Conduct Quantitative Analysis

Krixbond007
Exampleofsimilarproject.xlsx

QR Questions and Answers

Apply Quantitative Reasoning Now that you have completed your analysis, think about the patterns you have seen in the workforce. In this final section, you will answer five questions and write a short essay. 1. From the created histogram, it appears that a large share of employees have a salary between $71,00-$90,000 and another small peak at $160,000 .this may indicate a reasonable promotion rate for employees.is this distribution unimodal or bimodal? please explain Answer Two peaks are recognized in the histogram at $71,000 - $90,000, and another small peak is identified at $160,000. This distribution with two visible peaks, also known as modes separated by a small gap in between, is defined as bimodal. A bimodal distribution is a collection of data with the two highest frequencies at least as far apart as the sum of the standard deviation. 2. The line chart, as detailed in your "Graph Charts" Excel spreadsheet, shows sales generally increasing over the years, although sales in the first three years were notably slower. Assuming that the sales are linear, please use the Forecast tool to find projected sales for 2020 thru 2024. Hint: An easy way to do this is to highlight the sales from the data page and apply the Forecast tool to this data or use the forecast function in excel. You will generate a chart on a new sheet (tab) with projected sales; rename this sheet "Projected Sales". Answer in the Excel sheet 3. The standard deviation provides insight into the distribution of values around the mean. If the standard deviation is small, in general, the more narrow the range between the lowest and highest value. That is, values will cluster close to the mean. From your descriptive statistics, describe the standard deviations of Salary, Hrly Rate, Yrs Worked, Education, and Age. What does this tell you about the variables? Answer The standard deviation (SD) for salary is $32,853, which is low since the mean is $99,672 and the minimum salary is $32,367. This means the data is clustered around the mean. This data shows that 68% of the salaries are $99,672 plus or minus $32,853 (1 standard deviation away from the mean), 95% of the salaries are $99,672 plus or minus $65,706 (2 standard deviations away from the mean), and 99.7% of the salaries are $99,672 plus or minus $98,559 (3 standard deviations from the mean). The hourly rate is correlated to the salary since the salary is calculated with the hourly rate. This means the SD for the hourly rate is $15.79, which is low, and the data is clustered to the mean. This data shows that 68% of the salaries are $47.92 plus or minus $15.79 (1 standard deviation away from the mean), 95% of the salaries are $47.92 plus or minus $31.58 (2 standard deviations away from the mean), and 99.7% of the salaries are $47.92 plus or minus $47.37 (3 standard deviations from the mean). The same goes for years of service, education, and age. 4. The company has a keen interest in the educational, race, and gender makeup of its workforce. Its emphasis is on a diverse, dynamic workforce. From your "Graph Charts" spreadsheet, describe your pie chart findings for these characteristics of the workforce. Describe how you would determine if the company was meeting expectations on these characteristics. Answer Gender is distributed by 79% males and 21% females since males are 4+ times more than females, the company was not meeting expectations for diversity. Education level is distributed by 55% of bachelor’s degree, 23% associate degree, 17% master’s degree, and 5% high school diploma. I would say it was meeting expectations since the company has a variety in education, which means a dynamic workforce. There was no racial diversity since 216 employees were Caucasian, 98 were African American, 33 were Hispanics, and 25 were Asians. 5. The company is conducting an analysis on how many positions to create to keep up with demand. Specifically, it wants to know an estimate of the number of positions per job title. From your Excel chart, identify the mode of the job title distribution. Describe your findings. Answer The highest number in roles is Machine with 159 out of 372 employees. This means this role is most of the workforce of the company’s production. Therefore, the company needs to create different levels of the Machine’s position with higher salaries depending on the level, perhaps like apprentice Machine, journeyman Machine, and supervisor Machine to influence faster production and growth. As the company grows, it should implement an internship program to fill the gaps between levels and target individuals with higher education levels.   In conclusion, the company needs further review in areas such as race and gender. A company must hire people from all backgrounds since different races bring distinctly ideas and other skills that they can offer to help to enhance the company. Diversity brings many benefits to an organization, such as innovation and faster growth. Another improvement could be a better promotion since the histogram showed a high peak between $71,000 - $90,000, but a slight rise at $160,000, meaning the promotion rate for employees is not high enough and could be improved. The company is doing excellent financially as the projected sales generally increase over the years, and it is forecast to grow even more. This forecast data can mean growth for the company, creating more positions. This can be a perfect opportunity to increase diversification in race and gender. Overall, the company is doing well, but some areas need improvement. It will be beneficial to collect data on employee satisfaction and desires to understand its health.

