, 40, United-States, <=50K\n43, Private, 117037, 11th, 7, Married-civ-spouse, Transport-moving, Husband, White, Male, 0, 2042, 40, United-States, <=50K\n59, Private, 109015, HS-grad, 9, Divorced, Tech-support, Unmarried, White, Female, 0, 0, 40, United-States, <=50K\n56, Local-gov, 216851, Bachelors, 13, Married-civ-spouse, Tech-support, Husband, White, Male, 0, 0, 40, United-States, >50K\n19, Private, 168294, HS-grad, 9, Never-married, Craft-repair, Own-child, White, Male, 0, 0, 40, United-States, <=50K\n54, ?, 180211, Some-college, 10, Married-civ-spouse, ?, Husband, Asian-Pac-Islander, Male, 0, 0, 60, South, >50K\n39, Private, 367260, HS-grad, 9, Divorced, Exec-managerial, Not-in-family, White, Male, 0, 0, 80, United-States, <=50K\n49, Private, 193366, HS-grad, 9, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 0, 40, United-States, <=50K\n23, Local-gov, 190709, Assoc-acdm, 12, Never-married, Protective-serv, Not-in-family, White, Male, 0, 0, 52, United-States, <=50K\n20, Private, 266015, Some-college, 10, Never-married, Sales, Own-child, Black, Male, 0, 0, 44, United-States, <=50K\n45, Private, 386940, Bachelors, 13, Divorced, Exec-managerial, Own-child, White, Male, 0, 1408, 40, United-States, <=50K\n30, Federal-gov, 59951, Some-college, 10, Married-civ-spouse, Adm-clerical, Own-child, White, Male, 0, 0, 40, United-States, <=50K\n22, State-gov, 311512, Some-college, 10, Married-civ-spouse, Other-service, Husband, Black, Male, 0, 0, 15, United-States, <=50K\n48, Private, 242406, 11th, 7, Never-married, Machine-op-inspct, Unmarried, White, Male, 0, 0, 40, Puerto-Rico, <=50K\n21, Private, 197200, Some-college, 10, Never-married, Machine-op-inspct, Own-child, White, Male, 0, 0, 40, United-States, <=50K\n19, Private, 544091, HS-grad, 9, Married-AF-spouse, Adm-clerical, Wife, White, Female, 0, 0, 25, United-States, <=50K\n31, Private, 84154, Some-college, 10, Married-civ-spouse, Sales, Husband, White, Male, 0, 0, 38, ?, >50K\n48, Self-emp-not-inc, 265477, Assoc-acdm, 12, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 40, United-States, <=50K\n31, Private, 507875, 9th, 5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male, 0, 0, 43, United-States, <=50K\n53, Self-emp-not-inc, 88506, Bachelors, 13, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 40, United-States, <=50K\n24, Private, 172987, Bachelors, 13, Married-civ-spouse, Tech-support, Husband, White, Male, 0, 0, 50, United-States, <=50K\n49, Private, 94638, HS-grad, 9, Separated, Adm-clerical, Unmarried, White, Female, 0, 0, 40, United-States, <=50K\n25, Private, 289980, HS-grad, 9, Never-married, Handlers-cleaners, Not-in-family, White, Male, 0, 0, 35, United-States, <=50K\n57, Federal-gov, 337895, Bachelors, 13, Married-civ-spouse, Prof-specialty, Husband, Black, Male, 0, 0, 40, United-States, >50K\n53, Private, 144361, HS-grad, 9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male, 0, 0, 38, United-States, <=50K\n44, Private, 128354, Masters, 14, Divorced, Exec-managerial, Unmarried, White, Female, 0, 0, 40, United-States, <=50K\n41, State-gov, 101603, Assoc-voc, 11, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 0, 40, United-States, <=50K\n29, Private, 271466, Assoc-voc, 11, Never-married, Prof-specialty, Not-in-family, White, Male, 0, 0, 43, United-States, <=50K\n25, Private, 32275, Some-college, 10, Married-civ-spouse, Exec-managerial, Wife, Other, Female, 0, 0, 40, United-States, <=50K\n18, Private, 226956, HS-grad, 9, Never-married, Other-service, Own-child, White, Female, 0, 0, 30, ?, <=50K\n47, Private, 51835, Prof-school, 15, Married-civ-spouse, Prof-specialty, Wife, White, Female, 0, 1902, 60, Honduras, >50K\n50, Federal-gov, 251585, Bachelors, 13, Divorced, Exec-managerial, Not-in-family, White, Male, 0, 0, 55, United-States, >50K\n47, Self-emp-inc, 109832, HS-grad, 9, Divorced, Exec-managerial, Not-in-family, White, Male, 0, 0, 60, United-States, <=50K\n43, Private, 237993, Some-college, 10, Married-civ-spouse, Tech-support, Husband, White, Male, 0, 0, 40, United-States, >50K\n46, Private, 216666, 5th-6th, 3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male, 0, 0, 40, Mexico, <=50K\n35, Private, 56352, Assoc-voc, 11, Married-civ-spouse, Other-service, Husband, White, Male, 0, 0, 40, Puerto-Rico, <=50K\n41, Private, 147372, HS-grad, 9, Married-civ-spouse, Adm-clerical, Husband, White, Male, 0, 0, 48, United-States, <=50K\n30, Private, 188146, HS-grad, 9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male, 5013, 0, 40, United-States, <=50K\n30, Private, 59496, Bachelors, 13, Married-civ-spouse, Sales, Husband, White, Male, 2407, 0, 40, United-States, <=50K\n32, ?, 293936, 7th-8th, 4, Married-spouse-absent, ?, Not-in-family, White, Male, 0, 0, 40, ?, <=50K\n48, Private, 149640, HS-grad, 9, Married-civ-spouse, Transport-moving, Husband, White, Male, 0, 0, 40, United-States, <=50K\n42, Private, 116632, Doctorate, 16, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 45, United-States, >50K\n29, Private, 105598, Some-college, 10, Divorced, Tech-support, Not-in-family, White, Male, 0, 0, 58, United-States, <=50K\n36, Private, 155537, HS-grad, 9, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 0, 40, United-States, <=50K\n28, Private, 183175, Some-college, 10, Divorced, Adm-clerical, Not-in-family, White, Female, 0, 0, 40, United-States, <=50K\n53, Private, 169846, HS-grad, 9, Married-civ-spouse, Adm-clerical, Wife, White, Female, 0, 0, 40, United-States, >50K\n49, Self-emp-inc, 191681, Some-college, 10, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 0, 50, United-States, >50K\n25, ?, 200681, Some-college, 10, Never-married, ?, Own-child, White, Male, 0, 0, 40, United-States, <=50K\n19, Private, 101509, Some-college, 10, Never-married, Prof-specialty, Own-child, White, Male, 0, 0, 32, United-States, <=50K\n31, Private, 309974, Bachelors, 13, Separated, Sales, Own-child, Black, Female, 0, 0, 40, United-States, <=50K\n29, Self-emp-not-inc, 162298, Bachelors, 13, Married-civ-spouse, Sales, Husband, White, Male, 0, 0, 70, United-States, >50K\n23, Private, 211678, Some-college, 10, Never-married, Machine-op-inspct, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n79, Private, 124744, Some-college, 10, Married-civ-spouse, Prof-specialty, Other-relative, White, Male, 0, 0, 20, United-States, <=50K\n27, Private, 213921, HS-grad, 9, Never-married, Other-service, Own-child, White, Male, 0, 0, 40, Mexico, <=50K\n40, Private, 32214, Assoc-acdm, 12, Married-civ-spouse, Adm-clerical, Husband, White, Male, 0, 0, 40, United-States, <=50K\n67, ?, 212759, 10th, 6, Married-civ-spouse, ?, Husband, White, Male, 0, 0, 2, United-States, <=50K\n18, Private, 309634, 11th, 7, Never-married, Other-service, Own-child, White, Female, 0, 0, 22, United-States, <=50K\n31, Local-gov, 125927, 7th-8th, 4, Married-civ-spouse, Farming-fishing, Husband, White, Male, 0, 0, 40, United-States, <=50K\n18, Private, 446839, HS-grad, 9, Never-married, Sales, Not-in-family, White, Male, 0, 0, 30, United-States, <=50K\n52, Private, 276515, Bachelors, 13, Married-civ-spouse, Other-service, Husband, White, Male, 0, 0, 40, Cuba, <=50K\n46, Private, 51618, HS-grad, 9, Married-civ-spouse, Other-service, Wife, White, Female, 0, 0, 40, United-States, <=50K\n59, Private, 159937, HS-grad, 9, Married-civ-spouse, Sales, Husband, White, Male, 0, 0, 48, United-States, <=50K\n44, Private, 343591, HS-grad, 9, Divorced, Craft-repair, Not-in-family, White, Female, 14344, 0, 40, United-States, >50K\n53, Private, 346253, HS-grad, 9, Divorced, Sales, Own-child, White, Female, 0, 0, 35, United-States, <=50K\n49, Local-gov, 268234, HS-grad, 9, Married-civ-spouse, Protective-serv, Husband, White, Male, 0, 0, 40, United-States, >50K\n33, Private, 202051, Masters, 14, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 50, United-States, <=50K\n30, Private, 54334, 9th, 5, Never-married, Sales, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n43, Federal-gov, 410867, Doctorate, 16, Never-married, Prof-specialty, Not-in-family, White, Female, 0, 0, 50, United-States, >50K\n57, Private, 249977, Assoc-voc, 11, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 40, United-States, <=50K\n37, Private, 286730, Some-college, 10, Divorced, Craft-repair, Unmarried, White, Female, 0, 0, 40, United-States, <=50K\n28, Private, 212563, Some-college, 10, Divorced, Machine-op-inspct, Unmarried, Black, Female, 0, 0, 25, United-States, <=50K\n30, Private, 117747, HS-grad, 9, Married-civ-spouse, Sales, Wife, Asian-Pac-Islander, Female, 0, 1573, 35, ?, <=50K\n34, Local-gov, 226296, Bachelors, 13, Married-civ-spouse, Protective-serv, Husband, White, Male, 0, 0, 40, United-States, >50K\n29, Local-gov, 115585, Some-college, 10, Never-married, Handlers-cleaners, Not-in-family, White, Male, 0, 0, 50, United-States, <=50K\n48, Self-emp-not-inc, 191277, Doctorate, 16, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 1902, 60, United-States, >50K\n37, Private, 202683, Some-college, 10, Married-civ-spouse, Sales, Husband, White, Male, 0, 0, 48, United-States, >50K\n48, Private, 171095, Assoc-acdm, 12, Divorced, Exec-managerial, Unmarried, White, Female, 0, 0, 40, England, <=50K\n32, Federal-gov, 249409, HS-grad, 9, Never-married, Other-service, Own-child, Black, Male, 0, 0, 40, United-States, <=50K\n76, Private, 124191, Masters, 14, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 0, 40, United-States, >50K\n44, Private, 198282, Bachelors, 13, Married-civ-spouse, Exec-managerial, Husband, White, Male, 15024, 0, 60, United-States, >50K\n47, Self-emp-not-inc, 149116, Masters, 14, Never-married, Prof-specialty, Not-in-family, White, Female, 0, 0, 50, United-States, <=50K\n20, Private, 188300, Some-college, 10, Never-married, Tech-support, Own-child, White, Female, 0, 0, 40, United-States, <=50K\n29, Private, 103432, HS-grad, 9, Never-married, Craft-repair, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n32, Self-emp-inc, 317660, HS-grad, 9, Married-civ-spouse, Craft-repair, Husband, White, Male, 7688, 0, 40, United-States, >50K\n17, ?, 304873, 10th, 6, Never-married, ?, Own-child, White, Female, 34095, 0, 32, United-States, <=50K\n30, Private, 194901, 11th, 7, Never-married, Handlers-cleaners, Own-child, White, Male, 0, 0, 40, United-States, <=50K\n31, Local-gov, 189265, HS-grad, 9, Never-married, Adm-clerical, Not-in-family, White, Female, 0, 0, 40, United-States, <=50K\n42, Private, 124692, HS-grad, 9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male, 0, 0, 40, United-States, <=50K\n24, Private, 432376, Bachelors, 13, Never-married, Sales, Other-relative, White, Male, 0, 0, 40, United-States, <=50K\n38, Private, 65324, Prof-school, 15, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 40, United-States, >50K\n56, Self-emp-not-inc, 335605, HS-grad, 9, Married-civ-spouse, Other-service, Husband, White, Male, 0, 1887, 50, Canada, >50K\n28, Private, 377869, Some-college, 10, Married-civ-spouse, Sales, Wife, White, Female, 4064, 0, 25, United-States, <=50K\n36, Private, 102864, HS-grad, 9, Never-married, Machine-op-inspct, Own-child, White, Female, 0, 0, 40, United-States, <=50K\n53, Private, 95647, 9th, 5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male, 0, 0, 50, United-States, <=50K\n56, Self-emp-inc, 303090, Some-college, 10, Married-civ-spouse, Sales, Husband, White, Male, 0, 0, 50, United-States, <=50K\n49, Local-gov, 197371, Assoc-voc, 11, Married-civ-spouse, Craft-repair, Husband, Black, Male, 0, 0, 40, United-States, >50K\n55, Private, 247552, Some-college, 10, Married-civ-spouse, Sales, Husband, White, Male, 0, 0, 56, United-States, <=50K\n22, Private, 102632, HS-grad, 9, Never-married, Craft-repair, Not-in-family, White, Male, 0, 0, 41, United-States, <=50K\n21, Private, 199915, Some-college, 10, Never-married, Other-service, Own-child, White, Female, 0, 0, 40, United-States, <=50K\n40, Private, 118853, Bachelors, 13, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 0, 60, United-States, <=50K\n30, Private, 77143, Bachelors, 13, Never-married, Exec-managerial, Own-child, Black, Male, 0, 0, 40, Germany, <=50K\n29, State-gov, 267989, Bachelors, 13, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 50, United-States, >50K\n19, Private, 301606, Some-college, 10, Never-married, Other-service, Own-child, Black, Male, 0, 0, 35, United-States, <=50K\n47, Private, 287828, Bachelors, 13, Married-civ-spouse, Exec-managerial, Wife, White, Female, 0, 0, 40, United-States, >50K\n20, Private, 111697, Some-college, 10, Never-married, Adm-clerical, Own-child, White, Female, 0, 1719, 28, United-States, <=50K\n31, Private, 114937, Assoc-acdm, 12, Married-civ-spouse, Adm-clerical, Husband, White, Male, 0, 0, 40, United-States, >50K\n35, ?, 129305, HS-grad, 9, Married-civ-spouse, ?, Husband, White, Male, 0, 0, 40, United-States, <=50K\n39, Private, 365739, Some-college, 10, Divorced, Craft-repair, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n28, Private, 69621, Assoc-acdm, 12, Never-married, Sales, Not-in-family, White, Female, 0, 0, 60, United-States, <=50K\n24, Private, 43323, HS-grad, 9, Never-married, Other-service, Not-in-family, White, Female, 0, 1762, 40, United-States, <=50K\n38, Self-emp-not-inc, 120985, HS-grad, 9, Married-civ-spouse, Craft-repair, Husband, White, Male, 4386, 0, 35, United-States, <=50K\n37, Private, 254202, Bachelors, 13, Married-civ-spouse, Sales, Husband, White, Male, 0, 0, 50, United-States, <=50K\n46, Private, 146195, Assoc-acdm, 12, Divorced, Tech-support, Not-in-family, Black, Female, 0, 0, 36, United-States, <=50K\n38, Federal-gov, 125933, Masters, 14, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 40, Iran, >50K\n43, Self-emp-not-inc, 56920, HS-grad, 9, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 0, 60, United-States, <=50K\n27, Private, 163127, Assoc-voc, 11, Married-civ-spouse, Adm-clerical, Wife, White, Female, 0, 0, 35, United-States, <=50K\n20, Private, 34310, Some-college, 10, Never-married, Sales, Own-child, White, Male, 0, 0, 20, United-States, <=50K\n49, Private, 81973, Some-college, 10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male, 0, 0, 40, United-States, >50K\n61, Self-emp-inc, 66614, HS-grad, 9, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 0, 40, United-States, <=50K\n27, Private, 232782, Some-college, 10, Never-married, Sales, Own-child, White, Female, 0, 0, 40, United-States, <=50K\n19, Private, 316868, Some-college, 10, Never-married, Other-service, Own-child, White, Male, 0, 0, 30, Mexico, <=50K\n45, Private, 196584, Assoc-voc, 11, Never-married, Prof-specialty, Not-in-family, White, Female, 0, 1564, 40, United-States, >50K\n70, Private, 105376, Some-college, 10, Never-married, Tech-support, Other-relative, White, Male, 0, 0, 40, United-States, <=50K\n31, Private, 185814, HS-grad, 9, Never-married, Transport-moving, Unmarried, Black, Female, 0, 0, 30, United-States, <=50K\n22, Private, 175374, Some-college, 10, Married-civ-spouse, Other-service, Husband, White, Male, 0, 0, 24, United-States, <=50K\n36, Private, 108293, HS-grad, 9, Widowed, Other-service, Unmarried, White, Female, 0, 0, 24, United-States, <=50K\n64, Private, 181232, 11th, 7, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 2179, 40, United-States, <=50K\n43, ?, 174662, Some-college, 10, Divorced, ?, Not-in-family, White, Female, 0, 0, 40, United-States, <=50K\n47, Local-gov, 186009, Some-college, 10, Divorced, Adm-clerical, Unmarried, White, Female, 0, 0, 38, Mexico, <=50K\n34, Private, 198183, HS-grad, 9, Never-married, Adm-clerical, Not-in-family, White, Female, 0, 0, 40, United-States, <=50K\n33, Private, 163003, Bachelors, 13, Never-married, Exec-managerial, Other-relative, Asian-Pac-Islander, Female, 0, 0, 40, Philippines, <=50K\n21, Private, 296158, HS-grad, 9, Never-married, Craft-repair, Own-child, White, Male, 0, 0, 35, United-States, <=50K\n52, ?, 252903, HS-grad, 9, Divorced, ?, Not-in-family, White, Male, 0, 0, 45, United-States, >50K\n48, Private, 187715, HS-grad, 9, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 0, 46, United-States, <=50K\n23, Private, 214542, Bachelors, 13, Never-married, Handlers-cleaners, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n71, Self-emp-not-inc, 494223, Some-college, 10, Separated, Sales, Unmarried, Black, Male, 0, 1816, 2, United-States, <=50K\n29, Private, 191535, HS-grad, 9, Divorced, Craft-repair, Not-in-family, White, Male, 0, 0, 60, United-States, <=50K\n42, Private, 228456, Bachelors, 13, Separated, Other-service, Other-relative, Black, Male, 0, 0, 50, United-States, <=50K\n68, ?, 38317, 1st-4th, 2, Divorced, ?, Not-in-family, White, Female, 0, 0, 20, United-States, <=50K\n25, Private, 252752, HS-grad, 9, Never-married, Other-service, Unmarried, White, Female, 0, 0, 40, United-States, <=50K\n44, Self-emp-inc, 78374, Masters, 14, Divorced, Exec-managerial, Unmarried, Asian-Pac-Islander, Female, 0, 0, 40, United-States, <=50K\n28, Private, 88419, HS-grad, 9, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female, 0, 0, 40, England, <=50K\n45, Self-emp-not-inc, 201080, Masters, 14, Married-civ-spouse, Sales, Husband, White, Male, 0, 0, 40, United-States, >50K\n36, Private, 207157, Some-college, 10, Divorced, Other-service, Unmarried, White, Female, 0, 0, 40, Mexico, <=50K\n39, Federal-gov, 235485, Assoc-acdm, 12, Never-married, Exec-managerial, Not-in-family, White, Male, 0, 0, 42, United-States, <=50K\n46, State-gov, 102628, Masters, 14, Widowed, Protective-serv, Unmarried, White, Male, 0, 0, 40, United-States, <=50K\n18, Private, 25828, 11th, 7, Never-married, Handlers-cleaners, Own-child, White, Male, 0, 0, 16, United-States, <=50K\n66, Local-gov, 54826, Assoc-voc, 11, Widowed, Prof-specialty, Not-in-family, White, Female, 0, 0, 20, United-States, <=50K\n27, Private, 124953, HS-grad, 9, Never-married, Other-service, Not-in-family, White, Male, 0, 1980, 40, United-States, <=50K\n28, State-gov, 175325, HS-grad, 9, Married-civ-spouse, Protective-serv, Husband, White, Male, 0, 0, 40, United-States, <=50K\n51, Private, 96062, Some-college, 10, Married-civ-spouse, Sales, Husband, White, Male, 0, 1977, 40, United-States, >50K\n27, Private, 428030, Bachelors, 13, Never-married, Craft-repair, Not-in-family, White, Male, 0, 0, 50, United-States, <=50K\n28, State-gov, 149624, Bachelors, 13, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 40, United-States, >50K\n27, Private, 253814, HS-grad, 9, Married-spouse-absent, Sales, Unmarried, White, Female, 0, 0, 25, United-States, <=50K\n21, Private, 312956, HS-grad, 9, Never-married, Craft-repair, Own-child, Black, Male, 0, 0, 40, United-States, <=50K\n34, Private, 483777, HS-grad, 9, Never-married, Handlers-cleaners, Not-in-family, Black, Male, 0, 0, 40, United-States, <=50K\n18, Private, 183930, HS-grad, 9, Never-married, Other-service, Own-child, White, Male, 0, 0, 12, United-States, <=50K\n33, Private, 37274, Bachelors, 13, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 65, United-States, <=50K\n44, Local-gov, 181344, Some-college, 10, Married-civ-spouse, Exec-managerial, Husband, Black, Male, 0, 0, 38, United-States, >50K\n43, Private, 114580, Some-college, 10, Divorced, Adm-clerical, Not-in-family, White, Female, 0, 0, 40, United-States, <=50K\n30, Private, 633742, Some-college, 10, Never-married, Craft-repair, Not-in-family, Black, Male, 0, 0, 45, United-States, <=50K\n40, Private, 286370, 7th-8th, 4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male, 0, 0, 40, Mexico, >50K\n37, Federal-gov, 29054, Some-college, 10, Married-civ-spouse, Adm-clerical, Husband, White, Male, 0, 0, 42, United-States, >50K\n34, Private, 304030, HS-grad, 9, Married-civ-spouse, Adm-clerical, Husband, Black, Male, 0, 0, 40, United-States, <=50K\n41, Self-emp-not-inc, 143129, Bachelors, 13, Divorced, Exec-managerial, Not-in-family, White, Female, 0, 0, 40, United-States, <=50K\n53, ?, 135105, Bachelors, 13, Divorced, ?, Not-in-family, White, Female, 0, 0, 50, United-States, <=50K\n31, Private, 99928, Masters, 14, Married-civ-spouse, Prof-specialty, Wife, White, Female, 0, 0, 50, United-States, <=50K\n58, State-gov, 109567, Doctorate, 16, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 1, United-States, >50K\n38, Private, 155222, Some-college, 10, Divorced, Machine-op-inspct, Not-in-family, Black, Female, 0, 0, 28, United-States, <=50K\n24, Private, 159567, Some-college, 10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male, 0, 0, 40, United-States, <=50K\n41, Local-gov, 523910, Bachelors, 13, Married-civ-spouse, Craft-repair, Husband, Black, Male, 0, 0, 40, United-States, <=50K\n47, Private, 120939, Some-college, 10, Married-civ-spouse, Tech-support, Husband, White, Male, 0, 0, 45, United-States, <=50K\n41, Federal-gov, 130760, Bachelors, 13, Married-civ-spouse, Tech-support, Husband, White, Male, 0, 0, 24, United-States, <=50K\n23, Private, 197387, 5th-6th, 3, Married-civ-spouse, Transport-moving, Other-relative, White, Male, 0, 0, 40, Mexico, <=50K\n36, Private, 99374, Some-college, 10, Divorced, Craft-repair, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n40, Federal-gov, 56795, Masters, 14, Never-married, Exec-managerial, Not-in-family, White, Female, 14084, 0, 55, United-States, >50K\n35, Private, 138992, Masters, 14, Married-civ-spouse, Prof-specialty, Other-relative, White, Male, 7298, 0, 40, United-States, >50K\n24, Self-emp-not-inc, 32921, HS-grad, 9, Never-married, Sales, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n26, Private, 397317, Masters, 14, Never-married, Prof-specialty, Not-in-family, White, Female, 0, 1876, 40, United-States, <=50K\n19, ?, 170653, HS-grad, 9, Never-married, ?, Own-child, White, Male, 0, 0, 40, Italy, <=50K\n51, Private, 259323, Bachelors, 13, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 0, 50, United-States, >50K\n42, Local-gov, 254817, Some-college, 10, Never-married, Prof-specialty, Not-in-family, White, Female, 0, 1340, 40, United-States, <=50K\n37, State-gov, 48211, HS-grad, 9, Divorced, Adm-clerical, Unmarried, White, Female, 0, 0, 35, United-States, <=50K\n\n*** WARNING: skipped 15520 bytes of output ***\n\n47, Private, 178686, Assoc-voc, 11, Never-married, Other-service, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n55, Local-gov, 98545, 10th, 6, Married-civ-spouse, Adm-clerical, Husband, White, Male, 0, 0, 40, United-States, <=50K\n53, Private, 242606, HS-grad, 9, Married-civ-spouse, Transport-moving, Husband, White, Male, 0, 0, 40, United-States, <=50K\n17, Private, 270942, 5th-6th, 3, Never-married, Other-service, Other-relative, White, Male, 0, 0, 48, Mexico, <=50K\n30, Private, 94235, HS-grad, 9, Never-married, Craft-repair, Other-relative, White, Male, 0, 0, 40, United-States, <=50K\n49, Private, 71195, Masters, 14, Never-married, Prof-specialty, Not-in-family, White, Male, 0, 0, 60, United-States, <=50K\n19, Private, 104112, HS-grad, 9, Never-married, Sales, Unmarried, Black, Male, 0, 0, 30, Haiti, <=50K\n45, Private, 261192, HS-grad, 9, Married-civ-spouse, Other-service, Husband, Black, Male, 0, 0, 40, United-States, <=50K\n26, Private, 94936, Assoc-acdm, 12, Never-married, Sales, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n38, Private, 296478, Assoc-voc, 11, Married-civ-spouse, Craft-repair, Husband, White, Male, 7298, 0, 40, United-States, >50K\n36, State-gov, 119272, HS-grad, 9, Married-civ-spouse, Protective-serv, Husband, White, Male, 7298, 0, 40, United-States, >50K\n33, Private, 85043, HS-grad, 9, Never-married, Farming-fishing, Not-in-family, White, Male, 0, 0, 20, United-States, <=50K\n22, State-gov, 293364, Some-college, 10, Never-married, Protective-serv, Own-child, Black, Female, 0, 0, 40, United-States, <=50K\n43, Self-emp-not-inc, 241895, Bachelors, 13, Never-married, Sales, Not-in-family, White, Male, 0, 0, 42, United-States, <=50K\n67, ?, 36135, 11th, 7, Married-civ-spouse, ?, Husband, White, Male, 0, 0, 8, United-States, <=50K\n30, ?, 151989, Assoc-voc, 11, Divorced, ?, Unmarried, White, Female, 0, 0, 40, United-States, <=50K\n56, Private, 101128, Assoc-acdm, 12, Married-spouse-absent, Other-service, Not-in-family, White, Male, 0, 0, 25, Iran, <=50K\n31, Private, 156464, Bachelors, 13, Never-married, Prof-specialty, Own-child, White, Male, 0, 0, 25, United-States, <=50K\n33, Private, 117963, Bachelors, 13, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 0, 40, United-States, >50K\n26, Private, 192262, HS-grad, 9, Married-civ-spouse, Other-service, Husband, White, Male, 0, 0, 40, United-States, <=50K\n33, Private, 111363, Bachelors, 13, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 0, 40, United-States, >50K\n46, Local-gov, 329752, 11th, 7, Married-civ-spouse, Transport-moving, Husband, White, Male, 0, 0, 30, United-States, <=50K\n59, ?, 372020, Bachelors, 13, Married-civ-spouse, ?, Husband, White, Male, 0, 0, 40, United-States, >50K\n38, Federal-gov, 95432, HS-grad, 9, Married-civ-spouse, Adm-clerical, Husband, White, Male, 0, 0, 40, United-States, >50K\n65, Private, 161400, 11th, 7, Widowed, Other-service, Unmarried, Other, Male, 0, 0, 40, United-States, <=50K\n40, Private, 96129, Assoc-voc, 11, Married-civ-spouse, Tech-support, Husband, White, Male, 0, 0, 40, United-States, >50K\n42, Private, 111949, HS-grad, 9, Married-civ-spouse, Adm-clerical, Wife, White, Female, 0, 0, 35, United-States, <=50K\n26, Self-emp-not-inc, 117125, 9th, 5, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 0, 40, Portugal, <=50K\n36, Private, 348022, 10th, 6, Married-civ-spouse, Other-service, Wife, White, Female, 0, 0, 24, United-States, <=50K\n62, Private, 270092, Masters, 14, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 40, United-States, >50K\n43, Private, 180609, Bachelors, 13, Married-civ-spouse, Transport-moving, Husband, White, Male, 0, 0, 45, United-States, <=50K\n43, Private, 174575, Bachelors, 13, Divorced, Exec-managerial, Not-in-family, White, Male, 0, 1564, 45, United-States, >50K\n22, Private, 410439, HS-grad, 9, Married-spouse-absent, Sales, Not-in-family, White, Male, 0, 0, 55, United-States, <=50K\n28, Private, 92262, HS-grad, 9, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 0, 40, United-States, <=50K\n56, Self-emp-not-inc, 183081, Some-college, 10, Married-civ-spouse, Sales, Husband, White, Male, 0, 0, 45, United-States, <=50K\n22, Private, 362589, Assoc-acdm, 12, Never-married, Sales, Not-in-family, White, Female, 0, 0, 15, United-States, <=50K\n57, Private, 212448, Bachelors, 13, Divorced, Exec-managerial, Not-in-family, White, Female, 0, 0, 45, United-States, >50K\n39, Private, 481060, HS-grad, 9, Divorced, Sales, Unmarried, White, Female, 0, 0, 40, United-States, <=50K\n26, Federal-gov, 185885, Some-college, 10, Never-married, Adm-clerical, Unmarried, White, Female, 0, 0, 15, United-States, <=50K\n17, Private, 89821, 11th, 7, Never-married, Other-service, Own-child, White, Male, 0, 0, 10, United-States, <=50K\n40, State-gov, 184018, Assoc-voc, 11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male, 0, 0, 38, United-States, >50K\n45, Private, 256649, HS-grad, 9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male, 0, 0, 40, United-States, <=50K\n44, Private, 160323, HS-grad, 9, Never-married, Craft-repair, Not-in-family, Black, Male, 0, 0, 40, United-States, <=50K\n20, Local-gov, 350845, Some-college, 10, Never-married, Adm-clerical, Own-child, White, Female, 0, 0, 10, United-States, <=50K\n33, Private, 267404, HS-grad, 9, Married-civ-spouse, Craft-repair, Wife, White, Female, 0, 0, 40, United-States, <=50K\n23, Private, 35633, Some-college, 10, Never-married, Sales, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n46, Self-emp-not-inc, 80914, Masters, 14, Divorced, Exec-managerial, Not-in-family, White, Male, 0, 0, 30, United-States, <=50K\n38, Private, 172927, HS-grad, 9, Married-civ-spouse, Sales, Husband, White, Male, 0, 0, 50, United-States, <=50K\n54, Private, 174319, HS-grad, 9, Divorced, Transport-moving, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n46, Private, 214955, 5th-6th, 3, Divorced, Craft-repair, Not-in-family, White, Female, 0, 2339, 45, United-States, <=50K\n25, Private, 344991, Some-college, 10, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 0, 40, United-States, <=50K\n46, Private, 108699, Some-college, 10, Divorced, Sales, Not-in-family, White, Female, 0, 0, 40, United-States, <=50K\n36, Local-gov, 117312, Some-college, 10, Married-civ-spouse, Transport-moving, Wife, White, Female, 0, 0, 40, United-States, <=50K\n23, Private, 396099, HS-grad, 9, Never-married, Other-service, Not-in-family, White, Female, 0, 0, 25, United-States, <=50K\n29, Private, 134152, HS-grad, 9, Separated, Machine-op-inspct, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n44, Private, 162028, Some-college, 10, Married-civ-spouse, Adm-clerical, Wife, White, Female, 0, 2415, 6, United-States, >50K\n19, Private, 25429, Some-college, 10, Never-married, Adm-clerical, Own-child, White, Female, 0, 0, 16, United-States, <=50K\n19, Private, 232392, HS-grad, 9, Never-married, Other-service, Other-relative, White, Female, 0, 0, 40, United-States, <=50K\n35, Private, 220098, HS-grad, 9, Married-civ-spouse, Other-service, Wife, White, Female, 0, 0, 40, United-States, >50K\n27, Private, 301302, Bachelors, 13, Never-married, Craft-repair, Not-in-family, White, Male, 0, 0, 50, United-States, <=50K\n46, Self-emp-not-inc, 277946, Assoc-acdm, 12, Separated, Craft-repair, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n34, State-gov, 98101, Bachelors, 13, Married-civ-spouse, Exec-managerial, Husband, White, Male, 7688, 0, 45, ?, >50K\n34, Private, 196164, HS-grad, 9, Never-married, Other-service, Not-in-family, White, Female, 0, 0, 35, United-States, <=50K\n44, Private, 115562, Some-college, 10, Married-civ-spouse, Tech-support, Husband, White, Male, 0, 0, 40, United-States, <=50K\n45, Private, 96975, Some-college, 10, Divorced, Handlers-cleaners, Unmarried, White, Female, 0, 0, 40, United-States, <=50K\n20, ?, 137300, HS-grad, 9, Never-married, ?, Other-relative, White, Female, 0, 0, 35, United-States, <=50K\n25, Private, 86872, Bachelors, 13, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 0, 55, United-States, >50K\n52, Self-emp-inc, 132178, Bachelors, 13, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 0, 50, United-States, >50K\n20, Private, 416103, Some-college, 10, Never-married, Handlers-cleaners, Own-child, White, Male, 0, 0, 40, United-States, <=50K\n28, Private, 108574, Some-college, 10, Never-married, Other-service, Not-in-family, White, Female, 0, 0, 40, United-States, <=50K\n50, State-gov, 288353, Bachelors, 13, Married-civ-spouse, Protective-serv, Husband, White, Male, 0, 0, 40, United-States, >50K\n34, Private, 227689, Assoc-voc, 11, Divorced, Tech-support, Not-in-family, White, Female, 0, 0, 64, United-States, <=50K\n28, Private, 166481, 7th-8th, 4, Married-civ-spouse, Handlers-cleaners, Husband, Other, Male, 0, 2179, 40, Puerto-Rico, <=50K\n41, Private, 445382, Masters, 14, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 1977, 65, United-States, >50K\n28, Private, 110145, HS-grad, 9, Married-civ-spouse, Adm-clerical, Husband, White, Male, 0, 0, 40, United-States, <=50K\n46, Self-emp-not-inc, 317253, HS-grad, 9, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 0, 25, United-States, <=50K\n28, ?, 123147, Some-college, 10, Married-civ-spouse, ?, Wife, White, Female, 0, 1887, 40, United-States, >50K\n32, Private, 364657, Some-college, 10, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 0, 50, United-States, <=50K\n41, Local-gov, 42346, Some-college, 10, Divorced, Other-service, Not-in-family, Black, Female, 0, 0, 24, United-States, <=50K\n24, Private, 241951, HS-grad, 9, Never-married, Handlers-cleaners, Unmarried, Black, Female, 0, 0, 40, United-States, <=50K\n33, Private, 118500, Some-college, 10, Divorced, Exec-managerial, Unmarried, White, Female, 0, 0, 40, United-States, <=50K\n46, Private, 188386, Doctorate, 16, Married-civ-spouse, Exec-managerial, Husband, White, Male, 15024, 0, 60, United-States, >50K\n31, State-gov, 1033222, Some-college, 10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male, 0, 0, 40, United-States, <=50K\n35, Private, 92440, 12th, 8, Divorced, Craft-repair, Not-in-family, White, Male, 0, 0, 50, United-States, >50K\n52, Private, 190762, 1st-4th, 2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male, 0, 0, 40, Mexico, <=50K\n30, Private, 426017, 11th, 7, Never-married, Other-service, Own-child, White, Female, 0, 0, 19, United-States, <=50K\n34, Local-gov, 243867, 11th, 7, Separated, Machine-op-inspct, Not-in-family, Black, Male, 0, 0, 40, United-States, <=50K\n34, State-gov, 240283, HS-grad, 9, Divorced, Transport-moving, Unmarried, White, Female, 0, 0, 40, United-States, <=50K\n20, Private, 61777, Some-college, 10, Married-civ-spouse, Sales, Husband, White, Male, 0, 0, 30, United-States, <=50K\n17, Private, 175024, 11th, 7, Never-married, Handlers-cleaners, Own-child, White, Male, 2176, 0, 18, United-States, <=50K\n32, State-gov, 92003, Bachelors, 13, Married-civ-spouse, Exec-managerial, Wife, White, Female, 0, 0, 40, United-States, >50K\n29, Private, 188401, HS-grad, 9, Divorced, Farming-fishing, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n33, Private, 228528, 10th, 6, Never-married, Craft-repair, Unmarried, White, Female, 0, 0, 35, United-States, <=50K\n25, Private, 133373, HS-grad, 9, Married-civ-spouse, Transport-moving, Husband, White, Male, 0, 0, 60, United-States, <=50K\n36, Federal-gov, 255191, Masters, 14, Never-married, Prof-specialty, Not-in-family, White, Male, 0, 1408, 40, United-States, <=50K\n23, Private, 204653, HS-grad, 9, Never-married, Handlers-cleaners, Not-in-family, White, Male, 0, 0, 72, Dominican-Republic, <=50K\n63, Self-emp-inc, 222289, HS-grad, 9, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 0, 40, United-States, >50K\n47, Local-gov, 287480, Masters, 14, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 40, United-States, <=50K\n80, ?, 107762, HS-grad, 9, Widowed, ?, Not-in-family, White, Male, 0, 0, 24, United-States, <=50K\n17, ?, 202521, 11th, 7, Never-married, ?, Own-child, White, Male, 0, 0, 40, United-States, <=50K\n40, Self-emp-not-inc, 204116, Bachelors, 13, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female, 2174, 0, 40, United-States, <=50K\n30, Private, 29662, Assoc-acdm, 12, Married-civ-spouse, Other-service, Wife, White, Female, 0, 0, 25, United-States, >50K\n27, Private, 116358, Some-college, 10, Never-married, Craft-repair, Own-child, Asian-Pac-Islander, Male, 0, 1980, 40, Philippines, <=50K\n33, Private, 208405, Masters, 14, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 50, United-States, >50K\n34, Local-gov, 284843, HS-grad, 9, Never-married, Farming-fishing, Not-in-family, Black, Male, 594, 0, 60, United-States, <=50K\n34, Local-gov, 117018, Some-college, 10, Never-married, Protective-serv, Not-in-family, White, Female, 0, 0, 40, United-States, <=50K\n23, Private, 81281, Some-college, 10, Married-civ-spouse, Adm-clerical, Husband, White, Male, 0, 0, 40, United-States, <=50K\n42, Local-gov, 340148, Some-college, 10, Married-civ-spouse, Adm-clerical, Wife, White, Female, 0, 0, 40, United-States, <=50K\n29, Private, 363425, Bachelors, 13, Never-married, Prof-specialty, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n45, Private, 45857, HS-grad, 9, Divorced, Adm-clerical, Not-in-family, White, Female, 0, 0, 28, United-States, <=50K\n24, Federal-gov, 191073, HS-grad, 9, Never-married, Armed-Forces, Own-child, White, Male, 0, 0, 40, United-States, <=50K\n44, Private, 116632, Some-college, 10, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 40, United-States, >50K\n27, Private, 405855, 9th, 5, Never-married, Craft-repair, Other-relative, White, Male, 0, 0, 40, Mexico, <=50K\n20, Private, 298227, Some-college, 10, Never-married, Sales, Not-in-family, White, Male, 0, 0, 35, United-States, <=50K\n44, Private, 290521, HS-grad, 9, Widowed, Exec-managerial, Unmarried, Black, Female, 0, 0, 40, United-States, <=50K\n51, Private, 56915, HS-grad, 9, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male, 0, 0, 40, United-States, <=50K\n20, Private, 146538, HS-grad, 9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male, 0, 0, 40, United-States, <=50K\n17, ?, 258872, 11th, 7, Never-married, ?, Own-child, White, Female, 0, 0, 5, United-States, <=50K\n19, Private, 206399, HS-grad, 9, Never-married, Machine-op-inspct, Own-child, Black, Female, 0, 0, 40, United-States, <=50K\n45, Self-emp-inc, 197332, Some-college, 10, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 0, 55, United-States, >50K\n60, Private, 245062, HS-grad, 9, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 0, 40, United-States, >50K\n42, Private, 197583, Assoc-acdm, 12, Married-civ-spouse, Exec-managerial, Husband, Black, Male, 0, 0, 40, ?, >50K\n44, Self-emp-not-inc, 234885, HS-grad, 9, Married-civ-spouse, Sales, Wife, White, Female, 0, 0, 40, United-States, >50K\n40, Private, 72887, Assoc-voc, 11, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male, 0, 0, 40, United-States, >50K\n30, Private, 180374, HS-grad, 9, Married-civ-spouse, Exec-managerial, Wife, White, Female, 0, 0, 40, United-States, <=50K\n38, Private, 351299, Some-college, 10, Married-civ-spouse, Transport-moving, Husband, Black, Male, 0, 0, 50, United-States, <=50K\n23, Private, 54012, HS-grad, 9, Married-civ-spouse, Transport-moving, Husband, White, Male, 0, 0, 60, United-States, <=50K\n32, ?, 115745, Some-college, 10, Married-civ-spouse, ?, Husband, White, Male, 0, 0, 40, United-States, <=50K\n44, Private, 116632, Assoc-acdm, 12, Never-married, Farming-fishing, Own-child, White, Male, 0, 0, 40, United-States, <=50K\n54, Local-gov, 288825, HS-grad, 9, Married-civ-spouse, Transport-moving, Husband, Black, Male, 0, 0, 40, United-States, <=50K\n32, Private, 132601, Bachelors, 13, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 50, United-States, <=50K\n50, Private, 193374, 1st-4th, 2, Married-spouse-absent, Craft-repair, Unmarried, White, Male, 0, 0, 40, United-States, <=50K\n24, Private, 170070, Bachelors, 13, Never-married, Tech-support, Not-in-family, White, Female, 0, 0, 20, United-States, <=50K\n37, Private, 126708, HS-grad, 9, Married-civ-spouse, Adm-clerical, Wife, White, Female, 0, 0, 60, United-States, <=50K\n52, Private, 35598, HS-grad, 9, Divorced, Transport-moving, Unmarried, White, Male, 0, 0, 40, United-States, <=50K\n38, Private, 33983, Some-college, 10, Married-civ-spouse, Transport-moving, Husband, White, Male, 0, 0, 40, United-States, <=50K\n49, Private, 192776, Masters, 14, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 1977, 45, United-States, >50K\n30, Private, 118551, Bachelors, 13, Married-civ-spouse, Tech-support, Wife, White, Female, 0, 0, 16, United-States, >50K\n60, Private, 201965, Some-college, 10, Never-married, Prof-specialty, Unmarried, White, Male, 0, 0, 40, United-States, >50K\n22, ?, 139883, Some-college, 10, Never-married, ?, Own-child, White, Male, 0, 0, 40, United-States, <=50K\n35, Private, 285020, HS-grad, 9, Never-married, Craft-repair, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n30, Private, 303990, HS-grad, 9, Never-married, Transport-moving, Not-in-family, White, Male, 0, 0, 60, United-States, <=50K\n67, Private, 49401, Assoc-voc, 11, Divorced, Other-service, Not-in-family, White, Female, 0, 0, 24, United-States, <=50K\n46, Private, 279196, Bachelors, 13, Never-married, Craft-repair, Not-in-family, White, Female, 0, 0, 40, United-States, <=50K\n17, Private, 211870, 9th, 5, Never-married, Other-service, Not-in-family, White, Male, 0, 0, 6, United-States, <=50K\n22, Private, 281432, Some-college, 10, Never-married, Handlers-cleaners, Own-child, White, Male, 0, 0, 30, United-States, <=50K\n27, Private, 161155, 10th, 6, Never-married, Other-service, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n23, Private, 197904, HS-grad, 9, Never-married, Other-service, Unmarried, White, Female, 0, 0, 35, United-States, <=50K\n33, Private, 111746, Assoc-acdm, 12, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 0, 45, Portugal, <=50K\n43, Self-emp-not-inc, 170721, Some-college, 10, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 0, 20, United-States, <=50K\n28, State-gov, 70100, Bachelors, 13, Never-married, Prof-specialty, Not-in-family, White, Male, 0, 0, 20, United-States, <=50K\n41, Private, 193626, HS-grad, 9, Married-spouse-absent, Craft-repair, Unmarried, White, Female, 0, 0, 40, United-States, <=50K\n52, ?, 271749, 12th, 8, Never-married, ?, Other-relative, Black, Male, 594, 0, 40, United-States, <=50K\n25, Private, 189775, Some-college, 10, Married-spouse-absent, Adm-clerical, Own-child, Black, Female, 0, 0, 20, United-States, <=50K\n63, ?, 401531, 1st-4th, 2, Married-civ-spouse, ?, Husband, White, Male, 0, 0, 35, United-States, <=50K\n59, Local-gov, 286967, HS-grad, 9, Married-civ-spouse, Transport-moving, Husband, White, Male, 0, 0, 45, United-States, <=50K\n45, Local-gov, 164427, Bachelors, 13, Divorced, Prof-specialty, Unmarried, White, Female, 0, 0, 40, United-States, <=50K\n38, Private, 91039, Bachelors, 13, Married-civ-spouse, Sales, Husband, White, Male, 15024, 0, 60, United-States, >50K\n40, Private, 347934, HS-grad, 9, Never-married, Other-service, Not-in-family, White, Female, 0, 0, 35, United-States, <=50K\n46, Federal-gov, 371373, HS-grad, 9, Divorced, Adm-clerical, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n35, Private, 32220, Assoc-acdm, 12, Never-married, Exec-managerial, Not-in-family, White, Female, 0, 0, 60, United-States, <=50K\n34, Private, 187251, HS-grad, 9, Divorced, Prof-specialty, Unmarried, White, Female, 0, 0, 25, United-States, <=50K\n33, Private, 178107, Bachelors, 13, Never-married, Craft-repair, Own-child, White, Male, 0, 0, 20, United-States, <=50K\n41, Private, 343121, HS-grad, 9, Divorced, Adm-clerical, Unmarried, White, Female, 0, 0, 36, United-States, <=50K\n20, Private, 262749, Some-college, 10, Never-married, Machine-op-inspct, Own-child, White, Male, 0, 0, 40, United-States, <=50K\n23, Private, 403107, 5th-6th, 3, Never-married, Other-service, Own-child, White, Male, 0, 0, 40, El-Salvador, <=50K\n26, Private, 64293, Some-college, 10, Never-married, Prof-specialty, Not-in-family, White, Female, 0, 0, 35, United-States, <=50K\n72, ?, 303588, HS-grad, 9, Married-civ-spouse, ?, Husband, White, Male, 0, 0, 20, United-States, <=50K\n23, Local-gov, 324960, HS-grad, 9, Never-married, Farming-fishing, Not-in-family, White, Male, 0, 0, 40, Poland, <=50K\n62, Local-gov, 114060, HS-grad, 9, Married-civ-spouse, Transport-moving, Husband, White, Male, 0, 0, 40, United-States, <=50K\n52, Private, 48925, Some-college, 10, Married-civ-spouse, Adm-clerical, Husband, White, Male, 0, 0, 40, United-States, <=50K\n58, Private, 180980, Some-college, 10, Divorced, Other-service, Unmarried, White, Female, 0, 0, 42, France, <=50K\n25, Private, 181054, Bachelors, 13, Never-married, Sales, Not-in-family, White, Female, 0, 0, 40, United-States, <=50K\n24, Private, 388093, Bachelors, 13, Never-married, Exec-managerial, Not-in-family, Black, Male, 0, 0, 40, United-States, <=50K\n19, Private, 249609, Some-college, 10, Never-married, Protective-serv, Own-child, White, Male, 0, 0, 8, United-States, <=50K\n43, Private, 112131, Some-college, 10, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 0, 40, United-States, <=50K\n47, Local-gov, 543162, HS-grad, 9, Separated, Adm-clerical, Unmarried, Black, Female, 0, 0, 40, United-States, <=50K\n39, Private, 91996, HS-grad, 9, Divorced, Other-service, Unmarried, White, Female, 0, 0, 40, United-States, <=50K\n49, Private, 141944, Assoc-voc, 11, Married-spouse-absent, Handlers-cleaners, Unmarried, White, Male, 0, 1380, 42, United-States, <=50K\n53, ?, 251804, 5th-6th, 3, Widowed, ?, Unmarried, Black, Female, 0, 0, 30, United-States, <=50K\n32, Private, 37070, Assoc-voc, 11, Never-married, Craft-repair, Not-in-family, White, Male, 0, 0, 45, United-States, <=50K\n34, Private, 337587, Some-college, 10, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 50, United-States, >50K\n28, Private, 189346, HS-grad, 9, Divorced, Craft-repair, Not-in-family, White, Male, 0, 0, 45, United-States, <=50K\n57, ?, 222216, Assoc-voc, 11, Widowed, ?, Unmarried, White, Female, 0, 0, 38, United-States, <=50K\n25, Private, 267044, Some-college, 10, Never-married, Adm-clerical, Not-in-family, Amer-Indian-Eskimo, Female, 0, 0, 20, United-States, <=50K\n20, ?, 214635, Some-college, 10, Never-married, ?, Own-child, White, Male, 0, 0, 24, United-States, <=50K\n21, ?, 204226, Some-college, 10, Never-married, ?, Unmarried, White, Female, 0, 0, 35, United-States, <=50K\n34, Private, 108116, Bachelors, 13, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 50, United-States, >50K\n38, Self-emp-inc, 99146, Bachelors, 13, Married-civ-spouse, Exec-managerial, Husband, White, Male, 15024, 0, 80, United-States, >50K\n50, Private, 196232, HS-grad, 9, Married-civ-spouse, Exec-managerial, Husband, White, Male, 7688, 0, 50, United-States, >50K\n24, Local-gov, 248344, Some-college, 10, Divorced, Handlers-cleaners, Not-in-family, Black, Male, 0, 0, 50, United-States, <=50K\n37, Local-gov, 186035, Some-college, 10, Married-civ-spouse, Tech-support, Husband, White, Male, 0, 0, 45, United-States, >50K\n44, Private, 177905, Some-college, 10, Divorced, Machine-op-inspct, Unmarried, White, Male, 0, 0, 58, United-States, >50K\n28, Private, 85812, Some-college, 10, Married-civ-spouse, Sales, Wife, White, Female, 0, 0, 40, United-States, <=50K\n42, Private, 221172, Bachelors, 13, Married-civ-spouse, Exec-managerial, Husband, White, Male, 0, 0, 40, United-States, >50K\n74, Private, 99183, Some-college, 10, Divorced, Adm-clerical, Not-in-family, White, Female, 0, 0, 9, United-States, <=50K\n38, Self-emp-not-inc, 190387, HS-grad, 9, Married-civ-spouse, Craft-repair, Husband, White, Male, 0, 0, 50, United-States, <=50K\n44, Self-emp-not-inc, 202692, Masters, 14, Married-civ-spouse, Prof-specialty, Husband, White, Male, 0, 0, 40, United-States, <=50K\n44, Private, 109339, 11th, 7, Divorced, Machine-op-inspct, Unmarried, Other, Female, 0, 0, 46, Puerto-Rico, <=50K\n26, Private, 108658, HS-grad, 9, Never-married, Machine-op-inspct, Not-in-family, White, Male, 0, 0, 40, United-States, <=50K\n36, Private, 197202, HS-grad, 9, Married-civ-spouse, Other-service, Husband, Black, Male, 0, 0, 40, United-States, <=50K\n41, Private, 101739, Assoc-acdm, 12, Married-civ-spouse, Exec-managerial, Wife, White, Female, 0, 0, 50, United-States, >50K\n67, Private, 231559, Prof-school, 15, Married-civ-spouse, Prof-specialty, Husband, White, Male, 20051, 0, 48, United-States, >50K\n39, Local-gov, 207853, 12th, 8, Married-civ-spouse, Tech-support, Husband, White, Male, 0, 0, 50, United-States, <=50K\n57, Private, 190942, 1st-4th, 2, Widowed, Priv-house-serv, Not-in-family, Black, Female, 0, 0, 30, United-States, <=50K\n29, Private, 102345, Assoc-voc,\n</div>"]}}],"execution_count":8},{"cell_type":"code","source":["from pyspark.sql.types import DoubleType, StringType, StructField, StructType\n\nschema = StructType([\n StructField(\"age\", DoubleType(), False),\n StructField(\"workclass\", StringType(), False),\n StructField(\"fnlwgt\", DoubleType(), False),\n StructField(\"education\", StringType(), False),\n StructField(\"education_num\", DoubleType(), False),\n StructField(\"marital_status\", StringType(), False),\n StructField(\"occupation\", StringType(), False),\n StructField(\"relationship\", StringType(), False),\n StructField(\"race\", StringType(), False),\n StructField(\"sex\", StringType(), False),\n StructField(\"capital_gain\", DoubleType(), False),\n StructField(\"capital_loss\", DoubleType(), False),\n StructField(\"hours_per_week\", DoubleType(), False),\n StructField(\"native_country\", StringType(), False),\n StructField(\"income\", StringType(), False)\n])\n\ndataset = spark.read.format(\"csv\").schema(schema).load(\"/databricks-datasets/adult/adult.data\")\ncols = dataset.columns"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":9},{"cell_type":"code","source":["display(dataset)"],"metadata":{},"outputs":[],"execution_count":10},{"cell_type":"markdown","source":["## Preprocess Data\n\nSince we are going to try algorithms like Logistic Regression, we will have to convert the categorical variables in the dataset into numeric variables.\nThere are 2 ways we can do this.\n\n* Category Indexing\n\n This is basically assigning a numeric value to each category from {0, 1, 2, ...numCategories-1}.\n This introduces an implicit ordering among your categories, and is more suitable for ordinal variables (eg: Poor: 0, Average: 1, Good: 2)\n\n* One-Hot Encoding\n\n This converts categories into binary vectors with at most one nonzero value (eg: (Blue: [1, 0]), (Green: [0, 1]), (Red: [0, 0]))\n\nIn this dataset, we have ordinal variables like education (Preschool - Doctorate), and also nominal variables like relationship (Wife, Husband, Own-child, etc).\nFor simplicity's sake, we will use One-Hot Encoding to convert all categorical variables into binary vectors.\nIt is possible here to improve prediction accuracy by converting each categorical column with an appropriate method.\n\nHere, we will use a combination of [StringIndexer] and [OneHotEncoderEstimator] to convert the categorical variables.\nThe `OneHotEncoderEstimator` will return a [SparseVector]. Note: [OneHotEncoderEstimator] is [renamed as OneHotEncoder] in Spark 3.0.\n\nSince we will have more than 1 stage of feature transformations, we use a [Pipeline] to tie the stages together.\nThis simplifies our code.\n\n[StringIndexer]: http://spark.apache.org/docs/latest/ml-features.html#stringindexer\n[OneHotEncoderEstimator]: https://spark.apache.org/docs/latest/ml-features.html#onehotencoderestimator\n[SparseVector]: https://spark.apache.org/docs/latest/api/python/pyspark.ml.html#pyspark.ml.linalg.SparseVector\n[Pipeline]: http://spark.apache.org/docs/latest/api/python/pyspark.ml.html#pyspark.ml.Pipeline\n[renamed as OneHotEncoder]: https://issues.apache.org/jira/browse/SPARK-26133"],"metadata":{}},{"cell_type":"code","source":["import pyspark\nfrom pyspark.ml import Pipeline\nfrom pyspark.ml.feature import StringIndexer, VectorAssembler\n\nfrom distutils.version import LooseVersion\n\ncategoricalColumns = [\"workclass\", \"education\", \"marital_status\", \"occupation\", \"relationship\", \"race\", \"sex\", \"native_country\"]\nstages = [] # stages in our Pipeline\nfor categoricalCol in categoricalColumns:\n # Category Indexing with StringIndexer\n stringIndexer = StringIndexer(inputCol=categoricalCol, outputCol=categoricalCol + \"Index\")\n # Use OneHotEncoder to convert categorical variables into binary SparseVectors\n if LooseVersion(pyspark.__version__) < LooseVersion(\"3.0\"):\n from pyspark.ml.feature import OneHotEncoderEstimator\n encoder = OneHotEncoderEstimator(inputCols=[stringIndexer.getOutputCol()], outputCols=[categoricalCol + \"classVec\"])\n else:\n from pyspark.ml.feature import OneHotEncoder\n encoder = OneHotEncoder(inputCols=[stringIndexer.getOutputCol()], outputCols=[categoricalCol + \"classVec\"])\n # Add stages. These are not run here, but will run all at once later on.\n stages += [stringIndexer, encoder]"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":12},{"cell_type":"markdown","source":["The above code basically indexes each categorical column using the `StringIndexer`,\nand then converts the indexed categories into one-hot encoded variables.