Data Set

Workforce Profile Analysis
Section 1: Complete all Columns in Data Set
Format for:
Windows User: Format cells in column according to indicated format.
Number Date Text Currency Currency General Number Number General Number Number Number Text General
mm/dd/yy
Year Ending Vested Yr
12/31/19 10
Emp # Hire Date Role Salary Hrly Rate Yrs of Svc Ed Age Vested Race Gender Status State Region
1001 04/23/15 CEO $239,315 $115.06 5 19 58 No 3 1 1 PA Northeast
1596 07/13/02 CFO $186,925 $89.87 17 16 39 Yes 1 1 1 IL Midwest
1744 11/25/18 Eng Mgr $186,670 $89.75 1 16 60 No 1 1 2 PA Northeast
1357 01/26/10 COO $179,195 $86.15 10 19 50 No 3 1 1 NE C-Plains
1796 12/29/11 Sales Mgr $178,456 $85.80 8 16 34 No 3 1 1 NE C-Plains
1272 10/02/11 IT Mgr $175,916 $84.58 8 14 44 No 3 1 1 NE C-Plains
1055 01/01/12 Controller $172,291 $82.83 8 16 57 No 1 1 1 IL Midwest
1357 05/09/11 Advertg $172,291 $82.83 9 16 52 No 3 1 1 NE C-Plains levels
1672 05/27/04 Sr Flr Mgr $170,954 $82.19 16 12 49 Yes 3 1 2 PA Northeast
1693 02/06/14 Engineering $164,033 $78.86 6 16 54 No 3 1 1 PA Northeast
1756 12/12/14 Sr Flr Mgr $164,033 $78.86 5 14 30 No 3 1 1 IL Midwest
1793 08/19/06 Sr Sales Mgr $163,045 $78.39 13 16 33 Yes 1 1 1 IL Midwest
1102 06/05/11 IT Staff $163,045 $78.39 9 16 50 No 1 1 1 PA Northeast
1308 07/10/11 IT Staff $162,731 $78.24 8 16 53 No 1 1 2 IL Midwest
1506 10/20/13 IT Staff $162,731 $78.24 6 16 54 No 3 1 1 NE C-Plains
1049 05/21/06 IT Staff $162,731 $78.24 14 16 32 Yes 1 1 1 PA Northeast
1014 09/13/13 IT Staff $162,030 $77.90 6 14 38 No 2 1 2 NE C-Plains
1814 04/14/12 Sr Sales Mgr $162,030 $77.90 8 12 31 No 4 1 2 IL Midwest
1071 05/30/13 Engineering $161,867 $77.82 7 16 26 No 3 1 2 IL Midwest
1770 12/03/15 Engineering $159,215 $76.55 4 19 40 No 1 1 1 IL Midwest
1785 06/07/16 Engineering $158,066 $75.99 4 16 28 No 4 1 1 IL Midwest
1616 09/04/06 Engineering $156,750 $75.36 13 16 38 Yes 4 1 1 PA Northeast
1215 06/17/18 Engineering $156,750 $75.36 2 16 51 No 3 1 2 NE C-Plains
1071 02/01/12 Engineering $156,750 $75.36 8 16 61 No 1 1 2 NE C-Plains
1667 02/28/12 Engineering $154,933 $74.49 8 16 34 No 3 1 2 PA Northeast
1265 01/18/16 Engineering $154,933 $74.49 4 16 24 No 3 1 1 IL Midwest
1084 10/29/12 Sales $154,933 $74.49 7 19 43 No 3 1 2 IL Midwest
1257 07/15/03 Engineering $154,933 $74.49 16 16 31 Yes 1 1 1 NE C-Plains
1299 04/04/17 Shp Mgr $154,122 $74.10 3 14 35 No 3 1 2 PA Northeast
1202 10/02/16 Acctg/Fin $154,122 $74.10 3 19 33 No 1 1 2 IL Midwest
1424 07/15/09 Sr Mach $154,122 $74.10 10 12 49 Yes 3 2 2 PA Northeast
1356 07/02/15 Sr Sales Mgr $152,446 $73.29 4 14 36 No 4 1 2 IL Midwest
1088 09/18/07 Sr Flr Mgr $152,446 $73.29 12 16 54 Yes 3 1 1 NE C-Plains
1325 07/18/17 Sr Mach $152,446 $73.29 2 16 37 No 3 1 1 PA Northeast
1220 10/16/16 Sr Mach $152,030 $73.09 3 16 25 No 3 2 1 NE C-Plains
1188 11/15/15 Engineering $151,523 $72.85 4 16 41 No 1 1 1 NE C-Plains
1749 07/07/08 Sr Mach $151,523 $72.85 11 16 56 Yes 1 1 1 IL Midwest
1246 08/25/10 Sr Mach $151,523 $72.85 9 16 34 No 3 1 2 PA Northeast
1113 12/31/04 Sr Mach $151,174 $72.68 15 16 38 Yes 3 1 1 PA Northeast
1822 02/26/07 Engineering $151,174 $72.68 13 16 38 Yes 3 1 1 NE C-Plains
1116 07/21/08 Quality $151,174 $72.68 11 16 40 Yes 3 2 1 PA Northeast
1803 05/07/17 Mrktg $150,868 $72.53 3 16 53 No 2 1 1 NE C-Plains
1444 11/05/13 Mrktg $150,263 $72.24 6 16 57 No 3 1 1 IL Midwest
1379 08/13/17 Mrktg $150,263 $72.24 2 12 53 No 2 1 1 NE C-Plains
1726 08/31/16 Design $149,466 $71.86 3 16 31 No 4 1 1 IL Midwest
1793 08/30/13 Design $149,466 $71.86 6 16 42 No 3 1 1 PA Northeast
1848 08/31/11 Design $149,466 $71.86 8 19 30 No 3 1 1 PA Northeast
1300 08/04/14 Engineering $148,111 $71.21 5 16 36 No 2 1 1 NE C-Plains
1400 12/24/16 Design $148,111 $71.21 3 14 33 No 3 1 1 PA Northeast
1846 05/16/03 Design $148,111 $71.21 17 16 39 Yes 3 1 1 NE C-Plains
1069 05/29/12 Engineering $145,776 $70.08 8 16 59 No 3 1 1 IL Midwest
1841 06/30/17 Design $145,776 $70.08 3 19 30 No 3 2 2 IL Midwest
1002 02/24/16 Design $144,571 $69.51 4 16 36 No 4 1 2 PA Northeast
1654 01/14/09 Engineering $144,571 $69.51 11 16 39 Yes 3 1 1 IL Midwest
1640 02/20/14 Design $143,063 $68.78 6 14 36 No 1 1 1 PA Northeast
1269 12/04/17 Design $143,063 $68.78 2 16 31 No 1 1 2 NE C-Plains
1737 12/04/11 Invent $143,005 $68.75 8 19 36 No 3 1 1 PA Northeast
1424 09/30/17 Flr Supr $143,005 $68.75 2 14 25 No 4 2 2 IL Midwest
1608 09/06/17 Flr Supr $141,110 $67.84 2 16 37 No 1 2 1 IL Midwest
1308 07/19/12 Engineering $141,110 $67.84 7 16 36 No 3 1 1 IL Midwest
1128 07/16/01 Flr Supr $140,865 $67.72 18 19 49 Yes 1 1 2 NE C-Plains
1133 09/11/14 Sales $140,865 $67.72 5 14 30 No 3 1 2 NE C-Plains
1608 08/26/05 Sales $139,515 $67.07 14 16 52 Yes 1 2 1 NE C-Plains
1062 03/14/14 Flr Supr $139,377 $67.01 6 16 27 No 3 1 2 IL Midwest
1381 11/29/11 Sales $135,533 $65.16 8 14 28 No 3 1 1 IL Midwest
1403 11/23/17 Sales $134,847 $64.83 2 16 55 No 1 1 1 PA Northeast
1432 03/26/12 Design $133,678 $64.27 8 16 52 No 3 1 1 PA Northeast
1224 07/15/03 Engineering $133,138 $64.01 16 16 33 Yes 3 2 1 IL Midwest
1288 10/29/14 Sales $132,230 $63.57 5 19 31 No 1 1 1 IL Midwest
1189 03/09/18 Sales $132,142 $63.53 2 14 53 No 3 1 1 NE C-Plains
1754 04/24/11 Sr Mach $131,698 $63.32 9 14 63 No 3 1 1 PA Northeast
1597 07/11/04 Flr Supr $131,580 $63.26 15 14 41 Yes 3 1 1 PA Northeast
1258 10/27/15 Sr Mach $128,943 $61.99 4 14 49 No 3 1 1 PA Northeast
1797 06/05/17 Sr Mach $128,901 $61.97 3 14 26 No 3 1 2 NE C-Plains
1456 07/16/12 Sr Mach $128,825 $61.94 7 16 25 No 3 1 2 PA Northeast
1297 12/14/13 Sr Mach $128,384 $61.72 6 16 28 No 1 2 2 NE C-Plains
1443 11/26/14 Sr Mach $127,890 $61.49 5 12 47 No 3 1 1 PA Northeast
1541 06/22/14 Sr Mach $127,190 $61.15 6 16 34 No 3 1 1 IL Midwest
1417 02/15/16 Sr Mach $126,426 $60.78 4 14 56 No 3 1 1 PA Northeast
1315 04/04/19 Sr Mach $125,367 $60.27 1 16 35 No 3 1 2 IL Midwest
1317 05/09/13 Sr Mach $125,156 $60.17 7 19 31 No 1 1 1 IL Midwest
1774 11/30/06 Flr Supr $125,004 $60.10 13 16 32 Yes 1 2 1 PA Northeast
1748 09/17/06 Mrktg $124,996 $60.09 13 16 49 Yes 2 1 2 PA Northeast
1550 07/10/11 Sr Mach $123,391 $59.32 8 12 59 No 3 1 1 IL Midwest
1261 08/01/04 Sr Mach $122,391 $58.84 15 16 48 Yes 4 1 2 IL Midwest
1568 04/09/13 Sr Mach $122,352 $58.82 7 16 28 No 3 2 2 IL Midwest
1429 11/02/14 Sr Mach $121,455 $58.39 5 16 40 No 1 1 1 PA Northeast
1346 06/24/18 Sr Mach $120,986 $58.17 2 19 29 No 4 1 1 IL Midwest
1673 01/06/17 Mrktg $119,537 $57.47 3 19 47 No 4 1 2 PA Northeast
1320 11/23/19 Sr Mach $119,285 $57.35 0 16 28 No 3 1 2 NE C-Plains
1153 08/17/07 Sr Mach $119,165 $57.29 12 16 31 Yes 4 1 1 PA Northeast
1003 03/23/16 Sr Mach $119,156 $57.29 4 16 41 No 3 1 1 PA Northeast
1787 11/18/13 Acctg/Fin $118,997 $57.21 6 14 25 No 1 1 1 PA Northeast
1515 07/11/03 Acctg/Fin $117,692 $56.58 16 14 43 Yes 1 1 2 IL Midwest
1679 01/24/13 Acctg/Fin $117,214 $56.35 7 16 54 No 2 1 1 PA Northeast
1831 09/04/04 Sr Mach $117,062 $56.28 15 16 27 Yes 3 1 1 PA Northeast
1733 09/19/15 Flr Supr $116,208 $55.87 4 16 32 No 1 1 1 NE C-Plains
1835 06/24/13 Sr Mach $116,075 $55.81 7 19 37 No 1 1 2 IL Midwest
1276 08/05/11 IT Staff $115,974 $55.76 8 16 54 No 1 1 1 PA Northeast
1038 07/18/14 IT Staff $115,966 $55.75 5 16 42 No 3 2 1 PA Northeast
1498 12/08/14 Sr Mach $115,580 $55.57 5 16 54 No 1 1 1 IL Midwest
1227 09/06/10 Invent $115,283 $55.42 9 14 37 No 1 1 1 IL Midwest
1841 11/03/17 Sr Mach $114,854 $55.22 2 14 26 No 3 1 2 PA Northeast
1668 12/16/10 Advertg $114,721 $55.15 9 14 51 No 3 1 1 PA Northeast
1616 03/30/11 Advertg $114,251 $54.93 9 14 44 No 2 2 1 PA Northeast
1804 02/05/14 Quality $113,246 $54.45 6 19 34 No 2 1 1 PA Northeast
1218 12/25/15 Design $113,056 $54.35 4 19 56 No 3 1 1 PA Northeast
1637 12/09/07 Sales $113,023 $54.34 12 16 28 Yes 3 1 2 IL Midwest
1444 08/28/07 Sales $112,994 $54.32 12 16 38 Yes 3 1 1 PA Northeast
1466 06/01/11 Sales $112,402 $54.04 9 14 41 No 2 1 1 IL Midwest
1623 07/10/18 Engineering $112,223 $53.95 1 16 44 No 3 1 1 IL Midwest
1447 11/07/13 Sales $111,801 $53.75 6 16 60 No 3 1 1 IL Midwest
1477 03/08/17 Purch $111,794 $53.75 3 19 45 No 1 1 2 NE C-Plains
1519 01/19/18 Design $111,536 $53.62 2 16 51 No 1 1 1 NE C-Plains
1517 06/01/06 Engineering $111,424 $53.57 14 16 35 Yes 3 1 1 NE C-Plains
1554 07/27/16 Engineering $111,196 $53.46 3 16 36 No 4 1 1 NE C-Plains
1531 08/27/07 Design $110,877 $53.31 12 19 50 Yes 3 1 1 PA Northeast
1098 01/21/11 Engineering $110,708 $53.23 9 16 55 No 3 1 1 IL Midwest
1669 12/13/15 Design $109,128 $52.47 4 16 48 No 3 1 1 IL Midwest
1776 11/11/10 Design $108,866 $52.34 9 16 27 No 1 2 1 PA Northeast
1411 12/28/05 Design $108,604 $52.21 14 19 47 Yes 3 2 1 PA Northeast
1773 10/07/17 Purch $108,342 $52.09 2 16 34 No 3 2 1 IL Midwest
1760 12/03/13 Design $108,326 $52.08 6 19 41 No 3 1 1 PA Northeast
1625 06/04/11 Purch $108,058 $51.95 9 16 37 No 4 1 2 IL Midwest
1846 05/03/12 Engineering $107,530 $51.70 8 14 42 No 3 2 2 NE C-Plains
1794 01/29/12 Engineering $107,496 $51.68 8 16 43 No 1 1 1 PA Northeast
1584 06/21/10 Machine $107,153 $51.52 10 16 51 No 3 2 1 NE C-Plains
1776 10/14/15 Machine $106,640 $51.27 4 14 40 No 4 2 1 IL Midwest
1527 09/28/04 Machine $106,600 $51.25 15 16 60 Yes 3 1 1 PA Northeast