\nThe resulting output has the binary vectors appended to the end of each row.\n\nWe use the `StringIndexer` again to encode our labels to label indices."],"metadata":{}},{"cell_type":"code","source":["# Convert label into label indices using the StringIndexer\nlabel_stringIdx = StringIndexer(inputCol=\"income\", outputCol=\"label\")\nstages += [label_stringIdx]"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":14},{"cell_type":"markdown","source":["Use a `VectorAssembler` to combine all the feature columns into a single vector column.\nThis includes both the numeric columns and the one-hot encoded binary vector columns in our dataset."],"metadata":{}},{"cell_type":"code","source":["# Transform all features into a vector using VectorAssembler\nnumericCols = [\"age\", \"fnlwgt\", \"education_num\", \"capital_gain\", \"capital_loss\", \"hours_per_week\"]\nassemblerInputs = [c + \"classVec\" for c in categoricalColumns] + numericCols\nassembler = VectorAssembler(inputCols=assemblerInputs, outputCol=\"features\")\nstages += [assembler]"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":16},{"cell_type":"markdown","source":["Run the stages as a Pipeline. This puts the data through all of the feature transformations we described in a single call."],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml.classification import LogisticRegression\n \npartialPipeline = Pipeline().setStages(stages)\npipelineModel = partialPipeline.fit(dataset)\npreppedDataDF = pipelineModel.transform(dataset)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":18},{"cell_type":"code","source":["display(preppedDataDF)"],"metadata":{},"outputs":[],"execution_count":19},{"cell_type":"code","source":["# Fit model to prepped data\nlrModel = LogisticRegression().fit(preppedDataDF)\n\n# ROC for training data\ndisplay(lrModel, preppedDataDF, \"ROC\")"],"metadata":{},"outputs":[],"execution_count":20},{"cell_type":"code","source":["weights1 = lrModel.coefficients\nweights1 = [(float(w),) for w in weights1] # convert numpy type to float, and to tuple\nweightsDF1 = sqlContext.createDataFrame(weights1, [\"Feature Weight\"])\ndisplay(weightsDF1)"],"metadata":{},"outputs":[],"execution_count":21},{"cell_type":"code","source":["display(lrModel, preppedDataDF)"],"metadata":{},"outputs":[],"execution_count":22},{"cell_type":"code","source":["# Keep relevant columns\nselectedcols = [\"label\", \"features\"] + cols\ndataset = preppedDataDF.select(selectedcols)\ndisplay(dataset)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .table-result-container {\n max-height: 300px;\n overflow: auto;\n }\n table, th, td {\n border: 1px solid black;\n border-collapse: collapse;\n }\n th, td {\n padding: 5px;\n }\n th {\n text-align: left;\n }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>label</th><th>features</th><th>age</th><th>workclass</th><th>fnlwgt</th><th>education</th><th>education_num</th><th>marital_status</th><th>occupation</th><th>relationship</th><th>race</th><th>sex</th><th>capital_gain</th><th>capital_loss</th><th>hours_per_week</th><th>native_country</th><th>income</th></tr></thead><tbody><tr><td>0.0</td><td>List(0, 100, List(4, 10, 24, 32, 44, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 77516.0, 13.0, 2174.0, 40.0))</td><td>39.0</td><td> State-gov</td><td>77516.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Male</td><td>2174.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 83311.0, 13.0, 13.0))</td><td>50.0</td><td> Self-emp-not-inc</td><td>83311.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>13.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 38, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 215646.0, 9.0, 40.0))</td><td>38.0</td><td> Private</td><td>215646.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Handlers-cleaners</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 23, 38, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 53.0, 234721.0, 7.0, 40.0))</td><td>53.0</td><td> Private</td><td>234721.0</td><td> 11th</td><td>7.0</td><td> Married-civ-spouse</td><td> Handlers-cleaners</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 29, 47, 49, 62, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 338409.0, 13.0, 40.0))</td><td>28.0</td><td> Private</td><td>338409.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Wife</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Cuba</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 23, 31, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 284582.0, 14.0, 40.0))</td><td>37.0</td><td> Private</td><td>284582.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 18, 28, 34, 44, 49, 64, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 160187.0, 5.0, 16.0))</td><td>49.0</td><td> Private</td><td>160187.0</td><td> 9th</td><td>5.0</td><td> Married-spouse-absent</td><td> Other-service</td><td> Not-in-family</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>16.0</td><td> Jamaica</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 8, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 52.0, 209642.0, 9.0, 45.0))</td><td>52.0</td><td> Self-emp-not-inc</td><td>209642.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 24, 29, 44, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 45781.0, 14.0, 14084.0, 50.0))</td><td>31.0</td><td> Private</td><td>45781.0</td><td> Masters</td><td>14.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>14084.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 159449.0, 13.0, 5178.0, 40.0))</td><td>42.0</td><td> Private</td><td>159449.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>5178.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 31, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 280464.0, 10.0, 80.0))</td><td>37.0</td><td> Private</td><td>280464.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>80.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(4, 10, 23, 29, 43, 50, 52, 61, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 141297.0, 13.0, 40.0))</td><td>30.0</td><td> State-gov</td><td>141297.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> Asian-Pac-Islander</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> India</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 32, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 122272.0, 13.0, 30.0))</td><td>23.0</td><td> Private</td><td>122272.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Adm-clerical</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 24, 33, 44, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 205019.0, 12.0, 50.0))</td><td>32.0</td><td> Private</td><td>205019.0</td><td> Assoc-acdm</td><td>12.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 12, 23, 30, 43, 50, 52, 55, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 121772.0, 11.0, 40.0))</td><td>40.0</td><td> Private</td><td>121772.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> Asian-Pac-Islander</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> ?</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 16, 23, 37, 43, 51, 52, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 245487.0, 4.0, 45.0))</td><td>34.0</td><td> Private</td><td>245487.0</td><td> 7th-8th</td><td>4.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> Amer-Indian-Eskimo</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 24, 39, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 176756.0, 9.0, 35.0))</td><td>25.0</td><td> Self-emp-not-inc</td><td>176756.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Farming-fishing</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 35, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 186824.0, 9.0, 40.0))</td><td>32.0</td><td> Private</td><td>186824.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 28887.0, 7.0, 50.0))</td><td>38.0</td><td> Private</td><td>28887.0</td><td> 11th</td><td>7.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 11, 25, 31, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 292175.0, 14.0, 45.0))</td><td>43.0</td><td> Self-emp-not-inc</td><td>292175.0</td><td> Masters</td><td>14.0</td><td> Divorced</td><td> Exec-managerial</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 20, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 193524.0, 16.0, 60.0))</td><td>40.0</td><td> Private</td><td>193524.0</td><td> Doctorate</td><td>16.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 26, 34, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 54.0, 302146.0, 9.0, 20.0))</td><td>54.0</td><td> Private</td><td>302146.0</td><td> HS-grad</td><td>9.0</td><td> Separated</td><td> Other-service</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(6, 18, 23, 39, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 76845.0, 5.0, 40.0))</td><td>35.0</td><td> Federal-gov</td><td>76845.0</td><td> 9th</td><td>5.0</td><td> Married-civ-spouse</td><td> Farming-fishing</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 23, 37, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 117037.0, 7.0, 2042.0, 40.0))</td><td>43.0</td><td> Private</td><td>117037.0</td><td> 11th</td><td>7.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>2042.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 40, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 59.0, 109015.0, 9.0, 40.0))</td><td>59.0</td><td> Private</td><td>109015.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Tech-support</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(2, 10, 23, 40, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 56.0, 216851.0, 13.0, 40.0))</td><td>56.0</td><td> Local-gov</td><td>216851.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 30, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 168294.0, 9.0, 40.0))</td><td>19.0</td><td> Private</td><td>168294.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Craft-repair</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(3, 9, 23, 36, 43, 50, 52, 65, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 54.0, 180211.0, 10.0, 60.0))</td><td>54.0</td><td> ?</td><td>180211.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> ?</td><td> Husband</td><td> Asian-Pac-Islander</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> South</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 31, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 367260.0, 9.0, 80.0))</td><td>39.0</td><td> Private</td><td>367260.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>80.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 193366.0, 9.0, 40.0))</td><td>49.0</td><td> Private</td><td>193366.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 14, 24, 41, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 190709.0, 12.0, 52.0))</td><td>23.0</td><td> Local-gov</td><td>190709.0</td><td> Assoc-acdm</td><td>12.0</td><td> Never-married</td><td> Protective-serv</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>52.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 45, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 266015.0, 10.0, 44.0))</td><td>20.0</td><td> Private</td><td>266015.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>44.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 25, 31, 45, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 386940.0, 13.0, 1408.0, 40.0))</td><td>45.0</td><td> Private</td><td>386940.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Exec-managerial</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>1408.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(6, 9, 23, 32, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 59951.0, 10.0, 40.0))</td><td>30.0</td><td> Federal-gov</td><td>59951.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 9, 23, 34, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 311512.0, 10.0, 15.0))</td><td>22.0</td><td> State-gov</td><td>311512.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>15.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 35, 46, 48, 52, 59, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 242406.0, 7.0, 40.0))</td><td>48.0</td><td> Private</td><td>242406.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Puerto-Rico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 35, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 197200.0, 10.0, 40.0))</td><td>21.0</td><td> Private</td><td>197200.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 32, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 544091.0, 9.0, 25.0))</td><td>19.0</td><td> Private</td><td>544091.0</td><td> HS-grad</td><td>9.0</td><td> Married-AF-spouse</td><td> Adm-clerical</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 33, 43, 48, 52, 55, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 84154.0, 10.0, 38.0))</td><td>31.0</td><td> Private</td><td>84154.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>38.0</td><td> ?</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 14, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 265477.0, 12.0, 40.0))</td><td>48.0</td><td> Self-emp-not-inc</td><td>265477.0</td><td> Assoc-acdm</td><td>12.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 18, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 507875.0, 5.0, 43.0))</td><td>31.0</td><td> Private</td><td>507875.0</td><td> 9th</td><td>5.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>43.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 53.0, 88506.0, 13.0, 40.0))</td><td>53.0</td><td> Self-emp-not-inc</td><td>88506.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 40, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 172987.0, 13.0, 50.0))</td><td>24.0</td><td> Private</td><td>172987.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 26, 32, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 94638.0, 9.0, 40.0))</td><td>49.0</td><td> Private</td><td>94638.0</td><td> HS-grad</td><td>9.0</td><td> Separated</td><td> Adm-clerical</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 38, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 289980.0, 9.0, 35.0))</td><td>25.0</td><td> Private</td><td>289980.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(6, 10, 23, 29, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 57.0, 337895.0, 13.0, 40.0))</td><td>57.0</td><td> Federal-gov</td><td>337895.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 53.0, 144361.0, 9.0, 38.0))</td><td>53.0</td><td> Private</td><td>144361.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>38.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 25, 31, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 128354.0, 14.0, 40.0))</td><td>44.0</td><td> Private</td><td>128354.0</td><td> Masters</td><td>14.0</td><td> Divorced</td><td> Exec-managerial</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 12, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 101603.0, 11.0, 40.0))</td><td>41.0</td><td> State-gov</td><td>101603.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 24, 29, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 271466.0, 11.0, 43.0))</td><td>29.0</td><td> Private</td><td>271466.0</td><td> Assoc-voc</td><td>11.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>43.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 31, 47, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 32275.0, 10.0, 40.0))</td><td>25.0</td><td> Private</td><td>32275.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Wife</td><td> Other</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 45, 48, 55, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 226956.0, 9.0, 30.0))</td><td>18.0</td><td> Private</td><td>226956.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>30.0</td><td> ?</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 17, 23, 29, 47, 48, 91, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 51835.0, 15.0, 1902.0, 60.0))</td><td>47.0</td><td> Private</td><td>51835.0</td><td> Prof-school</td><td>15.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>1902.0</td><td>60.0</td><td> Honduras</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(6, 10, 25, 31, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 251585.0, 13.0, 55.0))</td><td>50.0</td><td> Federal-gov</td><td>251585.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(5, 8, 25, 31, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 109832.0, 9.0, 60.0))</td><td>47.0</td><td> Self-emp-inc</td><td>109832.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 40, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 237993.0, 10.0, 40.0))</td><td>43.0</td><td> Private</td><td>237993.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 21, 23, 35, 43, 48, 52, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 216666.0, 3.0, 40.0))</td><td>46.0</td><td> Private</td><td>216666.0</td><td> 5th-6th</td><td>3.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 23, 34, 43, 48, 52, 59, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 56352.0, 11.0, 40.0))</td><td>35.0</td><td> Private</td><td>56352.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Puerto-Rico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 32, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 147372.0, 9.0, 48.0))</td><td>41.0</td><td> Private</td><td>147372.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>48.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 35, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 188146.0, 9.0, 5013.0, 40.0))</td><td>30.0</td><td> Private</td><td>188146.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>5013.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 33, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 59496.0, 13.0, 2407.0, 40.0))</td><td>30.0</td><td> Private</td><td>59496.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>2407.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 16, 28, 36, 44, 48, 52, 55, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 293936.0, 4.0, 40.0))</td><td>32.0</td><td> ?</td><td>293936.0</td><td> 7th-8th</td><td>4.0</td><td> Married-spouse-absent</td><td> ?</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> ?</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 149640.0, 9.0, 40.0))</td><td>48.0</td><td> Private</td><td>149640.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 20, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 116632.0, 16.0, 45.0))</td><td>42.0</td><td> Private</td><td>116632.0</td><td> Doctorate</td><td>16.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 40, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 105598.0, 10.0, 58.0))</td><td>29.0</td><td> Private</td><td>105598.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Tech-support</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>58.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 155537.0, 9.0, 40.0))</td><td>36.0</td><td> Private</td><td>155537.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 32, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 183175.0, 10.0, 40.0))</td><td>28.0</td><td> Private</td><td>183175.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 32, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 53.0, 169846.0, 9.0, 40.0))</td><td>53.0</td><td> Private</td><td>169846.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 9, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 191681.0, 10.0, 50.0))</td><td>49.0</td><td> Self-emp-inc</td><td>191681.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 24, 36, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 200681.0, 10.0, 40.0))</td><td>25.0</td><td> ?</td><td>200681.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 29, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 101509.0, 10.0, 32.0))</td><td>19.0</td><td> Private</td><td>101509.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Prof-specialty</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>32.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 26, 33, 45, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 309974.0, 13.0, 40.0))</td><td>31.0</td><td> Private</td><td>309974.0</td><td> Bachelors</td><td>13.0</td><td> Separated</td><td> Sales</td><td> Own-child</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 10, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 162298.0, 13.0, 70.0))</td><td>29.0</td><td> Self-emp-not-inc</td><td>162298.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>70.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 35, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 211678.0, 10.0, 40.0))</td><td>23.0</td><td> Private</td><td>211678.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 29, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 79.0, 124744.0, 10.0, 20.0))</td><td>79.0</td><td> Private</td><td>124744.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Other-relative</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 45, 48, 52, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 213921.0, 9.0, 40.0))</td><td>27.0</td><td> Private</td><td>213921.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 23, 32, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 32214.0, 12.0, 40.0))</td><td>40.0</td><td> Private</td><td>32214.0</td><td> Assoc-acdm</td><td>12.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 15, 23, 36, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 67.0, 212759.0, 6.0, 2.0))</td><td>67.0</td><td> ?</td><td>212759.0</td><td> 10th</td><td>6.0</td><td> Married-civ-spouse</td><td> ?</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>2.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 34, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 309634.0, 7.0, 22.0))</td><td>18.0</td><td> Private</td><td>309634.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>22.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 16, 23, 39, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 125927.0, 4.0, 40.0))</td><td>31.0</td><td> Local-gov</td><td>125927.0</td><td> 7th-8th</td><td>4.0</td><td> Married-civ-spouse</td><td> Farming-fishing</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 446839.0, 9.0, 30.0))</td><td>18.0</td><td> Private</td><td>446839.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 34, 43, 48, 52, 62, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 52.0, 276515.0, 13.0, 40.0))</td><td>52.0</td><td> Private</td><td>276515.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Cuba</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 34, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 51618.0, 9.0, 40.0))</td><td>46.0</td><td> Private</td><td>51618.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 59.0, 159937.0, 9.0, 48.0))</td><td>59.0</td><td> Private</td><td>159937.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>48.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 25, 30, 44, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 343591.0, 9.0, 14344.0, 40.0))</td><td>44.0</td><td> Private</td><td>343591.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Female</td><td>14344.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 33, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 53.0, 346253.0, 9.0, 35.0))</td><td>53.0</td><td> Private</td><td>346253.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Sales</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(2, 8, 23, 41, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 268234.0, 9.0, 40.0))</td><td>49.0</td><td> Local-gov</td><td>268234.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Protective-serv</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 202051.0, 14.0, 50.0))</td><td>33.0</td><td> Private</td><td>202051.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 18, 24, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 54334.0, 5.0, 40.0))</td><td>30.0</td><td> Private</td><td>54334.0</td><td> 9th</td><td>5.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(6, 20, 24, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 410867.0, 16.0, 50.0))</td><td>43.0</td><td> Federal-gov</td><td>410867.0</td><td> Doctorate</td><td>16.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 57.0, 249977.0, 11.0, 40.0))</td><td>57.0</td><td> Private</td><td>249977.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 30, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 286730.0, 10.0, 40.0))</td><td>37.0</td><td> Private</td><td>286730.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Craft-repair</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 35, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 212563.0, 10.0, 25.0))</td><td>28.0</td><td> Private</td><td>212563.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Machine-op-inspct</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 33, 47, 50, 55, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 117747.0, 9.0, 1573.0, 35.0))</td><td>30.0</td><td> Private</td><td>117747.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Wife</td><td> Asian-Pac-Islander</td><td> Female</td><td>0.0</td><td>1573.0</td><td>35.0</td><td> ?</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(2, 10, 23, 41, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 226296.0, 13.0, 40.0))</td><td>34.0</td><td> Local-gov</td><td>226296.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Protective-serv</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 9, 24, 38, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 115585.0, 10.0, 50.0))</td><td>29.0</td><td> Local-gov</td><td>115585.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 20, 23, 29, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 191277.0, 16.0, 1902.0, 60.0))</td><td>48.0</td><td> Self-emp-not-inc</td><td>191277.0</td><td> Doctorate</td><td>16.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>1902.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 202683.0, 10.0, 48.0))</td><td>37.0</td><td> Private</td><td>202683.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>48.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 25, 31, 46, 48, 63, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 171095.0, 12.0, 40.0))</td><td>48.0</td><td> Private</td><td>171095.0</td><td> Assoc-acdm</td><td>12.0</td><td> Divorced</td><td> Exec-managerial</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> England</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(6, 8, 24, 34, 45, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 249409.0, 9.0, 40.0))</td><td>32.0</td><td> Federal-gov</td><td>249409.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 76.0, 124191.0, 14.0, 40.0))</td><td>76.0</td><td> Private</td><td>124191.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 198282.0, 13.0, 15024.0, 60.0))</td><td>44.0</td><td> Private</td><td>198282.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>15024.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 11, 24, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 149116.0, 14.0, 50.0))</td><td>47.0</td><td> Self-emp-not-inc</td><td>149116.0</td><td> Masters</td><td>14.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 40, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 188300.0, 10.0, 40.0))</td><td>20.0</td><td> Private</td><td>188300.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Tech-support</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 103432.0, 9.0, 40.0))</td><td>29.0</td><td> Private</td><td>103432.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 317660.0, 9.0, 7688.0, 40.0))</td><td>32.0</td><td> Self-emp-inc</td><td>317660.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>7688.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 15, 24, 36, 45, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 304873.0, 6.0, 34095.0, 32.0))</td><td>17.0</td><td> ?</td><td>304873.0</td><td> 10th</td><td>6.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> White</td><td> Female</td><td>34095.0</td><td>0.0</td><td>32.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 38, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 194901.0, 7.0, 40.0))</td><td>30.0</td><td> Private</td><td>194901.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 8, 24, 32, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 189265.0, 9.0, 40.0))</td><td>31.0</td><td> Local-gov</td><td>189265.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 38, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 124692.0, 9.0, 40.0))</td><td>42.0</td><td> Private</td><td>124692.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Handlers-cleaners</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 33, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 432376.0, 13.0, 40.0))</td><td>24.0</td><td> Private</td><td>432376.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Sales</td><td> Other-relative</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 17, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 65324.0, 15.0, 40.0))</td><td>38.0</td><td> Private</td><td>65324.0</td><td> Prof-school</td><td>15.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 8, 23, 34, 43, 48, 52, 58, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 56.0, 335605.0, 9.0, 1887.0, 50.0))</td><td>56.0</td><td> Self-emp-not-inc</td><td>335605.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>1887.0</td><td>50.0</td><td> Canada</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 33, 47, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 377869.0, 10.0, 4064.0, 25.0))</td><td>28.0</td><td> Private</td><td>377869.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Wife</td><td> White</td><td> Female</td><td>4064.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 35, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 102864.0, 9.0, 40.0))</td><td>36.0</td><td> Private</td><td>102864.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 18, 23, 38, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 53.0, 95647.0, 5.0, 50.0))</td><td>53.0</td><td> Private</td><td>95647.0</td><td> 9th</td><td>5.0</td><td> Married-civ-spouse</td><td> Handlers-cleaners</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(5, 9, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 56.0, 303090.0, 10.0, 50.0))</td><td>56.0</td><td> Self-emp-inc</td><td>303090.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(2, 12, 23, 30, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 197371.0, 11.0, 40.0))</td><td>49.0</td><td> Local-gov</td><td>197371.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 55.0, 247552.0, 10.0, 56.0))</td><td>55.0</td><td> Private</td><td>247552.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>56.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 102632.0, 9.0, 41.0))</td><td>22.0</td><td> Private</td><td>102632.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>41.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 34, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 199915.0, 10.0, 40.0))</td><td>21.0</td><td> Private</td><td>199915.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 118853.0, 13.0, 60.0))</td><td>40.0</td><td> Private</td><td>118853.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 31, 45, 49, 52, 57, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 77143.0, 13.0, 40.0))</td><td>30.0</td><td> Private</td><td>77143.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Exec-managerial</td><td> Own-child</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Germany</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(4, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 267989.0, 13.0, 50.0))</td><td>29.0</td><td> State-gov</td><td>267989.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 34, 45, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 301606.0, 10.0, 35.0))</td><td>19.0</td><td> Private</td><td>301606.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 287828.0, 13.0, 40.0))</td><td>47.0</td><td> Private</td><td>287828.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 32, 45, 48, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 111697.0, 10.0, 1719.0, 28.0))</td><td>20.0</td><td> Private</td><td>111697.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Adm-clerical</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>1719.0</td><td>28.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 14, 23, 32, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 114937.0, 12.0, 40.0))</td><td>31.0</td><td> Private</td><td>114937.0</td><td> Assoc-acdm</td><td>12.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 8, 23, 36, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 129305.0, 9.0, 40.0))</td><td>35.0</td><td> ?</td><td>129305.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> ?</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 365739.0, 10.0, 40.0))</td><td>39.0</td><td> Private</td><td>365739.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 24, 33, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 69621.0, 12.0, 60.0))</td><td>28.0</td><td> Private</td><td>69621.0</td><td> Assoc-acdm</td><td>12.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 44, 48, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 43323.0, 9.0, 1762.0, 40.0))</td><td>24.0</td><td> Private</td><td>43323.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>1762.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 120985.0, 9.0, 4386.0, 35.0))</td><td>38.0</td><td> Self-emp-not-inc</td><td>120985.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>4386.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 254202.0, 13.0, 50.0))</td><td>37.0</td><td> Private</td><td>254202.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 25, 40, 44, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 146195.0, 12.0, 36.0))</td><td>46.0</td><td> Private</td><td>146195.0</td><td> Assoc-acdm</td><td>12.0</td><td> Divorced</td><td> Tech-support</td><td> Not-in-family</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>36.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(6, 11, 23, 29, 43, 48, 52, 76, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 125933.0, 14.0, 40.0))</td><td>38.0</td><td> Federal-gov</td><td>125933.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Iran</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 56920.0, 9.0, 60.0))</td><td>43.0</td><td> Self-emp-not-inc</td><td>56920.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 23, 32, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 163127.0, 11.0, 35.0))</td><td>27.0</td><td> Private</td><td>163127.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 34310.0, 10.0, 20.0))</td><td>20.0</td><td> Private</td><td>34310.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 30, 43, 50, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 81973.0, 10.0, 40.0))</td><td>49.0</td><td> Private</td><td>81973.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> Asian-Pac-Islander</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(5, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 61.0, 66614.0, 9.0, 40.0))</td><td>61.0</td><td> Self-emp-inc</td><td>66614.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 232782.0, 10.0, 40.0))</td><td>27.0</td><td> Private</td><td>232782.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 34, 45, 48, 52, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 316868.0, 10.0, 30.0))</td><td>19.0</td><td> Private</td><td>316868.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 12, 24, 29, 44, 48, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 196584.0, 11.0, 1564.0, 40.0))</td><td>45.0</td><td> Private</td><td>196584.0</td><td> Assoc-voc</td><td>11.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>1564.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 40, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 70.0, 105376.0, 10.0, 40.0))</td><td>70.0</td><td> Private</td><td>105376.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Tech-support</td><td> Other-relative</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 37, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 185814.0, 9.0, 30.0))</td><td>31.0</td><td> Private</td><td>185814.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Transport-moving</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 34, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 175374.0, 10.0, 24.0))</td><td>22.0</td><td> Private</td><td>175374.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 27, 34, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 108293.0, 9.0, 24.0))</td><td>36.0</td><td> Private</td><td>108293.0</td><td> HS-grad</td><td>9.0</td><td> Widowed</td><td> Other-service</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 23, 30, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 64.0, 181232.0, 7.0, 2179.0, 40.0))</td><td>64.0</td><td> Private</td><td>181232.0</td><td> 11th</td><td>7.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>2179.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 25, 36, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 174662.0, 10.0, 40.0))</td><td>43.0</td><td> ?</td><td>174662.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> ?</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 9, 25, 32, 46, 48, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 186009.0, 10.0, 38.0))</td><td>47.0</td><td> Local-gov</td><td>186009.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Adm-clerical</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>38.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 32, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 198183.0, 9.0, 40.0))</td><td>34.0</td><td> Private</td><td>198183.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 31, 50, 56, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 163003.0, 13.0, 40.0))</td><td>33.0</td><td> Private</td><td>163003.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Exec-managerial</td><td> Other-relative</td><td> Asian-Pac-Islander</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Philippines</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 30, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 296158.0, 9.0, 35.0))</td><td>21.0</td><td> Private</td><td>296158.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Craft-repair</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(3, 8, 25, 36, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 52.0, 252903.0, 9.0, 45.0))</td><td>52.0</td><td> ?</td><td>252903.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> ?</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 187715.0, 9.0, 46.0))</td><td>48.0</td><td> Private</td><td>187715.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>46.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 38, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 214542.0, 13.0, 40.0))</td><td>23.0</td><td> Private</td><td>214542.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 9, 26, 33, 46, 49, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 71.0, 494223.0, 10.0, 1816.0, 2.0))</td><td>71.0</td><td> Self-emp-not-inc</td><td>494223.0</td><td> Some-college</td><td>10.0</td><td> Separated</td><td> Sales</td><td> Unmarried</td><td> Black</td><td> Male</td><td>0.0</td><td>1816.0</td><td>2.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 191535.0, 9.0, 60.0))</td><td>29.0</td><td> Private</td><td>191535.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 26, 34, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 228456.0, 13.0, 50.0))</td><td>42.0</td><td> Private</td><td>228456.0</td><td> Bachelors</td><td>13.0</td><td> Separated</td><td> Other-service</td><td> Other-relative</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 22, 25, 36, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 68.0, 38317.0, 2.0, 20.0))</td><td>68.0</td><td> ?</td><td>38317.0</td><td> 1st-4th</td><td>2.0</td><td> Divorced</td><td> ?</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 252752.0, 9.0, 40.0))</td><td>25.0</td><td> Private</td><td>252752.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(5, 11, 25, 31, 46, 50, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 78374.0, 14.0, 40.0))</td><td>44.0</td><td> Self-emp-inc</td><td>78374.0</td><td> Masters</td><td>14.0</td><td> Divorced</td><td> Exec-managerial</td><td> Unmarried</td><td> Asian-Pac-Islander</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 31, 44, 50, 63, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 88419.0, 9.0, 40.0))</td><td>28.0</td><td> Private</td><td>88419.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> Asian-Pac-Islander</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> England</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 11, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 201080.0, 14.0, 40.0))</td><td>45.0</td><td> Self-emp-not-inc</td><td>201080.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 34, 46, 48, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 207157.0, 10.0, 40.0))</td><td>36.0</td><td> Private</td><td>207157.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Other-service</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(6, 14, 24, 31, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 235485.0, 12.0, 42.0))</td><td>39.0</td><td> Federal-gov</td><td>235485.0</td><td> Assoc-acdm</td><td>12.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>42.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 11, 27, 41, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 102628.0, 14.0, 40.0))</td><td>46.0</td><td> State-gov</td><td>102628.0</td><td> Masters</td><td>14.0</td><td> Widowed</td><td> Protective-serv</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 38, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 25828.0, 7.0, 16.0))</td><td>18.0</td><td> Private</td><td>25828.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>16.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 12, 27, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 66.0, 54826.0, 11.0, 20.0))</td><td>66.0</td><td> Local-gov</td><td>54826.0</td><td> Assoc-voc</td><td>11.0</td><td> Widowed</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 44, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 124953.0, 9.0, 1980.0, 40.0))</td><td>27.0</td><td> Private</td><td>124953.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>1980.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 8, 23, 41, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 175325.0, 9.0, 40.0))</td><td>28.0</td><td> State-gov</td><td>175325.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Protective-serv</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 33, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 51.0, 96062.0, 10.0, 1977.0, 40.0))</td><td>51.0</td><td> Private</td><td>96062.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>1977.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 428030.0, 13.0, 50.0))</td><td>27.0</td><td> Private</td><td>428030.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(4, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 149624.0, 13.0, 40.0))</td><td>28.0</td><td> State-gov</td><td>149624.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 28, 33, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 253814.0, 9.0, 25.0))</td><td>27.0</td><td> Private</td><td>253814.0</td><td> HS-grad</td><td>9.0</td><td> Married-spouse-absent</td><td> Sales</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 30, 45, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 312956.0, 9.0, 40.0))</td><td>21.0</td><td> Private</td><td>312956.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Craft-repair</td><td> Own-child</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 38, 44, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 483777.0, 9.0, 40.0))</td><td>34.0</td><td> Private</td><td>483777.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 183930.0, 9.0, 12.0))</td><td>18.0</td><td> Private</td><td>183930.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>12.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 37274.0, 13.0, 65.0))</td><td>33.0</td><td> Private</td><td>37274.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>65.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(2, 9, 23, 31, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 181344.0, 10.0, 38.0))</td><td>44.0</td><td> Local-gov</td><td>181344.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>38.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 32, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 114580.0, 10.0, 40.0))</td><td>43.0</td><td> Private</td><td>114580.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 30, 44, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 633742.0, 10.0, 45.0))</td><td>30.0</td><td> Private</td><td>633742.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Craft-repair</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 16, 23, 35, 43, 48, 52, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 286370.0, 4.0, 40.0))</td><td>40.0</td><td> Private</td><td>286370.0</td><td> 7th-8th</td><td>4.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Mexico</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(6, 9, 23, 32, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 29054.0, 10.0, 42.0))</td><td>37.0</td><td> Federal-gov</td><td>29054.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>42.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 32, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 304030.0, 9.0, 40.0))</td><td>34.0</td><td> Private</td><td>304030.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 10, 25, 31, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 143129.0, 13.0, 40.0))</td><td>41.0</td><td> Self-emp-not-inc</td><td>143129.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 10, 25, 36, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 53.0, 135105.0, 13.0, 50.0))</td><td>53.0</td><td> ?</td><td>135105.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> ?</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 23, 29, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 99928.0, 14.0, 50.0))</td><td>31.0</td><td> Private</td><td>99928.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(4, 20, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 58.0, 109567.0, 16.0, 1.0))</td><td>58.0</td><td> State-gov</td><td>109567.0</td><td> Doctorate</td><td>16.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>1.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 35, 44, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 155222.0, 10.0, 28.0))</td><td>38.0</td><td> Private</td><td>155222.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>28.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 159567.0, 10.0, 40.0))</td><td>24.0</td><td> Private</td><td>159567.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 10, 23, 30, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 523910.0, 13.0, 40.0))</td><td>41.0</td><td> Local-gov</td><td>523910.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 40, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 120939.0, 10.0, 45.0))</td><td>47.0</td><td> Private</td><td>120939.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(6, 10, 23, 40, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 130760.0, 13.0, 24.0))</td><td>41.0</td><td> Federal-gov</td><td>130760.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 21, 23, 37, 48, 52, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 197387.0, 3.0, 40.0))</td><td>23.0</td><td> Private</td><td>197387.0</td><td> 5th-6th</td><td>3.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Other-relative</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 99374.0, 10.0, 40.0))</td><td>36.0</td><td> Private</td><td>99374.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(6, 11, 24, 31, 44, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 56795.0, 14.0, 14084.0, 55.0))</td><td>40.0</td><td> Federal-gov</td><td>56795.0</td><td> Masters</td><td>14.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Female</td><td>14084.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 23, 29, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 138992.0, 14.0, 7298.0, 40.0))</td><td>35.0</td><td> Private</td><td>138992.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Other-relative</td><td> White</td><td> Male</td><td>7298.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 24, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 32921.0, 9.0, 40.0))</td><td>24.0</td><td> Self-emp-not-inc</td><td>32921.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 24, 29, 44, 48, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 397317.0, 14.0, 1876.0, 40.0))</td><td>26.0</td><td> Private</td><td>397317.0</td><td> Masters</td><td>14.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>1876.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 8, 24, 36, 45, 48, 52, 67, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 170653.0, 9.0, 40.0))</td><td>19.0</td><td> ?</td><td>170653.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Italy</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 51.0, 259323.0, 13.0, 50.0))</td><td>51.0</td><td> Private</td><td>259323.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 9, 24, 29, 44, 48, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 254817.0, 10.0, 1340.0, 40.0))</td><td>42.0</td><td> Local-gov</td><td>254817.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>1340.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 8, 25, 32, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 48211.0, 9.0, 35.0))</td><td>37.0</td><td> State-gov</td><td>48211.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Adm-clerical</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 33, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 140164.0, 7.0, 40.0))</td><td>18.0</td><td> Private</td><td>140164.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 34, 43, 49, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 128757.0, 13.0, 7298.0, 36.0))</td><td>36.0</td><td> Private</td><td>128757.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> Black</td><td> Male</td><td>7298.0</td><td>0.0</td><td>36.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 36270.0, 9.0, 60.0))</td><td>35.0</td><td> Private</td><td>36270.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 8, 23, 33, 47, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 58.0, 210563.0, 9.0, 15024.0, 35.0))</td><td>58.0</td><td> Self-emp-inc</td><td>210563.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Wife</td><td> White</td><td> Female</td><td>15024.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 33, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 65368.0, 7.0, 12.0))</td><td>17.0</td><td> Private</td><td>65368.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>12.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 8, 23, 37, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 160943.0, 9.0, 40.0))</td><td>44.0</td><td> Local-gov</td><td>160943.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 208358.0, 9.0, 40.0))</td><td>37.0</td><td> Private</td><td>208358.