1800 12/28/10 Machine $106,267 $51.09 9 16 40 No 3 1 1 PA Northeast
1130 10/11/15 Machine $105,637 $50.79 4 19 44 No 3 1 1 PA Northeast
1552 7/13/11 Machine $105,069 $50.51 8 16 21 No 1 1 2 IL Midwest
1190 12/29/17 Machine $104,961 $50.46 2 16 41 No 1 1 1 PA Northeast
1830 7/4/13 Machine $104,793 $50.38 6 14 25 No 3 2 1 NE C-Plains
1840 9/4/06 Machine $104,220 $50.11 13 19 51 Yes 3 2 1 PA Northeast
1083 7/4/16 Machine $103,736 $49.87 3 19 56 No 3 1 1 PA Northeast
1308 7/17/02 Machine $103,721 $49.87 17 14 46 Yes 3 1 1 NE C-Plains
1394 04/01/07 Machine $103,349 $49.69 13 14 56 Yes 3 1 2 PA Northeast
1850 11/26/06 Invent $102,913 $49.48 13 16 25 Yes 1 2 2 IL Midwest
1036 06/10/11 Machine $102,641 $49.35 9 14 29 No 1 1 1 NE C-Plains
1393 2/24/18 Machine $102,238 $49.15 2 16 45 No 3 1 1 PA Northeast
1764 8/31/05 Machine $101,709 $48.90 14 16 24 Yes 4 1 1 NE C-Plains
1055 2/12/08 Machine $101,386 $48.74 12 16 27 Yes 1 1 2 PA Northeast
1809 7/1/17 Machine $101,360 $48.73 3 16 40 No 3 1 1 IL Midwest
1756 12/29/11 Machine $101,341 $48.72 8 14 39 No 3 2 2 PA Northeast
1292 04/29/12 Machine $101,016 $48.57 8 16 35 No 4 1 2 PA Northeast
1055 12/16/09 Machine $100,632 $48.38 10 16 47 Yes 3 1 1 NE C-Plains
1468 9/25/08 Machine $100,571 $48.35 11 16 42 Yes 2 2 1 NE C-Plains
1101 07/19/08 Invent $100,520 $48.33 11 19 44 Yes 3 1 1 IL Midwest
1492 8/20/15 Machine $100,314 $48.23 4 16 51 No 3 1 1 NE C-Plains
1757 10/16/14 Machine $100,198 $48.17 5 16 34 No 1 2 1 IL Midwest
1106 9/2/15 Machine $99,821 $47.99 4 12 36 No 3 2 2 IL Midwest
1190 5/6/18 Machine $99,786 $47.97 2 14 31 No 1 2 2 PA Northeast
1588 1/4/18 Machine $99,135 $47.66 2 14 35 No 3 1 1 IL Midwest
1424 12/10/12 Sales $99,130 $47.66 7 14 50 No 3 1 1 IL Midwest
1569 05/20/13 Quality $98,943 $47.57 7 16 36 No 3 1 1 PA Northeast
1550 08/25/03 IT Staff $98,771 $47.49 16 19 59 Yes 1 1 1 IL Midwest
1175 12/07/18 Machine $98,634 $47.42 1 16 52 No 3 1 1 NE C-Plains
1220 09/27/12 Machine $98,234 $47.23 7 16 58 No 3 1 1 PA Northeast
1513 06/10/13 Machine $98,007 $47.12 7 19 28 No 1 1 2 PA Northeast
1481 11/20/08 Machine $97,885 $47.06 11 16 28 Yes 1 1 1 PA Northeast
1418 05/01/12 Quality $97,323 $46.79 8 14 34 No 1 2 1 PA Northeast
1813 06/20/15 Machine $96,582 $46.43 5 19 40 No 1 1 1 NE C-Plains
1782 09/25/14 Machine $96,566 $46.43 5 19 46 No 3 1 1 PA Northeast
1687 12/21/16 Machine $96,338 $46.32 3 16 42 No 3 2 1 PA Northeast
1557 07/11/04 Machine $96,327 $46.31 15 16 40 Yes 4 1 1 NE C-Plains
1296 12/17/06 Quality $96,062 $46.18 13 16 31 Yes 4 2 1 IL Midwest
1846 02/12/15 Machine $95,985 $46.15 5 14 43 No 1 1 1 NE C-Plains
1145 06/20/15 Machine $95,957 $46.13 5 16 41 No 3 2 1 IL Midwest
1461 02/23/16 Advertg $95,662 $45.99 4 14 31 No 1 2 1 PA Northeast
1285 02/06/10 Advertg $95,622 $45.97 10 19 36 No 2 1 1 PA Northeast
1558 01/28/10 Machine $95,220 $45.78 10 19 31 No 2 1 1 IL Midwest
1296 06/17/17 Invent $95,128 $45.73 3 19 42 No 3 2 1 IL Midwest
1216 10/05/04 Shipping $94,876 $45.61 15 16 48 Yes 3 1 1 PA Northeast
1579 11/18/09 Machine $94,700 $45.53 10 14 35 Yes 1 1 2 NE C-Plains
1422 02/02/04 Sales $94,038 $45.21 16 16 30 Yes 1 1 2 NE C-Plains
1180 07/21/14 Machine $93,936 $45.16 5 19 47 No 3 1 2 NE C-Plains
1104 08/05/12 Machine $93,518 $44.96 7 14 39 No 1 1 1 PA Northeast
1661 11/10/11 Sales $92,931 $44.68 8 16 51 No 3 1 1 IL Midwest
1323 01/12/06 Machine $92,847 $44.64 14 16 31 Yes 3 1 1 IL Midwest
1504 10/17/08 Machine $92,267 $44.36 11 19 35 Yes 3 1 1 IL Midwest
1771 08/13/17 Machine $92,079 $44.27 2 19 40 No 3 1 1 NE C-Plains
1667 12/15/06 Machine $92,076 $44.27 13 14 47 Yes 2 1 1 IL Midwest
1079 05/22/09 Invent $91,771 $44.12 11 16 30 Yes 3 1 2 PA Northeast
1364 11/28/18 Machine $91,748 $44.11 1 16 36 No 3 1 2 NE C-Plains
1767 11/16/05 Machine $91,507 $43.99 14 19 53 Yes 3 1 1 PA Northeast
1589 10/13/13 Design $91,444 $43.96 6 19 61 No 4 1 1 PA Northeast
1680 06/02/07 Design $91,205 $43.85 13 14 37 Yes 3 1 1 NE C-Plains
1779 08/11/14 Machine $91,131 $43.81 5 19 30 No 3 1 1 IL Midwest
1387 01/10/17 Machine $90,930 $43.72 3 19 45 No 3 1 1 PA Northeast
1793 05/17/15 Shipping $90,794 $43.65 5 16 39 No 3 1 1 NE C-Plains
1523 05/15/18 Acctg/Fin $90,688 $43.60 2 16 23 No 1 2 2 PA Northeast
1186 02/15/11 Machine $90,599 $43.56 9 16 50 No 1 1 1 IL Midwest
1097 09/26/13 Machine $90,153 $43.34 6 14 40 No 4 1 1 NE C-Plains
1709 12/12/12 Machine $89,522 $43.04 7 19 68 No 3 1 1 NE C-Plains
1096 03/16/11 Machine $89,197 $42.88 9 14 21 No 3 1 2 NE C-Plains
1227 01/04/14 Machine $89,165 $42.87 6 19 49 No 3 2 1 PA Northeast
1006 07/20/01 Machine $88,743 $42.66 18 14 27 Yes 3 1 2 IL Midwest
1836 04/18/18 Machine $88,743 $42.66 2 19 33 No 2 2 2 IL Midwest
1210 03/28/14 Machine $88,639 $42.61 6 16 34 No 3 1 2 NE C-Plains
1821 03/11/13 Machine $87,943 $42.28 7 12 29 No 1 1 1 PA Northeast
1554 10/28/12 Machine $87,641 $42.14 7 14 33 No 4 1 2 IL Midwest
1289 12/04/11 Machine $87,601 $42.12 8 16 30 No 4 1 1 IL Midwest
1659 12/05/13 Machine $87,583 $42.11 6 14 39 No 2 1 2 IL Midwest
1452 08/11/16 Machine $87,519 $42.08 3 16 37 No 3 2 1 IL Midwest
1434 02/19/12 Machine $87,517 $42.08 8 14 57 No 3 1 1 IL Midwest
1315 06/13/09 Machine $87,480 $42.06 11 16 26 Yes 1 1 1 NE C-Plains
1109 07/27/08 Machine $87,409 $42.02 11 14 58 Yes 4 1 1 IL Midwest
1829 05/29/18 Machine $87,407 $42.02 2 14 51 No 1 1 1 NE C-Plains
1565 04/11/04 Machine $87,092 $41.87 16 16 30 Yes 3 1 1 NE C-Plains
1476 12/10/15 Purch $87,056 $41.85 4 16 41 No 3 1 1 IL Midwest
1019 05/01/17 Machine $87,054 $41.85 3 14 34 No 2 1 1 IL Midwest
1056 02/10/16 Machine $87,047 $41.85 4 14 25 No 3 2 2 PA Northeast
1593 06/14/06 Shipping $86,787 $41.72 14 16 34 Yes 1 2 1 IL Midwest
1630 12/02/09 Shipping $86,666 $41.67 10 12 27 Yes 1 1 2 PA Northeast
1373 10/20/12 Machine $86,597 $41.63 7 14 44 No 1 1 1 PA Northeast
1456 08/15/18 Machine $86,384 $41.53 1 16 26 No 3 1 2 IL Midwest
1237 01/22/18 Machine $86,377 $41.53 2 14 40 No 1 1 2 IL Midwest
1638 01/31/11 Machine $86,199 $41.44 9 16 27 No 4 2 2 IL Midwest
1059 03/16/16 Acctg/Fin $86,147 $41.42 4 16 39 No 2 1 1 IL Midwest
1611 11/23/12 Machine $85,442 $41.08 7 19 38 No 1 2 1 IL Midwest
1553 06/13/04 Machine $85,256 $40.99 16 16 41 Yes 3 1 1 PA Northeast
1279 09/28/01 Machine $84,713 $40.73 18 16 39 Yes 4 1 1 PA Northeast
1426 11/06/07 Machine $84,679 $40.71 12 19 35 Yes 3 1 1 PA Northeast
1295 07/12/11 Purch $84,275 $40.52 8 16 41 No 3 1 1 PA Northeast
1619 10/6/10 Machine $84,270 $40.51 9 16 30 No 3 1 1 PA Northeast
1484 10/30/10 Shipping $84,175 $40.47 9 16 37 No 3 1 1 PA Northeast
1723 7/16/01 Machine $84,076 $40.42 18 19 36 Yes 3 2 1 IL Midwest
1744 6/24/08 Machine $83,911 $40.34 12 16 48 Yes 3 1 1 NE C-Plains
1533 07/11/03 Machine $83,851 $40.31 16 16 51 Yes 1 1 1 PA Northeast
1387 01/04/16 Machine $83,430 $40.11 4 16 38 No 3 1 1 PA Northeast
1343 10/06/09 Machine $83,424 $40.11 10 16 44 Yes 3 2 1 IL Midwest
1314 1/20/12 Machine $83,367 $40.08 8 16 37 No 1 1 2 PA Northeast
1267 5/3/14 Machine $83,294 $40.05 6 16 49 No 3 1 2 PA Northeast
1364 11/29/09 Machine $83,075 $39.94 10 16 38 Yes 3 1 2 NE C-Plains
1820 12/17/15 Shipping $82,601 $39.71 4 19 41 No 1 1 1 PA Northeast
1138 7/20/01 Machine $82,515 $39.67 18 16 39 Yes 1 1 2 PA Northeast
1802 11/10/11 Machine $82,471 $39.65 8 16 39 No 3 1 2 PA Northeast
1591 7/17/02 Machine $82,411 $39.62 17 16 37 Yes 3 1 1 IL Midwest
1201 03/17/16 Machine $82,319 $39.58 4 19 40 No 3 1 1 NE C-Plains
1018 09/20/06 Acctg/Fin $82,016 $39.43 13 16 44 Yes 3 1 1 IL Midwest
1789 06/13/11 Machine $81,779 $39.32 9 16 51 No 3 1 1 NE C-Plains
1016 09/30/12 Machine $81,730 $39.29 7 16 27 No 3 2 1 IL Midwest
1005 04/29/11 Machine $81,287 $39.08 9 16 65 No 3 1 1 PA Northeast
1785 12/01/18 Shipping $81,276 $39.08 1 14 44 No 3 1 1 IL Midwest
1116 08/19/14 Machine $81,050 $38.97 5 16 36 No 3 1 1 PA Northeast
1169 10/13/07 Machine $81,042 $38.96 12 16 30 Yes 3 1 2 NE C-Plains
1450 07/07/04 Machine $80,909 $38.90 15 16 40 Yes 1 1 1 IL Midwest
1575 03/12/13 Machine $80,666 $38.78 7 16 44 No 3 1 1 PA Northeast
1061 07/07/17 Machine $80,198 $38.56 2 16 37 No 1 1 1 IL Midwest
1254 09/13/12 Machine $80,191 $38.55 7 16 28 No 1 1 1 PA Northeast
1466 12/29/17 Machine $80,045 $38.48 2 14 43 No 1 1 1 PA Northeast
1474 09/09/12 Machine $79,591 $38.26 7 12 47 No 3 1 1 PA Northeast
1741 08/29/15 Machine $79,584 $38.26 4 14 55 No 3 1 1 IL Midwest
1736 08/16/13 Machine $79,542 $38.24 6 16 50 No 3 1 1 NE C-Plains
1373 05/21/13 Machine $79,063 $38.01 7 14 40 No 3 2 1 IL Midwest
1504 01/13/15 Shipping $78,985 $37.97 5 16 33 No 3 1 2 IL Midwest
1553 08/10/13 Machine $78,900 $37.93 6 12 26 No 3 1 2 PA Northeast
1571 11/11/14 Machine $78,873 $37.92 5 12 36 No 1 2 2 PA Northeast
1185 06/18/09 Machine $78,869 $37.92 11 16 39 Yes 3 1 1 PA Northeast
1612 05/06/11 Shipping $78,529 $37.75 9 16 44 No 1 1 1 PA Northeast
1232 08/25/18 Shipping $78,475 $37.73 1 16 40 No 3 1 2 PA Northeast
1816 06/27/12 Machine $78,334 $37.66 8 19 34 No 3 1 1 PA Northeast
1391 10/02/15 Machine $78,015 $37.51 4 16 31 No 3 1 1 PA Northeast
1422 11/16/15 Machine $77,495 $37.26 4 16 45 No 3 2 2 IL Midwest
1800 01/31/15 Machine $77,443 $37.23 5 16 33 No 3 1 1 NE C-Plains
1142 08/26/17 Machine $77,247 $37.14 2 14 48 No 4 2 1 IL Midwest
1300 10/08/10 Machine $76,956 $37.00 9 16 26 No 3 1 2 NE C-Plains
1332 10/07/14 Shipping $76,864 $36.95 5 19 53 No 3 1 1 NE C-Plains
1471 08/21/13 Machine $76,702 $36.88 6 14 48 No 3 2 1 NE C-Plains
1140 10/04/12 Machine $76,499 $36.78 7 14 46 No 1 1 1 PA Northeast
1132 02/25/14 Machine $76,305 $36.69 6 16 55 No 1 1 1 PA Northeast
1668 02/13/14 Machine $76,158 $36.61 6 16 38 No 4 1 1 NE C-Plains
1629 08/24/15 Shipping $76,031 $36.55 4 19 42 No 3 1 1 NE C-Plains
1750 12/19/09 Machine $75,969 $36.52 10 14 37 Yes 3 1 2 IL Midwest
1070 09/01/06 Machine $75,920 $36.50 13 14 30 Yes 3 2 1 PA Northeast
1083 10/08/11 Machine $75,612 $36.35 8 16 31 No 3 1 1 PA Northeast
1196 03/08/15 Machine $75,415 $36.26 5 12 48 No 3 1 1 NE C-Plains
1053 01/04/05 Machine $75,293 $36.20 15 16 57 Yes 3 2 1 PA Northeast
1543 09/07/12 Machine $75,270 $36.19 7 19 35 No 3 1 1 PA Northeast
1819 08/31/04 Machine $75,261 $36.18 15 12 43 Yes 3 1 1 IL Midwest
1145 10/12/12 Machine $75,179 $36.14 7 14 49 No 1 2 2 PA Northeast
1424 08/09/12 Machine $75,144 $36.13 7 16 28 No 1 2 2 NE C-Plains
1661 10/21/16 Shipping $75,074 $36.09 3 19 58 No 1 1 1 PA Northeast
1660 11/01/16 Machine $75,053 $36.08 3 14 25 No 3 1 2 IL Midwest
1075 04/21/08 Machine $74,814 $35.97 12 19 42 Yes 2 1 1 IL Midwest
1257 03/14/17 Machine $74,512 $35.82 3 14 24 No 1 2 1 NE C-Plains
1745 10/04/12 Machine $74,419 $35.78 7 14 38 No 1 1 1 IL Midwest
1378 10/19/12 Machine $74,381 $35.76 7 16 46 No 3 1 1 NE C-Plains
1445 10/15/14 Machine $74,039 $35.60 5 19 49 No 3 1 2 IL Midwest
1779 10/11/13 Machine $74,000 $35.58 6 19 40 No 3 2 2 IL Midwest
1505 01/17/15 Machine $73,807 $35.48 5 16 46 No 3 1 2 IL Midwest
1498 09/23/15 Machine $73,650 $35.41 4 19 42 No 3 1 1 IL Midwest
1156 05/03/13 Machine $73,640 $35.40 7 16 45 No 3 1 1 PA Northeast
1609 09/15/14 Machine $73,447 $35.31 5 14 27 No 3 1 2 IL Midwest
1815 12/01/13 Machine $73,005 $35.10 6 14 43 No 3 1 1 PA Northeast
1477 06/24/13 Shipping $72,946 $35.07 7 14 24 No 1 2 2 PA Northeast
1622 08/02/02 Shipping $72,536 $34.87 17 14 39 Yes 1 2 1 IL Midwest
1024 04/06/19 Machine $72,352 $34.78 1 16 29 No 4 1 2 PA Northeast
1568 05/12/12 Shipping $72,213 $34.72 8 16 41 No 3 1 1 PA Northeast
1402 08/06/11 Machine $72,005 $34.62 8 19 61 No 1 2 1 PA Northeast
1529 06/11/13 Machine $71,914 $34.57 7 16 51 No 1 1 1 NE C-Plains
1167 07/11/03 Machine $71,851 $34.54 16 14 25 Yes 4 1 2 IL Midwest
1105 05/03/13 Invent $71,747 $34.49 7 16 46 No 2 1 1 PA Northeast
1136 09/22/13 Machine $71,727 $34.48 6 19 50 No 3 2 1 IL Midwest
1613 10/29/11 Machine $71,697 $34.47 8 14 32 No 3 1 1 PA Northeast
1658 05/04/11 Admin $71,690 $34.47 9 16 51 No 3 2 1 PA Northeast
1062 11/06/10 Acctg/Fin $71,671 $34.46 9 16 31 No 1 1 1 PA Northeast
1018 04/22/10 Machine $71,311 $34.28 10 14 37 No 3 1 1 NE C-Plains
1113 06/20/08 Machine $71,026 $34.15 12 16 49 Yes 3 1 2 NE C-Plains
1339 07/04/17 Machine $70,358 $33.83 2 14 55 No 3 1 1 PA Northeast
1004 12/29/16 Machine $70,237 $33.77 3 16 57 No 2 1 1 PA Northeast
1671 12/14/13 Machine $69,935 $33.62 6 16 22 No 1 1 2 NE C-Plains
1048 08/14/03 Shipping $69,777 $33.55 16 19 43 Yes 3 1 1 NE C-Plains
1639 05/17/10 Machine $69,665 $33.49 10 16 24 No 2 2 1 PA Northeast
1117 09/05/16 Machine $69,656 $33.49 3 16 57 No 1 1 1 NE C-Plains
1015 01/07/12 Invent $69,529 $33.43 8 16 53 No 3 1 1 PA Northeast
1320 08/03/17 Machine $68,762 $33.06 2 16 43 No 4 2 1 IL Midwest
1760 11/23/08 Machine $68,647 $33.00 11 14 50 Yes 3 1 1 NE C-Plains
1496 04/24/19 Shipping $68,375 $32.87 1 16 40 No 1 1 2 NE C-Plains
1150 02/06/14 Machine $68,226 $32.80 6 16 54 No 3 1 1 PA Northeast
1233 02/01/14 Machine $68,222 $32.80 6 19 29 No 3 1 2 PA Northeast
1053 01/08/13 Machine $68,056 $32.72 7 14 62 No 1 1 1 NE C-Plains
1261 07/11/04 Machine $68,012 $32.70 15 16 36 Yes 4 2 1 PA Northeast
1824 06/23/16 Machine $67,987 $32.69 4 16 34 No 3 2 1 PA Northeast
1519 05/23/11 Machine $67,866 $32.63 9 14 25 No 3 1 2 PA Northeast
1598 10/10/13 Machine $67,624 $32.51 6 16 37 No 3 2 1 NE C-Plains
1265 11/08/14 Acctg/Fin $66,938 $32.18 5 16 39 No 3 1 1 IL Midwest
1280 04/02/15 Acctg/Fin $66,528 $31.98 5 16 35 No 1 2 1 NE C-Plains
1296 09/02/14 Gen Shop $65,955 $31.71 5 14 39 No 3 1 1 NE C-Plains
1405 05/05/06 Gen Shop $65,126 $31.31 14 16 38 Yes 1 1 1 NE C-Plains
1744 01/26/18 Gen Shop $65,100 $31.30 2 14 40 No 3 2 1 PA Northeast
1848 01/19/12 Gen Shop $64,797 $31.15 8 14 45 No 3 2 1 PA Northeast
1341 01/11/17 Gen Shop $64,580 $31.05 3 16 40 No 1 1 1 PA Northeast
1812 07/13/02 Gen Shop $64,458 $30.99 17 16 29 Yes 2 2 2 PA Northeast
1525 09/13/11 Gen Shop $64,201 $30.87 8 16 34 No 3 1 1 IL Midwest
1446 03/30/11 Gen Shop $64,200 $30.87 9 16 53 No 1 1 1 IL Midwest
1687 07/31/11 Gen Shop $63,946 $30.74 8 19 42 No 3 2 1 PA Northeast
1226 08/25/02 Gen Shop $63,933 $30.74 17 19 34 Yes 3 1 2 IL Midwest
1108 10/24/07 Gen Shop $63,777 $30.66 12 14 35 Yes 3 1 2 PA Northeast
1736 06/12/11 Gen Shop $63,125 $30.35 9 16 54 No 3 1 1 PA Northeast
1255 09/05/11 Gen Shop $62,836 $30.21 8 16 42 No 3 1 1 NE C-Plains
1556 12/19/13 Gen Shop $62,747 $30.17 6 19 52 No 3 1 1 IL Midwest
1117 05/12/18 Gen Shop $62,319 $29.96 2 16 28 No 3 1 1 PA Northeast
1320 11/20/10 Gen Shop $61,902 $29.76 9 16 52 No 3 1 2 NE C-Plains
1043 02/06/19 Gen Shop $61,779 $29.70 1 16 34 No 1 1 1 IL Midwest
1387 05/29/06 Gen Shop $61,383 $29.51 14 14 26 Yes 3 1 1 IL Midwest
1248 06/13/17 Gen Shop $61,212 $29.43 3 14 43 No 1 1 1 IL Midwest
1785 10/25/11 Gen Shop $61,121 $29.39 8 16 44 No 3 1 1 NE C-Plains
1329 05/15/11 Gen Shop $61,068 $29.36 9 16 37 No 3 1 1 NE C-Plains
1141 01/29/13 Gen Shop $60,802 $29.23 7 16 59 No 3 1 1 PA Northeast
1636 09/01/16 Gen Shop $60,641 $29.15 3 16 34 No 4 1 1 NE C-Plains
1448 02/02/14 Admin $59,219 $28.47 6 14 35 No 3 1 2 NE C-Plains
1145 12/05/17 Gen Shop $58,540 $28.14 2 14 44 No 1 1 1 IL Midwest
1850 06/17/17 Gen Shop $58,294 $28.03 3 19 40 No 4 1 1 NE C-Plains
1138 10/13/05 Gen Shop $57,727 $27.75 14 16 51 Yes 3 1 1 IL Midwest
1447 02/21/15 Gen Shop $55,720 $26.79 5 16 34 No 3 1 2 IL Midwest
1198 06/21/13 Gen Shop $55,542 $26.70 7 14 30 No 2 2 1 IL Midwest
1580 10/18/17 Gen Shop $54,080 $26.00 2 19 44 No 2 1 2 NE C-Plains
1442 01/05/16 Admin $54,060 $25.99 4 16 32 No 3 2 2 IL Midwest
1343 03/02/09 Gen Shop $53,669 $25.80 11 14 42 Yes 1 2 1 PA Northeast
1750 07/17/13 Gen Shop $52,064 $25.03 6 14 34 No 3 1 1 NE C-Plains
1350 04/10/13 Admin $50,421 $24.24 7 16 26 No 3 2 2 NE C-Plains
1723 01/25/05 Gen Shop $50,377 $24.22 15 12 31 Yes 2 1 1 PA Northeast
1626 10/21/10 Gen Shop $43,962 $21.14 9 12 22 No 3 2 2 IL Midwest
1560 02/27/12 Gen Shop $43,367 $20.85 8 16 38 No 3 2 1 PA Northeast
1539 01/24/04 Gen Shop $43,367 $20.85 16 16 34 Yes 3 1 1 IL Midwest
1404 07/27/07 Gen Shop $43,367 $20.85 12 16 29 Yes 3 1 2 NE C-Plains
1289 02/02/10 Gen Shop $43,367 $20.85 10 16 33 No 3 1 1 IL Midwest
1644 01/19/18 Gen Shop $39,808 $19.14 2 16 46 No 1 1 1 PA Northeast
1620 04/20/15 Gen Shop $33,367 $16.04 5 12 22 No 1 1 1 IL Midwest
1507 09/25/10 Gen Shop $32,367 $15.56 9 12 25 No 3 2 2 NE C-Plains
Section 2: Complete Summary Tables for Graphing
Sales Summary (Provided)
Roles Race # % Yr Sales
Key Emp # 1 African-Am 98 26 2003 $1,656,872
CEO 1 2 Asian 25 7 2004 $47,830,245
CFO 1 3 Caucasian 216 58 2005 $84,088,009
Eng Mgr 1 4 Hispanic 33 9 2006 $130,427,572
COO 1 372 100 2007 $146,938,882
Sales Mgr 1 2008 $139,117,818
IT Mgr 1 2009 $143,547,199
Controller 1 Gender # % 2010 $144,834,875
Advertg 5 1 Male 295 79 2011 $149,578,842
Sr Flr Mgr 3 2 Female 77 21 2012 $155,740,613
Engineering 23 372 100 2013 $144,759,828
Sr Sales Mgr 3 2014 $156,714,301
IT Staff 8 2015 $150,201,379
Sales 14 Education Level # % 2016 $154,750,829
Shp Mgr 1 12 HS 18 5 2017 $158,253,462
Acctg/Fin 10 14 AA 87 23 2018 $156,494,223
Sr Mach 28 16 BA/BS 203 55 2019 $165,800,498
Quality 5 19 Masters 64 17 2020
Mrktg 5 372 100 2021
Design 19 2022
Invent 8 2023
Flr Supr 7 Marital Status # % 2024
Purch 5 1 Married 268 72
Machine 159 2 Single 104 28
Shipping 18 372 100
Admin 4
Gen Shop 40
372 Region Key
State Region # %
PA Northeast 149 40
IL Midwest 125 34
NE C-Plains 98 26
372 100
Section 3: Complete Descriptive Statistics
Be sure to include the correct units where applicable for the summary statistics below
Descriptive Statistics Salary Hrly Rate Yrs of Svc Ed Age Frequency Table by Salary Ranges
Mean 99,672.23 47.92 7.63 15.85 40.05 Bin Range / Upper Limit Label
Median 91,475.50 43.98 7.08 16.00 39.00 20000 Up to 20 Graph into histogram
Mode 154,933.00 74.49 15.47 16.00 34.00 30000 21-30
Std Deviation 32,852.73 15.79 4.34 1.80 9.94 40000 31-40
Variance 1,079,302,174.37 249.47 18.83 3.25 98.72 50000 41-50
Kurtosis 0.27 0.27 -0.35 -0.09 -0.65 60000 51-60
Skewness 0.77 0.77 0.61 0.19 0.31 70000 61-70
Max - 239,315.00 115.06 18.46 19.00 68.00 80000 71-80
Min = 32,367.00 15.56 0.11 12.00 21.00 90000 81-90
Range 206,948.00 99.49 18.35 7.00 47.00 100000 91-100
Sum 37,078,070.00 17,826.00 2839.83 5898.00 14899.00 110000 101-110
Count 372.00 372.00 372.00 372.00 372.00 120000 111-120
130000 121-130
140000 131-140
150000 141-150
160000 151-160
170000 161-170
180000 171-180
190000 181-190
200000 191-200
200+