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 44, 51, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 153790.0, 10.0, 40.0))</td><td>35.0</td><td> Private</td><td>153790.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> Amer-Indian-Eskimo</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 50, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 60.0, 85815.0, 9.0, 40.0))</td><td>60.0</td><td> Private</td><td>85815.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> Asian-Pac-Islander</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 16, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 54.0, 125417.0, 4.0, 40.0))</td><td>54.0</td><td> Self-emp-inc</td><td>125417.0</td><td> 7th-8th</td><td>4.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 24, 31, 44, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 635913.0, 13.0, 60.0))</td><td>37.0</td><td> Private</td><td>635913.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 25, 33, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 313321.0, 12.0, 40.0))</td><td>50.0</td><td> Private</td><td>313321.0</td><td> Assoc-acdm</td><td>12.0</td><td> Divorced</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 33, 43, 48, 52, 72, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 182609.0, 13.0, 50.0))</td><td>38.0</td><td> Private</td><td>182609.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> Poland</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 109434.0, 13.0, 55.0))</td><td>45.0</td><td> Private</td><td>109434.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 15, 24, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 255004.0, 6.0, 40.0))</td><td>25.0</td><td> Private</td><td>255004.0</td><td> 10th</td><td>6.0</td><td> Never-married</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 38, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 197860.0, 10.0, 40.0))</td><td>31.0</td><td> Private</td><td>197860.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Handlers-cleaners</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 22, 25, 36, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 64.0, 187656.0, 2.0, 40.0))</td><td>64.0</td><td> ?</td><td>187656.0</td><td> 1st-4th</td><td>2.0</td><td> Divorced</td><td> ?</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 44, 49, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 90.0, 51744.0, 9.0, 2206.0, 40.0))</td><td>90.0</td><td> Private</td><td>51744.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>0.0</td><td>2206.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 32, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 54.0, 176681.0, 9.0, 20.0))</td><td>54.0</td><td> Private</td><td>176681.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 24, 35, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 53.0, 140359.0, 1.0, 35.0))</td><td>53.0</td><td> Local-gov</td><td>140359.0</td><td> Preschool</td><td>1.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 33, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 243313.0, 9.0, 40.0))</td><td>18.0</td><td> Private</td><td>243313.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 15, 25, 36, 44, 51, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 60.0, 24215.0, 6.0, 10.0))</td><td>60.0</td><td> ?</td><td>24215.0</td><td> 10th</td><td>6.0</td><td> Divorced</td><td> ?</td><td> Not-in-family</td><td> Amer-Indian-Eskimo</td><td> Female</td><td>0.0</td><td>0.0</td><td>10.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 39, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 66.0, 167687.0, 9.0, 1409.0, 50.0))</td><td>66.0</td><td> Self-emp-not-inc</td><td>167687.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Farming-fishing</td><td> Husband</td><td> White</td><td> Male</td><td>1409.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 27, 32, 44, 48, 73, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 75.0, 314209.0, 11.0, 20.0))</td><td>75.0</td><td> Private</td><td>314209.0</td><td> Assoc-voc</td><td>11.0</td><td> Widowed</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> Columbia</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 32, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 65.0, 176796.0, 9.0, 40.0))</td><td>65.0</td><td> Private</td><td>176796.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 26, 37, 44, 49, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 538583.0, 7.0, 3674.0, 40.0))</td><td>35.0</td><td> Private</td><td>538583.0</td><td> 11th</td><td>7.0</td><td> Separated</td><td> Transport-moving</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>3674.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 33, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 130408.0, 9.0, 38.0))</td><td>41.0</td><td> Private</td><td>130408.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Sales</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>38.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 32, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 159732.0, 10.0, 42.0))</td><td>25.0</td><td> Private</td><td>159732.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>42.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 30, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 110978.0, 10.0, 40.0))</td><td>33.0</td><td> Private</td><td>110978.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Craft-repair</td><td> Other-relative</td><td> Other</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 17, 24, 29, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 76714.0, 15.0, 55.0))</td><td>28.0</td><td> Private</td><td>76714.0</td><td> Prof-school</td><td>15.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 8, 23, 34, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 59.0, 268700.0, 9.0, 40.0))</td><td>59.0</td><td> State-gov</td><td>268700.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 9, 24, 32, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 170525.0, 10.0, 38.0))</td><td>40.0</td><td> State-gov</td><td>170525.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>38.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 76, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 180138.0, 13.0, 50.0))</td><td>41.0</td><td> Private</td><td>180138.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> Iran</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(2, 11, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 115076.0, 14.0, 70.0))</td><td>38.0</td><td> Local-gov</td><td>115076.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>70.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 37, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 115458.0, 9.0, 40.0))</td><td>23.0</td><td> Private</td><td>115458.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Transport-moving</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 347890.0, 13.0, 40.0))</td><td>40.0</td><td> Private</td><td>347890.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 34, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 196001.0, 9.0, 20.0))</td><td>41.0</td><td> Self-emp-not-inc</td><td>196001.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 14, 23, 41, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 273905.0, 12.0, 50.0))</td><td>24.0</td><td> State-gov</td><td>273905.0</td><td> Assoc-acdm</td><td>12.0</td><td> Married-civ-spouse</td><td> Protective-serv</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 24, 36, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 119156.0, 10.0, 20.0))</td><td>20.0</td><td> ?</td><td>119156.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 30, 44, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 179488.0, 10.0, 1741.0, 40.0))</td><td>38.0</td><td> Private</td><td>179488.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>1741.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 32, 43, 48, 52, 55, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 56.0, 203580.0, 9.0, 35.0))</td><td>56.0</td><td> Private</td><td>203580.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> ?</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 32, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 58.0, 236596.0, 9.0, 45.0))</td><td>58.0</td><td> Private</td><td>236596.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 183916.0, 9.0, 34.0))</td><td>32.0</td><td> Private</td><td>183916.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>34.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 14, 23, 40, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 207578.0, 12.0, 1977.0, 60.0))</td><td>40.0</td><td> Private</td><td>207578.0</td><td> Assoc-acdm</td><td>12.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>1977.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 32, 43, 48, 52, 55, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 153141.0, 9.0, 40.0))</td><td>45.0</td><td> Private</td><td>153141.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> ?</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 17, 23, 29, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 112763.0, 15.0, 40.0))</td><td>41.0</td><td> Private</td><td>112763.0</td><td> Prof-school</td><td>15.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 32, 47, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 390781.0, 13.0, 40.0))</td><td>42.0</td><td> Private</td><td>390781.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Wife</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 15, 27, 34, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 59.0, 171328.0, 6.0, 30.0))</td><td>59.0</td><td> Local-gov</td><td>171328.0</td><td> 10th</td><td>6.0</td><td> Widowed</td><td> Other-service</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 9, 24, 32, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 27382.0, 10.0, 40.0))</td><td>19.0</td><td> Local-gov</td><td>27382.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Adm-clerical</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 37, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 58.0, 259014.0, 10.0, 20.0))</td><td>58.0</td><td> Private</td><td>259014.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Transport-moving</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 8, 23, 39, 43, 50, 52, 85, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 303044.0, 9.0, 40.0))</td><td>42.0</td><td> Self-emp-not-inc</td><td>303044.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Farming-fishing</td><td> Husband</td><td> Asian-Pac-Islander</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Cambodia</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 117789.0, 9.0, 40.0))</td><td>20.0</td><td> Private</td><td>117789.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 26, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 172579.0, 9.0, 30.0))</td><td>32.0</td><td> Private</td><td>172579.0</td><td> HS-grad</td><td>9.0</td><td> Separated</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 27, 31, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 187666.0, 11.0, 45.0))</td><td>45.0</td><td> Private</td><td>187666.0</td><td> Assoc-voc</td><td>11.0</td><td> Widowed</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 16, 25, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 204518.0, 4.0, 40.0))</td><td>50.0</td><td> Private</td><td>204518.0</td><td> 7th-8th</td><td>4.0</td><td> Divorced</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 25, 29, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 150042.0, 13.0, 40.0))</td><td>36.0</td><td> Private</td><td>150042.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Prof-specialty</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 98092.0, 9.0, 60.0))</td><td>45.0</td><td> Private</td><td>98092.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 34, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 245918.0, 7.0, 12.0))</td><td>17.0</td><td> Private</td><td>245918.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>12.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 33, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 59.0, 146013.0, 10.0, 4064.0, 40.0))</td><td>59.0</td><td> Private</td><td>146013.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>4064.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 378322.0, 7.0, 40.0))</td><td>26.0</td><td> Private</td><td>378322.0</td><td> 11th</td><td>7.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 9, 23, 31, 43, 50, 52, 88, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 257295.0, 10.0, 75.0))</td><td>37.0</td><td> Self-emp-inc</td><td>257295.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> Asian-Pac-Islander</td><td> Male</td><td>0.0</td><td>0.0</td><td>75.0</td><td> Thailand</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 24, 36, 45, 48, 52, 58, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 218956.0, 10.0, 24.0))</td><td>19.0</td><td> ?</td><td>218956.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>24.0</td><td> Canada</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 64.0, 21174.0, 9.0, 40.0))</td><td>64.0</td><td> Private</td><td>21174.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 185480.0, 13.0, 45.0))</td><td>33.0</td><td> Private</td><td>185480.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 30, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 222205.0, 9.0, 40.0))</td><td>33.0</td><td> Private</td><td>222205.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 61.0, 69867.0, 9.0, 40.0))</td><td>61.0</td><td> Private</td><td>69867.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 18, 24, 34, 45, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 191260.0, 5.0, 1055.0, 24.0))</td><td>17.0</td><td> Private</td><td>191260.0</td><td> 9th</td><td>5.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Male</td><td>1055.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 11, 23, 39, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 30653.0, 14.0, 2407.0, 98.0))</td><td>50.0</td><td> Self-emp-not-inc</td><td>30653.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Farming-fishing</td><td> Husband</td><td> White</td><td> Male</td><td>2407.0</td><td>0.0</td><td>98.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 11, 24, 29, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 209109.0, 14.0, 35.0))</td><td>27.0</td><td> Local-gov</td><td>209109.0</td><td> Masters</td><td>14.0</td><td> Never-married</td><td> Prof-specialty</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 29, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 70377.0, 9.0, 40.0))</td><td>30.0</td><td> Private</td><td>70377.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Prof-specialty</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 38, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 477983.0, 9.0, 40.0))</td><td>43.0</td><td> Private</td><td>477983.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Handlers-cleaners</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 30, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 170924.0, 10.0, 7298.0, 40.0))</td><td>44.0</td><td> Private</td><td>170924.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>7298.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 31, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 190174.0, 10.0, 40.0))</td><td>35.0</td><td> Private</td><td>190174.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 40, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 193787.0, 10.0, 40.0))</td><td>25.0</td><td> Private</td><td>193787.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Tech-support</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 35, 47, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 279472.0, 10.0, 7298.0, 48.0))</td><td>24.0</td><td> Private</td><td>279472.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Wife</td><td> White</td><td> Female</td><td>7298.0</td><td>0.0</td><td>48.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 29, 44, 48, 57, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 34918.0, 13.0, 15.0))</td><td>22.0</td><td> Private</td><td>34918.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>15.0</td><td> Germany</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(2, 9, 23, 30, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 97688.0, 10.0, 5178.0, 40.0))</td><td>42.0</td><td> Local-gov</td><td>97688.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>5178.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 25, 33, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 175413.0, 12.0, 45.0))</td><td>34.0</td><td> Private</td><td>175413.0</td><td> Assoc-acdm</td><td>12.0</td><td> Divorced</td><td> Sales</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 25, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 60.0, 173960.0, 13.0, 42.0))</td><td>60.0</td><td> Private</td><td>173960.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>42.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 38, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 205759.0, 9.0, 40.0))</td><td>21.0</td><td> Private</td><td>205759.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(6, 11, 23, 33, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 57.0, 425161.0, 14.0, 15024.0, 40.0))</td><td>57.0</td><td> Federal-gov</td><td>425161.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>15024.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 17, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 220531.0, 15.0, 60.0))</td><td>41.0</td><td> Private</td><td>220531.0</td><td> Prof-school</td><td>15.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 34, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 176609.0, 10.0, 45.0))</td><td>50.0</td><td> Private</td><td>176609.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 31, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 371987.0, 13.0, 40.0))</td><td>25.0</td><td> Private</td><td>371987.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 16, 23, 30, 43, 48, 52, 82, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 193884.0, 4.0, 40.0))</td><td>50.0</td><td> Private</td><td>193884.0</td><td> 7th-8th</td><td>4.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Ecuador</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 200352.0, 13.0, 45.0))</td><td>36.0</td><td> Private</td><td>200352.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 127595.0, 9.0, 40.0))</td><td>31.0</td><td> Private</td><td>127595.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 10, 24, 41, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 220419.0, 13.0, 56.0))</td><td>29.0</td><td> Local-gov</td><td>220419.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Protective-serv</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>56.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 231931.0, 10.0, 45.0))</td><td>21.0</td><td> Private</td><td>231931.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 40, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 248402.0, 13.0, 40.0))</td><td>27.0</td><td> Private</td><td>248402.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Tech-support</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 65.0, 111095.0, 9.0, 16.0))</td><td>65.0</td><td> Private</td><td>111095.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>16.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(5, 10, 25, 33, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 57424.0, 13.0, 60.0))</td><td>37.0</td><td> Self-emp-inc</td><td>57424.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 11, 23, 36, 47, 50, 55, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 157443.0, 14.0, 3464.0, 40.0))</td><td>39.0</td><td> ?</td><td>157443.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> ?</td><td> Wife</td><td> Asian-Pac-Islander</td><td> Female</td><td>3464.0</td><td>0.0</td><td>40.0</td><td> ?</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 30, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 278130.0, 9.0, 40.0))</td><td>24.0</td><td> Private</td><td>278130.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Craft-repair</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 169469.0, 9.0, 80.0))</td><td>38.0</td><td> Private</td><td>169469.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>80.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 32, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 146268.0, 13.0, 7688.0, 40.0))</td><td>48.0</td><td> Private</td><td>146268.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>7688.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 34, 44, 50, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 153718.0, 10.0, 25.0))</td><td>21.0</td><td> Private</td><td>153718.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> Asian-Pac-Islander</td><td> Female</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 217460.0, 9.0, 45.0))</td><td>31.0</td><td> Private</td><td>217460.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 33, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 55.0, 238638.0, 9.0, 4386.0, 40.0))</td><td>55.0</td><td> Private</td><td>238638.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>4386.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 32, 47, 50, 87, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 303296.0, 10.0, 40.0))</td><td>24.0</td><td> Private</td><td>303296.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Wife</td><td> Asian-Pac-Islander</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Laos</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 32, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 173321.0, 9.0, 40.0))</td><td>43.0</td><td> Private</td><td>173321.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 24, 40, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 193945.0, 12.0, 45.0))</td><td>26.0</td><td> Private</td><td>193945.0</td><td> Assoc-acdm</td><td>12.0</td><td> Never-married</td><td> Tech-support</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 24, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 83082.0, 12.0, 33.0))</td><td>46.0</td><td> Private</td><td>83082.0</td><td> Assoc-acdm</td><td>12.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>33.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 14, 23, 32, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 193815.0, 12.0, 40.0))</td><td>35.0</td><td> Private</td><td>193815.0</td><td> Assoc-acdm</td><td>12.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 9, 23, 39, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 34987.0, 10.0, 54.0))</td><td>41.0</td><td> Self-emp-inc</td><td>34987.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Farming-fishing</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>54.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 59306.0, 13.0, 40.0))</td><td>26.0</td><td> Private</td><td>59306.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 23, 31, 43, 50, 52, 74, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 142897.0, 14.0, 7298.0, 35.0))</td><td>34.0</td><td> Private</td><td>142897.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> Asian-Pac-Islander</td><td> Male</td><td>7298.0</td><td>0.0</td><td>35.0</td><td> Taiwan</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 24, 36, 45, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 860348.0, 10.0, 25.0))</td><td>19.0</td><td> ?</td><td>860348.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 10, 25, 29, 44, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 205607.0, 13.0, 40.0))</td><td>36.0</td><td> Self-emp-not-inc</td><td>205607.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Prof-specialty</td><td> Not-in-family</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 199698.0, 10.0, 15.0))</td><td>22.0</td><td> Private</td><td>199698.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>15.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 35, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 191954.0, 10.0, 40.0))</td><td>24.0</td><td> Private</td><td>191954.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 9, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 77.0, 138714.0, 10.0, 40.0))</td><td>77.0</td><td> Self-emp-not-inc</td><td>138714.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 21, 23, 35, 48, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 399087.0, 3.0, 40.0))</td><td>22.0</td><td> Private</td><td>399087.0</td><td> 5th-6th</td><td>3.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Other-relative</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 40, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 423158.0, 10.0, 40.0))</td><td>29.0</td><td> Private</td><td>423158.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Tech-support</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 27, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 62.0, 159841.0, 9.0, 24.0))</td><td>62.0</td><td> Private</td><td>159841.0</td><td> HS-grad</td><td>9.0</td><td> Widowed</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 174308.0, 9.0, 40.0))</td><td>39.0</td><td> Self-emp-not-inc</td><td>174308.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 30, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 50356.0, 10.0, 1485.0, 50.0))</td><td>43.0</td><td> Private</td><td>50356.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>1485.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 37, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 186110.0, 9.0, 45.0))</td><td>35.0</td><td> Private</td><td>186110.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Transport-moving</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 31, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 200381.0, 7.0, 40.0))</td><td>29.0</td><td> Private</td><td>200381.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 11, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 76.0, 174309.0, 14.0, 10.0))</td><td>76.0</td><td> Self-emp-not-inc</td><td>174309.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>10.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 39, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 63.0, 78383.0, 9.0, 45.0))</td><td>63.0</td><td> Self-emp-not-inc</td><td>78383.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Farming-fishing</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 12, 24, 36, 45, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 211601.0, 11.0, 15.0))</td><td>23.0</td><td> ?</td><td>211601.0</td><td> Assoc-voc</td><td>11.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>15.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 29, 47, 48, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 187728.0, 10.0, 1887.0, 50.0))</td><td>43.0</td><td> Private</td><td>187728.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>1887.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 38, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 58.0, 321171.0, 9.0, 40.0))</td><td>58.0</td><td> Self-emp-not-inc</td><td>321171.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Handlers-cleaners</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 37, 44, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 66.0, 127921.0, 9.0, 2050.0, 55.0))</td><td>66.0</td><td> Private</td><td>127921.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Transport-moving</td><td> Not-in-family</td><td> White</td><td> Male</td><td>2050.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 30, 44, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 206565.0, 10.0, 45.0))</td><td>41.0</td><td> Private</td><td>206565.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Craft-repair</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 32, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 224563.0, 13.0, 40.0))</td><td>26.0</td><td> Private</td><td>224563.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 24, 34, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 178686.0, 11.0, 40.0))</td><td>47.0</td><td> Private</td><td>178686.0</td><td> Assoc-voc</td><td>11.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 15, 23, 32, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 55.0, 98545.0, 6.0, 40.0))</td><td>55.0</td><td> Local-gov</td><td>98545.0</td><td> 10th</td><td>6.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 53.0, 242606.0, 9.0, 40.0))</td><td>53.0</td><td> Private</td><td>242606.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 21, 24, 34, 48, 52, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 270942.0, 3.0, 48.0))</td><td>17.0</td><td> Private</td><td>270942.0</td><td> 5th-6th</td><td>3.0</td><td> Never-married</td><td> Other-service</td><td> Other-relative</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>48.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 30, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 94235.0, 9.0, 40.0))</td><td>30.0</td><td> Private</td><td>94235.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Craft-repair</td><td> Other-relative</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 24, 29, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 71195.0, 14.0, 60.0))</td><td>49.0</td><td> Private</td><td>71195.0</td><td> Masters</td><td>14.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 33, 46, 49, 52, 75, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 104112.0, 9.0, 30.0))</td><td>19.0</td><td> Private</td><td>104112.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Sales</td><td> Unmarried</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> Haiti</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 34, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 261192.0, 9.0, 40.0))</td><td>45.0</td><td> Private</td><td>261192.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 24, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 94936.0, 12.0, 40.0))</td><td>26.0</td><td> Private</td><td>94936.0</td><td> Assoc-acdm</td><td>12.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 12, 23, 30, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 296478.0, 11.0, 7298.0, 40.0))</td><td>38.0</td><td> Private</td><td>296478.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>7298.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(4, 8, 23, 41, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 119272.0, 9.0, 7298.0, 40.0))</td><td>36.0</td><td> State-gov</td><td>119272.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Protective-serv</td><td> Husband</td><td> White</td><td> Male</td><td>7298.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 39, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 85043.0, 9.0, 20.0))</td><td>33.0</td><td> Private</td><td>85043.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Farming-fishing</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 9, 24, 41, 45, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 293364.0, 10.0, 40.0))</td><td>22.0</td><td> State-gov</td><td>293364.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Protective-serv</td><td> Own-child</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 10, 24, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 241895.0, 13.0, 42.0))</td><td>43.0</td><td> Self-emp-not-inc</td><td>241895.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>42.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 13, 23, 36, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 67.0, 36135.0, 7.0, 8.0))</td><td>67.0</td><td> ?</td><td>36135.0</td><td> 11th</td><td>7.0</td><td> Married-civ-spouse</td><td> ?</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>8.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 12, 25, 36, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 151989.0, 11.0, 40.0))</td><td>30.0</td><td> ?</td><td>151989.0</td><td> Assoc-voc</td><td>11.0</td><td> Divorced</td><td> ?</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 28, 34, 44, 48, 52, 76, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 56.0, 101128.0, 12.0, 25.0))</td><td>56.0</td><td> Private</td><td>101128.0</td><td> Assoc-acdm</td><td>12.0</td><td> Married-spouse-absent</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>25.0</td><td> Iran</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 29, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 156464.0, 13.0, 25.0))</td><td>31.0</td><td> Private</td><td>156464.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 117963.0, 13.0, 40.0))</td><td>33.0</td><td> Private</td><td>117963.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 34, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 192262.0, 9.0, 40.0))</td><td>26.0</td><td> Private</td><td>192262.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 111363.0, 13.0, 40.0))</td><td>33.0</td><td> Private</td><td>111363.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 13, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 329752.0, 7.0, 30.0))</td><td>46.0</td><td> Local-gov</td><td>329752.0</td><td> 11th</td><td>7.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(3, 10, 23, 36, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 59.0, 372020.0, 13.0, 40.0))</td><td>59.0</td><td> ?</td><td>372020.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> ?</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(6, 8, 23, 32, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 95432.0, 9.0, 40.0))</td><td>38.0</td><td> Federal-gov</td><td>95432.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 27, 34, 46, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 65.0, 161400.0, 7.0, 40.0))</td><td>65.0</td><td> Private</td><td>161400.0</td><td> 11th</td><td>7.0</td><td> Widowed</td><td> Other-service</td><td> Unmarried</td><td> Other</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 12, 23, 40, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 96129.0, 11.0, 40.0))</td><td>40.0</td><td> Private</td><td>96129.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 32, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 111949.0, 9.0, 35.0))</td><td>42.0</td><td> Private</td><td>111949.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 18, 23, 30, 43, 48, 52, 77, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 117125.0, 5.0, 40.0))</td><td>26.0</td><td> Self-emp-not-inc</td><td>117125.0</td><td> 9th</td><td>5.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Portugal</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 15, 23, 34, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 348022.0, 6.0, 24.0))</td><td>36.0</td><td> Private</td><td>348022.0</td><td> 10th</td><td>6.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 62.0, 270092.0, 14.0, 40.0))</td><td>62.0</td><td> Private</td><td>270092.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 180609.0, 13.0, 45.0))</td><td>43.0</td><td> Private</td><td>180609.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 25, 31, 44, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 174575.0, 13.0, 1564.0, 45.0))</td><td>43.0</td><td> Private</td><td>174575.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>1564.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 28, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 410439.0, 9.0, 55.0))</td><td>22.0</td><td> Private</td><td>410439.0</td><td> HS-grad</td><td>9.0</td><td> Married-spouse-absent</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 92262.0, 9.0, 40.0))</td><td>28.0</td><td> Private</td><td>92262.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 9, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 56.0, 183081.0, 10.0, 45.0))</td><td>56.0</td><td> Self-emp-not-inc</td><td>183081.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 24, 33, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 362589.0, 12.0, 15.0))</td><td>22.0</td><td> Private</td><td>362589.0</td><td> Assoc-acdm</td><td>12.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>15.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 25, 31, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 57.0, 212448.0, 13.0, 45.0))</td><td>57.0</td><td> Private</td><td>212448.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 33, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 481060.0, 9.0, 40.0))</td><td>39.0</td><td> Private</td><td>481060.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Sales</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(6, 9, 24, 32, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 185885.0, 10.0, 15.0))</td><td>26.0</td><td> Federal-gov</td><td>185885.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Adm-clerical</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>15.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 34, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 89821.0, 7.0, 10.0))</td><td>17.0</td><td> Private</td><td>89821.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>10.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(4, 12, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 184018.0, 11.0, 38.0))</td><td>40.0</td><td> State-gov</td><td>184018.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>38.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 35, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 256649.0, 9.0, 40.0))</td><td>45.0</td><td> Private</td><td>256649.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 30, 44, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 160323.0, 9.0, 40.0))</td><td>44.0</td><td> Private</td><td>160323.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Craft-repair</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 9, 24, 32, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 350845.0, 10.0, 10.0))</td><td>20.0</td><td> Local-gov</td><td>350845.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Adm-clerical</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>10.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 267404.0, 9.0, 40.0))</td><td>33.0</td><td> Private</td><td>267404.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 35633.0, 10.0, 40.0))</td><td>23.0</td><td> Private</td><td>35633.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 11, 25, 31, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 80914.0, 14.0, 30.0))</td><td>46.0</td><td> Self-emp-not-inc</td><td>80914.0</td><td> Masters</td><td>14.0</td><td> Divorced</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 172927.0, 9.0, 50.0))</td><td>38.0</td><td> Private</td><td>172927.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 37, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 54.0, 174319.0, 9.0, 40.0))</td><td>54.0</td><td> Private</td><td>174319.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Transport-moving</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 21, 25, 30, 44, 48, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 214955.0, 3.0, 2339.0, 45.0))</td><td>46.0</td><td> Private</td><td>214955.0</td><td> 5th-6th</td><td>3.0</td><td> Divorced</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>2339.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 344991.0, 10.0, 40.0))</td><td>25.0</td><td> Private</td><td>344991.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 33, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 108699.0, 10.0, 40.0))</td><td>46.0</td><td> Private</td><td>108699.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 9, 23, 37, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 117312.0, 10.0, 40.0))</td><td>36.0</td><td> Local-gov</td><td>117312.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 396099.0, 9.0, 25.0))</td><td>23.0</td><td> Private</td><td>396099.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 26, 35, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 134152.0, 9.0, 40.0))</td><td>29.0</td><td> Private</td><td>134152.0</td><td> HS-grad</td><td>9.0</td><td> Separated</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 32, 47, 48, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 162028.0, 10.0, 2415.0, 6.0))</td><td>44.0</td><td> Private</td><td>162028.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>2415.0</td><td>6.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 32, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 25429.0, 10.0, 16.0))</td><td>19.0</td><td> Private</td><td>25429.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Adm-clerical</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>16.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 232392.0, 9.0, 40.0))</td><td>19.0</td><td> Private</td><td>232392.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Other-relative</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 34, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 220098.0, 9.0, 40.0))</td><td>35.0</td><td> Private</td><td>220098.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 301302.0, 13.0, 50.0))</td><td>27.0</td><td> Private</td><td>301302.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 14, 26, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 277946.0, 12.0, 40.0))</td><td>46.0</td><td> Self-emp-not-inc</td><td>277946.0</td><td> Assoc-acdm</td><td>12.0</td><td> Separated</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(4, 10, 23, 31, 43, 48, 52, 55, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 98101.0, 13.0, 7688.0, 45.0))</td><td>34.0</td><td> State-gov</td><td>98101.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>7688.0</td><td>0.0</td><td>45.0</td><td> ?</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 196164.0, 9.0, 35.0))</td><td>34.0</td><td> Private</td><td>196164.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 40, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 115562.0, 10.0, 40.0))</td><td>44.0</td><td> Private</td><td>115562.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 38, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 96975.0, 10.0, 40.0))</td><td>45.0</td><td> Private</td><td>96975.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Handlers-cleaners</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 8, 24, 36, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 137300.0, 9.0, 35.0))</td><td>20.0</td><td> ?</td><td>137300.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> ?</td><td> Other-relative</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 86872.0, 13.0, 55.0))</td><td>25.0</td><td> Private</td><td>86872.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 52.0, 132178.0, 13.0, 50.0))</td><td>52.0</td><td> Self-emp-inc</td><td>132178.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 38, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 416103.0, 10.0, 40.0))</td><td>20.0</td><td> Private</td><td>416103.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 108574.0, 10.0, 40.0))</td><td>28.0</td><td> Private</td><td>108574.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(4, 10, 23, 41, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 288353.0, 13.0, 40.0))</td><td>50.0</td><td> State-gov</td><td>288353.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Protective-serv</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 25, 40, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 227689.0, 11.0, 64.0))</td><td>34.0</td><td> Private</td><td>227689.0</td><td> Assoc-voc</td><td>11.0</td><td> Divorced</td><td> Tech-support</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>64.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 16, 23, 38, 43, 52, 59, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 166481.0, 4.0, 2179.0, 40.0))</td><td>28.0</td><td> Private</td><td>166481.0</td><td> 7th-8th</td><td>4.0</td><td> Married-civ-spouse</td><td> Handlers-cleaners</td><td> Husband</td><td> Other</td><td> Male</td><td>0.0</td><td>2179.0</td><td>40.0</td><td> Puerto-Rico</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 23, 31, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 445382.0, 14.0, 1977.0, 65.0))</td><td>41.0</td><td> Private</td><td>445382.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>1977.0</td><td>65.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 32, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 110145.0, 9.0, 40.0))</td><td>28.0</td><td> Private</td><td>110145.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 317253.0, 9.0, 25.0))</td><td>46.0</td><td> Self-emp-not-inc</td><td>317253.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(3, 9, 23, 36, 47, 48, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 123147.0, 10.0, 1887.0, 40.0))</td><td>28.0</td><td> ?</td><td>123147.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> ?</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>1887.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 364657.0, 10.0, 50.0))</td><td>32.0</td><td> Private</td><td>364657.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 9, 25, 34, 44, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 42346.0, 10.0, 24.0))</td><td>41.0</td><td> Local-gov</td><td>42346.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Other-service</td><td> Not-in-family</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 38, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 241951.0, 9.0, 40.0))</td><td>24.0</td><td> Private</td><td>241951.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 31, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 118500.0, 10.0, 40.0))</td><td>33.0</td><td> Private</td><td>118500.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Exec-managerial</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 20, 23, 31, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 188386.0, 16.0, 15024.0, 60.0))</td><td>46.0</td><td> Private</td><td>188386.0</td><td> Doctorate</td><td>16.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>15024.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 9, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 1033222.0, 10.0, 40.0))</td><td>31.0</td><td> State-gov</td><td>1033222.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 19, 25, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 92440.0, 8.0, 50.0))</td><td>35.0</td><td> Private</td><td>92440.0</td><td> 12th</td><td>8.0</td><td> Divorced</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 22, 23, 35, 43, 48, 52, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 52.0, 190762.0, 2.0, 40.0))</td><td>52.0</td><td> Private</td><td>190762.0</td><td> 1st-4th</td><td>2.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 34, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 426017.0, 7.0, 19.0))</td><td>30.0</td><td> Private</td><td>426017.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>19.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 13, 26, 35, 44, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 243867.0, 7.0, 40.0))</td><td>34.0</td><td> Local-gov</td><td>243867.0</td><td> 11th</td><td>7.0</td><td> Separated</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 8, 25, 37, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 240283.0, 9.0, 40.0))</td><td>34.0</td><td> State-gov</td><td>240283.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Transport-moving</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 61777.0, 10.0, 30.0))</td><td>20.0</td><td> Private</td><td>61777.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 38, 45, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 175024.0, 7.0, 2176.0, 18.0))</td><td>17.0</td><td> Private</td><td>175024.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Own-child</td><td> White</td><td> Male</td><td>2176.0</td><td>0.0</td><td>18.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(4, 10, 23, 31, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 92003.0, 13.0, 40.0))</td><td>32.0</td><td> State-gov</td><td>92003.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 39, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 188401.0, 9.0, 40.0))</td><td>29.0</td><td> Private</td><td>188401.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Farming-fishing</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 15, 24, 30, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 228528.0, 6.0, 35.0))</td><td>33.0</td><td> Private</td><td>228528.0</td><td> 10th</td><td>6.0</td><td> Never-married</td><td> Craft-repair</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 133373.0, 9.0, 60.0))</td><td>25.0</td><td> Private</td><td>133373.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(6, 11, 24, 29, 44, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 255191.0, 14.0, 1408.0, 40.0))</td><td>36.0</td><td> Federal-gov</td><td>255191.0</td><td> Masters</td><td>14.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>1408.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 38, 44, 48, 52, 68, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 204653.0, 9.0, 72.0))</td><td>23.0</td><td> Private</td><td>204653.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>72.0</td><td> Dominican-Republic</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 8, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 63.0, 222289.0, 9.0, 40.0))</td><td>63.0</td><td> Self-emp-inc</td><td>222289.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 11, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 287480.0, 14.0, 40.0))</td><td>47.0</td><td> Local-gov</td><td>287480.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 8, 27, 36, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 80.0, 107762.0, 9.0, 24.0))</td><td>80.0</td><td> ?</td><td>107762.0</td><td> HS-grad</td><td>9.0</td><td> Widowed</td><td> ?</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 13, 24, 36, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 202521.0, 7.0, 40.0))</td><td>17.0</td><td> ?</td><td>202521.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 10, 28, 29, 44, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 204116.0, 13.0, 2174.0, 40.0))</td><td>40.0</td><td> Self-emp-not-inc</td><td>204116.0</td><td> Bachelors</td><td>13.0</td><td> Married-spouse-absent</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>2174.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 14, 23, 34, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 29662.0, 12.0, 25.0))</td><td>30.0</td><td> Private</td><td>29662.0</td><td> Assoc-acdm</td><td>12.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 30, 45, 50, 52, 56, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 116358.0, 10.0, 1980.0, 40.0))</td><td>27.0</td><td> Private</td><td>116358.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Craft-repair</td><td> Own-child</td><td> Asian-Pac-Islander</td><td> Male</td><td>0.0</td><td>1980.0</td><td>40.0</td><td> Philippines</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 208405.0, 14.0, 50.0))</td><td>33.0</td><td> Private</td><td>208405.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 8, 24, 39, 44, 49, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 284843.0, 9.0, 594.0, 60.0))</td><td>34.0</td><td> Local-gov</td><td>284843.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Farming-fishing</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>594.