LUIS E. CASAL &D &P

Statistical Data

Descriptive Statistics Salary Hrly Rate Yrs of Svc Ed Age
Mean 99672.23 47.92 7.63 15.85 40.05
Standard Error 1703.33 0.82 0.22 0.09 0.52
Median 91475.50 43.98 7.08 16.00 39.00
Mode 154933.00 74.49 15.47 16.00 34.00
Standard Deviation 32852.73 15.79 4.34 1.80 9.94
Sample Variance 1079302174.37 249.47 18.83 3.25 98.72
Kurtosis 0.27 0.27 -0.35 -0.09 -0.65
Skewness 0.77 0.77 0.61 0.19 0.31
Range 206948.00 99.49 18.35 7.00 47.00
Minimum 32367.00 15.56 0.11 12.00 21.00
Maximum 239315.00 115.06 18.46 19.00 68.00
Sum 37078070.00 17826.00 2839.83 5898.00 14899.00
Count 372.00 372.00 372.00 372.00 372.00

Charts

Gender

Male Female 79.3010752688172 20.698924731182796

Education Level

HS AA BA/BS Masters 4.838709677419355 23.387096774193548 54.569892473118273 17.20430107526882

Marital Status

Married Single 72.043010752688176 27.956989247311824

Number of employees by race

African-Am Asian Caucasian Hispanic 98 25 216 33

Number of employees per state

PA IL NE 149 125 98

Sales summary

2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 1656871.8930150992 47830244.546799615 84088009.193400696 130427572.07159656 146938882.11983776 139117817.9909192 143547199.3314777 144834874.89356914 149578841.81593996 155740613.19537732 144759828.34312081 156714300.52984941 150201379.20405364 154750828.73739058 158253462.20716339 156494222.6692971 165800497.95999998

Histogram

Bin Frequency
20000 0
30000 0
40000 3
50000 5
60000 12
70000 40
80000 60
90000 58
100000 43
110000 33
120000 30
130000 16
140000 10
150000 18
160000 25
170000 10
180000 6
190000 2
200000 0
More 1
372

Histogram

Frequency 20000 30000 40000 50000 60000 70000 80000 90000 100000 110000 120000 130000 140000 150000 160000 170000 180000 190000 200000 More 0 0 3 5 12 40 60 58 43 33 30 16 10 18 25 10 6 2 0 1