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 9, 24, 41, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 117018.0, 10.0, 40.0))</td><td>34.0</td><td> Local-gov</td><td>117018.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Protective-serv</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 32, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 81281.0, 10.0, 40.0))</td><td>23.0</td><td> Private</td><td>81281.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 9, 23, 32, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 340148.0, 10.0, 40.0))</td><td>42.0</td><td> Local-gov</td><td>340148.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 29, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 363425.0, 13.0, 40.0))</td><td>29.0</td><td> Private</td><td>363425.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 32, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 45857.0, 9.0, 28.0))</td><td>45.0</td><td> Private</td><td>45857.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>28.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(6, 8, 24, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 191073.0, 9.0, 40.0))</td><td>24.0</td><td> Federal-gov</td><td>191073.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Armed-Forces</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 116632.0, 10.0, 40.0))</td><td>44.0</td><td> Private</td><td>116632.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 18, 24, 30, 48, 52, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 405855.0, 5.0, 40.0))</td><td>27.0</td><td> Private</td><td>405855.0</td><td> 9th</td><td>5.0</td><td> Never-married</td><td> Craft-repair</td><td> Other-relative</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 298227.0, 10.0, 35.0))</td><td>20.0</td><td> Private</td><td>298227.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 27, 31, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 290521.0, 9.0, 40.0))</td><td>44.0</td><td> Private</td><td>290521.0</td><td> HS-grad</td><td>9.0</td><td> Widowed</td><td> Exec-managerial</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 51, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 51.0, 56915.0, 9.0, 40.0))</td><td>51.0</td><td> Private</td><td>56915.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> Amer-Indian-Eskimo</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 146538.0, 9.0, 40.0))</td><td>20.0</td><td> Private</td><td>146538.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 13, 24, 36, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 258872.0, 7.0, 5.0))</td><td>17.0</td><td> ?</td><td>258872.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>5.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 35, 45, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 206399.0, 9.0, 40.0))</td><td>19.0</td><td> Private</td><td>206399.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Own-child</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 9, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 197332.0, 10.0, 55.0))</td><td>45.0</td><td> Self-emp-inc</td><td>197332.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 60.0, 245062.0, 9.0, 40.0))</td><td>60.0</td><td> Private</td><td>245062.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 14, 23, 31, 43, 49, 52, 55, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 197583.0, 12.0, 40.0))</td><td>42.0</td><td> Private</td><td>197583.0</td><td> Assoc-acdm</td><td>12.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> ?</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 8, 23, 33, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 234885.0, 9.0, 40.0))</td><td>44.0</td><td> Self-emp-not-inc</td><td>234885.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 12, 23, 35, 43, 50, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 72887.0, 11.0, 40.0))</td><td>40.0</td><td> Private</td><td>72887.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> Asian-Pac-Islander</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 31, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 180374.0, 9.0, 40.0))</td><td>30.0</td><td> Private</td><td>180374.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 37, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 351299.0, 10.0, 50.0))</td><td>38.0</td><td> Private</td><td>351299.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 54012.0, 9.0, 60.0))</td><td>23.0</td><td> Private</td><td>54012.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 23, 36, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 115745.0, 10.0, 40.0))</td><td>32.0</td><td> ?</td><td>115745.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> ?</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 24, 39, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 116632.0, 12.0, 40.0))</td><td>44.0</td><td> Private</td><td>116632.0</td><td> Assoc-acdm</td><td>12.0</td><td> Never-married</td><td> Farming-fishing</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 8, 23, 37, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 54.0, 288825.0, 9.0, 40.0))</td><td>54.0</td><td> Local-gov</td><td>288825.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 132601.0, 13.0, 50.0))</td><td>32.0</td><td> Private</td><td>132601.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 22, 28, 30, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 193374.0, 2.0, 40.0))</td><td>50.0</td><td> Private</td><td>193374.0</td><td> 1st-4th</td><td>2.0</td><td> Married-spouse-absent</td><td> Craft-repair</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 40, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 170070.0, 13.0, 20.0))</td><td>24.0</td><td> Private</td><td>170070.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Tech-support</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 32, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 126708.0, 9.0, 60.0))</td><td>37.0</td><td> Private</td><td>126708.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 37, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 52.0, 35598.0, 9.0, 40.0))</td><td>52.0</td><td> Private</td><td>35598.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Transport-moving</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 33983.0, 10.0, 40.0))</td><td>38.0</td><td> Private</td><td>33983.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 23, 31, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 192776.0, 14.0, 1977.0, 45.0))</td><td>49.0</td><td> Private</td><td>192776.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>1977.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 40, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 118551.0, 13.0, 16.0))</td><td>30.0</td><td> Private</td><td>118551.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>16.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 24, 29, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 60.0, 201965.0, 10.0, 40.0))</td><td>60.0</td><td> Private</td><td>201965.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Prof-specialty</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 24, 36, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 139883.0, 10.0, 40.0))</td><td>22.0</td><td> ?</td><td>139883.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 285020.0, 9.0, 40.0))</td><td>35.0</td><td> Private</td><td>285020.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 37, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 303990.0, 9.0, 60.0))</td><td>30.0</td><td> Private</td><td>303990.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Transport-moving</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 25, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 67.0, 49401.0, 11.0, 24.0))</td><td>67.0</td><td> Private</td><td>49401.0</td><td> Assoc-voc</td><td>11.0</td><td> Divorced</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 30, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 279196.0, 13.0, 40.0))</td><td>46.0</td><td> Private</td><td>279196.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 18, 24, 34, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 211870.0, 5.0, 6.0))</td><td>17.0</td><td> Private</td><td>211870.0</td><td> 9th</td><td>5.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>6.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 38, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 281432.0, 10.0, 30.0))</td><td>22.0</td><td> Private</td><td>281432.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 15, 24, 34, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 161155.0, 6.0, 40.0))</td><td>27.0</td><td> Private</td><td>161155.0</td><td> 10th</td><td>6.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 197904.0, 9.0, 35.0))</td><td>23.0</td><td> Private</td><td>197904.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 23, 30, 43, 48, 52, 77, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 111746.0, 12.0, 45.0))</td><td>33.0</td><td> Private</td><td>111746.0</td><td> Assoc-acdm</td><td>12.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> Portugal</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 9, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 170721.0, 10.0, 20.0))</td><td>43.0</td><td> Self-emp-not-inc</td><td>170721.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 10, 24, 29, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 70100.0, 13.0, 20.0))</td><td>28.0</td><td> State-gov</td><td>70100.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 28, 30, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 193626.0, 9.0, 40.0))</td><td>41.0</td><td> Private</td><td>193626.0</td><td> HS-grad</td><td>9.0</td><td> Married-spouse-absent</td><td> Craft-repair</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 19, 24, 36, 49, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 52.0, 271749.0, 8.0, 594.0, 40.0))</td><td>52.0</td><td> ?</td><td>271749.0</td><td> 12th</td><td>8.0</td><td> Never-married</td><td> ?</td><td> Other-relative</td><td> Black</td><td> Male</td><td>594.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 28, 32, 45, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 189775.0, 10.0, 20.0))</td><td>25.0</td><td> Private</td><td>189775.0</td><td> Some-college</td><td>10.0</td><td> Married-spouse-absent</td><td> Adm-clerical</td><td> Own-child</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 22, 23, 36, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 63.0, 401531.0, 2.0, 35.0))</td><td>63.0</td><td> ?</td><td>401531.0</td><td> 1st-4th</td><td>2.0</td><td> Married-civ-spouse</td><td> ?</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 59.0, 286967.0, 9.0, 45.0))</td><td>59.0</td><td> Local-gov</td><td>286967.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 10, 25, 29, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 164427.0, 13.0, 40.0))</td><td>45.0</td><td> Local-gov</td><td>164427.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Prof-specialty</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 33, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 91039.0, 13.0, 15024.0, 60.0))</td><td>38.0</td><td> Private</td><td>91039.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>15024.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 347934.0, 9.0, 35.0))</td><td>40.0</td><td> Private</td><td>347934.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(6, 8, 25, 32, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 371373.0, 9.0, 40.0))</td><td>46.0</td><td> Federal-gov</td><td>371373.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 24, 31, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 32220.0, 12.0, 60.0))</td><td>35.0</td><td> Private</td><td>32220.0</td><td> Assoc-acdm</td><td>12.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 29, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 187251.0, 9.0, 25.0))</td><td>34.0</td><td> Private</td><td>187251.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Prof-specialty</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 30, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 178107.0, 13.0, 20.0))</td><td>33.0</td><td> Private</td><td>178107.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Craft-repair</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 32, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 343121.0, 9.0, 36.0))</td><td>41.0</td><td> Private</td><td>343121.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Adm-clerical</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>36.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 35, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 262749.0, 10.0, 40.0))</td><td>20.0</td><td> Private</td><td>262749.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 21, 24, 34, 45, 48, 52, 60, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 403107.0, 3.0, 40.0))</td><td>23.0</td><td> Private</td><td>403107.0</td><td> 5th-6th</td><td>3.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> El-Salvador</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 64293.0, 10.0, 35.0))</td><td>26.0</td><td> Private</td><td>64293.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 8, 23, 36, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 72.0, 303588.0, 9.0, 20.0))</td><td>72.0</td><td> ?</td><td>303588.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> ?</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 8, 24, 39, 44, 48, 52, 72, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 324960.0, 9.0, 40.0))</td><td>23.0</td><td> Local-gov</td><td>324960.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Farming-fishing</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Poland</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 62.0, 114060.0, 9.0, 40.0))</td><td>62.0</td><td> Local-gov</td><td>114060.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 32, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 52.0, 48925.0, 10.0, 40.0))</td><td>52.0</td><td> Private</td><td>48925.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 34, 46, 48, 80, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 58.0, 180980.0, 10.0, 42.0))</td><td>58.0</td><td> Private</td><td>180980.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Other-service</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>42.0</td><td> France</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 33, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 181054.0, 13.0, 40.0))</td><td>25.0</td><td> Private</td><td>181054.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 31, 44, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 388093.0, 13.0, 40.0))</td><td>24.0</td><td> Private</td><td>388093.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 41, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 249609.0, 10.0, 8.0))</td><td>19.0</td><td> Private</td><td>249609.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Protective-serv</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>8.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 112131.0, 10.0, 40.0))</td><td>43.0</td><td> Private</td><td>112131.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 8, 26, 32, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 543162.0, 9.0, 40.0))</td><td>47.0</td><td> Local-gov</td><td>543162.0</td><td> HS-grad</td><td>9.0</td><td> Separated</td><td> Adm-clerical</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 34, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 91996.0, 9.0, 40.0))</td><td>39.0</td><td> Private</td><td>91996.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Other-service</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 28, 38, 46, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 141944.0, 11.0, 1380.0, 42.0))</td><td>49.0</td><td> Private</td><td>141944.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-spouse-absent</td><td> Handlers-cleaners</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>1380.0</td><td>42.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 21, 27, 36, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 53.0, 251804.0, 3.0, 30.0))</td><td>53.0</td><td> ?</td><td>251804.0</td><td> 5th-6th</td><td>3.0</td><td> Widowed</td><td> ?</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 24, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 37070.0, 11.0, 45.0))</td><td>32.0</td><td> Private</td><td>37070.0</td><td> Assoc-voc</td><td>11.0</td><td> Never-married</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 337587.0, 10.0, 50.0))</td><td>34.0</td><td> Private</td><td>337587.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 189346.0, 9.0, 45.0))</td><td>28.0</td><td> Private</td><td>189346.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 12, 27, 36, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 57.0, 222216.0, 11.0, 38.0))</td><td>57.0</td><td> ?</td><td>222216.0</td><td> Assoc-voc</td><td>11.0</td><td> Widowed</td><td> ?</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>38.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 32, 44, 51, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 267044.0, 10.0, 20.0))</td><td>25.0</td><td> Private</td><td>267044.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Adm-clerical</td><td> Not-in-family</td><td> Amer-Indian-Eskimo</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 24, 36, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 214635.0, 10.0, 24.0))</td><td>20.0</td><td> ?</td><td>214635.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 24, 36, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 204226.0, 10.0, 35.0))</td><td>21.0</td><td> ?</td><td>204226.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> ?</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 108116.0, 13.0, 50.0))</td><td>34.0</td><td> Private</td><td>108116.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 99146.0, 13.0, 15024.0, 80.0))</td><td>38.0</td><td> Self-emp-inc</td><td>99146.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>15024.0</td><td>0.0</td><td>80.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 31, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 196232.0, 9.0, 7688.0, 50.0))</td><td>50.0</td><td> Private</td><td>196232.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>7688.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 9, 25, 38, 44, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 248344.0, 10.0, 50.0))</td><td>24.0</td><td> Local-gov</td><td>248344.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Handlers-cleaners</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(2, 9, 23, 40, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 186035.0, 10.0, 45.0))</td><td>37.0</td><td> Local-gov</td><td>186035.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 25, 35, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 177905.0, 10.0, 58.0))</td><td>44.0</td><td> Private</td><td>177905.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Machine-op-inspct</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>58.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 33, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 85812.0, 10.0, 40.0))</td><td>28.0</td><td> Private</td><td>85812.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 221172.0, 13.0, 40.0))</td><td>42.0</td><td> Private</td><td>221172.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 32, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 74.0, 99183.0, 10.0, 9.0))</td><td>74.0</td><td> Private</td><td>99183.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>9.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 190387.0, 9.0, 50.0))</td><td>38.0</td><td> Self-emp-not-inc</td><td>190387.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 11, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 202692.0, 14.0, 40.0))</td><td>44.0</td><td> Self-emp-not-inc</td><td>202692.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 25, 35, 46, 59, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 109339.0, 7.0, 46.0))</td><td>44.0</td><td> Private</td><td>109339.0</td><td> 11th</td><td>7.0</td><td> Divorced</td><td> Machine-op-inspct</td><td> Unmarried</td><td> Other</td><td> Female</td><td>0.0</td><td>0.0</td><td>46.0</td><td> Puerto-Rico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 35, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 108658.0, 9.0, 40.0))</td><td>26.0</td><td> Private</td><td>108658.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 34, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 197202.0, 9.0, 40.0))</td><td>36.0</td><td> Private</td><td>197202.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 14, 23, 31, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 101739.0, 12.0, 50.0))</td><td>41.0</td><td> Private</td><td>101739.0</td><td> Assoc-acdm</td><td>12.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 17, 23, 29, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 67.0, 231559.0, 15.0, 20051.0, 48.0))</td><td>67.0</td><td> Private</td><td>231559.0</td><td> Prof-school</td><td>15.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>20051.0</td><td>0.0</td><td>48.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 19, 23, 40, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 207853.0, 8.0, 50.0))</td><td>39.0</td><td> Local-gov</td><td>207853.0</td><td> 12th</td><td>8.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 22, 27, 42, 44, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 57.0, 190942.0, 2.0, 30.0))</td><td>57.0</td><td> Private</td><td>190942.0</td><td> 1st-4th</td><td>2.0</td><td> Widowed</td><td> Priv-house-serv</td><td> Not-in-family</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 26, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 102345.0, 11.0, 40.0))</td><td>29.0</td><td> Private</td><td>102345.0</td><td> Assoc-voc</td><td>11.0</td><td> Separated</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(5, 10, 24, 39, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 41493.0, 13.0, 45.0))</td><td>31.0</td><td> Self-emp-inc</td><td>41493.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Farming-fishing</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 8, 24, 36, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 190027.0, 9.0, 40.0))</td><td>34.0</td><td> ?</td><td>190027.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> ?</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 210525.0, 10.0, 40.0))</td><td>44.0</td><td> Private</td><td>210525.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 20, 24, 29, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 133937.0, 16.0, 40.0))</td><td>29.0</td><td> Private</td><td>133937.0</td><td> Doctorate</td><td>16.0</td><td> Never-married</td><td> Prof-specialty</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 38, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 237903.0, 10.0, 40.0))</td><td>30.0</td><td> Private</td><td>237903.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 37, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 163862.0, 9.0, 40.0))</td><td>27.0</td><td> Private</td><td>163862.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Transport-moving</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 201872.0, 10.0, 50.0))</td><td>27.0</td><td> Private</td><td>201872.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 38, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 84179.0, 9.0, 45.0))</td><td>32.0</td><td> Private</td><td>84179.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 15, 23, 34, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 58.0, 51662.0, 6.0, 8.0))</td><td>58.0</td><td> Private</td><td>51662.0</td><td> 10th</td><td>6.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>8.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 9, 23, 41, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 233327.0, 10.0, 40.0))</td><td>35.0</td><td> Local-gov</td><td>233327.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Protective-serv</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 38, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 259510.0, 9.0, 36.0))</td><td>21.0</td><td> Private</td><td>259510.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>36.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 30, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 184831.0, 10.0, 40.0))</td><td>28.0</td><td> Private</td><td>184831.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Craft-repair</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 9, 25, 31, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 245724.0, 10.0, 50.0))</td><td>46.0</td><td> Self-emp-not-inc</td><td>245724.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 26, 34, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 27053.0, 9.0, 40.0))</td><td>36.0</td><td> Self-emp-not-inc</td><td>27053.0</td><td> HS-grad</td><td>9.0</td><td> Separated</td><td> Other-service</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 27, 32, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 72.0, 205343.0, 7.0, 40.0))</td><td>72.0</td><td> Private</td><td>205343.0</td><td> 11th</td><td>7.0</td><td> Widowed</td><td> Adm-clerical</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 35, 47, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 229328.0, 9.0, 40.0))</td><td>35.0</td><td> Private</td><td>229328.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Wife</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(6, 12, 25, 30, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 319560.0, 11.0, 40.0))</td><td>33.0</td><td> Federal-gov</td><td>319560.0</td><td> Assoc-voc</td><td>11.0</td><td> Divorced</td><td> Craft-repair</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 35, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 69.0, 136218.0, 7.0, 40.0))</td><td>69.0</td><td> Private</td><td>136218.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 54576.0, 9.0, 40.0))</td><td>35.0</td><td> Private</td><td>54576.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 26, 32, 46, 48, 55, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 323069.0, 9.0, 20.0))</td><td>31.0</td><td> Private</td><td>323069.0</td><td> HS-grad</td><td>9.0</td><td> Separated</td><td> Adm-clerical</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> ?</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 40, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 148291.0, 9.0, 32.0))</td><td>34.0</td><td> Private</td><td>148291.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>32.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 23, 34, 43, 48, 52, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 152453.0, 7.0, 40.0))</td><td>30.0</td><td> Private</td><td>152453.0</td><td> 11th</td><td>7.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 37, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 114053.0, 13.0, 55.0))</td><td>28.0</td><td> Private</td><td>114053.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Transport-moving</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 54.0, 212960.0, 13.0, 35.0))</td><td>54.0</td><td> Private</td><td>212960.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 264052.0, 10.0, 50.0))</td><td>47.0</td><td> Private</td><td>264052.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 38, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 82804.0, 9.0, 40.0))</td><td>24.0</td><td> Private</td><td>82804.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 52.0, 334273.0, 13.0, 60.0))</td><td>52.0</td><td> Self-emp-not-inc</td><td>334273.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 38, 45, 51, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 27337.0, 9.0, 48.0))</td><td>20.0</td><td> Private</td><td>27337.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Own-child</td><td> Amer-Indian-Eskimo</td><td> Male</td><td>0.0</td><td>0.0</td><td>48.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(5, 11, 23, 31, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 188436.0, 14.0, 5013.0, 45.0))</td><td>43.0</td><td> Self-emp-inc</td><td>188436.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>5013.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 16, 26, 34, 46, 48, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 433665.0, 4.0, 40.0))</td><td>45.0</td><td> Private</td><td>433665.0</td><td> 7th-8th</td><td>4.0</td><td> Separated</td><td> Other-service</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 26, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 110663.0, 9.0, 35.0))</td><td>29.0</td><td> Self-emp-not-inc</td><td>110663.0</td><td> HS-grad</td><td>9.0</td><td> Separated</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 25, 31, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 87490.0, 14.0, 42.0))</td><td>47.0</td><td> Private</td><td>87490.0</td><td> Masters</td><td>14.0</td><td> Divorced</td><td> Exec-managerial</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>42.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 30, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 354351.0, 9.0, 40.0))</td><td>24.0</td><td> Private</td><td>354351.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Craft-repair</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 51.0, 95469.0, 9.0, 40.0))</td><td>51.0</td><td> Private</td><td>95469.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 33, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 242718.0, 7.0, 12.0))</td><td>17.0</td><td> Private</td><td>242718.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>12.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 12, 23, 30, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 22463.0, 11.0, 1977.0, 40.0))</td><td>37.0</td><td> Private</td><td>22463.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>1977.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 20, 24, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 158156.0, 16.0, 70.0))</td><td>27.0</td><td> Private</td><td>158156.0</td><td> Doctorate</td><td>16.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>70.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 47, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 350162.0, 13.0, 40.0))</td><td>29.0</td><td> Private</td><td>350162.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Wife</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 19, 24, 36, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 165532.0, 8.0, 25.0))</td><td>18.0</td><td> ?</td><td>165532.0</td><td> 12th</td><td>8.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 14, 25, 33, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 28738.0, 12.0, 35.0))</td><td>36.0</td><td> Self-emp-not-inc</td><td>28738.0</td><td> Assoc-acdm</td><td>12.0</td><td> Divorced</td><td> Sales</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 10, 24, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 58.0, 283635.0, 13.0, 40.0))</td><td>58.0</td><td> Local-gov</td><td>283635.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 9, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 86646.0, 10.0, 45.0))</td><td>26.0</td><td> Self-emp-not-inc</td><td>86646.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(3, 9, 23, 36, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 65.0, 195733.0, 10.0, 30.0))</td><td>65.0</td><td> ?</td><td>195733.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> ?</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 57.0, 69884.0, 9.0, 40.0))</td><td>57.0</td><td> Private</td><td>69884.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 59.0, 199713.0, 9.0, 40.0))</td><td>59.0</td><td> Private</td><td>199713.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 181659.0, 9.0, 40.0))</td><td>27.0</td><td> Private</td><td>181659.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 10, 24, 40, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 340939.0, 13.0, 40.0))</td><td>31.0</td><td> Self-emp-not-inc</td><td>340939.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Tech-support</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 197747.0, 10.0, 24.0))</td><td>21.0</td><td> Private</td><td>197747.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 32, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 34292.0, 10.0, 60.0))</td><td>29.0</td><td> Private</td><td>34292.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 34, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 156764.0, 7.0, 40.0))</td><td>18.0</td><td> Private</td><td>156764.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 15, 23, 30, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 52.0, 25826.0, 6.0, 1887.0, 47.0))</td><td>52.0</td><td> Private</td><td>25826.0</td><td> 10th</td><td>6.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>1887.0</td><td>47.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(5, 10, 25, 29, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 57.0, 103948.0, 13.0, 80.0))</td><td>57.0</td><td> Self-emp-inc</td><td>103948.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>80.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 8, 23, 36, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 137390.0, 9.0, 40.0))</td><td>42.0</td><td> ?</td><td>137390.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> ?</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 8, 23, 36, 47, 50, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 55.0, 105138.0, 9.0, 40.0))</td><td>55.0</td><td> ?</td><td>105138.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> ?</td><td> Wife</td><td> Asian-Pac-Islander</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 16, 24, 37, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 60.0, 39352.0, 4.0, 48.0))</td><td>60.0</td><td> Private</td><td>39352.0</td><td> 7th-8th</td><td>4.0</td><td> Never-married</td><td> Transport-moving</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>48.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 29, 43, 48, 52, 58, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 168387.0, 13.0, 7688.0, 40.0))</td><td>31.0</td><td> Private</td><td>168387.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>7688.0</td><td>0.0</td><td>40.0</td><td> Canada</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 32, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 117789.0, 13.0, 40.0))</td><td>23.0</td><td> Private</td><td>117789.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Adm-clerical</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 33, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 267147.0, 9.0, 40.0))</td><td>27.0</td><td> Private</td><td>267147.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 24, 36, 46, 51, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 99399.0, 10.0, 25.0))</td><td>23.0</td><td> ?</td><td>99399.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> ?</td><td> Unmarried</td><td> Amer-Indian-Eskimo</td><td> Female</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 17, 23, 29, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 214242.0, 15.0, 1902.0, 50.0))</td><td>42.0</td><td> Self-emp-not-inc</td><td>214242.0</td><td> Prof-school</td><td>15.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>1902.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 40, 44, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 200408.0, 10.0, 2174.0, 40.0))</td><td>25.0</td><td> Private</td><td>200408.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Tech-support</td><td> Not-in-family</td><td> White</td><td> Male</td><td>2174.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 136455.0, 13.0, 45.0))</td><td>49.0</td><td> Private</td><td>136455.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 40, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 239824.0, 13.0, 40.0))</td><td>32.0</td><td> Private</td><td>239824.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Tech-support</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 32, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 217039.0, 10.0, 28.0))</td><td>19.0</td><td> Private</td><td>217039.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Adm-clerical</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>28.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 16, 25, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 60.0, 51290.0, 4.0, 40.0))</td><td>60.0</td><td> Private</td><td>51290.0</td><td> 7th-8th</td><td>4.0</td><td> Divorced</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 18, 23, 34, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 175674.0, 5.0, 40.0))</td><td>42.0</td><td> Local-gov</td><td>175674.0</td><td> 9th</td><td>5.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 14, 24, 39, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 194404.0, 12.0, 40.0))</td><td>35.0</td><td> Self-emp-not-inc</td><td>194404.0</td><td> Assoc-acdm</td><td>12.0</td><td> Never-married</td><td> Farming-fishing</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 32, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 45612.0, 9.0, 37.0))</td><td>48.0</td><td> Private</td><td>45612.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Adm-clerical</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>37.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 51.0, 410114.0, 14.0, 40.0))</td><td>51.0</td><td> Private</td><td>410114.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 30, 44, 51, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 182521.0, 9.0, 40.0))</td><td>29.0</td><td> Private</td><td>182521.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Craft-repair</td><td> Not-in-family</td><td> Amer-Indian-Eskimo</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 8, 26, 31, 44, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 339772.0, 9.0, 40.0))</td><td>36.0</td><td> Local-gov</td><td>339772.0</td><td> HS-grad</td><td>9.0</td><td> Separated</td><td> Exec-managerial</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 15, 24, 34, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 169658.0, 6.0, 21.0))</td><td>17.0</td><td> Private</td><td>169658.0</td><td> 10th</td><td>6.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>21.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 25, 29, 44, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 52.0, 200853.0, 14.0, 6849.0, 60.0))</td><td>52.0</td><td> Private</td><td>200853.0</td><td> Masters</td><td>14.0</td><td> Divorced</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>6849.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 247564.0, 9.0, 40.0))</td><td>24.0</td><td> Private</td><td>247564.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 38, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 249909.0, 9.0, 50.0))</td><td>24.0</td><td> Private</td><td>249909.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Handlers-cleaners</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 10, 24, 29, 45, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 208122.0, 13.0, 1055.0, 40.0))</td><td>26.0</td><td> Local-gov</td><td>208122.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Own-child</td><td> White</td><td> Male</td><td>1055.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 34, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 109881.0, 13.0, 20.0))</td><td>27.0</td><td> Private</td><td>109881.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 38, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 207824.0, 9.0, 60.0))</td><td>39.0</td><td> Private</td><td>207824.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 37, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 369027.0, 9.0, 45.0))</td><td>30.0</td><td> Private</td><td>369027.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 114117.0, 9.0, 32.0))</td><td>50.0</td><td> Self-emp-not-inc</td><td>114117.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>32.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(5, 10, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 52.0, 51048.0, 13.0, 55.0))</td><td>52.0</td><td> Self-emp-inc</td><td>51048.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 17, 23, 29, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 102388.0, 15.0, 15024.0, 45.0))</td><td>46.0</td><td> Private</td><td>102388.0</td><td> Prof-school</td><td>15.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>15024.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 33, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 190483.0, 13.0, 20.0))</td><td>23.0</td><td> Private</td><td>190483.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 27, 34, 44, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 462440.0, 7.0, 20.0))</td><td>45.0</td><td> Private</td><td>462440.0</td><td> 11th</td><td>7.0</td><td> Widowed</td><td> Other-service</td><td> Not-in-family</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 18, 27, 42, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 65.0, 109351.0, 5.0, 24.0))</td><td>65.0</td><td> Private</td><td>109351.0</td><td> 9th</td><td>5.0</td><td> Widowed</td><td> Priv-house-serv</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 34383.0, 11.0, 55.0))</td><td>29.0</td><td> Private</td><td>34383.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 18, 28, 38, 46, 48, 52, 60, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 241832.0, 5.0, 40.0))</td><td>47.0</td><td> Private</td><td>241832.0</td><td> 9th</td><td>5.0</td><td> Married-spouse-absent</td><td> Handlers-cleaners</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> El-Salvador</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 39, 45, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 124187.0, 9.0, 60.0))</td><td>30.0</td><td> Private</td><td>124187.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Farming-fishing</td><td> Own-child</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 153614.0, 9.0, 45.0))</td><td>34.0</td><td> Private</td><td>153614.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 267556.0, 9.0, 64.0))</td><td>38.0</td><td> Self-emp-not-inc</td><td>267556.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>64.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 205469.0, 10.0, 40.0))</td><td>33.0</td><td> Private</td><td>205469.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 268090.0, 13.0, 26.0))</td><td>49.0</td><td> Private</td><td>268090.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>26.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 9, 24, 34, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 165039.0, 10.0, 40.0))</td><td>47.0</td><td> Self-emp-not-inc</td><td>165039.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Other-service</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 15, 26, 34, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 120451.0, 6.0, 40.0))</td><td>49.0</td><td> Local-gov</td><td>120451.0</td><td> 10th</td><td>6.0</td><td> Separated</td><td> Other-service</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 30, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 154374.0, 10.0, 15024.0, 60.0))</td><td>43.0</td><td> Private</td><td>154374.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>15024.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 32, 47, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 103649.0, 13.0, 40.0))</td><td>30.0</td><td> Private</td><td>103649.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Wife</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 58.0, 35723.0, 9.0, 60.0))</td><td>58.0</td><td> Self-emp-not-inc</td><td>35723.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 262601.0, 9.0, 14.0))</td><td>19.0</td><td> Private</td><td>262601.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>14.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 38, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 226181.0, 13.0, 40.0))</td><td>21.0</td><td> Private</td><td>226181.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 175697.0, 13.0, 15024.0, 60.0))</td><td>33.0</td><td> Private</td><td>175697.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>15024.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(5, 21, 23, 37, 43, 48, 52, 62, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 248145.0, 3.0, 50.0))</td><td>47.0</td><td> Self-emp-inc</td><td>248145.0</td><td> 5th-6th</td><td>3.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> Cuba</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 20, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 52.0, 289436.0, 16.0, 60.0))</td><td>52.0</td><td> Self-emp-not-inc</td><td>289436.0</td><td> Doctorate</td><td>16.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 75654.0, 9.0, 55.0))</td><td>26.0</td><td> Private</td><td>75654.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 60.0, 199378.0, 9.0, 40.0))</td><td>60.0</td><td> Private</td><td>199378.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 38, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 160968.0, 10.0, 40.0))</td><td>21.0</td><td> Private</td><td>160968.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 33, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 188563.0, 10.0, 5178.0, 50.0))</td><td>36.0</td><td> Private</td><td>188563.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>5178.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 55849.0, 10.0, 45.0))</td><td>31.0</td><td> Private</td><td>55849.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 20, 26, 29, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 195322.0, 16.0, 40.0))</td><td>50.0</td><td> Self-emp-inc</td><td>195322.0</td><td> Doctorate</td><td>16.0</td><td> Separated</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 8, 25, 32, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 402089.0, 9.0, 40.0))</td><td>31.0</td><td> Local-gov</td><td>402089.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Adm-clerical</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 71.0, 78277.0, 9.0, 15.0))</td><td>71.0</td><td> Private</td><td>78277.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>15.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 8, 23, 36, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 58.0, 158611.0, 9.0, 50.0))</td><td>58.0</td><td> ?</td><td>158611.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> ?</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(4, 10, 23, 40, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 169496.0, 13.0, 40.0))</td><td>30.0</td><td> State-gov</td><td>169496.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 34, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 130959.0, 10.0, 20.0))</td><td>20.0</td><td> Private</td><td>130959.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 31, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 556660.0, 9.0, 4101.0, 50.0))</td><td>24.0</td><td> Private</td><td>556660.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Exec-managerial</td><td> Other-relative</td><td> White</td><td> Male</td><td>4101.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 20, 23, 29, 43, 50, 52, 74, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 292472.0, 16.0, 40.0))</td><td>35.0</td><td> Private</td><td>292472.0</td><td> Doctorate</td><td>16.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> Asian-Pac-Islander</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Taiwan</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 9, 26, 31, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 143774.0, 10.0, 45.0))</td><td>38.0</td><td> State-gov</td><td>143774.0</td><td> Some-college</td><td>10.0</td><td> Separated</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 35, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 288341.0, 9.0, 32.0))</td><td>27.0</td><td> Private</td><td>288341.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>32.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 9, 24, 32, 46, 50, 56, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 71592.0, 10.0, 40.0))</td><td>29.0</td><td> State-gov</td><td>71592.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Adm-clerical</td><td> Unmarried</td><td> Asian-Pac-Islander</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Philippines</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 18, 27, 36, 46, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 70.0, 167358.0, 5.0, 1111.0, 15.0))</td><td>70.0</td><td> ?</td><td>167358.0</td><td> 9th</td><td>5.0</td><td> Widowed</td><td> ?</td><td> Unmarried</td><td> White</td><td> Female</td><td>1111.0</td><td>0.0</td><td>15.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 106742.0, 9.0, 45.0))</td><td>34.0</td><td> Private</td><td>106742.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 16, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 219288.0, 4.0, 35.0))</td><td>44.0</td><td> Private</td><td>219288.0</td><td> 7th-8th</td><td>4.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 174524.0, 9.0, 40.0))</td><td>43.0</td><td> Private</td><td>174524.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 19, 23, 38, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 335183.0, 8.0, 40.0))</td><td>44.0</td><td> Self-emp-not-inc</td><td>335183.0</td><td> 12th</td><td>8.0</td><td> Married-civ-spouse</td><td> Handlers-cleaners</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 24, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 261293.0, 14.0, 60.0))</td><td>35.0</td><td> Private</td><td>261293.0</td><td> Masters</td><td>14.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 29, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 111900.0, 10.0, 40.0))</td><td>27.0</td><td> Private</td><td>111900.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 11, 24, 29, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 194360.0, 14.0, 38.0))</td><td>43.0</td><td> Local-gov</td><td>194360.0</td><td> Masters</td><td>14.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>38.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 81145.0, 10.0, 25.0))</td><td>20.0</td><td> Private</td><td>81145.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 14, 25, 29, 46, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 341204.0, 12.0, 8614.0, 40.0))</td><td>42.0</td><td> Private</td><td>341204.0</td><td> Assoc-acdm</td><td>12.0</td><td> Divorced</td><td> Prof-specialty</td><td> Unmarried</td><td> White</td><td> Female</td><td>8614.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 9, 23, 37, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 249362.0, 10.0, 3411.0, 40.0))</td><td>27.0</td><td> State-gov</td><td>249362.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>3411.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 247019.0, 9.0, 40.0))</td><td>42.0</td><td> Private</td><td>247019.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 13, 28, 36, 45, 50, 65, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 114746.0, 7.0, 1762.0, 40.0))</td><td>20.0</td><td> ?</td><td>114746.0</td><td> 11th</td><td>7.0</td><td> Married-spouse-absent</td><td> ?