Bin

Frequency

Sorted Data

Workforce Profile Analysis
Section 1: Complete all Columns in Data Set
Format for:
Windows User: Format cells in column according to indicated format.
Number Date Text Currency Currency General Number Number General Number Number Number Text General
mm/dd/yy
Year Ending Vested Yr
12/31/19 10
Emp # Hire Date Role Salary Hrly Rate Yrs of Svc Ed Age Vested Race Gender Status State Region
1507 09/25/10 Gen Shop $32,367 $15.56 9 12 25 No 3 2 2 NE C-Plains
1404 07/27/07 Gen Shop $43,367 $20.85 12 16 29 Yes 3 1 2 NE C-Plains
1350 04/10/13 Admin $50,421 $24.24 7 16 26 No 3 2 2 NE C-Plains
1750 07/17/13 Gen Shop $52,064 $25.03 6 14 34 No 3 1 1 NE C-Plains
1580 10/18/17 Gen Shop $54,080 $26.00 2 19 44 No 2 1 2 NE C-Plains
1850 06/17/17 Gen Shop $58,294 $28.03 3 19 40 No 4 1 1 NE C-Plains
1448 02/02/14 Admin $59,219 $28.47 6 14 35 No 3 1 2 NE C-Plains
1636 09/01/16 Gen Shop $60,641 $29.15 3 16 34 No 4 1 1 NE C-Plains
1329 05/15/11 Gen Shop $61,068 $29.36 9 16 37 No 3 1 1 NE C-Plains
1785 10/25/11 Gen Shop $61,121 $29.39 8 16 44 No 3 1 1 NE C-Plains
1320 11/20/10 Gen Shop $61,902 $29.76 9 16 52 No 3 1 2 NE C-Plains
1255 09/05/11 Gen Shop $62,836 $30.21 8 16 42 No 3 1 1 NE C-Plains
1405 05/05/06 Gen Shop $65,126 $31.31 14 16 38 Yes 1 1 1 NE C-Plains
1296 09/02/14 Gen Shop $65,955 $31.71 5 14 39 No 3 1 1 NE C-Plains
1280 04/02/15 Acctg/Fin $66,528 $31.98 5 16 35 No 1 2 1 NE C-Plains
1598 10/10/13 Machine $67,624 $32.51 6 16 37 No 3 2 1 NE C-Plains
1053 01/08/13 Machine $68,056 $32.72 7 14 62 No 1 1 1 NE C-Plains
1496 04/24/19 Shipping $68,375 $32.87 1 16 40 No 1 1 2 NE C-Plains
1760 11/23/08 Machine $68,647 $33.00 11 14 50 Yes 3 1 1 NE C-Plains
1117 09/05/16 Machine $69,656 $33.49 3 16 57 No 1 1 1 NE C-Plains
1048 08/14/03 Shipping $69,777 $33.55 16 19 43 Yes 3 1 1 NE C-Plains
1671 12/14/13 Machine $69,935 $33.62 6 16 22 No 1 1 2 NE C-Plains
1113 06/20/08 Machine $71,026 $34.15 12 16 49 Yes 3 1 2 NE C-Plains
1018 04/22/10 Machine $71,311 $34.28 10 14 37 No 3 1 1 NE C-Plains
1529 06/11/13 Machine $71,914 $34.57 7 16 51 No 1 1 1 NE C-Plains
1378 10/19/12 Machine $74,381 $35.76 7 16 46 No 3 1 1 NE C-Plains
1257 03/14/17 Machine $74,512 $35.82 3 14 24 No 1 2 1 NE C-Plains
1424 08/09/12 Machine $75,144 $36.13 7 16 28 No 1 2 2 NE C-Plains
1196 03/08/15 Machine $75,415 $36.26 5 12 48 No 3 1 1 NE C-Plains
1629 08/24/15 Shipping $76,031 $36.55 4 19 42 No 3 1 1 NE C-Plains
1668 02/13/14 Machine $76,158 $36.61 6 16 38 No 4 1 1 NE C-Plains
1471 08/21/13 Machine $76,702 $36.88 6 14 48 No 3 2 1 NE C-Plains
1332 10/07/14 Shipping $76,864 $36.95 5 19 53 No 3 1 1 NE C-Plains
1300 10/08/10 Machine $76,956 $37.00 9 16 26 No 3 1 2 NE C-Plains
1800 01/31/15 Machine $77,443 $37.23 5 16 33 No 3 1 1 NE C-Plains
1736 08/16/13 Machine $79,542 $38.24 6 16 50 No 3 1 1 NE C-Plains
1169 10/13/07 Machine $81,042 $38.96 12 16 30 Yes 3 1 2 NE C-Plains
1789 06/13/11 Machine $81,779 $39.32 9 16 51 No 3 1 1 NE C-Plains
1201 03/17/16 Machine $82,319 $39.58 4 19 40 No 3 1 1 NE C-Plains
1364 11/29/09 Machine $83,075 $39.94 10 16 38 Yes 3 1 2 NE C-Plains
1744 6/24/08 Machine $83,911 $40.34 12 16 48 Yes 3 1 1 NE C-Plains
1565 04/11/04 Machine $87,092 $41.87 16 16 30 Yes 3 1 1 NE C-Plains
1829 05/29/18 Machine $87,407 $42.02 2 14 51 No 1 1 1 NE C-Plains
1315 06/13/09 Machine $87,480 $42.06 11 16 26 Yes 1 1 1 NE C-Plains
1210 03/28/14 Machine $88,639 $42.61 6 16 34 No 3 1 2 NE C-Plains
1096 03/16/11 Machine $89,197 $42.88 9 14 21 No 3 1 2 NE C-Plains
1709 12/12/12 Machine $89,522 $43.04 7 19 68 No 3 1 1 NE C-Plains
1097 09/26/13 Machine $90,153 $43.34 6 14 40 No 4 1 1 NE C-Plains
1793 05/17/15 Shipping $90,794 $43.65 5 16 39 No 3 1 1 NE C-Plains
1680 06/02/07 Design $91,205 $43.85 13 14 37 Yes 3 1 1 NE C-Plains
1364 11/28/18 Machine $91,748 $44.11 1 16 36 No 3 1 2 NE C-Plains
1771 08/13/17 Machine $92,079 $44.27 2 19 40 No 3 1 1 NE C-Plains
1180 07/21/14 Machine $93,936 $45.16 5 19 47 No 3 1 2 NE C-Plains
1422 02/02/04 Sales $94,038 $45.21 16 16 30 Yes 1 1 2 NE C-Plains
1579 11/18/09 Machine $94,700 $45.53 10 14 35 Yes 1 1 2 NE C-Plains
1846 02/12/15 Machine $95,985 $46.15 5 14 43 No 1 1 1 NE C-Plains
1557 07/11/04 Machine $96,327 $46.31 15 16 40 Yes 4 1 1 NE C-Plains
1813 06/20/15 Machine $96,582 $46.43 5 19 40 No 1 1 1 NE C-Plains
1175 12/07/18 Machine $98,634 $47.42 1 16 52 No 3 1 1 NE C-Plains
1492 8/20/15 Machine $100,314 $48.23 4 16 51 No 3 1 1 NE C-Plains
1468 9/25/08 Machine $100,571 $48.35 11 16 42 Yes 2 2 1 NE C-Plains
1055 12/16/09 Machine $100,632 $48.38 10 16 47 Yes 3 1 1 NE C-Plains
1764 8/31/05 Machine $101,709 $48.90 14 16 24 Yes 4 1 1 NE C-Plains
1036 06/10/11 Machine $102,641 $49.35 9 14 29 No 1 1 1 NE C-Plains
1308 7/17/02 Machine $103,721 $49.87 17 14 46 Yes 3 1 1 NE C-Plains
1830 7/4/13 Machine $104,793 $50.38 6 14 25 No 3 2 1 NE C-Plains
1584 06/21/10 Machine $107,153 $51.52 10 16 51 No 3 2 1 NE C-Plains
1846 05/03/12 Engineering $107,530 $51.70 8 14 42 No 3 2 2 NE C-Plains
1554 07/27/16 Engineering $111,196 $53.46 3 16 36 No 4 1 1 NE C-Plains
1517 06/01/06 Engineering $111,424 $53.57 14 16 35 Yes 3 1 1 NE C-Plains
1519 01/19/18 Design $111,536 $53.62 2 16 51 No 1 1 1 NE C-Plains
1477 03/08/17 Purch $111,794 $53.75 3 19 45 No 1 1 2 NE C-Plains
1733 09/19/15 Flr Supr $116,208 $55.87 4 16 32 No 1 1 1 NE C-Plains
1320 11/23/19 Sr Mach $119,285 $57.35 0 16 28 No 3 1 2 NE C-Plains
1297 12/14/13 Sr Mach $128,384 $61.72 6 16 28 No 1 2 2 NE C-Plains
1797 06/05/17 Sr Mach $128,901 $61.97 3 14 26 No 3 1 2 NE C-Plains
1189 03/09/18 Sales $132,142 $63.53 2 14 53 No 3 1 1 NE C-Plains
1608 08/26/05 Sales $139,515 $67.07 14 16 52 Yes 1 2 1 NE C-Plains
1128 07/16/01 Flr Supr $140,865 $67.72 18 19 49 Yes 1 1 2 NE C-Plains
1133 09/11/14 Sales $140,865 $67.72 5 14 30 No 3 1 2 NE C-Plains
1269 12/04/17 Design $143,063 $68.78 2 16 31 No 1 1 2 NE C-Plains
1846 05/16/03 Design $148,111 $71.21 17 16 39 Yes 3 1 1 NE C-Plains
1300 08/04/14 Engineering $148,111 $71.21 5 16 36 No 2 1 1 NE C-Plains
1379 08/13/17 Mrktg $150,263 $72.24 2 12 53 No 2 1 1 NE C-Plains
1803 05/07/17 Mrktg $150,868 $72.53 3 16 53 No 2 1 1 NE C-Plains
1822 02/26/07 Engineering $151,174 $72.68 13 16 38 Yes 3 1 1 NE C-Plains
1188 11/15/15 Engineering $151,523 $72.85 4 16 41 No 1 1 1 NE C-Plains
1220 10/16/16 Sr Mach $152,030 $73.09 3 16 25 No 3 2 1 NE C-Plains
1088 09/18/07 Sr Flr Mgr $152,446 $73.29 12 16 54 Yes 3 1 1 NE C-Plains
1257 07/15/03 Engineering $154,933 $74.49 16 16 31 Yes 1 1 1 NE C-Plains
1071 02/01/12 Engineering $156,750 $75.36 8 16 61 No 1 1 2 NE C-Plains
1215 06/17/18 Engineering $156,750 $75.36 2 16 51 No 3 1 2 NE C-Plains
1014 09/13/13 IT Staff $162,030 $77.90 6 14 38 No 2 1 2 NE C-Plains
1506 10/20/13 IT Staff $162,731 $78.24 6 16 54 No 3 1 1 NE C-Plains
1357 05/09/11 Advertg $172,291 $82.83 9 16 52 No 3 1 1 NE C-Plains
1272 10/02/11 IT Mgr $175,916 $84.58 8 14 44 No 3 1 1 NE C-Plains
1796 12/29/11 Sales Mgr $178,456 $85.80 8 16 34 No 3 1 1 NE C-Plains
1357 01/26/10 COO $179,195 $86.15 10 19 50 No 3 1 1 NE C-Plains
C-Plains Count 98
1620 04/20/15 Gen Shop $33,367 $16.04 5 12 22 No 1 1 1 IL Midwest
1539 01/24/04 Gen Shop $43,367 $20.85 16 16 34 Yes 3 1 1 IL Midwest
1289 02/02/10 Gen Shop $43,367 $20.85 10 16 33 No 3 1 1 IL Midwest
1626 10/21/10 Gen Shop $43,962 $21.14 9 12 22 No 3 2 2 IL Midwest
1442 01/05/16 Admin $54,060 $25.99 4 16 32 No 3 2 2 IL Midwest
1198 06/21/13 Gen Shop $55,542 $26.70 7 14 30 No 2 2 1 IL Midwest
1447 02/21/15 Gen Shop $55,720 $26.79 5 16 34 No 3 1 2 IL Midwest
1138 10/13/05 Gen Shop $57,727 $27.75 14 16 51 Yes 3 1 1 IL Midwest
1145 12/05/17 Gen Shop $58,540 $28.14 2 14 44 No 1 1 1 IL Midwest
1248 06/13/17 Gen Shop $61,212 $29.43 3 14 43 No 1 1 1 IL Midwest
1387 05/29/06 Gen Shop $61,383 $29.51 14 14 26 Yes 3 1 1 IL Midwest
1043 02/06/19 Gen Shop $61,779 $29.70 1 16 34 No 1 1 1 IL Midwest
1556 12/19/13 Gen Shop $62,747 $30.17 6 19 52 No 3 1 1 IL Midwest
1226 08/25/02 Gen Shop $63,933 $30.74 17 19 34 Yes 3 1 2 IL Midwest
1446 03/30/11 Gen Shop $64,200 $30.87 9 16 53 No 1 1 1 IL Midwest
1525 09/13/11 Gen Shop $64,201 $30.87 8 16 34 No 3 1 1 IL Midwest
1265 11/08/14 Acctg/Fin $66,938 $32.18 5 16 39 No 3 1 1 IL Midwest
1320 08/03/17 Machine $68,762 $33.06 2 16 43 No 4 2 1 IL Midwest
1136 09/22/13 Machine $71,727 $34.48 6 19 50 No 3 2 1 IL Midwest
1167 07/11/03 Machine $71,851 $34.54 16 14 25 Yes 4 1 2 IL Midwest
1622 08/02/02 Shipping $72,536 $34.87 17 14 39 Yes 1 2 1 IL Midwest
1609 09/15/14 Machine $73,447 $35.31 5 14 27 No 3 1 2 IL Midwest
1498 09/23/15 Machine $73,650 $35.41 4 19 42 No 3 1 1 IL Midwest
1505 01/17/15 Machine $73,807 $35.48 5 16 46 No 3 1 2 IL Midwest
1779 10/11/13 Machine $74,000 $35.58 6 19 40 No 3 2 2 IL Midwest
1445 10/15/14 Machine $74,039 $35.60 5 19 49 No 3 1 2 IL Midwest
1745 10/04/12 Machine $74,419 $35.78 7 14 38 No 1 1 1 IL Midwest
1075 04/21/08 Machine $74,814 $35.97 12 19 42 Yes 2 1 1 IL Midwest
1660 11/01/16 Machine $75,053 $36.08 3 14 25 No 3 1 2 IL Midwest
1819 08/31/04 Machine $75,261 $36.18 15 12 43 Yes 3 1 1 IL Midwest
1750 12/19/09 Machine $75,969 $36.52 10 14 37 Yes 3 1 2 IL Midwest
1142 08/26/17 Machine $77,247 $37.14 2 14 48 No 4 2 1 IL Midwest
1422 11/16/15 Machine $77,495 $37.26 4 16 45 No 3 2 2 IL Midwest
1504 01/13/15 Shipping $78,985 $37.97 5 16 33 No 3 1 2 IL Midwest
1373 05/21/13 Machine $79,063 $38.01 7 14 40 No 3 2 1 IL Midwest
1741 08/29/15 Machine $79,584 $38.26 4 14 55 No 3 1 1 IL Midwest
1061 07/07/17 Machine $80,198 $38.56 2 16 37 No 1 1 1 IL Midwest
1450 07/07/04 Machine $80,909 $38.90 15 16 40 Yes 1 1 1 IL Midwest
1785 12/01/18 Shipping $81,276 $39.08 1 14 44 No 3 1 1 IL Midwest
1016 09/30/12 Machine $81,730 $39.29 7 16 27 No 3 2 1 IL Midwest
1018 09/20/06 Acctg/Fin $82,016 $39.43 13 16 44 Yes 3 1 1 IL Midwest
1591 7/17/02 Machine $82,411 $39.62 17 16 37 Yes 3 1 1 IL Midwest
1343 10/06/09 Machine $83,424 $40.11 10 16 44 Yes 3 2 1 IL Midwest
1723 7/16/01 Machine $84,076 $40.42 18 19 36 Yes 3 2 1 IL Midwest
1611 11/23/12 Machine $85,442 $41.08 7 19 38 No 1 2 1 IL Midwest
1059 03/16/16 Acctg/Fin $86,147 $41.42 4 16 39 No 2 1 1 IL Midwest
1638 01/31/11 Machine $86,199 $41.44 9 16 27 No 4 2 2 IL Midwest
1237 01/22/18 Machine $86,377 $41.53 2 14 40 No 1 1 2 IL Midwest
1456 08/15/18 Machine $86,384 $41.53 1 16 26 No 3 1 2 IL Midwest
1593 06/14/06 Shipping $86,787 $41.72 14 16 34 Yes 1 2 1 IL Midwest
1019 05/01/17 Machine $87,054 $41.85 3 14 34 No 2 1 1 IL Midwest
1476 12/10/15 Purch $87,056 $41.85 4 16 41 No 3 1 1 IL Midwest
1109 07/27/08 Machine $87,409 $42.02 11 14 58 Yes s 1 1 IL Midwest
1434 02/19/12 Machine $87,517 $42.08 8 14 57 No 3 1 1 IL Midwest
1452 08/11/16 Machine $87,519 $42.08 3 16 37 No 3 2 1 IL Midwest
1659 12/05/13 Machine $87,583 $42.11 6 14 39 No 2 1 2 IL Midwest
1289 12/04/11 Machine $87,601 $42.12 8 16 30 No 4 1 1 IL Midwest
1554 10/28/12 Machine $87,641 $42.14 7 14 33 No 4 1 2 IL Midwest
1006 07/20/01 Machine $88,743 $42.66 18 14 27 Yes 3 1 2 IL Midwest
1836 04/18/18 Machine $88,743 $42.66 2 19 33 No 2 2 2 IL Midwest
1186 02/15/11 Machine $90,599 $43.56 9 16 50 No 1 1 1 IL Midwest
1779 08/11/14 Machine $91,131 $43.81 5 19 30 No 3 1 1 IL Midwest
1667 12/15/06 Machine $92,076 $44.27 13 14 47 Yes 2 1 1 IL Midwest
1504 10/17/08 Machine $92,267 $44.36 11 19 35 Yes 3 1 1 IL Midwest
1323 01/12/06 Machine $92,847 $44.64 14 16 31 Yes 3 1 1 IL Midwest
1661 11/10/11 Sales $92,931 $44.68 8 16 51 No 3 1 1 IL Midwest
1296 06/17/17 Invent $95,128 $45.73 3 19 42 No 3 2 1 IL Midwest
1558 01/28/10 Machine $95,220 $45.78 10 19 31 No 2 1 1 IL Midwest
1145 06/20/15 Machine $95,957 $46.13 5 16 41 No 3 2 1 IL Midwest
1296 12/17/06 Quality $96,062 $46.18 13 16 31 Yes 4 2 1 IL Midwest
1550 08/25/03 IT Staff $98,771 $47.49 16 19 59 Yes 1 1 1 IL Midwest
1424 12/10/12 Sales $99,130 $47.66 7 14 50 No 3 1 1 IL Midwest
1588 1/4/18 Machine $99,135 $47.66 2 14 35 No 3 1 1 IL Midwest
1106 9/2/15 Machine $99,821 $47.99 4 12 36 No 3 2 2 IL Midwest
1757 10/16/14 Machine $100,198 $48.17 5 16 34 No 1 2 1 IL Midwest
1101 07/19/08 Invent $100,520 $48.33 11 19 44 Yes 3 1 1 IL Midwest
1809 7/1/17 Machine $101,360 $48.73 3 16 40 No 3 1 1 IL Midwest
1850 11/26/06 Invent $102,913 $49.48 13 16 25 Yes 1 2 2 IL Midwest
1552 7/13/11 Machine $105,069 $50.51 8 16 21 No 1 1 2 IL Midwest
1776 10/14/15 Machine $106,640 $51.27 4 14 40 No 4 2 1 IL Midwest
1625 06/04/11 Purch $108,058 $51.95 9 16 37 No 4 1 2 IL Midwest
1773 10/07/17 Purch $108,342 $52.09 2 16 34 No 3 2 1 IL Midwest
1669 12/13/15 Design $109,128 $52.47 4 16 48 No 3 1 1 IL Midwest
1098 01/21/11 Engineering $110,708 $53.23 9 16 55 No 3 1 1 IL Midwest
1447 11/07/13 Sales $111,801 $53.75 6 16 60 No 3 1 1 IL Midwest
1623 07/10/18 Engineering $112,223 $53.95 1 16 44 No 3 1 1 IL Midwest
1466 06/01/11 Sales $112,402 $54.04 9 14 41 No 2 1 1 IL Midwest
1637 12/09/07 Sales $113,023 $54.34 12 16 28 Yes 3 1 2 IL Midwest
1227 09/06/10 Invent $115,283 $55.42 9 14 37 No 1 1 1 IL Midwest
1498 12/08/14 Sr Mach $115,580 $55.57 5 16 54 No 1 1 1 IL Midwest
1835 06/24/13 Sr Mach $116,075 $55.81 7 19 37 No 1 1 2 IL Midwest
1515 07/11/03 Acctg/Fin $117,692 $56.58 16 14 43 Yes 1 1 2 IL Midwest
1346 06/24/18 Sr Mach $120,986 $58.17 2 19 29 No 4 1 1 IL Midwest
1568 04/09/13 Sr Mach $122,352 $58.82 7 16 28 No 3 2 2 IL Midwest
1261 08/01/04 Sr Mach $122,391 $58.84 15 16 48 Yes 4 1 2 IL Midwest
1550 07/10/11 Sr Mach $123,391 $59.32 8 12 59 No 3 1 1 IL Midwest
1317 05/09/13 Sr Mach $125,156 $60.17 7 19 31 No 1 1 1 IL Midwest
1315 04/04/19 Sr Mach $125,367 $60.27 1 16 35 No 3 1 2 IL Midwest
1541 06/22/14 Sr Mach $127,190 $61.15 6 16 34 No 3 1 1 IL Midwest
1288 10/29/14 Sales $132,230 $63.57 5 19 31 No 1 1 1 IL Midwest
1224 07/15/03 Engineering $133,138 $64.01 16 16 33 Yes 3 2 1 IL Midwest
1381 11/29/11 Sales $135,533 $65.16 8 14 28 No 3 1 1 IL Midwest
1062 03/14/14 Flr Supr $139,377 $67.01 6 16 27 No 3 1 2 IL Midwest
1308 07/19/12 Engineering $141,110 $67.84 7 16 36 No 3 1 1 IL Midwest
1608 09/06/17 Flr Supr $141,110 $67.84 2 16 37 No 1 2 1 IL Midwest
1424 09/30/17 Flr Supr $143,005 $68.75 2 14 25 No 4 2 2 IL Midwest
1654 01/14/09 Engineering $144,571 $69.51 11 16 39 Yes 3 1 1 IL Midwest
1841 06/30/17 Design $145,776 $70.08 3 19 30 No 3 2 2 IL Midwest
1069 05/29/12 Engineering $145,776 $70.08 8 16 59 No 3 1 1 IL Midwest
1726 08/31/16 Design $149,466 $71.86 3 16 31 No 4 1 1 IL Midwest