</td><td> Own-child</td><td> Asian-Pac-Islander</td><td> Female</td><td>0.0</td><td>1762.0</td><td>40.0</td><td> South</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 18, 24, 35, 44, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 172146.0, 5.0, 1721.0, 40.0))</td><td>24.0</td><td> Private</td><td>172146.0</td><td> 9th</td><td>5.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>1721.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(6, 9, 25, 31, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 110457.0, 10.0, 40.0))</td><td>48.0</td><td> Federal-gov</td><td>110457.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 13, 24, 36, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 80077.0, 7.0, 20.0))</td><td>17.0</td><td> ?</td><td>80077.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 13, 24, 39, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 368700.0, 7.0, 10.0))</td><td>17.0</td><td> Self-emp-not-inc</td><td>368700.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Farming-fishing</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>10.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 182556.0, 13.0, 40.0))</td><td>33.0</td><td> Private</td><td>182556.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 8, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 219420.0, 9.0, 50.0))</td><td>50.0</td><td> Self-emp-inc</td><td>219420.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 33, 45, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 240817.0, 9.0, 2597.0, 40.0))</td><td>22.0</td><td> Private</td><td>240817.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Female</td><td>2597.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 19, 24, 34, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 102726.0, 8.0, 16.0))</td><td>17.0</td><td> Private</td><td>102726.0</td><td> 12th</td><td>8.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>16.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 32, 43, 48, 52, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 226267.0, 10.0, 40.0))</td><td>32.0</td><td> Private</td><td>226267.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 125457.0, 9.0, 45.0))</td><td>31.0</td><td> Private</td><td>125457.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 27, 31, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 58.0, 204021.0, 9.0, 50.0))</td><td>58.0</td><td> Self-emp-not-inc</td><td>204021.0</td><td> HS-grad</td><td>9.0</td><td> Widowed</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 8, 24, 41, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 92262.0, 9.0, 48.0))</td><td>29.0</td><td> Local-gov</td><td>92262.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Protective-serv</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>48.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 12, 23, 30, 43, 48, 52, 77, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 161141.0, 11.0, 40.0))</td><td>37.0</td><td> Private</td><td>161141.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Portugal</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 190290.0, 9.0, 40.0))</td><td>34.0</td><td> Self-emp-not-inc</td><td>190290.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 9, 26, 31, 46, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 430828.0, 10.0, 40.0))</td><td>23.0</td><td> Local-gov</td><td>430828.0</td><td> Some-college</td><td>10.0</td><td> Separated</td><td> Exec-managerial</td><td> Unmarried</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 13, 24, 32, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 59342.0, 7.0, 5.0))</td><td>18.0</td><td> State-gov</td><td>59342.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Adm-clerical</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>5.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 31, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 136721.0, 9.0, 40.0))</td><td>34.0</td><td> Private</td><td>136721.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 16, 24, 36, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 66.0, 149422.0, 4.0, 4.0))</td><td>66.0</td><td> ?</td><td>149422.0</td><td> 7th-8th</td><td>4.0</td><td> Never-married</td><td> ?</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>4.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 10, 23, 29, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 86644.0, 13.0, 55.0))</td><td>45.0</td><td> Local-gov</td><td>86644.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 24, 31, 44, 48, 52, 68, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 195124.0, 14.0, 35.0))</td><td>41.0</td><td> Private</td><td>195124.0</td><td> Masters</td><td>14.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> Dominican-Republic</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 167350.0, 9.0, 30.0))</td><td>26.0</td><td> Private</td><td>167350.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Other-relative</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 9, 23, 39, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 54.0, 113000.0, 10.0, 40.0))</td><td>54.0</td><td> Local-gov</td><td>113000.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Farming-fishing</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 35, 45, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 140027.0, 10.0, 45.0))</td><td>24.0</td><td> Private</td><td>140027.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Own-child</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 262425.0, 10.0, 50.0))</td><td>42.0</td><td> Private</td><td>262425.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 29, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 316702.0, 10.0, 20.0))</td><td>20.0</td><td> Private</td><td>316702.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Prof-specialty</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 10, 24, 40, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 335453.0, 13.0, 20.0))</td><td>23.0</td><td> State-gov</td><td>335453.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Tech-support</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 14, 24, 36, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 202480.0, 12.0, 45.0))</td><td>25.0</td><td> ?</td><td>202480.0</td><td> Assoc-acdm</td><td>12.0</td><td> Never-married</td><td> ?</td><td> Other-relative</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 24, 29, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 203628.0, 14.0, 60.0))</td><td>35.0</td><td> Private</td><td>203628.0</td><td> Masters</td><td>14.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 23, 40, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 118710.0, 14.0, 1902.0, 40.0))</td><td>31.0</td><td> Private</td><td>118710.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>1902.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 29, 45, 48, 72, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 189620.0, 13.0, 40.0))</td><td>30.0</td><td> Private</td><td>189620.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Poland</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 33, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 475028.0, 9.0, 20.0))</td><td>19.0</td><td> Private</td><td>475028.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 10, 24, 29, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 110866.0, 13.0, 50.0))</td><td>36.0</td><td> Local-gov</td><td>110866.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 27, 33, 46, 48, 62, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 243605.0, 13.0, 1380.0, 40.0))</td><td>31.0</td><td> Private</td><td>243605.0</td><td> Bachelors</td><td>13.0</td><td> Widowed</td><td> Sales</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>1380.0</td><td>40.0</td><td> Cuba</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 38, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 163870.0, 10.0, 30.0))</td><td>21.0</td><td> Private</td><td>163870.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 9, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 80145.0, 10.0, 40.0))</td><td>31.0</td><td> Self-emp-not-inc</td><td>80145.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 20, 25, 29, 46, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 295566.0, 16.0, 25236.0, 65.0))</td><td>46.0</td><td> Private</td><td>295566.0</td><td> Doctorate</td><td>16.0</td><td> Divorced</td><td> Prof-specialty</td><td> Unmarried</td><td> White</td><td> Female</td><td>25236.0</td><td>0.0</td><td>65.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 25, 31, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 63042.0, 13.0, 50.0))</td><td>44.0</td><td> Private</td><td>63042.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Exec-managerial</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 19, 23, 34, 43, 49, 52, 64, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 229148.0, 8.0, 40.0))</td><td>40.0</td><td> Private</td><td>229148.0</td><td> 12th</td><td>8.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Jamaica</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 44, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 242552.0, 10.0, 40.0))</td><td>45.0</td><td> Private</td><td>242552.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 60.0, 177665.0, 9.0, 35.0))</td><td>60.0</td><td> Private</td><td>177665.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 34, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 208103.0, 7.0, 25.0))</td><td>18.0</td><td> Private</td><td>208103.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Other-service</td><td> Other-relative</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 296450.0, 13.0, 40.0))</td><td>28.0</td><td> Private</td><td>296450.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 32, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 70282.0, 10.0, 40.0))</td><td>36.0</td><td> Private</td><td>70282.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Adm-clerical</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 26, 29, 44, 48, 52, 55, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 271767.0, 13.0, 40.0))</td><td>36.0</td><td> Private</td><td>271767.0</td><td> Bachelors</td><td>13.0</td><td> Separated</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> ?</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 23, 40, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 144995.0, 11.0, 4386.0, 40.0))</td><td>40.0</td><td> Private</td><td>144995.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>4386.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 10, 25, 32, 46, 48, 91, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 382635.0, 13.0, 35.0))</td><td>36.0</td><td> Local-gov</td><td>382635.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Adm-clerical</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> Honduras</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 26, 34, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 295697.0, 9.0, 40.0))</td><td>31.0</td><td> Private</td><td>295697.0</td><td> HS-grad</td><td>9.0</td><td> Separated</td><td> Other-service</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 194141.0, 9.0, 40.0))</td><td>33.0</td><td> Private</td><td>194141.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 8, 24, 40, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 378418.0, 9.0, 40.0))</td><td>19.0</td><td> State-gov</td><td>378418.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Tech-support</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 214399.0, 10.0, 15.0))</td><td>22.0</td><td> Private</td><td>214399.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>15.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 217460.0, 13.0, 45.0))</td><td>34.0</td><td> Private</td><td>217460.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 182556.0, 9.0, 40.0))</td><td>33.0</td><td> Private</td><td>182556.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 125831.0, 9.0, 2051.0, 60.0))</td><td>41.0</td><td> Private</td><td>125831.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>2051.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 29, 44, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 271328.0, 13.0, 4650.0, 40.0))</td><td>29.0</td><td> Private</td><td>271328.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>4650.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(2, 8, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 50459.0, 9.0, 42.0))</td><td>50.0</td><td> Local-gov</td><td>50459.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>42.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 162140.0, 13.0, 7298.0, 45.0))</td><td>42.0</td><td> Private</td><td>162140.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>7298.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 24, 29, 44, 48, 52, 55, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 177937.0, 13.0, 40.0))</td><td>43.0</td><td> Private</td><td>177937.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> ?</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 33, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 111502.0, 9.0, 40.0))</td><td>44.0</td><td> Private</td><td>111502.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 299047.0, 10.0, 20.0))</td><td>20.0</td><td> Private</td><td>299047.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 34, 43, 48, 52, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 223212.0, 9.0, 40.0))</td><td>31.0</td><td> Private</td><td>223212.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 13, 23, 31, 43, 48, 52, 55, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 65.0, 118474.0, 7.0, 9386.0, 59.0))</td><td>65.0</td><td> Self-emp-not-inc</td><td>118474.0</td><td> 11th</td><td>7.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>9386.0</td><td>0.0</td><td>59.0</td><td> ?</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 352139.0, 10.0, 24.0))</td><td>23.0</td><td> Private</td><td>352139.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 32, 44, 50, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 55.0, 173093.0, 10.0, 40.0))</td><td>55.0</td><td> Private</td><td>173093.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Adm-clerical</td><td> Not-in-family</td><td> Asian-Pac-Islander</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 23, 32, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 181655.0, 11.0, 2377.0, 45.0))</td><td>26.0</td><td> Private</td><td>181655.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>2377.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 24, 34, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 332702.0, 11.0, 15.0))</td><td>25.0</td><td> Private</td><td>332702.0</td><td> Assoc-voc</td><td>11.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>15.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 23, 36, 47, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 51164.0, 10.0, 40.0))</td><td>45.0</td><td> ?</td><td>51164.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> ?</td><td> Wife</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 30, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 234901.0, 10.0, 2407.0, 40.0))</td><td>35.0</td><td> Private</td><td>234901.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>2407.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 44, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 131414.0, 10.0, 36.0))</td><td>36.0</td><td> Private</td><td>131414.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>36.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 260960.0, 13.0, 50.0))</td><td>43.0</td><td> State-gov</td><td>260960.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 27, 34, 46, 49, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 56.0, 156052.0, 9.0, 594.0, 20.0))</td><td>56.0</td><td> Private</td><td>156052.0</td><td> HS-grad</td><td>9.0</td><td> Widowed</td><td> Other-service</td><td> Unmarried</td><td> Black</td><td> Female</td><td>594.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 40, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 279914.0, 13.0, 40.0))</td><td>42.0</td><td> Private</td><td>279914.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 34, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 192453.0, 10.0, 25.0))</td><td>19.0</td><td> Private</td><td>192453.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Other-service</td><td> Other-relative</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 55.0, 200939.0, 9.0, 72.0))</td><td>55.0</td><td> Self-emp-not-inc</td><td>200939.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>72.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 24, 31, 44, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 151408.0, 14.0, 14084.0, 50.0))</td><td>42.0</td><td> Private</td><td>151408.0</td><td> Masters</td><td>14.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Female</td><td>14084.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 24, 40, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 112847.0, 11.0, 40.0))</td><td>26.0</td><td> Private</td><td>112847.0</td><td> Assoc-voc</td><td>11.0</td><td> Never-married</td><td> Tech-support</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 19, 24, 38, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 316929.0, 8.0, 20.0))</td><td>17.0</td><td> Private</td><td>316929.0</td><td> 12th</td><td>8.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(2, 10, 23, 29, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 126319.0, 13.0, 40.0))</td><td>42.0</td><td> Local-gov</td><td>126319.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 55.0, 197422.0, 9.0, 7688.0, 40.0))</td><td>55.0</td><td> Private</td><td>197422.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>7688.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 32, 45, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 267736.0, 10.0, 40.0))</td><td>32.0</td><td> Private</td><td>267736.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Adm-clerical</td><td> Own-child</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 30, 45, 49, 52, 75, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 267034.0, 7.0, 40.0))</td><td>29.0</td><td> Private</td><td>267034.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Craft-repair</td><td> Own-child</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Haiti</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 193047.0, 13.0, 37.0))</td><td>46.0</td><td> State-gov</td><td>193047.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>37.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(4, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 356089.0, 13.0, 7688.0, 40.0))</td><td>29.0</td><td> State-gov</td><td>356089.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>7688.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 29, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 223515.0, 13.0, 20.0))</td><td>22.0</td><td> Private</td><td>223515.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 15, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 58.0, 87510.0, 6.0, 40.0))</td><td>58.0</td><td> Self-emp-not-inc</td><td>87510.0</td><td> 10th</td><td>6.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 37, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 145111.0, 9.0, 50.0))</td><td>23.0</td><td> Private</td><td>145111.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Transport-moving</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 38, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 48093.0, 9.0, 40.0))</td><td>39.0</td><td> Private</td><td>48093.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 24, 30, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 31757.0, 11.0, 38.0))</td><td>27.0</td><td> Private</td><td>31757.0</td><td> Assoc-voc</td><td>11.0</td><td> Never-married</td><td> Craft-repair</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>38.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 54.0, 285854.0, 9.0, 40.0))</td><td>54.0</td><td> Private</td><td>285854.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 10, 24, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 120064.0, 13.0, 45.0))</td><td>33.0</td><td> Local-gov</td><td>120064.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(6, 8, 23, 32, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 167381.0, 9.0, 40.0))</td><td>46.0</td><td> Federal-gov</td><td>167381.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 39, 44, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 103408.0, 9.0, 40.0))</td><td>37.0</td><td> Private</td><td>103408.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Farming-fishing</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 101460.0, 9.0, 18.0))</td><td>36.0</td><td> Private</td><td>101460.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>18.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(2, 8, 23, 32, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 59.0, 420537.0, 9.0, 38.0))</td><td>59.0</td><td> Local-gov</td><td>420537.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>38.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 8, 25, 41, 46, 48, 52, 77, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 119411.0, 9.0, 40.0))</td><td>34.0</td><td> Local-gov</td><td>119411.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Protective-serv</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Portugal</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 20, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 53.0, 128272.0, 16.0, 70.0))</td><td>53.0</td><td> Self-emp-inc</td><td>128272.0</td><td> Doctorate</td><td>16.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>70.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 24, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 51.0, 386773.0, 13.0, 55.0))</td><td>51.0</td><td> Private</td><td>386773.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 15, 26, 34, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 283268.0, 6.0, 42.0))</td><td>32.0</td><td> Private</td><td>283268.0</td><td> 10th</td><td>6.0</td><td> Separated</td><td> Other-service</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>42.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 9, 28, 34, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 301526.0, 10.0, 40.0))</td><td>31.0</td><td> State-gov</td><td>301526.0</td><td> Some-college</td><td>10.0</td><td> Married-spouse-absent</td><td> Other-service</td><td> Other-relative</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 33, 47, 48, 57, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 151790.0, 10.0, 30.0))</td><td>22.0</td><td> Private</td><td>151790.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>30.0</td><td> Germany</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 10, 25, 33, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 106252.0, 13.0, 50.0))</td><td>47.0</td><td> Self-emp-not-inc</td><td>106252.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 35, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 188557.0, 9.0, 40.0))</td><td>32.0</td><td> Private</td><td>188557.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 39, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 171114.0, 10.0, 38.0))</td><td>26.0</td><td> Private</td><td>171114.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Farming-fishing</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>38.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 21, 26, 39, 44, 48, 52, 70, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 327323.0, 3.0, 32.0))</td><td>37.0</td><td> Private</td><td>327323.0</td><td> 5th-6th</td><td>3.0</td><td> Separated</td><td> Farming-fishing</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>32.0</td><td> Guatemala</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 30, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 244147.0, 9.0, 55.0))</td><td>31.0</td><td> Private</td><td>244147.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Craft-repair</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 12, 23, 40, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 280282.0, 11.0, 24.0))</td><td>37.0</td><td> Private</td><td>280282.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 55.0, 116442.0, 9.0, 38.0))</td><td>55.0</td><td> Private</td><td>116442.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>38.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 12, 25, 40, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 282579.0, 11.0, 56.0))</td><td>23.0</td><td> Local-gov</td><td>282579.0</td><td> Assoc-voc</td><td>11.0</td><td> Divorced</td><td> Tech-support</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>56.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 32, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 51838.0, 10.0, 40.0))</td><td>36.0</td><td> Private</td><td>51838.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Adm-clerical</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 23, 29, 43, 48, 52, 55, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 73585.0, 14.0, 40.0))</td><td>34.0</td><td> Private</td><td>73585.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> ?</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 226902.0, 13.0, 50.0))</td><td>43.0</td><td> Private</td><td>226902.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 40, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 54.0, 279129.0, 10.0, 40.0))</td><td>54.0</td><td> Private</td><td>279129.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Tech-support</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(4, 9, 23, 30, 43, 48, 52, 55, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 146908.0, 10.0, 40.0))</td><td>43.0</td><td> State-gov</td><td>146908.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> ?</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 24, 35, 44, 48, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 196690.0, 11.0, 1669.0, 42.0))</td><td>28.0</td><td> Private</td><td>196690.0</td><td> Assoc-voc</td><td>11.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>1669.0</td><td>42.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 12, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 130760.0, 11.0, 50.0))</td><td>40.0</td><td> Private</td><td>130760.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 9, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 49572.0, 10.0, 60.0))</td><td>41.0</td><td> Self-emp-not-inc</td><td>49572.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 24, 33, 44, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 237601.0, 13.0, 55.0))</td><td>40.0</td><td> Private</td><td>237601.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> Other</td><td> Female</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 32, 44, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 169628.0, 10.0, 38.0))</td><td>42.0</td><td> Private</td><td>169628.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Adm-clerical</td><td> Not-in-family</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>38.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 39, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 61.0, 36671.0, 9.0, 2352.0, 50.0))</td><td>61.0</td><td> Self-emp-not-inc</td><td>36671.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Farming-fishing</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>2352.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 19, 24, 35, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 231193.0, 8.0, 30.0))</td><td>18.0</td><td> Private</td><td>231193.0</td><td> 12th</td><td>8.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 8, 23, 36, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 59.0, 192130.0, 9.0, 16.0))</td><td>59.0</td><td> ?</td><td>192130.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> ?</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>16.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 8, 24, 36, 44, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 149704.0, 9.0, 1055.0, 40.0))</td><td>21.0</td><td> ?</td><td>149704.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> ?</td><td> Not-in-family</td><td> White</td><td> Female</td><td>1055.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 12, 23, 40, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 102102.0, 11.0, 50.0))</td><td>48.0</td><td> Private</td><td>102102.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(5, 10, 23, 40, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 32185.0, 13.0, 40.0))</td><td>41.0</td><td> Self-emp-inc</td><td>32185.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 24, 36, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 196061.0, 10.0, 33.0))</td><td>18.0</td><td> ?</td><td>196061.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>33.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 33, 44, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 211046.0, 9.0, 2463.0, 40.0))</td><td>23.0</td><td> Private</td><td>211046.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Female</td><td>2463.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 60.0, 31577.0, 9.0, 60.0))</td><td>60.0</td><td> Private</td><td>31577.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 34, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 162343.0, 10.0, 20.0))</td><td>22.0</td><td> Private</td><td>162343.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Other-service</td><td> Other-relative</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 61.0, 128831.0, 9.0, 40.0))</td><td>61.0</td><td> Private</td><td>128831.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 35, 44, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 316688.0, 9.0, 40.0))</td><td>25.0</td><td> Private</td><td>316688.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 24, 40, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 90758.0, 14.0, 35.0))</td><td>46.0</td><td> Private</td><td>90758.0</td><td> Masters</td><td>14.0</td><td> Never-married</td><td> Tech-support</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 63, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 274363.0, 13.0, 1902.0, 40.0))</td><td>43.0</td><td> Private</td><td>274363.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>1902.0</td><td>40.0</td><td> England</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 25, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 154538.0, 12.0, 40.0))</td><td>43.0</td><td> Private</td><td>154538.0</td><td> Assoc-acdm</td><td>12.0</td><td> Divorced</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 45, 49, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 106085.0, 9.0, 1721.0, 30.0))</td><td>24.0</td><td> Private</td><td>106085.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> Black</td><td> Male</td><td>0.0</td><td>1721.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 13, 24, 39, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 68.0, 315859.0, 7.0, 20.0))</td><td>68.0</td><td> Self-emp-not-inc</td><td>315859.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Farming-fishing</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 32, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 51471.0, 9.0, 38.0))</td><td>31.0</td><td> Private</td><td>51471.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Adm-clerical</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>38.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 33, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 193830.0, 7.0, 20.0))</td><td>17.0</td><td> Private</td><td>193830.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 231043.0, 9.0, 5178.0, 48.0))</td><td>32.0</td><td> Private</td><td>231043.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>5178.0</td><td>0.0</td><td>48.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 11, 28, 36, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 23780.0, 14.0, 40.0))</td><td>50.0</td><td> ?</td><td>23780.0</td><td> Masters</td><td>14.0</td><td> Married-spouse-absent</td><td> ?</td><td> Other-relative</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 169879.0, 13.0, 3103.0, 47.0))</td><td>33.0</td><td> Private</td><td>169879.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>3103.0</td><td>0.0</td><td>47.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 64.0, 270333.0, 13.0, 40.0))</td><td>64.0</td><td> Private</td><td>270333.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 37, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 138768.0, 9.0, 30.0))</td><td>20.0</td><td> Private</td><td>138768.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Transport-moving</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 26, 34, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 191571.0, 9.0, 36.0))</td><td>30.0</td><td> Private</td><td>191571.0</td><td> HS-grad</td><td>9.0</td><td> Separated</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>36.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 24, 36, 45, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 219941.0, 10.0, 40.0))</td><td>22.0</td><td> ?</td><td>219941.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 31, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 94113.0, 10.0, 45.0))</td><td>43.0</td><td> Private</td><td>94113.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 32, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 137510.0, 10.0, 40.0))</td><td>22.0</td><td> Private</td><td>137510.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Adm-clerical</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 15, 24, 39, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 32607.0, 6.0, 20.0))</td><td>17.0</td><td> Private</td><td>32607.0</td><td> 10th</td><td>6.0</td><td> Never-married</td><td> Farming-fishing</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 34, 47, 48, 67, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 93208.0, 9.0, 75.0))</td><td>47.0</td><td> Self-emp-not-inc</td><td>93208.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>75.0</td><td> Italy</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 24, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 254440.0, 11.0, 60.0))</td><td>41.0</td><td> Private</td><td>254440.0</td><td> Assoc-voc</td><td>11.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 56.0, 186556.0, 10.0, 50.0))</td><td>56.0</td><td> Private</td><td>186556.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 64.0, 169871.0, 9.0, 45.0))</td><td>64.0</td><td> Private</td><td>169871.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 191277.0, 9.0, 50.0))</td><td>47.0</td><td> Private</td><td>191277.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 24, 32, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 167159.0, 11.0, 40.0))</td><td>48.0</td><td> Private</td><td>167159.0</td><td> Assoc-voc</td><td>11.0</td><td> Never-married</td><td> Adm-clerical</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 24, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 171871.0, 14.0, 46.0))</td><td>31.0</td><td> Private</td><td>171871.0</td><td> Masters</td><td>14.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>46.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 24, 40, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 154411.0, 11.0, 40.0))</td><td>29.0</td><td> Private</td><td>154411.0</td><td> Assoc-voc</td><td>11.0</td><td> Never-married</td><td> Tech-support</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 27, 32, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 129227.0, 9.0, 40.0))</td><td>30.0</td><td> Private</td><td>129227.0</td><td> HS-grad</td><td>9.0</td><td> Widowed</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 31, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 110331.0, 9.0, 1672.0, 60.0))</td><td>32.0</td><td> Private</td><td>110331.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>1672.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 27, 37, 46, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 57.0, 34269.0, 9.0, 653.0, 42.0))</td><td>57.0</td><td> Private</td><td>34269.0</td><td> HS-grad</td><td>9.0</td><td> Widowed</td><td> Transport-moving</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>653.0</td><td>42.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 27, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 62.0, 174355.0, 9.0, 40.0))</td><td>62.0</td><td> Private</td><td>174355.0</td><td> HS-grad</td><td>9.0</td><td> Widowed</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 26, 35, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 680390.0, 9.0, 24.0))</td><td>39.0</td><td> Private</td><td>680390.0</td><td> HS-grad</td><td>9.0</td><td> Separated</td><td> Machine-op-inspct</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 32, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 233130.0, 10.0, 25.0))</td><td>43.0</td><td> Private</td><td>233130.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(5, 10, 24, 33, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 165474.0, 13.0, 40.0))</td><td>24.0</td><td> Self-emp-inc</td><td>165474.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 13, 23, 36, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 257780.0, 7.0, 15.0))</td><td>42.0</td><td> ?</td><td>257780.0</td><td> 11th</td><td>7.0</td><td> Married-civ-spouse</td><td> ?</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>15.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 32, 47, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 53.0, 194259.0, 10.0, 4386.0, 40.0))</td><td>53.0</td><td> Private</td><td>194259.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Wife</td><td> White</td><td> Female</td><td>4386.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 38, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 280093.0, 10.0, 40.0))</td><td>26.0</td><td> Private</td><td>280093.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 73.0, 177387.0, 9.0, 40.0))</td><td>73.0</td><td> Self-emp-not-inc</td><td>177387.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 13, 27, 36, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 72.0, 28929.0, 7.0, 24.0))</td><td>72.0</td><td> ?</td><td>28929.0</td><td> 11th</td><td>7.0</td><td> Widowed</td><td> ?</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>24.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 55.0, 105304.0, 9.0, 40.0))</td><td>55.0</td><td> Private</td><td>105304.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 32, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 499233.0, 9.0, 40.0))</td><td>25.0</td><td> Private</td><td>499233.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 25, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 180572.0, 13.0, 50.0))</td><td>41.0</td><td> Private</td><td>180572.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 31, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 321435.0, 13.0, 50.0))</td><td>24.0</td><td> Private</td><td>321435.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 27, 39, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 63.0, 86108.0, 9.0, 6.0))</td><td>63.0</td><td> Private</td><td>86108.0</td><td> HS-grad</td><td>9.0</td><td> Widowed</td><td> Farming-fishing</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>6.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 33, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 198124.0, 7.0, 20.0))</td><td>17.0</td><td> Private</td><td>198124.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 135162.0, 10.0, 50.0))</td><td>35.0</td><td> Private</td><td>135162.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 51.0, 146813.0, 10.0, 40.0))</td><td>51.0</td><td> Private</td><td>146813.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 10, 27, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 62.0, 291175.0, 13.0, 48.0))</td><td>62.0</td><td> Local-gov</td><td>291175.0</td><td> Bachelors</td><td>13.0</td><td> Widowed</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>48.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 55.0, 387569.0, 9.0, 4386.0, 40.0))</td><td>55.0</td><td> Private</td><td>387569.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>4386.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 29, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 102895.0, 10.0, 40.0))</td><td>43.0</td><td> Private</td><td>102895.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 8, 25, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 33274.0, 9.0, 50.0))</td><td>40.0</td><td> Local-gov</td><td>33274.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 86551.0, 13.0, 45.0))</td><td>37.0</td><td> Private</td><td>86551.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 138192.0, 13.0, 40.0))</td><td>39.0</td><td> Private</td><td>138192.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 30, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 118966.0, 9.0, 18.0))</td><td>31.0</td><td> Private</td><td>118966.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Craft-repair</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>18.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 27, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 61.0, 99784.0, 14.0, 40.0))</td><td>61.0</td><td> Private</td><td>99784.0</td><td> Masters</td><td>14.0</td><td> Widowed</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 25, 32, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 90980.0, 11.0, 55.0))</td><td>26.0</td><td> Private</td><td>90980.0</td><td> Assoc-voc</td><td>11.0</td><td> Divorced</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 177407.0, 9.0, 50.0))</td><td>46.0</td><td> Self-emp-not-inc</td><td>177407.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 26.0, 96467.0, 13.0, 40.0))</td><td>26.0</td><td> Private</td><td>96467.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(4, 20, 25, 29, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 327886.0, 16.0, 50.0))</td><td>48.0</td><td> State-gov</td><td>327886.0</td><td> Doctorate</td><td>16.0</td><td> Divorced</td><td> Prof-specialty</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 37, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 111567.0, 9.0, 40.0))</td><td>34.0</td><td> Private</td><td>111567.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Transport-moving</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 8, 24, 32, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 166545.0, 9.0, 40.0))</td><td>34.0</td><td> Local-gov</td><td>166545.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Adm-clerical</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 34, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 59.0, 142182.0, 9.0, 40.0))</td><td>59.0</td><td> Private</td><td>142182.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 29, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 188798.0, 13.0, 40.0))</td><td>34.0</td><td> Private</td><td>188798.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 24, 31, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 38563.0, 13.0, 56.0))</td><td>49.0</td><td> Private</td><td>38563.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>56.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 32, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 216284.0, 7.0, 20.0))</td><td>18.0</td><td> Private</td><td>216284.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Adm-clerical</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 39, 43, 48, 52, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 191547.0, 9.0, 40.0))</td><td>43.0</td><td> Private</td><td>191547.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Farming-fishing</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 285335.0, 7.0, 50.0))</td><td>48.0</td><td> Private</td><td>285335.0</td><td> 11th</td><td>7.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(5, 9, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 142712.0, 10.0, 70.0))</td><td>28.0</td><td> Self-emp-inc</td><td>142712.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>70.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 80945.0, 9.0, 40.0))</td><td>33.0</td><td> Private</td><td>80945.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 309055.0, 10.0, 15.0))</td><td>24.0</td><td> Private</td><td>309055.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>15.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 15, 24, 38, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 62339.0, 6.0, 40.0))</td><td>21.0</td><td> Private</td><td>62339.0</td><td> 10th</td><td>6.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 13, 24, 33, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 17.0, 368700.0, 7.0, 28.0))</td><td>17.0</td><td> Private</td><td>368700.0</td><td> 11th</td><td>7.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>28.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 9, 23, 39, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 176186.0, 10.0, 50.0))</td><td>39.0</td><td> Private</td><td>176186.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Farming-fishing</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 10, 26, 29, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 266855.0, 13.0, 40.0))</td><td>29.0</td><td> Self-emp-not-inc</td><td>266855.0</td><td> Bachelors</td><td>13.0</td><td> Separated</td><td> Prof-specialty</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 48087.0, 13.0, 40.0))</td><td>44.0</td><td> Private</td><td>48087.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 37, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 121313.0, 10.0, 50.0))</td><td>24.0</td><td> Private</td><td>121313.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Transport-moving</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 11, 23, 33, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 71.0, 143437.0, 14.0, 10605.0, 40.0))</td><td>71.0</td><td> Self-emp-not-inc</td><td>143437.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>10605.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 10, 23, 33, 43, 50, 52, 66, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 51.0, 160724.0, 13.0, 2415.0, 40.0))</td><td>51.0</td><td> Self-emp-not-inc</td><td>160724.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> Asian-Pac-Islander</td><td> Male</td><td>0.0</td><td>2415.0</td><td>40.0</td><td> China</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 21, 25, 34, 46, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 55.0, 282753.0, 3.0, 25.0))</td><td>55.0</td><td> Private</td><td>282753.0</td><td> 5th-6th</td><td>3.0</td><td> Divorced</td><td> Other-service</td><td> Unmarried</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 194636.0, 13.0, 60.0))</td><td>41.0</td><td> Private</td><td>194636.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 38, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 153044.0, 9.0, 7.0))</td><td>23.0</td><td> Private</td><td>153044.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>7.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 25, 32, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 411797.0, 11.0, 40.0))</td><td>38.0</td><td> Private</td><td>411797.0</td><td> Assoc-voc</td><td>11.0</td><td> Divorced</td><td> Adm-clerical</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 117683.0, 9.0, 40.0))</td><td>39.0</td><td> Private</td><td>117683.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 32, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 376540.0, 9.0, 30.0))</td><td>19.0</td><td> Private</td><td>376540.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 18, 25, 35, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 72393.0, 5.0, 40.0))</td><td>49.0</td><td> Private</td><td>72393.0</td><td> 9th</td><td>5.0</td><td> Divorced</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 32, 48, 52, 56, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 270335.0, 13.0, 40.0))</td><td>32.0</td><td> Private</td><td>270335.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Other-relative</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Philippines</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 96226.0, 9.0, 70.0))</td><td>27.0</td><td> Private</td><td>96226.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>70.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 95336.0, 13.0, 50.0))</td><td>38.0</td><td> Private</td><td>95336.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 30, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 258498.0, 10.0, 60.0))</td><td>33.0</td><td> Private</td><td>258498.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 23, 36, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 63.0, 149698.0, 10.0, 15.0))</td><td>63.0</td><td> ?</td><td>149698.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> ?</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>15.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 31, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 205865.0, 13.0, 28.0))</td><td>23.0</td><td> Private</td><td>205865.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Exec-managerial</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>28.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(5, 9, 23, 30, 43, 48, 52, 55, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 155781.0, 10.0, 60.0))</td><td>33.0</td><td> Self-emp-inc</td><td>155781.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> ?</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 33, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 54.0, 406468.0, 9.0, 40.0))</td><td>54.0</td><td> Self-emp-not-inc</td><td>406468.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 25, 40, 44, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 29.0, 177119.0, 11.0, 2174.0, 45.0))</td><td>29.0</td><td> Private</td><td>177119.0</td><td> Assoc-voc</td><td>11.0</td><td> Divorced</td><td> Tech-support</td><td> Not-in-family</td><td> White</td><td> Female</td><td>2174.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 25, 36, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 144397.0, 10.0, 30.0))</td><td>48.0</td><td> ?</td><td>144397.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> ?</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 10, 24, 31, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 372525.0, 13.0, 40.0))</td><td>35.0</td><td> Self-emp-not-inc</td><td>372525.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 23, 32, 47, 50, 61, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 164170.0, 11.0, 40.0))</td><td>28.0</td><td> Private</td><td>164170.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Wife</td><td> Asian-Pac-Islander</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> India</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 29, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 183800.0, 13.0, 7688.0, 50.0))</td><td>37.0</td><td> Private</td><td>183800.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>7688.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 17, 23, 39, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 177307.0, 15.0, 65.0))</td><td>42.0</td><td> Self-emp-not-inc</td><td>177307.0</td><td> Prof-school</td><td>15.0</td><td> Married-civ-spouse</td><td> Farming-fishing</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>65.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 170108.0, 14.0, 40.0))</td><td>40.0</td><td> Private</td><td>170108.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 33, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 341995.0, 10.0, 55.0))</td><td>47.0</td><td> Private</td><td>341995.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Sales</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 31, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 226508.0, 13.0, 50.0))</td><td>22.0</td><td> Private</td><td>226508.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Exec-managerial</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 30.0, 87418.0, 13.0, 45.0))</td><td>30.0</td><td> Private</td><td>87418.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 40, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 109165.0, 9.0, 40.0))</td><td>28.0</td><td> Private</td><td>109165.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 16, 23, 34, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 63.0, 28856.0, 4.0, 55.0))</td><td>63.0</td><td> Local-gov</td><td>28856.0</td><td> 7th-8th</td><td>4.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 18, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 51.0, 175897.0, 5.0, 20.0))</td><td>51.0</td><td> Self-emp-not-inc</td><td>175897.0</td><td> 9th</td><td>5.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 38, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 99697.0, 9.0, 40.0))</td><td>22.0</td><td> Private</td><td>99697.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Handlers-cleaners</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 14, 23, 36, 45, 51, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 90270.0, 12.0, 40.0))</td><td>27.0</td><td> ?</td><td>90270.0</td><td> Assoc-acdm</td><td>12.0</td><td> Married-civ-spouse</td><td> ?</td><td> Own-child</td><td> Amer-Indian-Eskimo</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 152375.0, 9.0, 45.0))</td><td>35.0</td><td> Private</td><td>152375.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 35, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 171550.0, 9.0, 38.0))</td><td>46.0</td><td> Private</td><td>171550.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>38.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 35, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 211154.0, 10.0, 52.0))</td><td>37.0</td><td> Private</td><td>211154.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>52.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 29, 45, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 24.0, 202570.0, 13.0, 15.0))</td><td>24.0</td><td> Private</td><td>202570.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Prof-specialty</td><td> Own-child</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>15.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 25, 38, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 168496.0, 9.0, 10.0))</td><td>37.0</td><td> Self-emp-not-inc</td><td>168496.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Handlers-cleaners</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>10.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 40, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 53.0, 68898.0, 10.0, 40.0))</td><td>53.0</td><td> Private</td><td>68898.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Tech-support</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 27.0, 93235.0, 9.0, 30.0))</td><td>27.0</td><td> Private</td><td>93235.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 278924.0, 10.0, 44.0))</td><td>38.0</td><td> Private</td><td>278924.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>44.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 15, 23, 39, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 53.0, 311020.0, 6.0, 60.0))</td><td>53.0</td><td> Self-emp-not-inc</td><td>311020.0</td><td> 10th</td><td>6.0</td><td> Married-civ-spouse</td><td> Farming-fishing</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 30, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 175878.0, 10.0, 40.0))</td><td>34.0</td><td> Private</td><td>175878.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Craft-repair</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 33, 45, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 543028.0, 9.0, 40.0))</td><td>23.0</td><td> Private</td><td>543028.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Sales</td><td> Own-child</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 202027.0, 13.0, 15024.0, 45.0))</td><td>39.0</td><td> Private</td><td>202027.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>15024.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 23, 29, 47, 50, 65, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 158926.0, 14.0, 50.0))</td><td>43.0</td><td> Private</td><td>158926.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Wife</td><td> Asian-Pac-Islander</td><td> Female</td><td>0.0</td><td>0.0</td><td>50.0</td><td> South</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 8, 23, 31, 43, 50, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 67.0, 76860.0, 9.0, 40.0))</td><td>67.0</td><td> Self-emp-inc</td><td>76860.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> Asian-Pac-Islander</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 81.0, 136063.0, 9.0, 30.0))</td><td>81.0</td><td> Self-emp-not-inc</td><td>136063.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 34, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 186648.0, 10.0, 20.0))</td><td>21.0</td><td> Private</td><td>186648.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 257509.0, 10.0, 25.0))</td><td>23.0</td><td> Private</td><td>257509.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 37, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 98155.0, 10.0, 40.0))</td><td>25.0</td><td> Private</td><td>98155.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Transport-moving</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 21, 23, 35, 47, 48, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 274198.0, 3.0, 38.0))</td><td>42.0</td><td> Private</td><td>274198.0</td><td> 5th-6th</td><td>3.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>38.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 32, 47, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 97083.0, 10.0, 40.0))</td><td>38.0</td><td> Private</td><td>97083.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Wife</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 8, 23, 36, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 64.0, 29825.0, 9.0, 5.0))</td><td>64.0</td><td> ?</td><td>29825.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> ?</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>5.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 262153.0, 9.0, 40.0))</td><td>32.0</td><td> Private</td><td>262153.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 214738.0, 9.0, 40.0))</td><td>37.0</td><td> Private</td><td>214738.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 51.0, 138022.0, 14.0, 60.0))</td><td>51.0</td><td> Private</td><td>138022.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 91842.0, 10.0, 42.0))</td><td>22.0</td><td> Private</td><td>91842.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>42.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 22, 28, 42, 44, 48, 70, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 373662.0, 2.0, 40.0))</td><td>33.0</td><td> Private</td><td>373662.0</td><td> 1st-4th</td><td>2.0</td><td> Married-spouse-absent</td><td> Priv-house-serv</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Guatemala</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 35, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 162003.0, 9.0, 55.0))</td><td>42.0</td><td> Private</td><td>162003.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 9, 24, 36, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 19.0, 52114.0, 10.0, 10.0))</td><td>19.0</td><td> ?</td><td>52114.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> ?</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>10.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 23, 34, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 51.0, 241843.0, 1.0, 40.0))</td><td>51.0</td><td> Local-gov</td><td>241843.0</td><td> Preschool</td><td>1.0</td><td> Married-civ-spouse</td><td> Other-service</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 32, 47, 48, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 375871.0, 9.0, 40.0))</td><td>23.0</td><td> Private</td><td>375871.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 13, 23, 35, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 186934.0, 7.0, 3103.0, 44.0))</td><td>37.0</td><td> Private</td><td>186934.0</td><td> 11th</td><td>7.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>3103.0</td><td>0.0</td><td>44.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 176900.0, 9.0, 99.0))</td><td>37.0</td><td> Private</td><td>176900.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>99.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 24, 29, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 21906.0, 14.0, 25.0))</td><td>47.0</td><td> Private</td><td>21906.0</td><td> Masters</td><td>14.0</td><td> Never-married</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>25.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 17, 23, 29, 43, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 132222.0, 15.0, 2415.0, 40.0))</td><td>41.0</td><td> Private</td><td>132222.0</td><td> Prof-school</td><td>15.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>2415.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 143653.0, 9.0, 30.0))</td><td>33.0</td><td> Private</td><td>143653.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 24, 33, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 111567.0, 13.0, 40.0))</td><td>31.0</td><td> Private</td><td>111567.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 25, 34, 46, 51, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 31.0, 78602.0, 12.0, 40.0))</td><td>31.0</td><td> Private</td><td>78602.0</td><td> Assoc-acdm</td><td>12.0</td><td> Divorced</td><td> Other-service</td><td> Unmarried</td><td> Amer-Indian-Eskimo</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 35, 43, 49, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 465507.0, 9.0, 40.0))</td><td>35.0</td><td> Private</td><td>465507.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> Black</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 8, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 38.0, 196373.0, 9.0, 40.0))</td><td>38.0</td><td> Self-emp-inc</td><td>196373.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 293227.0, 9.0, 45.0))</td><td>18.0</td><td> Private</td><td>293227.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 241752.0, 9.0, 40.0))</td><td>20.0</td><td> Private</td><td>241752.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 9, 25, 31, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 54.0, 166398.0, 10.0, 35.0))</td><td>54.0</td><td> Local-gov</td><td>166398.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Exec-managerial</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 32, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 184682.0, 10.0, 40.0))</td><td>40.0</td><td> Private</td><td>184682.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Adm-clerical</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 10, 23, 31, 47, 48, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 108293.0, 13.0, 1977.0, 45.0))</td><td>36.0</td><td> Self-emp-inc</td><td>108293.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>1977.0</td><td>45.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 25, 30, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 250802.0, 10.0, 35.0))</td><td>43.0</td><td> Private</td><td>250802.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Craft-repair</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 9, 25, 39, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 325159.0, 10.0, 40.0))</td><td>44.0</td><td> Self-emp-not-inc</td><td>325159.0</td><td> Some-college</td><td>10.0</td><td> Divorced</td><td> Farming-fishing</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(4, 8, 23, 29, 47, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 174675.0, 9.0, 40.0))</td><td>44.0</td><td> State-gov</td><td>174675.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Wife</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 11, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 43.0, 227065.0, 14.0, 43.0))</td><td>43.0</td><td> Private</td><td>227065.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>43.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 16, 27, 34, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 51.0, 269080.0, 4.0, 40.0))</td><td>51.0</td><td> Private</td><td>269080.0</td><td> 7th-8th</td><td>4.0</td><td> Widowed</td><td> Other-service</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 18.0, 177722.0, 9.0, 20.0))</td><td>18.0</td><td> Private</td><td>177722.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 51.0, 133461.0, 10.0, 40.0))</td><td>51.0</td><td> Private</td><td>133461.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 15, 23, 30, 43, 48, 52, 55, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 239683.0, 6.0, 30.0))</td><td>41.0</td><td> Private</td><td>239683.0</td><td> 10th</td><td>6.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> ?</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 9, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 398473.0, 10.0, 70.0))</td><td>44.0</td><td> Self-emp-inc</td><td>398473.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>70.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(2, 15, 25, 37, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 298785.0, 6.0, 40.0))</td><td>33.0</td><td> Local-gov</td><td>298785.0</td><td> 10th</td><td>6.0</td><td> Divorced</td><td> Transport-moving</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(1, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 33.0, 123424.0, 13.0, 40.0))</td><td>33.0</td><td> Self-emp-not-inc</td><td>123424.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 14, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 42.0, 176286.0, 12.0, 40.0))</td><td>42.0</td><td> Private</td><td>176286.0</td><td> Assoc-acdm</td><td>12.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 150062.0, 10.0, 45.0))</td><td>25.0</td><td> Private</td><td>150062.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 35, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 169240.0, 9.0, 38.0))</td><td>32.0</td><td> Private</td><td>169240.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Machine-op-inspct</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>38.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 23, 30, 43, 48, 52, 54, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 32.0, 288273.0, 13.0, 70.0))</td><td>32.0</td><td> Private</td><td>288273.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>70.0</td><td> Mexico</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 15, 25, 31, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 526968.0, 6.0, 40.0))</td><td>36.0</td><td> Private</td><td>526968.0</td><td> 10th</td><td>6.0</td><td> Divorced</td><td> Exec-managerial</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 37, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 57066.0, 9.0, 40.0))</td><td>28.0</td><td> Private</td><td>57066.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Transport-moving</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 34, 45, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 20.0, 323573.0, 9.0, 20.0))</td><td>20.0</td><td> Private</td><td>323573.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Other-service</td><td> Own-child</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 9, 23, 33, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 368825.0, 10.0, 60.0))</td><td>35.0</td><td> Self-emp-inc</td><td>368825.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Sales</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>60.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 55.0, 189721.0, 9.0, 20.0))</td><td>55.0</td><td> Self-emp-not-inc</td><td>189721.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 23, 31, 43, 50, 52, 61, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 164966.0, 13.0, 40.0))</td><td>48.0</td><td> Private</td><td>164966.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> Asian-Pac-Islander</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> India</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 12, 27, 36, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 36.0, 94954.0, 11.0, 20.0))</td><td>36.0</td><td> ?</td><td>94954.0</td><td> Assoc-voc</td><td>11.0</td><td> Widowed</td><td> ?</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 202046.0, 9.0, 35.0))</td><td>34.0</td><td> Private</td><td>202046.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 40, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 28.0, 161538.0, 13.0, 35.0))</td><td>28.0</td><td> Private</td><td>161538.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Tech-support</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 10, 27, 31, 44, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 67.0, 105252.0, 13.0, 2392.0, 40.0))</td><td>67.0</td><td> Private</td><td>105252.0</td><td> Bachelors</td><td>13.0</td><td> Widowed</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>2392.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 37.0, 200153.0, 9.0, 40.0))</td><td>37.0</td><td> Private</td><td>200153.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 37, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 32185.0, 9.0, 70.0))</td><td>44.0</td><td> Private</td><td>32185.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Transport-moving</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>70.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 33, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 25.0, 178326.0, 10.0, 40.0))</td><td>25.0</td><td> Private</td><td>178326.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 24, 31, 44, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 21.0, 255957.0, 10.0, 4101.0, 40.0))</td><td>21.0</td><td> Private</td><td>255957.0</td><td> Some-college</td><td>10.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Female</td><td>4101.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(4, 11, 23, 29, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 188693.0, 14.0, 35.0))</td><td>40.0</td><td> State-gov</td><td>188693.0</td><td> Masters</td><td>14.0</td><td> Married-civ-spouse</td><td> Prof-specialty</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 27, 34, 44, 49, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 78.0, 182977.0, 9.0, 2964.0, 40.0))</td><td>78.0</td><td> Private</td><td>182977.0</td><td> HS-grad</td><td>9.0</td><td> Widowed</td><td> Other-service</td><td> Not-in-family</td><td> Black</td><td> Female</td><td>2964.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 38, 45, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 34.0, 159929.0, 9.0, 40.0))</td><td>34.0</td><td> Private</td><td>159929.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Handlers-cleaners</td><td> Own-child</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 32, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 49.0, 123207.0, 9.0, 44.0))</td><td>49.0</td><td> Private</td><td>123207.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>44.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 14, 24, 32, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 22.0, 284317.0, 12.0, 40.0))</td><td>22.0</td><td> Private</td><td>284317.0</td><td> Assoc-acdm</td><td>12.0</td><td> Never-married</td><td> Adm-clerical</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(3, 8, 24, 36, 46, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 23.0, 184699.0, 9.0, 40.0))</td><td>23.0</td><td> ?</td><td>184699.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> ?</td><td> Unmarried</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 24, 39, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 60.0, 154474.0, 9.0, 42.0))</td><td>60.0</td><td> Self-emp-not-inc</td><td>154474.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Farming-fishing</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>42.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(2, 8, 27, 41, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 318280.0, 9.0, 40.0))</td><td>45.0</td><td> Local-gov</td><td>318280.0</td><td> HS-grad</td><td>9.0</td><td> Widowed</td><td> Protective-serv</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 25, 34, 44, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 63.0, 254907.0, 11.0, 20.0))</td><td>63.0</td><td> Private</td><td>254907.0</td><td> Assoc-voc</td><td>11.0</td><td> Divorced</td><td> Other-service</td><td> Not-in-family</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>20.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 30, 45, 49, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 349221.0, 9.0, 35.0))</td><td>41.0</td><td> Private</td><td>349221.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Craft-repair</td><td> Own-child</td><td> Black</td><td> Female</td><td>0.0</td><td>0.0</td><td>35.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 32, 46, 48, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 335973.0, 9.0, 40.0))</td><td>47.0</td><td> Private</td><td>335973.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Adm-clerical</td><td> Unmarried</td><td> White</td><td> Female</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 25, 30, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 44.0, 126701.0, 9.0, 40.0))</td><td>44.0</td><td> Private</td><td>126701.0</td><td> HS-grad</td><td>9.0</td><td> Divorced</td><td> Craft-repair</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 27, 29, 44, 48, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 51.0, 122159.0, 10.0, 3325.0, 40.0))</td><td>51.0</td><td> Private</td><td>122159.0</td><td> Some-college</td><td>10.0</td><td> Widowed</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Female</td><td>3325.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 10, 24, 33, 44, 48, 52, 53, 94, 95, 96, 98, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 46.0, 187370.0, 13.0, 1504.0, 40.0))</td><td>46.0</td><td> Private</td><td>187370.0</td><td> Bachelors</td><td>13.0</td><td> Never-married</td><td> Sales</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>1504.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 12, 23, 35, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 41.0, 194636.0, 11.0, 40.0))</td><td>41.0</td><td> Private</td><td>194636.0</td><td> Assoc-voc</td><td>11.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(1, 8, 23, 30, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 50.0, 124793.0, 9.0, 30.0))</td><td>50.0</td><td> Self-emp-not-inc</td><td>124793.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Craft-repair</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>30.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 32, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 47.0, 192835.0, 9.0, 50.0))</td><td>47.0</td><td> Private</td><td>192835.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Adm-clerical</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 8, 24, 31, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 35.0, 290226.0, 9.0, 45.0))</td><td>35.0</td><td> Private</td><td>290226.0</td><td> HS-grad</td><td>9.0</td><td> Never-married</td><td> Exec-managerial</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(0, 8, 23, 31, 43, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 56.0, 112840.0, 9.0, 55.0))</td><td>56.0</td><td> Private</td><td>112840.0</td><td> HS-grad</td><td>9.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>55.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 11, 25, 29, 44, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 45.0, 89325.0, 14.0, 45.0))</td><td>45.0</td><td> Private</td><td>89325.0</td><td> Masters</td><td>14.0</td><td> Divorced</td><td> Prof-specialty</td><td> Not-in-family</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>45.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(6, 10, 25, 31, 46, 48, 52, 53, 94, 95, 96, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 48.0, 33109.0, 13.0, 58.0))</td><td>48.0</td><td> Federal-gov</td><td>33109.0</td><td> Bachelors</td><td>13.0</td><td> Divorced</td><td> Exec-managerial</td><td> Unmarried</td><td> White</td><td> Male</td><td>0.0</td><td>0.0</td><td>58.0</td><td> United-States</td><td> >50K</td></tr><tr><td>0.0</td><td>List(0, 100, List(0, 9, 23, 35, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 40.0, 82465.0, 10.0, 2580.0, 40.0))</td><td>40.0</td><td> Private</td><td>82465.0</td><td> Some-college</td><td>10.0</td><td> Married-civ-spouse</td><td> Machine-op-inspct</td><td> Husband</td><td> White</td><td> Male</td><td>2580.0</td><td>0.0</td><td>40.0</td><td> United-States</td><td> <=50K</td></tr><tr><td>1.0</td><td>List(0, 100, List(5, 10, 23, 31, 43, 48, 52, 53, 94, 95, 96, 97, 99), List(1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 39.0, 329980.0, 13.0, 15024.0, 50.0))</td><td>39.0</td><td> Self-emp-inc</td><td>329980.0</td><td> Bachelors</td><td>13.0</td><td> Married-civ-spouse</td><td> Exec-managerial</td><td> Husband</td><td> White</td><td> Male</td><td>15024.0</td><td>0.0</td><td>50.0</td><td> United-States</td><td> >50K</td></tr></tbody></table></div>"]}}],"execution_count":23},{"cell_type":"code","source":["### Randomly split data into training and test sets. set seed for reproducibility\n(trainingData, testData) = dataset.randomSplit([0.7, 0.3], seed=100)\nprint(trainingData.count())\nprint(testData.count())"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\">22832\n9729\n</div>"]}}],"execution_count":24},{"cell_type":"markdown","source":["## Fit and Evaluate Models\n\nWe are now ready to try out some of the Binary Classification algorithms available in the Pipelines API.\n\nOut of these algorithms, the below are also capable of supporting multiclass classification with the Python API:\n- Decision Tree Classifier\n- Random Forest Classifier\n\nThese are the general steps we will take to build our models:\n- Create initial model using the training set\n- Tune parameters with a `ParamGrid` and 5-fold Cross Validation\n- Evaluate the best model obtained from the Cross Validation using the test set\n\nWe use the `BinaryClassificationEvaluator` to evaluate our models, which uses [areaUnderROC] as the default metric.\n\n[areaUnderROC]: https://en.wikipedia.org/wiki/Receiver_operating_characteristic#Area_under_the_curve"],"metadata":{}},{"cell_type":"markdown","source":["## Logistic Regression\n\nYou can read more about [Logistic Regression] from the [classification and regression] section of MLlib Programming Guide.\nIn the Pipelines API, we are now able to perform Elastic-Net Regularization with Logistic Regression, as well as other linear methods.\n\n[classification and regression]: https://spark.apache.org/docs/latest/ml-classification-regression.html\n[Logistic Regression]: https://spark.apache.org/docs/latest/ml-classification-regression.html#logistic-regression"],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml.classification import LogisticRegression\n\n# Create initial LogisticRegression model\nlr = LogisticRegression(labelCol=\"label\", featuresCol=\"features\", maxIter=10)\n\n# Train model with Training Data\nlrModel = lr.fit(trainingData)"],"metadata":{},"outputs":[],"execution_count":27},{"cell_type":"code","source":["# Make predictions on test data using the transform() method.\n# LogisticRegression.transform() will only use the 'features' column.\npredictions = lrModel.transform(testData)"],"metadata":{},"outputs":[],"execution_count":28},{"cell_type":"code","source":["# View model's predictions and probabilities of each prediction class\n# You can select any columns in the above schema to view as well. For example's sake we will choose age & occupation\nselected = predictions.select(\"label\", \"prediction\", \"probability\", \"age\", \"occupation\")\ndisplay(selected)"],"metadata":{},"outputs":[],"execution_count":29},{"cell_type":"markdown","source":["We can use ``BinaryClassificationEvaluator`` to evaluate our model. We can set the required column names in `rawPredictionCol` and `labelCol` Param and the metric in `metricName` Param."],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml.evaluation import BinaryClassificationEvaluator\n\n# Evaluate model\nevaluator = BinaryClassificationEvaluator(rawPredictionCol=\"rawPrediction\")\nevaluator.evaluate(predictions)"],"metadata":{},"outputs":[],"execution_count":31},{"cell_type":"markdown","source":["Note that the default metric for the ``BinaryClassificationEvaluator`` is ``areaUnderROC``"],"metadata":{}},{"cell_type":"code","source":["evaluator.getMetricName()"],"metadata":{},"outputs":[],"execution_count":33},{"cell_type":"markdown","source":["The evaluator currently accepts 2 kinds of metrics - areaUnderROC and areaUnderPR.\nWe can set it to areaUnderPR by using evaluator.setMetricName(\"areaUnderPR\").\n\nNow we will try tuning the model with the ``ParamGridBuilder`` and the ``CrossValidator``.\n\nIf you are unsure what params are available for tuning, you can use ``explainParams()`` to print a list of all params and their definitions."],"metadata":{}},{"cell_type":"code","source":["print(lr.explainParams())"],"metadata":{},"outputs":[],"execution_count":35},{"cell_type":"markdown","source":["As we indicate 3 values for regParam, 3 values for maxIter, and 2 values for elasticNetParam,\nthis grid will have 3 x 3 x 3 = 27 parameter settings for CrossValidator to choose from.\nWe will create a 5-fold cross validator."],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml.tuning import ParamGridBuilder, CrossValidator\n\n# Create ParamGrid for Cross Validation\nparamGrid = (ParamGridBuilder()\n .addGrid(lr.regParam, [0.01, 0.5, 2.0])\n .addGrid(lr.elasticNetParam, [0.0, 0.5, 1.0])\n .addGrid(lr.maxIter, [1, 5, 10])\n .build())"],"metadata":{},"outputs":[],"execution_count":37},{"cell_type":"code","source":["# Create 5-fold CrossValidator\ncv = CrossValidator(estimator=lr, estimatorParamMaps=paramGrid, evaluator=evaluator, numFolds=5)\n\n# Run cross validations\ncvModel = cv.fit(trainingData)\n# this will likely take a fair amount of time because of the amount of models that we're creating and testing"],"metadata":{},"outputs":[],"execution_count":38},{"cell_type":"code","source":["# Use test set to measure the accuracy of our model on new data\npredictions = cvModel.transform(testData)"],"metadata":{},"outputs":[],"execution_count":39},{"cell_type":"code","source":["# cvModel uses the best model found from the Cross Validation\n# Evaluate best model\nevaluator.evaluate(predictions)"],"metadata":{},"outputs":[],"execution_count":40},{"cell_type":"markdown","source":["We can also access the model's feature weights and intercepts easily"],"metadata":{}},{"cell_type":"code","source":["print('Model Intercept: ', cvModel.bestModel.intercept)"],"metadata":{},"outputs":[],"execution_count":42},{"cell_type":"code","source":["weights = cvModel.bestModel.coefficients\nweights = [(float(w),) for w in weights] # convert numpy type to float, and to tuple\nweightsDF = sqlContext.createDataFrame(weights, [\"Feature Weight\"])\ndisplay(weightsDF)"],"metadata":{},"outputs":[],"execution_count":43},{"cell_type":"code","source":["# View best model's predictions and probabilities of each prediction class\nselected = predictions.select(\"label\", \"prediction\", \"probability\", \"age\", \"occupation\")\ndisplay(selected)"],"metadata":{},"outputs":[],"execution_count":44},{"cell_type":"markdown","source":["## Decision Trees\n\nYou can read more about [Decision Trees](http://spark.apache.org/docs/latest/mllib-decision-tree.html) in the Spark MLLib Programming Guide.\nThe Decision Trees algorithm is popular because it handles categorical\ndata and works out of the box with multiclass classification tasks."],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml.classification import DecisionTreeClassifier\n\n# Create initial Decision Tree Model\ndt = DecisionTreeClassifier(labelCol=\"label\", featuresCol=\"features\", maxDepth=3)\n\n# Train model with Training Data\ndtModel = dt.fit(trainingData)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":46},{"cell_type":"markdown","source":["We can extract the number of nodes in our decision tree as well as the\ntree depth of our model."],"metadata":{}},{"cell_type":"code","source":["print(\"numNodes = \", dtModel.numNodes)\nprint(\"depth = \", dtModel.depth)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\">numNodes = 11\ndepth = 3\n</div>"]}}],"execution_count":48},{"cell_type":"code","source":["display(dtModel)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .table-result-container {\n max-height: 300px;\n overflow: auto;\n }\n table, th, td {\n border: 1px solid black;\n border-collapse: collapse;\n }\n th, td {\n padding: 5px;\n }\n th {\n text-align: left;\n }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>treeNode</th></tr></thead><tbody><tr><td>{\"index\":5,\"featureType\":\"categorical\",\"prediction\":null,\"threshold\":null,\"categories\":[0.0],\"feature\":23,\"overflow\":false}</td></tr><tr><td>{\"index\":1,\"featureType\":\"continuous\",\"prediction\":null,\"threshold\":7792.0,\"categories\":null,\"feature\":97,\"overflow\":false}</td></tr><tr><td>{\"index\":0,\"featureType\":null,\"prediction\":0.0,\"threshold\":null,\"categories\":null,\"feature\":null,\"overflow\":false}</td></tr><tr><td>{\"index\":3,\"featureType\":\"continuous\",\"prediction\":null,\"threshold\":20.5,\"categories\":null,\"feature\":94,\"overflow\":false}</td></tr><tr><td>{\"index\":2,\"featureType\":null,\"prediction\":0.0,\"threshold\":null,\"categories\":null,\"feature\":null,\"overflow\":false}</td></tr><tr><td>{\"index\":4,\"featureType\":null,\"prediction\":1.0,\"threshold\":null,\"categories\":null,\"feature\":null,\"overflow\":false}</td></tr><tr><td>{\"index\":9,\"featureType\":\"continuous\",\"prediction\":null,\"threshold\":12.5,\"categories\":null,\"feature\":96,\"overflow\":false}</td></tr><tr><td>{\"index\":7,\"featureType\":\"continuous\",\"prediction\":null,\"threshold\":3368.0,\"categories\":null,\"feature\":97,\"overflow\":false}</td></tr><tr><td>{\"index\":6,\"featureType\":null,\"prediction\":0.0,\"threshold\":null,\"categories\":null,\"feature\":null,\"overflow\":false}</td></tr><tr><td>{\"index\":8,\"featureType\":null,\"prediction\":1.0,\"threshold\":null,\"categories\":null,\"feature\":null,\"overflow\":false}</td></tr><tr><td>{\"index\":10,\"featureType\":null,\"prediction\":1.0,\"threshold\":null,\"categories\":null,\"feature\":null,\"overflow\":false}</td></tr></tbody></table></div>"]}}],"execution_count":49},{"cell_type":"code","source":["# Make predictions on test data using the Transformer.transform() method.\npredictions = dtModel.transform(testData)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":50},{"cell_type":"code","source":["predictions.printSchema()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\">root\n-- label: double (nullable = false)\n-- features: vector (nullable = true)\n-- age: double (nullable = true)\n-- workclass: string (nullable = true)\n-- fnlwgt: double (nullable = true)\n-- education: string (nullable = true)\n-- education_num: double (nullable = true)\n-- marital_status: string (nullable = true)\n-- occupation: string (nullable = true)\n-- relationship: string (nullable = true)\n-- race: string (nullable = true)\n-- sex: string (nullable = true)\n-- capital_gain: double (nullable = true)\n-- capital_loss: double (nullable = true)\n-- hours_per_week: double (nullable = true)\n-- native_country: string (nullable = true)\n-- income: string (nullable = true)\n-- rawPrediction: vector (nullable = true)\n-- probability: vector (nullable = true)\n-- prediction: double (nullable = false)\n\n</div>"]}}],"execution_count":51},{"cell_type":"code","source":["# View model's predictions and probabilities of each prediction class\nselected = predictions.select(\"label\", \"prediction\", \"probability\", \"age\", \"occupation\")\ndisplay(selected)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .table-result-container {\n max-height: 300px;\n overflow: auto;\n }\n table, th, td {\n border: 1px solid black;\n border-collapse: collapse;\n }\n th, td {\n padding: 5px;\n }\n th {\n text-align: left;\n }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>label</th><th>prediction</th><th>probability</th><th>age</th><th>occupation</th></tr></thead><tbody><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>39.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>39.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>60.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>20.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>35.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>48.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>46.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>56.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>61.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>19.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>22.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>22.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>39.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>40.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>40.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>46.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>46.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>46.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>47.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>47.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>47.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>47.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>48.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>48.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>48.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>48.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>48.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>48.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>49.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>49.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>52.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>53.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>54.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>54.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>54.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>55.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>56.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>58.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>58.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>60.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>60.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>61.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>62.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>63.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>53.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>46.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>47.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>57.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>60.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>47.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>46.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>22.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>23.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>39.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>53.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>57.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>57.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>58.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>26.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>48.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>49.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>57.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>20.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>39.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>40.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>59.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>26.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>52.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>54.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>61.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>47.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>56.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>63.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>61.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>63.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>58.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>47.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>61.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>20.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>31.0</td><td> Sales</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>39.0</td><td> Sales</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>42.0</td><td> Sales</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>46.0</td><td> Sales</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>54.0</td><td> Sales</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>70.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>75.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>23.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>22.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>26.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>40.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>46.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>52.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>52.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>52.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>54.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>57.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>57.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>59.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>59.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>59.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>60.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>60.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>63.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>66.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>68.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>49.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>46.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Sales</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>38.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>52.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>22.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>47.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>62.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Sales</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>27.0</td><td> Sales</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>40.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>26.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>39.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>53.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>45.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>63.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>22.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>48.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>49.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>54.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>58.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>60.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>61.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>64.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>69.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>57.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>23.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>46.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>55.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>61.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>66.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>47.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>49.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>26.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>47.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>52.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>54.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>60.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>40.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>47.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>54.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>49.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>55.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>26.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>32.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>20.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>22.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>23.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>26.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>39.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>39.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>40.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>40.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>40.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>46.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>46.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>48.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>48.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>48.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>49.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>52.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>52.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>53.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>53.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>53.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>54.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>56.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>56.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>56.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>57.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>57.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>58.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>58.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>60.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>61.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>90.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>59.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>21.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>46.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>63.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>52.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>48.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>19.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>22.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>23.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>26.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>34.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>39.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>45.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>47.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>48.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>48.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>49.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>52.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>53.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>53.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>54.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>56.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>57.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>57.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>60.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>61.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>61.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>64.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>65.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>69.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>39.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>40.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>45.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>26.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>31.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>1.0</td><td>List(1, 2, List(), List(0.27598566308243727, 0.7240143369175627))</td><td>47.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>46.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>21.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>23.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>31.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>32.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>39.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>39.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>42.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>43.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>46.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>63.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>33.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>23.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>50.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>63.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>29.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>47.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>21.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>27.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>28.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>37.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>39.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>39.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>53.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>58.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>59.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>64.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>40.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>52.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>25.0</td><td> Tech-support</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>35.0</td><td> Tech-support</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>36.0</td><td> Tech-support</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>41.0</td><td> Tech-support</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>51.0</td><td> Tech-support</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>55.0</td><td> Tech-support</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>26.0</td><td> Protective-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>30.0</td><td> Protective-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>47.0</td><td> Protective-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>64.0</td><td> Protective-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>44.0</td><td> Protective-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>38.0</td><td> Protective-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>24.0</td><td> Protective-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>53.0</td><td> Priv-house-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7010492093985518, 0.2989507906014482))</td><td>58.0</td><td> Priv-house-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>43.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>33.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>39.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>34.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>56.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>41.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>20.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>20.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>20.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>33.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>40.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>42.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>44.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>44.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>49.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>40.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>20.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>20.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>28.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>28.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>42.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>35.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>46.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>30.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>36.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>46.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>57.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>26.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>27.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>28.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>28.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>29.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>41.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>44.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>27.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>41.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>29.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>31.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>31.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>26.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>47.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>34.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>52.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>34.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>42.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>34.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>45.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>26.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>28.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>33.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>33.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>37.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>39.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>39.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>54.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>36.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>26.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>28.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>29.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>29.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>33.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>34.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>35.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>36.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>38.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>40.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>56.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>36.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>44.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>17.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>18.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>26.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>33.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>33.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>34.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>37.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>41.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>18.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>18.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>18.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>18.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>20.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>20.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>30.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>30.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>50.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>18.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>20.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>45.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>49.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>26.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>30.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>38.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>43.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>49.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>20.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>52.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>20.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>36.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>32.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>47.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>54.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>42.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>52.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>18.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>18.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>20.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>25.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>35.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>35.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>36.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>41.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>52.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>18.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>23.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>26.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>29.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>29.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>34.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>26.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>18.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>21.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>28.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>31.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>24.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>22.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>17.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>18.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>18.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515784281486354, 0.048421571851364684))</td><td>18.0</td><td> Sales</td></tr></tbody></table></div>"]}}],"execution_count":52},{"cell_type":"markdown","source":["We will evaluate our Decision Tree model with\n`BinaryClassificationEvaluator`."],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml.evaluation import BinaryClassificationEvaluator\n# Evaluate model\nevaluator = BinaryClassificationEvaluator()\nevaluator.evaluate(predictions)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\">Out[16]: 0.7389268249816493</div>"]}}],"execution_count":54},{"cell_type":"markdown","source":["Entropy and the Gini coefficient are the supported measures of impurity for Decision Trees. This is ``Gini`` by default. Changing this value is simple, ``model.setImpurity(\"Entropy\")``."],"metadata":{}},{"cell_type":"code","source":["dt.getImpurity()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\">Out[17]: 'gini'</div>"]}}],"execution_count":56},{"cell_type":"markdown","source":["Now we will try tuning the model with the ``ParamGridBuilder`` and the ``CrossValidator``.\n\nAs we indicate 3 values for maxDepth and 3 values for maxBin, this grid will have 3 x 3 = 9 parameter settings for ``CrossValidator`` to choose from. We will create a 5-fold CrossValidator."],"metadata":{}},{"cell_type":"code","source":["# Create ParamGrid for Cross Validation\nfrom pyspark.ml.tuning import ParamGridBuilder, CrossValidator\nparamGrid = (ParamGridBuilder()\n .addGrid(dt.maxDepth, [1, 2, 6, 10])\n .addGrid(dt.maxBins, [20, 40, 80])\n .build())"],"metadata":{},"outputs":[],"execution_count":58},{"cell_type":"code","source":["# Create 5-fold CrossValidator\ncv = CrossValidator(estimator=dt, estimatorParamMaps=paramGrid, evaluator=evaluator, numFolds=5)\n\n# Run cross validations\ncvModel = cv.fit(trainingData)\n# Takes ~5 minutes"],"metadata":{},"outputs":[],"execution_count":59},{"cell_type":"code","source":["print(\"numNodes = \", cvModel.bestModel.numNodes)\nprint(\"depth = \", cvModel.bestModel.depth)"],"metadata":{},"outputs":[],"execution_count":60},{"cell_type":"code","source":["# Use test set to measure the accuracy of our model on new data\npredictions = cvModel.transform(testData)"],"metadata":{},"outputs":[],"execution_count":61},{"cell_type":"code","source":["# cvModel uses the best model found from the Cross Validation\n# Evaluate best model\nevaluator.evaluate(predictions)"],"metadata":{},"outputs":[],"execution_count":62},{"cell_type":"code","source":["# View Best model's predictions and probabilities of each prediction class\nselected = predictions.select(\"label\", \"prediction\", \"probability\", \"age\", \"occupation\")\ndisplay(selected)"],"metadata":{},"outputs":[],"execution_count":63},{"cell_type":"markdown","source":["## Random Forest\n\nRandom Forests uses an ensemble of trees to improve model accuracy.\nYou can read more about [Random Forest] from the [classification and regression] section of MLlib Programming Guide.\n\n[classification and regression]: https://spark.apache.org/docs/latest/ml-classification-regression.html\n[Random Forest]: https://spark.apache.org/docs/latest/ml-classification-regression.html#random-forests"],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml.classification import RandomForestClassifier\n\n# Create an initial RandomForest model.\nrf = RandomForestClassifier(labelCol=\"label\", featuresCol=\"features\")\n\n# Train model with Training Data\nrfModel = rf.fit(trainingData)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":65},{"cell_type":"code","source":["# Make predictions on test data using the Transformer.transform() method.\npredictions = rfModel.transform(testData)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":66},{"cell_type":"code","source":["predictions.printSchema()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\">root\n-- label: double (nullable = false)\n-- features: vector (nullable = true)\n-- age: double (nullable = true)\n-- workclass: string (nullable = true)\n-- fnlwgt: double (nullable = true)\n-- education: string (nullable = true)\n-- education_num: double (nullable = true)\n-- marital_status: string (nullable = true)\n-- occupation: string (nullable = true)\n-- relationship: string (nullable = true)\n-- race: string (nullable = true)\n-- sex: string (nullable = true)\n-- capital_gain: double (nullable = true)\n-- capital_loss: double (nullable = true)\n-- hours_per_week: double (nullable = true)\n-- native_country: string (nullable = true)\n-- income: string (nullable = true)\n-- rawPrediction: vector (nullable = true)\n-- probability: vector (nullable = true)\n-- prediction: double (nullable = false)\n\n</div>"]}}],"execution_count":67},{"cell_type":"code","source":["# View model's predictions and probabilities of each prediction class\nselected = predictions.select(\"label\", \"prediction\", \"probability\", \"age\", \"occupation\")\ndisplay(selected)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .table-result-container {\n max-height: 300px;\n overflow: auto;\n }\n table, th, td {\n border: 1px solid black;\n border-collapse: collapse;\n }\n th, td {\n padding: 5px;\n }\n th {\n text-align: left;\n }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>label</th><th>prediction</th><th>probability</th><th>age</th><th>occupation</th></tr></thead><tbody><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.537048668949202, 0.4629513310507979))</td><td>36.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6776796783146757, 0.3223203216853244))</td><td>32.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6524471509421086, 0.3475528490578914))</td><td>33.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6783793074615304, 0.3216206925384696))</td><td>39.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6524471509421086, 0.3475528490578914))</td><td>39.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6783793074615304, 0.3216206925384696))</td><td>50.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6783793074615304, 0.3216206925384696))</td><td>51.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6854267291327509, 0.3145732708672492))</td><td>60.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6783793074615304, 0.3216206925384696))</td><td>34.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8385976167514594, 0.16140238324854073))</td><td>20.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7429757356891866, 0.2570242643108133))</td><td>35.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7429757356891866, 0.2570242643108133))</td><td>42.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7429757356891866, 0.2570242643108133))</td><td>43.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7500231573604071, 0.24997684263959283))</td><td>48.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7500231573604071, 0.24997684263959283))</td><td>50.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7164169713868287, 0.28358302861317136))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>46.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>56.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7260326591573598, 0.2739673408426401))</td><td>28.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.5649183163806137, 0.43508168361938615))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.5649183163806137, 0.43508168361938615))</td><td>41.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.5989725001324517, 0.40102749986754826))</td><td>61.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7495369326616335, 0.2504630673383666))</td><td>19.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>22.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7495369326616335, 0.2504630673383666))</td><td>22.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7123947341158026, 0.28760526588419744))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7123947341158026, 0.28760526588419744))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7123947341158026, 0.28760526588419744))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7123947341158026, 0.28760526588419744))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7123947341158026, 0.28760526588419744))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7123947341158026, 0.28760526588419744))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7123947341158026, 0.28760526588419744))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7123947341158026, 0.28760526588419744))</td><td>28.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7123947341158026, 0.28760526588419744))</td><td>28.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>28.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7123947341158026, 0.28760526588419744))</td><td>28.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7123947341158026, 0.28760526588419744))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7123947341158026, 0.28760526588419744))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7123947341158026, 0.28760526588419744))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7164169713868287, 0.28358302861317136))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7164169713868287, 0.28358302861317136))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7164169713868287, 0.28358302861317136))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7164169713868287, 0.28358302861317136))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7164169713868287, 0.28358302861317136))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7164169713868287, 0.28358302861317136))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7164169713868287, 0.28358302861317136))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7164169713868287, 0.28358302861317136))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7164169713868287, 0.28358302861317136))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>33.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>33.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>33.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>33.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>33.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>35.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>35.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.724164022204904, 0.2758359777950961))</td><td>35.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6943829347701842, 0.30561706522981585))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6943829347701842, 0.30561706522981585))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>39.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.724164022204904, 0.2758359777950961))</td><td>40.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>40.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>41.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>41.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.724164022204904, 0.2758359777950961))</td><td>41.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>42.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>42.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>42.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>42.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6943829347701842, 0.30561706522981585))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>44.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>46.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>46.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>46.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>47.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6943829347701842, 0.30561706522981585))</td><td>47.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>47.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>47.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>48.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>48.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>48.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>48.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>48.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>48.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6941148046905797, 0.3058851953094202))</td><td>49.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>49.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>50.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>50.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.724164022204904, 0.2758359777950961))</td><td>50.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>50.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.724164022204904, 0.2758359777950961))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>52.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>53.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>54.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>54.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>54.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>55.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>56.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.724164022204904, 0.2758359777950961))</td><td>58.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>58.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>60.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>60.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>61.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>62.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>63.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.722776944498013, 0.27722305550198706))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7164169713868287, 0.28358302861317136))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>53.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7424895109904129, 0.25751048900958706))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7164169713868287, 0.28358302861317136))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>33.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>46.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>47.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>44.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>44.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>57.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>60.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>47.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7123947341158026, 0.28760526588419744))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>46.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7164169713868287, 0.28358302861317136))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7171166005336833, 0.2828833994663166))</td><td>45.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7930692927282379, 0.2069307072717621))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6918441686330731, 0.30815583136692704))</td><td>22.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6918441686330731, 0.30815583136692704))</td><td>23.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6918441686330731, 0.30815583136692704))</td><td>27.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6918441686330731, 0.30815583136692704))</td><td>28.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6314432377854109, 0.368556762214589))</td><td>30.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6314432377854109, 0.368556762214589))</td><td>31.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6707066480642646, 0.32929335193573545))</td><td>34.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6707066480642646, 0.32929335193573545))</td><td>35.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6707066480642646, 0.32929335193573545))</td><td>36.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6314432377854109, 0.368556762214589))</td><td>37.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6707066480642646, 0.32929335193573545))</td><td>37.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6707066480642646, 0.32929335193573545))</td><td>37.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6707066480642646, 0.32929335193573545))</td><td>38.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6707066480642646, 0.32929335193573545))</td><td>38.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6314432377854109, 0.368556762214589))</td><td>39.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6707066480642646, 0.32929335193573545))</td><td>41.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6314432377854109, 0.368556762214589))</td><td>42.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6707066480642646, 0.32929335193573545))</td><td>43.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6314432377854109, 0.368556762214589))</td><td>45.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6314432377854109, 0.368556762214589))</td><td>53.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6707066480642646, 0.32929335193573545))</td><td>57.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6314432377854109, 0.368556762214589))</td><td>57.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6314432377854109, 0.368556762214589))</td><td>58.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6707066480642646, 0.32929335193573545))</td><td>44.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6918441686330731, 0.30815583136692704))</td><td>26.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6314432377854109, 0.368556762214589))</td><td>33.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6996744616047751, 0.30032553839522486))</td><td>44.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7129707557741639, 0.2870292442258361))</td><td>30.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7129707557741639, 0.2870292442258361))</td><td>48.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6766377061716284, 0.32336229382837167))</td><td>49.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7129707557741639, 0.2870292442258361))</td><td>57.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7129707557741639, 0.2870292442258361))</td><td>34.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>20.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.721702744024102, 0.2782972559758981))</td><td>39.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>40.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.721702744024102, 0.2782972559758981))</td><td>59.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>34.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>26.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6912220274425274, 0.3087779725574726))</td><td>30.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7139556932060267, 0.2860443067939734))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7139556932060267, 0.2860443067939734))</td><td>32.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7139556932060267, 0.2860443067939734))</td><td>32.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7139556932060267, 0.2860443067939734))</td><td>32.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>34.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6916535265097777, 0.30834647349022226))</td><td>38.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>41.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>42.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>42.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>45.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>51.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>51.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>52.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>54.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>61.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>47.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>45.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>56.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7139556932060267, 0.2860443067939734))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>63.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7761849959338922, 0.22381500406610777))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7772052170722009, 0.22279478292779906))</td><td>29.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7792344531520284, 0.22076554684797162))</td><td>61.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7721870314808078, 0.22781296851919208))</td><td>63.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.70640135905287, 0.29359864094712995))</td><td>29.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7761849959338922, 0.22381500406610777))</td><td>24.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7761849959338922, 0.22381500406610777))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7761849959338922, 0.22381500406610777))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7832324176051128, 0.21676758239488728))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7761849959338922, 0.22381500406610777))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7888087242099023, 0.21119127579009764))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7888087242099023, 0.21119127579009764))</td><td>32.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7792344531520284, 0.22076554684797162))</td><td>34.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7298795996694089, 0.27012040033059115))</td><td>38.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7298795996694089, 0.27012040033059115))</td><td>41.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7298795996694089, 0.27012040033059115))</td><td>42.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7721870314808078, 0.22781296851919208))</td><td>58.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7721870314808078, 0.22781296851919208))</td><td>47.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7772052170722009, 0.22279478292779906))</td><td>29.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7721870314808078, 0.22781296851919208))</td><td>61.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7772052170722009, 0.22279478292779906))</td><td>29.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7792344531520284, 0.22076554684797162))</td><td>33.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8317152076634731, 0.16828479233652696))</td><td>20.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8073382729871068, 0.19266172701289322))</td><td>51.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7139556932060267, 0.2860443067939734))</td><td>31.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>39.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>42.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>46.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>54.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>70.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.721702744024102, 0.2782972559758981))</td><td>75.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6160811508494872, 0.3839188491505128))</td><td>23.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>28.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>22.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>25.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>25.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>25.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>26.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>27.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>28.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>28.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>29.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>32.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>34.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>34.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>34.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>35.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>35.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>36.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>37.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>37.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>40.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>41.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>42.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>42.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>45.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>46.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>50.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>50.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6919216565893822, 0.30807834341061785))</td><td>52.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.721702744024102, 0.2782972559758981))</td><td>52.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>52.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>54.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>57.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>57.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>59.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>59.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>59.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>60.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>60.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>63.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>66.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>68.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.721702744024102, 0.2782972559758981))</td><td>49.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>46.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>28.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>38.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.5894638002804292, 0.4105361997195707))</td><td>52.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>22.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>47.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>62.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7139556932060267, 0.2860443067939734))</td><td>32.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>41.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>25.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8416863354926228, 0.15831366450737724))</td><td>30.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7761849959338922, 0.22381500406610777))</td><td>27.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7792344531520284, 0.22076554684797162))</td><td>40.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7832324176051128, 0.21676758239488728))</td><td>26.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7499124265452825, 0.25008757345471755))</td><td>27.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7792344531520284, 0.22076554684797162))</td><td>33.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7721870314808078, 0.22781296851919208))</td><td>39.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7792344531520284, 0.22076554684797162))</td><td>53.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7721870314808078, 0.22781296851919208))</td><td>50.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8387626293346935, 0.16123737066530647))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>45.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7422798809907459, 0.257720119009254))</td><td>63.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7596292670351883, 0.24037073296481165))</td><td>22.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7596292670351883, 0.24037073296481165))</td><td>24.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7666766887064088, 0.2333233112935912))</td><td>25.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7596292670351883, 0.24037073296481165))</td><td>28.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7345328301726707, 0.2654671698273292))</td><td>31.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7345328301726707, 0.2654671698273292))</td><td>31.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.705108281163863, 0.29489171883613696))</td><td>35.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>37.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>45.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>48.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>49.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7093003028001038, 0.29069969719989625))</td><td>54.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7422798809907459, 0.257720119009254))</td><td>58.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>60.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>61.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>64.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7422798809907459, 0.257720119009254))</td><td>69.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7472778116538995, 0.25272218834610055))</td><td>25.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7422798809907459, 0.257720119009254))</td><td>44.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>57.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7093003028001038, 0.29069969719989625))</td><td>37.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7044086520170082, 0.2955913479829917))</td><td>30.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7596292670351883, 0.24037073296481165))</td><td>23.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>37.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7596292670351883, 0.24037073296481165))</td><td>27.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7422798809907459, 0.257720119009254))</td><td>34.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>36.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>46.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>55.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>61.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7422798809907459, 0.257720119009254))</td><td>66.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>33.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7422798809907459, 0.257720119009254))</td><td>47.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7352324593195255, 0.2647675406804745))</td><td>49.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.705108281163863, 0.29489171883613696))</td><td>43.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8059719211246354, 0.19402807887536444))</td><td>26.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7999447205917237, 0.20005527940827622))</td><td>29.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.792764168447452, 0.20723583155254802))</td><td>45.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.792764168447452, 0.20723583155254802))</td><td>47.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7998115901186724, 0.20018840988132758))</td><td>52.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.792764168447452, 0.20723583155254802))</td><td>54.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.792764168447452, 0.20723583155254802))</td><td>60.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.792764168447452, 0.20723583155254802))</td><td>33.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8023384395053259, 0.19766156049467404))</td><td>31.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7998115901186724, 0.20018840988132758))</td><td>40.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7998115901186724, 0.20018840988132758))</td><td>47.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.792764168447452, 0.20723583155254802))</td><td>54.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7998115901186724, 0.20018840988132758))</td><td>49.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8023384395053259, 0.19766156049467404))</td><td>32.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.78887263824724, 0.21112736175276006))</td><td>55.0</td><td> Other-service</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7226309195891755, 0.2773690804108244))</td><td>26.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7453645853526749, 0.2546354146473252))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6964983585236142, 0.30350164147638575))</td><td>32.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.697197987670469, 0.302802012329531))</td><td>38.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>41.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.722430515043036, 0.277569484956964))</td><td>31.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7453645853526749, 0.2546354146473252))</td><td>20.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7453645853526749, 0.2546354146473252))</td><td>22.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7226309195891755, 0.2773690804108244))</td><td>23.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7453645853526749, 0.2546354146473252))</td><td>24.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7453645853526749, 0.2546354146473252))</td><td>24.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7226309195891755, 0.2773690804108244))</td><td>24.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7453645853526749, 0.2546354146473252))</td><td>24.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7453645853526749, 0.2546354146473252))</td><td>25.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7226309195891755, 0.2773690804108244))</td><td>26.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7226309195891755, 0.2773690804108244))</td><td>27.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7453645853526749, 0.2546354146473252))</td><td>27.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7453645853526749, 0.2546354146473252))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7453645853526749, 0.2546354146473252))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7453645853526749, 0.2546354146473252))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7453645853526749, 0.2546354146473252))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7226309195891755, 0.2773690804108244))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7226309195891755, 0.2773690804108244))</td><td>29.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6996968492795368, 0.3003031507204632))</td><td>30.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.722430515043036, 0.277569484956964))</td><td>31.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.722430515043036, 0.277569484956964))</td><td>31.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.722430515043036, 0.277569484956964))</td><td>32.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.722430515043036, 0.277569484956964))</td><td>32.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.722430515043036, 0.277569484956964))</td><td>32.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>33.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>33.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.697197987670469, 0.302802012329531))</td><td>34.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7301775658611114, 0.26982243413888873))</td><td>35.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>35.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7003964784263916, 0.2996035215736085))</td><td>35.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>36.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>36.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>36.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.697197987670469, 0.302802012329531))</td><td>36.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>37.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>38.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>39.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>39.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>40.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>40.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.697197987670469, 0.302802012329531))</td><td>40.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>41.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>42.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>43.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>43.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>43.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>44.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>45.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>45.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.697197987670469, 0.302802012329531))</td><td>46.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>46.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>48.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.697197987670469, 0.302802012329531))</td><td>48.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>48.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>49.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.697197987670469, 0.302802012329531))</td><td>50.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>50.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.697197987670469, 0.302802012329531))</td><td>50.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>51.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>51.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>52.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.697197987670469, 0.302802012329531))</td><td>52.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>53.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.697197987670469, 0.302802012329531))</td><td>53.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>53.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>54.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>56.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>56.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>56.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>57.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>57.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>58.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>58.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>60.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>61.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>90.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7653233259667498, 0.23467667403325015))</td><td>27.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7327066744217554, 0.26729332557824464))</td><td>41.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7327066744217554, 0.26729332557824464))</td><td>59.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7549411155845394, 0.24505888441546056))</td><td>29.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7327066744217554, 0.26729332557824464))</td><td>37.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7453645853526749, 0.2546354146473252))</td><td>21.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7453645853526749, 0.2546354146473252))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.722430515043036, 0.277569484956964))</td><td>31.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.722430515043036, 0.277569484956964))</td><td>31.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.722430515043036, 0.277569484956964))</td><td>32.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>34.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>35.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>35.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>44.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>45.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>46.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>63.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7327066744217554, 0.26729332557824464))</td><td>36.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7226309195891755, 0.2773690804108244))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7231301441898907, 0.2768698558101092))</td><td>44.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7327066744217554, 0.26729332557824464))</td><td>52.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8115282451860567, 0.1884717548139433))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7721870314808078, 0.22781296851919208))</td><td>45.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7761849959338922, 0.22381500406610777))</td><td>24.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7832324176051128, 0.21676758239488728))</td><td>24.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7772052170722009, 0.22279478292779906))</td><td>28.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7298795996694089, 0.27012040033059115))</td><td>48.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7721870314808078, 0.22781296851919208))</td><td>51.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7721870314808078, 0.22781296851919208))</td><td>35.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8097375483659317, 0.19026245163406838))</td><td>19.0</td><td> Machine-op-inspct</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>42.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.5652598976293011, 0.434740102370699))</td><td>30.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.5894638002804292, 0.4105361997195707))</td><td>36.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>22.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>23.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>25.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>25.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>25.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>25.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>25.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>25.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>26.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>28.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>28.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>28.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>28.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>29.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>29.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7139556932060267, 0.2860443067939734))</td><td>30.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>30.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7139556932060267, 0.2860443067939734))</td><td>30.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7139556932060267, 0.2860443067939734))</td><td>31.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>31.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>31.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6880235366866049, 0.3119764633133951))</td><td>32.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7139556932060267, 0.2860443067939734))</td><td>32.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7139556932060267, 0.2860443067939734))</td><td>32.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7139556932060267, 0.2860443067939734))</td><td>32.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6916535265097777, 0.30834647349022226))</td><td>33.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>33.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>33.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>33.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>33.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>34.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>34.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>34.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>35.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>35.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>35.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.721702744024102, 0.2782972559758981))</td><td>36.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>37.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>37.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>37.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>37.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>38.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>38.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>38.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>39.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>41.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>41.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>42.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.721702744024102, 0.2782972559758981))</td><td>42.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>43.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>44.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>44.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>44.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>45.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>45.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>47.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>48.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6919216565893822, 0.30807834341061785))</td><td>48.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6919216565893822, 0.30807834341061785))</td><td>49.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>50.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>51.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>52.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>53.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>53.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>54.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>56.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>57.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>57.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>60.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>61.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>61.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>64.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.721702744024102, 0.2782972559758981))</td><td>65.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>69.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>41.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>28.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>28.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>29.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>50.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>39.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>43.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>37.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>40.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7139556932060267, 0.2860443067939734))</td><td>31.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>36.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>44.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>45.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>26.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>29.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>38.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7721870314808078, 0.22781296851919208))</td><td>41.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7962876536501573, 0.20371234634984264))</td><td>29.0</td><td> Transport-moving</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7496161088695246, 0.2503838911304753))</td><td>25.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7266820385598858, 0.27331796144011417))</td><td>31.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7014495111873188, 0.2985504888126812))</td><td>47.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>46.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7496161088695246, 0.2503838911304753))</td><td>21.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7496161088695246, 0.2503838911304753))</td><td>23.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7496161088695246, 0.2503838911304753))</td><td>24.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7496161088695246, 0.2503838911304753))</td><td>25.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7496161088695246, 0.2503838911304753))</td><td>25.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7496161088695246, 0.2503838911304753))</td><td>27.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7496161088695246, 0.2503838911304753))</td><td>27.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7266143130264211, 0.273385686973579))</td><td>29.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7007498820404641, 0.29925011795953593))</td><td>30.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7266820385598858, 0.27331796144011417))</td><td>30.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7266820385598858, 0.27331796144011417))</td><td>31.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7337294602311063, 0.26627053976889364))</td><td>32.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>33.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>36.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7014495111873188, 0.2985504888126812))</td><td>36.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>37.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>38.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>38.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>39.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>39.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>42.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>42.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7014495111873188, 0.2985504888126812))</td><td>43.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>43.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>46.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>50.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>63.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>35.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>41.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>33.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7496161088695246, 0.2503838911304753))</td><td>23.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7496161088695246, 0.2503838911304753))</td><td>27.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>35.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>50.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7273816677067406, 0.27261833229325944))</td><td>63.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7566635305407451, 0.24333646945925486))</td><td>27.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7496161088695246, 0.2503838911304753))</td><td>29.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7792344531520284, 0.22076554684797162))</td><td>44.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7721870314808078, 0.22781296851919208))</td><td>35.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7721870314808078, 0.22781296851919208))</td><td>47.0</td><td> Handlers-cleaners</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>21.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>24.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>27.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7141560977521662, 0.2858439022478338))</td><td>28.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>35.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>35.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>35.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.721702744024102, 0.2782972559758981))</td><td>37.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>37.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>37.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.721702744024102, 0.2782972559758981))</td><td>39.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>39.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>44.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>53.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>58.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>59.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.721702744024102, 0.2782972559758981))</td><td>64.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>24.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>40.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>52.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7721870314808078, 0.22781296851919208))</td><td>36.0</td><td> Farming-fishing</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>25.0</td><td> Tech-support</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>35.0</td><td> Tech-support</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.6887231658334596, 0.3112768341665404))</td><td>36.0</td><td> Tech-support</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>41.0</td><td> Tech-support</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>51.0</td><td> Tech-support</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.721702744024102, 0.2782972559758981))</td><td>55.0</td><td> Tech-support</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7368897635156655, 0.26311023648433457))</td><td>26.0</td><td> Protective-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7139556932060267, 0.2860443067939734))</td><td>30.0</td><td> Protective-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>47.0</td><td> Protective-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>64.0</td><td> Protective-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>44.0</td><td> Protective-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7146553223528813, 0.28534467764711857))</td><td>38.0</td><td> Protective-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7109378806704771, 0.2890621193295228))</td><td>24.0</td><td> Protective-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8073382729871068, 0.19266172701289322))</td><td>53.0</td><td> Priv-house-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7650308411757076, 0.2349691588242923))</td><td>58.0</td><td> Priv-house-serv</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8987891052259215, 0.10121089477407848))</td><td>43.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9373742082436668, 0.06262579175633323))</td><td>22.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8987891052259215, 0.10121089477407848))</td><td>33.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8698949475574367, 0.13010505244256346))</td><td>39.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8997999483615587, 0.10020005163844131))</td><td>34.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8772175653907575, 0.12278243460924251))</td><td>56.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9387690227714485, 0.061230977228551545))</td><td>23.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9159282733242601, 0.08407172667574005))</td><td>24.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9374159980925304, 0.06258400190746959))</td><td>22.0</td><td> Prof-specialty</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8771762861701115, 0.12282371382988859))</td><td>41.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9200302957769072, 0.0799697042230928))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.949363772174124, 0.050636227825876026))</td><td>19.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>20.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>20.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>20.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9213154996368296, 0.07868450036317048))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.949363772174124, 0.050636227825876026))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>22.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9213154996368296, 0.07868450036317048))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9213154996368296, 0.07868450036317048))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9213154996368296, 0.07868450036317048))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9213154996368296, 0.07868450036317048))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.909984220174241, 0.09001577982575908))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.921765500679738, 0.07823449932026201))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8867505572279853, 0.11324944277201464))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8867505572279853, 0.11324944277201464))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.912191229621864, 0.08780877037813598))</td><td>33.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.912191229621864, 0.08780877037813598))</td><td>38.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.912191229621864, 0.08780877037813598))</td><td>40.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.912191229621864, 0.08780877037813598))</td><td>42.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8771762861701115, 0.12282371382988859))</td><td>43.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.912191229621864, 0.08780877037813598))</td><td>44.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9514850865791751, 0.048514913420824965))</td><td>19.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9500902720513933, 0.04990972794860666))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.912191229621864, 0.08780877037813598))</td><td>44.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.912191229621864, 0.08780877037813598))</td><td>49.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.912191229621864, 0.08780877037813598))</td><td>51.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.912191229621864, 0.08780877037813598))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9387589925888047, 0.06124100741119524))</td><td>29.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8867505572279853, 0.11324944277201464))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.912191229621864, 0.08780877037813598))</td><td>40.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9340764213509077, 0.06592357864909233))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.950132061900257, 0.049867938099743006))</td><td>19.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9148169621232535, 0.08518303787674655))</td><td>19.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9501132149130264, 0.04988678508697356))</td><td>19.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9504270878916568, 0.04957291210834316))</td><td>19.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9501132149130264, 0.04988678508697356))</td><td>20.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9504270878916568, 0.04957291210834316))</td><td>20.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.950132061900257, 0.049867938099743006))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.950132061900257, 0.049867938099743006))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9501132149130264, 0.04988678508697356))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9148169621232535, 0.08518303787674655))</td><td>22.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.950132061900257, 0.049867938099743006))</td><td>22.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9501132149130264, 0.04988678508697356))</td><td>22.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.950132061900257, 0.049867938099743006))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.950132061900257, 0.049867938099743006))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.950132061900257, 0.049867938099743006))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9147981151360229, 0.08520188486397712))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9501132149130264, 0.04988678508697356))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9501132149130264, 0.04988678508697356))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.950132061900257, 0.049867938099743006))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.950132061900257, 0.049867938099743006))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.950132061900257, 0.049867938099743006))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9501132149130264, 0.04988678508697356))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9504270878916568, 0.04957291210834316))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9501132149130264, 0.04988678508697356))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9415367133482319, 0.05846328665176822))</td><td>28.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9083956420914691, 0.09160435790853091))</td><td>28.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8946951790569563, 0.10530482094304379))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9340764213509077, 0.06592357864909233))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9340764213509077, 0.06592357864909233))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9266761788132746, 0.07332382118672538))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9245021502930337, 0.07549784970696627))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9501132149130264, 0.04988678508697356))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9501132149130264, 0.04988678508697356))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9504270878916568, 0.04957291210834316))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515268764280387, 0.04847312357196131))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9203306758412474, 0.07966932415875251))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9501132149130264, 0.04988678508697356))</td><td>21.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9501132149130264, 0.04988678508697356))</td><td>24.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9148169621232535, 0.08518303787674655))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9479391863927855, 0.05206081360721444))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9501132149130264, 0.04988678508697356))</td><td>27.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9266761788132746, 0.07332382118672538))</td><td>36.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9266761788132746, 0.07332382118672538))</td><td>42.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9515268764280387, 0.04847312357196131))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9501132149130264, 0.04988678508697356))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.950132061900257, 0.049867938099743006))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9057971407404016, 0.09420285925959843))</td><td>34.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9153714117982755, 0.08462858820172449))</td><td>31.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9153714117982755, 0.08462858820172449))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8642418699262093, 0.13575813007379076))</td><td>35.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9057971407404016, 0.09420285925959843))</td><td>37.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9057971407404016, 0.09420285925959843))</td><td>46.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9153714117982755, 0.08462858820172449))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9450909976977127, 0.054909002302287416))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9450909976977127, 0.054909002302287416))</td><td>22.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9436961831699309, 0.05630381683006911))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9436961831699309, 0.05630381683006911))</td><td>23.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9153714117982755, 0.08462858820172449))</td><td>30.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8738161409840831, 0.1261838590159168))</td><td>32.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9450909976977127, 0.054909002302287416))</td><td>25.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9436961831699309, 0.05630381683006911))</td><td>26.0</td><td> Craft-repair</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7973735692488608, 0.20262643075113912))</td><td>30.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.7973735692488608, 0.20262643075113912))</td><td>36.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8834168466514155, 0.11658315334858453))</td><td>23.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9086527154408689, 0.0913472845591312))</td><td>23.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9086527154408689, 0.0913472845591312))</td><td>24.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.844346609903593, 0.15565339009640694))</td><td>46.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.844346609903593, 0.15565339009640694))</td><td>57.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9333233411425013, 0.06667665885749878))</td><td>23.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9143992470507317, 0.08560075294926829))</td><td>26.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9333233411425013, 0.06667665885749878))</td><td>27.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.907996774006178, 0.09200322599382209))</td><td>28.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9269208680979475, 0.07307913190205256))</td><td>28.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9030679675881432, 0.09693203241185691))</td><td>29.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.868633264213081, 0.131366735786919))</td><td>41.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.868633264213081, 0.131366735786919))</td><td>44.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.941317168302995, 0.05868283169700496))</td><td>27.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8208643972374448, 0.1791356027625552))</td><td>41.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9299858888404066, 0.07001411115959355))</td><td>29.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9181505674076421, 0.08184943259235797))</td><td>24.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8294029096036261, 0.17059709039637397))</td><td>31.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8807505305521397, 0.11924946944786027))</td><td>31.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9037116449170028, 0.09628835508299713))</td><td>23.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9425073201306441, 0.057492679869355946))</td><td>26.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8621753671310385, 0.13782463286896146))</td><td>47.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8727292445176866, 0.12727075548231334))</td><td>23.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8687335447914617, 0.13126645520853839))</td><td>34.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8687335447914617, 0.13126645520853839))</td><td>52.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8687335447914617, 0.13126645520853839))</td><td>34.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8690474177700921, 0.13095258222990797))</td><td>42.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9087529960192494, 0.09124700398075057))</td><td>25.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.79309926953346, 0.20690073046653998))</td><td>34.0</td><td> Exec-managerial</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9224714187742817, 0.07752858122571835))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9128971477164077, 0.08710285228359227))</td><td>45.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9511942194645215, 0.04880578053547841))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9224194470499578, 0.07758055295004225))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9511942194645215, 0.04880578053547841))</td><td>24.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9224194470499578, 0.07758055295004225))</td><td>26.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9224194470499578, 0.07758055295004225))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9447917464199678, 0.055208253580032216))</td><td>28.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9128971477164077, 0.08710285228359227))</td><td>33.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9128971477164077, 0.08710285228359227))</td><td>33.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9134390366382608, 0.08656096336173932))</td><td>37.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9128971477164077, 0.08710285228359227))</td><td>39.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8778822042646551, 0.1221177957353449))</td><td>39.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9128971477164077, 0.08710285228359227))</td><td>54.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9525890339923032, 0.047410966007696724))</td><td>24.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9139079908520449, 0.0860920091479551))</td><td>36.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9525890339923032, 0.047410966007696724))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9525890339923032, 0.047410966007696724))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9525890339923032, 0.047410966007696724))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9525890339923032, 0.047410966007696724))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9525890339923032, 0.047410966007696724))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9525890339923032, 0.047410966007696724))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9525890339923032, 0.047410966007696724))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9301260362754233, 0.06987396372457678))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9525890339923032, 0.047410966007696724))</td><td>24.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9525890339923032, 0.047410966007696724))</td><td>24.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9301260362754233, 0.06987396372457678))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9301260362754233, 0.06987396372457678))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9301260362754233, 0.06987396372457678))</td><td>26.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9531309229141562, 0.04686907708584377))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9301260362754233, 0.06987396372457678))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9454600610704802, 0.05453993892951988))</td><td>28.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9412577545297147, 0.058742245470285316))</td><td>29.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9245797079478756, 0.07542029205212447))</td><td>29.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8947790931558499, 0.10522090684415))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9234822619099189, 0.07651773809008117))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8852048220979761, 0.11479517790202391))</td><td>33.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9139079908520449, 0.0860920091479551))</td><td>34.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9139079908520449, 0.0860920091479551))</td><td>35.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9139079908520449, 0.0860920091479551))</td><td>36.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9139079908520449, 0.0860920091479551))</td><td>38.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8852048220979761, 0.11479517790202391))</td><td>40.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9139079908520449, 0.0860920091479551))</td><td>56.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9511942194645215, 0.04880578053547841))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9525890339923032, 0.047410966007696724))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9139079908520449, 0.0860920091479551))</td><td>36.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8836527975733851, 0.11634720242661492))</td><td>44.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9513823150924635, 0.0486176849075365))</td><td>17.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9516961880710939, 0.048303811928906086))</td><td>18.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9513823150924635, 0.0486176849075365))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9516961880710939, 0.048303811928906086))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9512360093133851, 0.04876399068661477))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9513823150924635, 0.0486176849075365))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9513823150924635, 0.0486176849075365))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9512360093133851, 0.04876399068661477))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9513823150924635, 0.0486176849075365))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9513823150924635, 0.0486176849075365))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9516961880710939, 0.048303811928906086))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9513823150924635, 0.0486176849075365))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9490431338059138, 0.0509568661940862))</td><td>26.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9252080683875773, 0.07479193161242256))</td><td>33.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9275472496741272, 0.07245275032587287))</td><td>33.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9252080683875773, 0.07479193161242256))</td><td>34.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9252080683875773, 0.07479193161242256))</td><td>37.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9252080683875773, 0.07479193161242256))</td><td>41.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9526308238411669, 0.04736917615883308))</td><td>18.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9527771296202452, 0.04722287037975481))</td><td>18.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9527771296202452, 0.04722287037975481))</td><td>18.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9527771296202452, 0.04722287037975481))</td><td>18.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9526308238411669, 0.04736917615883308))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9526308238411669, 0.04736917615883308))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9527771296202452, 0.04722287037975481))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9530910025988757, 0.0469089974011244))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9526308238411669, 0.04736917615883308))</td><td>20.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9527771296202452, 0.04722287037975481))</td><td>20.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9526308238411669, 0.04736917615883308))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9526308238411669, 0.04736917615883308))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9527771296202452, 0.04722287037975481))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9526308238411669, 0.04736917615883308))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9527771296202452, 0.04722287037975481))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9527771296202452, 0.04722287037975481))</td><td>23.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9526308238411669, 0.04736917615883308))</td><td>24.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9526308238411669, 0.04736917615883308))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9526308238411669, 0.04736917615883308))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9504379483336954, 0.04956205166630451))</td><td>27.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9357931825810886, 0.06420681741891146))</td><td>30.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9381323638676383, 0.06186763613236175))</td><td>30.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9262189115232146, 0.0737810884767854))</td><td>50.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9512360093133851, 0.04876399068661477))</td><td>18.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9371215207320012, 0.06287847926799893))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9526308238411669, 0.04736917615883308))</td><td>20.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9262189115232146, 0.0737810884767854))</td><td>45.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.947375439812198, 0.052624560187802004))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9512360093133851, 0.04876399068661477))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9526308238411669, 0.04736917615883308))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9262189115232146, 0.0737810884767854))</td><td>49.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9527771296202452, 0.04722287037975481))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9448001305830591, 0.05519986941694086))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9461949451108408, 0.053805054889159175))</td><td>21.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9461949451108408, 0.053805054889159175))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9461949451108408, 0.053805054889159175))</td><td>26.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9170881730284564, 0.08291182697154363))</td><td>30.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9075139019705825, 0.09248609802941755))</td><td>38.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9075139019705825, 0.09248609802941755))</td><td>43.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9078277749492129, 0.09217222505078713))</td><td>49.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9461949451108408, 0.053805054889159175))</td><td>22.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9461949451108408, 0.053805054889159175))</td><td>20.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9170881730284564, 0.08291182697154363))</td><td>31.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9448001305830591, 0.05519986941694086))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9078277749492129, 0.09217222505078713))</td><td>52.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9461949451108408, 0.053805054889159175))</td><td>20.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9065030588349453, 0.09349694116505473))</td><td>36.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9461949451108408, 0.053805054889159175))</td><td>19.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9170881730284564, 0.08291182697154363))</td><td>32.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9075139019705825, 0.09248609802941755))</td><td>47.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9075139019705825, 0.09248609802941755))</td><td>54.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9448001305830591, 0.05519986941694086))</td><td>24.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9454684452335714, 0.054531554766428535))</td><td>25.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8415247639481146, 0.15847523605188532))</td><td>42.0</td><td> Adm-clerical</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9504883013699779, 0.04951169863002211))</td><td>25.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8579057004363608, 0.1420942995636391))</td><td>52.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9504883013699779, 0.04951169863002211))</td><td>18.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9497618014927085, 0.05023819850729147))</td><td>18.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.921713528955414, 0.07828647104458591))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.921713528955414, 0.07828647104458591))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9497618014927085, 0.05023819850729147))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9504883013699779, 0.04951169863002211))</td><td>20.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.921713528955414, 0.07828647104458591))</td><td>23.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9504883013699779, 0.04951169863002211))</td><td>23.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9206731560995144, 0.0793268439004857))</td><td>23.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9504883013699779, 0.04951169863002211))</td><td>24.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.921713528955414, 0.07828647104458591))</td><td>25.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.912191229621864, 0.08780877037813598))</td><td>35.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8771762861701115, 0.12282371382988859))</td><td>35.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8771762861701115, 0.12282371382988859))</td><td>36.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.8771762861701115, 0.12282371382988859))</td><td>41.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.912191229621864, 0.08780877037813598))</td><td>52.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9518831158977596, 0.048116884102240416))</td><td>18.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9518831158977596, 0.048116884102240416))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9518831158977596, 0.048116884102240416))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9518831158977596, 0.048116884102240416))</td><td>21.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9518831158977596, 0.048116884102240416))</td><td>22.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9518831158977596, 0.048116884102240416))</td><td>23.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9518831158977596, 0.048116884102240416))</td><td>26.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.940551836435171, 0.059448163564828994))</td><td>29.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.940551836435171, 0.059448163564828994))</td><td>29.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9132020727575013, 0.08679792724249878))</td><td>34.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9504883013699779, 0.04951169863002211))</td><td>26.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9505112442316109, 0.049488755768389014))</td><td>18.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9505300912188416, 0.04946990878115846))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9151961444546075, 0.08480385554539256))</td><td>19.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9209810955896484, 0.07901890441035167))</td><td>21.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9151961444546075, 0.08480385554539256))</td><td>22.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9505300912188416, 0.04946990878115846))</td><td>24.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9087936714100536, 0.09120632858994637))</td><td>28.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9340764213509077, 0.06592357864909233))</td><td>31.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9505300912188416, 0.04946990878115846))</td><td>24.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9519060587593927, 0.04809394124060733))</td><td>22.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9519249057466233, 0.04807509425337676))</td><td>17.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9519249057466233, 0.04807509425337676))</td><td>18.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9519249057466233, 0.04807509425337676))</td><td>18.0</td><td> Sales</td></tr><tr><td>0.0</td><td>0.0</td><td>List(1, 2, List(), List(0.9519249057466233, 0.04807509425337676))</td><td>18.0</td><td> Sales</td></tr></tbody></table></div>"]}}],"execution_count":68},{"cell_type":"markdown","source":["We will evaluate our Random Forest model with `BinaryClassificationEvaluator`."],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml.evaluation import BinaryClassificationEvaluator\n\n# Evaluate model\nevaluator = BinaryClassificationEvaluator()\nevaluator.evaluate(predictions)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\">Out[22]: 0.8833054197207935</div>"]}}],"execution_count":70},{"cell_type":"markdown","source":["Now we will try tuning the model with the ``ParamGridBuilder`` and the ``CrossValidator``.\n\nAs we indicate 3 values for maxDepth, 2 values for maxBin, and 2 values for numTrees,\nthis grid will have 3 x 2 x 2 = 12 parameter settings for ``CrossValidator`` to choose from.\nWe will create a 5-fold ``CrossValidator``."],"metadata":{}},{"cell_type":"code","source":["# Create ParamGrid for Cross Validation\nfrom pyspark.ml.tuning import ParamGridBuilder, CrossValidator\n\nparamGrid = (ParamGridBuilder()\n .addGrid(rf.maxDepth, [2, 4, 6])\n .addGrid(rf.maxBins, [20, 60])\n .addGrid(rf.numTrees, [5, 20])\n .build())"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":72},{"cell_type":"code","source":["# Create 5-fold CrossValidator\ncv = CrossValidator(estimator=rf, estimatorParamMaps=paramGrid, evaluator=evaluator, numFolds=5)\n\n# Run cross validations. This can take about 6 minutes since it is training over 20 trees!\ncvModel = cv.fit(trainingData)"],"metadata":{},"outputs":[],"execution_count":73},{"cell_type":"code","source":["# Use test set here so we can measure the accuracy of our model on new data\npredictions = cvModel.transform(testData)"],"metadata":{},"outputs":[],"execution_count":74},{"cell_type":"code","source":["# cvModel uses the best model found from the Cross Validation\n# Evaluate best model\nevaluator.evaluate(predictions)"],"metadata":{},"outputs":[],"execution_count":75},{"cell_type":"code","source":["# View Best model's predictions and probabilities of each prediction class\nselected = predictions.select(\"label\", \"prediction\", \"probability\", \"age\", \"occupation\")\ndisplay(selected)"],"metadata":{},"outputs":[],"execution_count":76},{"cell_type":"markdown","source":["## Make Predictions\nAs Random Forest gives us the best areaUnderROC value, we will use the bestModel obtained from Random Forest for deployment,\nand use it to generate predictions on new data.\nIn this example, we will simulate this by generating predictions on the entire dataset."],"metadata":{}},{"cell_type":"code","source":["bestModel = cvModel.bestModel"],"metadata":{},"outputs":[],"execution_count":78},{"cell_type":"code","source":["# Generate predictions for entire dataset\nfinalPredictions = bestModel.transform(dataset)"],"metadata":{},"outputs":[],"execution_count":79},{"cell_type":"code","source":["# Evaluate best model\nevaluator.evaluate(finalPredictions)"],"metadata":{},"outputs":[],"execution_count":80},{"cell_type":"markdown","source":["In this example, we will also look into predictions grouped by age and occupation."],"metadata":{}},{"cell_type":"code","source":["predictions.createOrReplaceTempView(\"predictions\")"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .ansiout {\n display: block;\n unicode-bidi: embed;\n white-space: pre-wrap;\n word-wrap: break-word;\n word-break: break-all;\n font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n font-size: 13px;\n color: #555;\n margin-left: 4px;\n line-height: 19px;\n }\n</style>\n<div class=\"ansiout\"></div>"]}}],"execution_count":82},{"cell_type":"code","source":["finalPredictions.createOrReplaceTempView(\"finalPredictions\")"],"metadata":{},"outputs":[],"execution_count":83},{"cell_type":"markdown","source":["In an operational environment, analysts may use a similar machine learning pipeline to obtain predictions on new data, organize it into a table and use it for analysis or lead targeting."],"metadata":{}},{"cell_type":"code","source":["%sql\nSELECT occupation, prediction, count(*) AS count\nFROM finalPredictions\nGROUP BY occupation, prediction\nORDER BY occupation\n"],"metadata":{},"outputs":[],"execution_count":85},{"cell_type":"code","source":["%sql\nSELECT age, prediction, count(*) AS count\nFROM predictions\nGROUP BY age, prediction\nORDER BY age"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["<style scoped>\n .table-result-container {\n max-height: 300px;\n overflow: auto;\n }\n table, th, td {\n border: 1px solid black;\n border-collapse: collapse;\n }\n th, td {\n padding: 5px;\n }\n th {\n text-align: left;\n }\n</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>age</th><th>prediction</th><th>count</th></tr></thead><tbody><tr><td>17.0</td><td>0.0</td><td>115</td></tr><tr><td>18.0</td><td>0.0</td><td>168</td></tr><tr><td>19.0</td><td>0.0</td><td>219</td></tr><tr><td>20.0</td><td>0.0</td><td>219</td></tr><tr><td>21.0</td><td>0.0</td><td>193</td></tr><tr><td>22.0</td><td>0.0</td><td>229</td></tr><tr><td>23.0</td><td>1.0</td><td>1</td></tr><tr><td>23.0</td><td>0.0</td><td>270</td></tr><tr><td>24.0</td><td>1.0</td><td>1</td></tr><tr><td>24.0</td><td>0.0</td><td>251</td></tr><tr><td>25.0</td><td>1.0</td><td>1</td></tr><tr><td>25.0</td><td>0.0</td><td>259</td></tr><tr><td>26.0</td><td>1.0</td><td>4</td></tr><tr><td>26.0</td><td>0.0</td><td>229</td></tr><tr><td>27.0</td><td>0.0</td><td>247</td></tr><tr><td>27.0</td><td>1.0</td><td>8</td></tr><tr><td>28.0</td><td>1.0</td><td>7</td></tr><tr><td>28.0</td><td>0.0</td><td>245</td></tr><tr><td>29.0</td><td>1.0</td><td>5</td></tr><tr><td>29.0</td><td>0.0</td><td>220</td></tr><tr><td>30.0</td><td>1.0</td><td>25</td></tr><tr><td>30.0</td><td>0.0</td><td>225</td></tr><tr><td>31.0</td><td>0.0</td><td>238</td></tr><tr><td>31.0</td><td>1.0</td><td>26</td></tr><tr><td>32.0</td><td>0.0</td><td>223</td></tr><tr><td>32.0</td><td>1.0</td><td>28</td></tr><tr><td>33.0</td><td>0.0</td><td>204</td></tr><tr><td>33.0</td><td>1.0</td><td>43</td></tr><tr><td>34.0</td><td>1.0</td><td>37</td></tr><tr><td>34.0</td><td>0.0</td><td>234</td></tr><tr><td>35.0</td><td>0.0</td><td>216</td></tr><tr><td>35.0</td><td>1.0</td><td>30</td></tr><tr><td>36.0</td><td>0.0</td><td>209</td></tr><tr><td>36.0</td><td>1.0</td><td>44</td></tr><tr><td>37.0</td><td>1.0</td><td>36</td></tr><tr><td>37.0</td><td>0.0</td><td>228</td></tr><tr><td>38.0</td><td>1.0</td><td>41</td></tr><tr><td>38.0</td><td>0.0</td><td>194</td></tr><tr><td>39.0</td><td>0.0</td><td>185</td></tr><tr><td>39.0</td><td>1.0</td><td>44</td></tr><tr><td>40.0</td><td>1.0</td><td>30</td></tr><tr><td>40.0</td><td>0.0</td><td>199</td></tr><tr><td>41.0</td><td>0.0</td><td>201</td></tr><tr><td>41.0</td><td>1.0</td><td>44</td></tr><tr><td>42.0</td><td>1.0</td><td>52</td></tr><tr><td>42.0</td><td>0.0</td><td>215</td></tr><tr><td>43.0</td><td>1.0</td><td>42</td></tr><tr><td>43.0</td><td>0.0</td><td>200</td></tr><tr><td>44.0</td><td>0.0</td><td>152</td></tr><tr><td>44.0</td><td>1.0</td><td>35</td></tr><tr><td>45.0</td><td>1.0</td><td>43</td></tr><tr><td>45.0</td><td>0.0</td><td>186</td></tr><tr><td>46.0</td><td>0.0</td><td>171</td></tr><tr><td>46.0</td><td>1.0</td><td>45</td></tr><tr><td>47.0</td><td>0.0</td><td>168</td></tr><tr><td>47.0</td><td>1.0</td><td>44</td></tr><tr><td>48.0</td><td>0.0</td><td>123</td></tr><tr><td>48.0</td><td>1.0</td><td>43</td></tr><tr><td>49.0</td><td>0.0</td><td>133</td></tr><tr><td>49.0</td><td>1.0</td><td>37</td></tr><tr><td>50.0</td><td>0.0</td><td>173</td></tr><tr><td>50.0</td><td>1.0</td><td>33</td></tr><tr><td>51.0</td><td>1.0</td><td>36</td></tr><tr><td>51.0</td><td>0.0</td><td>153</td></tr><tr><td>52.0</td><td>0.0</td><td>124</td></tr><tr><td>52.0</td><td>1.0</td><td>22</td></tr><tr><td>53.0</td><td>0.0</td><td>105</td></tr><tr><td>53.0</td><td>1.0</td><td>20</td></tr><tr><td>54.0</td><td>1.0</td><td>23</td></tr><tr><td>54.0</td><td>0.0</td><td>102</td></tr><tr><td>55.0</td><td>0.0</td><td>93</td></tr><tr><td>55.0</td><td>1.0</td><td>36</td></tr><tr><td>56.0</td><td>0.0</td><td>85</td></tr><tr><td>56.0</td><td>1.0</td><td>14</td></tr><tr><td>57.0</td><td>1.0</td><td>18</td></tr><tr><td>57.0</td><td>0.0</td><td>106</td></tr><tr><td>58.0</td><td>1.0</td><td>19</td></tr><tr><td>58.0</td><td>0.0</td><td>91</td></tr><tr><td>59.0</td><td>0.0</td><td>88</td></tr><tr><td>59.0</td><td>1.0</td><td>16</td></tr><tr><td>60.0</td><td>0.0</td><td>90</td></tr><tr><td>60.0</td><td>1.0</td><td>10</td></tr><tr><td>61.0</td><td>1.0</td><td>8</td></tr><tr><td>61.0</td><td>0.0</td><td>82</td></tr><tr><td>62.0</td><td>0.0</td><td>66</td></tr><tr><td>62.0</td><td>1.0</td><td>16</td></tr><tr><td>63.0</td><td>0.0</td><td>56</td></tr><tr><td>63.0</td><td>1.0</td><td>11</td></tr><tr><td>64.0</td><td>0.0</td><td>56</td></tr><tr><td>64.0</td><td>1.0</td><td>9</td></tr><tr><td>65.0</td><td>1.0</td><td>3</td></tr><tr><td>65.0</td><td>0.0</td><td>48</td></tr><tr><td>66.0</td><td>1.0</td><td>7</td></tr><tr><td>66.0</td><td>0.0</td><td>42</td></tr><tr><td>67.0</td><td>1.0</td><td>6</td></tr><tr><td>67.0</td><td>0.0</td><td>38</td></tr><tr><td>68.0</td><td>1.0</td><td>3</td></tr><tr><td>68.0</td><td>0.0</td><td>31</td></tr><tr><td>69.0</td><td>1.0</td><td>5</td></tr><tr><td>69.0</td><td>0.0</td><td>28</td></tr><tr><td>70.0</td><td>0.0</td><td>20</td></tr><tr><td>70.0</td><td>1.0</td><td>4</td></tr><tr><td>71.0</td><td>0.0</td><td>12</td></tr><tr><td>71.0</td><td>1.0</td><td>2</td></tr><tr><td>72.0</td><td>0.0</td><td>23</td></tr><tr><td>73.0</td><td>0.0</td><td>17</td></tr><tr><td>73.0</td><td>1.0</td><td>1</td></tr><tr><td>74.0</td><td>0.0</td><td>19</td></tr><tr><td>74.0</td><td>1.0</td><td>2</td></tr><tr><td>75.0</td><td>1.0</td><td>1</td></tr><tr><td>75.0</td><td>0.0</td><td>18</td></tr><tr><td>76.0</td><td>0.0</td><td>8</td></tr><tr><td>76.0</td><td>1.0</td><td>1</td></tr><tr><td>77.0</td><td>0.0</td><td>14</td></tr><tr><td>77.0</td><td>1.0</td><td>1</td></tr><tr><td>78.0</td><td>1.0</td><td>1</td></tr><tr><td>78.0</td><td>0.0</td><td>10</td></tr><tr><td>79.0</td><td>0.0</td><td>7</td></tr><tr><td>80.0</td><td>0.0</td><td>2</td></tr><tr><td>80.0</td><td>1.0</td><td>1</td></tr><tr><td>81.0</td><td>0.0</td><td>4</td></tr><tr><td>82.0</td><td>0.0</td><td>5</td></tr><tr><td>83.0</td><td>0.0</td><td>1</td></tr><tr><td>84.0</td><td>0.0</td><td>4</td></tr><tr><td>85.0</td><td>0.0</td><td>1</td></tr><tr><td>88.0</td><td>1.0</td><td>1</td></tr><tr><td>88.0</td><td>0.0</td><td>1</td></tr><tr><td>90.0</td><td>1.0</td><td>1</td></tr><tr><td>90.0</td><td>0.0</td><td>11</td></tr></tbody></table></div>"]}}],"execution_count":86}],"metadata":{"name":"binary-classification","notebookId":451053225205972},"nbformat":4,"nbformat_minor":0}