1444 11/05/13 Mrktg $150,263 $72.24 6 16 57 No 3 1 1 IL Midwest
1749 07/07/08 Sr Mach $151,523 $72.85 11 16 56 Yes 1 1 1 IL Midwest
1356 07/02/15 Sr Sales Mgr $152,446 $73.29 4 14 36 No 4 1 2 IL Midwest
1202 10/02/16 Acctg/Fin $154,122 $74.10 3 19 33 No 1 1 2 IL Midwest
1265 01/18/16 Engineering $154,933 $74.49 4 16 24 No 3 1 1 IL Midwest
1084 10/29/12 Sales $154,933 $74.49 7 19 43 No 3 1 2 IL Midwest
1785 06/07/16 Engineering $158,066 $75.99 4 16 28 No 4 1 1 IL Midwest
1770 12/03/15 Engineering $159,215 $76.55 4 19 40 No 1 1 1 IL Midwest
1071 05/30/13 Engineering $161,867 $77.82 7 16 26 No 3 1 2 IL Midwest
1814 04/14/12 Sr Sales Mgr $162,030 $77.90 8 12 31 No 4 1 2 IL Midwest
1308 07/10/11 IT Staff $162,731 $78.24 8 16 53 No 1 1 2 IL Midwest
1793 08/19/06 Sr Sales Mgr $163,045 $78.39 13 16 33 Yes 1 1 1 IL Midwest
1756 12/12/14 Sr Flr Mgr $164,033 $78.86 5 14 30 No 3 1 1 IL Midwest
1055 01/01/12 Controller $172,291 $82.83 8 16 57 No 1 1 1 IL Midwest
1596 07/13/02 CFO $186,925 $89.87 17 16 39 Yes 1 1 1 IL Midwest
Midwest Count 125
1644 01/19/18 Gen Shop $39,808 $19.14 2 16 46 No 1 1 1 PA Northeast
1560 02/27/12 Gen Shop $43,367 $20.85 8 16 38 No 3 2 1 PA Northeast
1723 01/25/05 Gen Shop $50,377 $24.22 15 12 31 Yes 2 1 1 PA Northeast
1343 03/02/09 Gen Shop $53,669 $25.80 11 14 42 Yes 1 2 1 PA Northeast
1141 01/29/13 Gen Shop $60,802 $29.23 7 16 59 No 3 1 1 PA Northeast
1117 05/12/18 Gen Shop $62,319 $29.96 2 16 28 No 3 1 1 PA Northeast
1736 06/12/11 Gen Shop $63,125 $30.35 9 16 54 No 3 1 1 PA Northeast
1108 10/24/07 Gen Shop $63,777 $30.66 12 14 35 Yes 3 1 2 PA Northeast
1687 07/31/11 Gen Shop $63,946 $30.74 8 19 42 No 3 2 1 PA Northeast
1812 07/13/02 Gen Shop $64,458 $30.99 17 16 29 Yes 2 2 2 PA Northeast
1341 01/11/17 Gen Shop $64,580 $31.05 3 16 40 No 1 1 1 PA Northeast
1848 01/19/12 Gen Shop $64,797 $31.15 8 14 45 No 3 2 1 PA Northeast
1744 01/26/18 Gen Shop $65,100 $31.30 2 14 40 No 3 2 1 PA Northeast
1519 05/23/11 Machine $67,866 $32.63 9 14 25 No 3 1 2 PA Northeast
1824 06/23/16 Machine $67,987 $32.69 4 16 34 No 3 2 1 PA Northeast
1261 07/11/04 Machine $68,012 $32.70 15 16 36 Yes 4 2 1 PA Northeast
1233 02/01/14 Machine $68,222 $32.80 6 19 29 No 3 1 2 PA Northeast
1150 02/06/14 Machine $68,226 $32.80 6 16 54 No 3 1 1 PA Northeast
1015 01/07/12 Invent $69,529 $33.43 8 16 53 No 3 1 1 PA Northeast
1639 05/17/10 Machine $69,665 $33.49 10 16 24 No 2 2 1 PA Northeast
1004 12/29/16 Machine $70,237 $33.77 3 16 57 No 2 1 1 PA Northeast
1339 07/04/17 Machine $70,358 $33.83 2 14 55 No 3 1 1 PA Northeast
1062 11/06/10 Acctg/Fin $71,671 $34.46 9 16 31 No 1 1 1 PA Northeast
1658 05/04/11 Admin $71,690 $34.47 9 16 51 No 3 2 1 PA Northeast
1613 10/29/11 Machine $71,697 $34.47 8 14 32 No 3 1 1 PA Northeast
1105 05/03/13 Invent $71,747 $34.49 7 16 46 No 2 1 1 PA Northeast
1402 08/06/11 Machine $72,005 $34.62 8 19 61 No 1 2 1 PA Northeast
1568 05/12/12 Shipping $72,213 $34.72 8 16 41 No 3 1 1 PA Northeast
1024 04/06/19 Machine $72,352 $34.78 1 16 29 No 4 1 2 PA Northeast
1477 06/24/13 Shipping $72,946 $35.07 7 14 24 No 1 2 2 PA Northeast
1815 12/01/13 Machine $73,005 $35.10 6 14 43 No 3 1 1 PA Northeast
1156 05/03/13 Machine $73,640 $35.40 7 16 45 No 3 1 1 PA Northeast
1661 10/21/16 Shipping $75,074 $36.09 3 19 58 No 1 1 1 PA Northeast
1145 10/12/12 Machine $75,179 $36.14 7 14 49 No 1 2 2 PA Northeast
1543 09/07/12 Machine $75,270 $36.19 7 19 35 No 3 1 1 PA Northeast
1053 01/04/05 Machine $75,293 $36.20 15 16 57 Yes 3 2 1 PA Northeast
1083 10/08/11 Machine $75,612 $36.35 8 16 31 No 3 1 1 PA Northeast
1070 09/01/06 Machine $75,920 $36.50 13 14 30 Yes 3 2 1 PA Northeast
1132 02/25/14 Machine $76,305 $36.69 6 16 55 No 1 1 1 PA Northeast
1140 10/04/12 Machine $76,499 $36.78 7 14 46 No 1 1 1 PA Northeast
1391 10/02/15 Machine $78,015 $37.51 4 16 31 No 3 1 1 PA Northeast
1816 06/27/12 Machine $78,334 $37.66 8 19 34 No 3 1 1 PA Northeast
1232 08/25/18 Shipping $78,475 $37.73 1 16 40 No 3 1 2 PA Northeast
1612 05/06/11 Shipping $78,529 $37.75 9 16 44 No 1 1 1 PA Northeast
1185 06/18/09 Machine $78,869 $37.92 11 16 39 Yes 3 1 1 PA Northeast
1571 11/11/14 Machine $78,873 $37.92 5 12 36 No 1 2 2 PA Northeast
1553 08/10/13 Machine $78,900 $37.93 6 12 26 No 3 1 2 PA Northeast
1474 09/09/12 Machine $79,591 $38.26 7 12 47 No 3 1 1 PA Northeast
1466 12/29/17 Machine $80,045 $38.48 2 14 43 No 1 1 1 PA Northeast
1254 09/13/12 Machine $80,191 $38.55 7 16 28 No 1 1 1 PA Northeast
1575 03/12/13 Machine $80,666 $38.78 7 16 44 No 3 1 1 PA Northeast
1116 08/19/14 Machine $81,050 $38.97 5 16 36 No 3 1 1 PA Northeast
1005 04/29/11 Machine $81,287 $39.08 9 16 65 No 3 1 1 PA Northeast
1802 11/10/11 Machine $82,471 $39.65 8 16 39 No 3 1 2 PA Northeast
1138 7/20/01 Machine $82,515 $39.67 18 16 39 Yes 1 1 2 PA Northeast
1820 12/17/15 Shipping $82,601 $39.71 4 19 41 No 1 1 1 PA Northeast
1267 5/3/14 Machine $83,294 $40.05 6 16 49 No 3 1 2 PA Northeast
1314 1/20/12 Machine $83,367 $40.08 8 16 37 No 1 1 2 PA Northeast
1387 01/04/16 Machine $83,430 $40.11 4 16 38 No 3 1 1 PA Northeast
1533 07/11/03 Machine $83,851 $40.31 16 16 51 Yes 1 1 1 PA Northeast
1484 10/30/10 Shipping $84,175 $40.47 9 16 37 No 3 1 1 PA Northeast
1619 10/6/10 Machine $84,270 $40.51 9 16 30 No 3 1 1 PA Northeast
1295 07/12/11 Purch $84,275 $40.52 8 16 41 No 3 1 1 PA Northeast
1426 11/06/07 Machine $84,679 $40.71 12 19 35 Yes 3 1 1 PA Northeast
1279 09/28/01 Machine $84,713 $40.73 18 16 39 Yes 4 1 1 PA Northeast
1553 06/13/04 Machine $85,256 $40.99 16 16 41 Yes 3 1 1 PA Northeast
1373 10/20/12 Machine $86,597 $41.63 7 14 44 No 1 1 1 PA Northeast
1630 12/02/09 Shipping $86,666 $41.67 10 12 27 Yes 1 1 2 PA Northeast
1056 02/10/16 Machine $87,047 $41.85 4 14 25 No 3 2 2 PA Northeast
1821 03/11/13 Machine $87,943 $42.28 7 12 29 No 1 1 1 PA Northeast
1227 01/04/14 Machine $89,165 $42.87 6 19 49 No 3 2 1 PA Northeast
1523 05/15/18 Acctg/Fin $90,688 $43.60 2 16 23 No 1 2 2 PA Northeast
1387 01/10/17 Machine $90,930 $43.72 3 19 45 No 3 1 1 PA Northeast
1589 10/13/13 Design $91,444 $43.96 6 19 61 No 4 1 1 PA Northeast
1767 11/16/05 Machine $91,507 $43.99 14 19 53 Yes 3 1 1 PA Northeast
1079 05/22/09 Invent $91,771 $44.12 11 16 30 Yes 3 1 2 PA Northeast
1104 08/05/12 Machine $93,518 $44.96 7 14 39 No 1 1 1 PA Northeast
1216 10/05/04 Shipping $94,876 $45.61 15 16 48 Yes 3 1 1 PA Northeast
1285 02/06/10 Advertg $95,622 $45.97 10 19 36 No 2 1 1 PA Northeast
1461 02/23/16 Advertg $95,662 $45.99 4 14 31 No 1 2 1 PA Northeast
1687 12/21/16 Machine $96,338 $46.32 3 16 42 No 3 2 1 PA Northeast
1782 09/25/14 Machine $96,566 $46.43 5 19 46 No 3 1 1 PA Northeast
1418 05/01/12 Quality $97,323 $46.79 8 14 34 No 1 2 1 PA Northeast
1481 11/20/08 Machine $97,885 $47.06 11 16 28 Yes 1 1 1 PA Northeast
1513 06/10/13 Machine $98,007 $47.12 7 19 28 No 1 1 2 PA Northeast
1220 09/27/12 Machine $98,234 $47.23 7 16 58 No 3 1 1 PA Northeast
1569 05/20/13 Quality $98,943 $47.57 7 16 36 No 3 1 1 PA Northeast
1190 5/6/18 Machine $99,786 $47.97 2 14 31 No 1 2 2 PA Northeast
1292 04/29/12 Machine $101,016 $48.57 8 16 35 No 4 1 2 PA Northeast
1756 12/29/11 Machine $101,341 $48.72 8 14 39 No 3 2 2 PA Northeast
1055 2/12/08 Machine $101,386 $48.74 12 16 27 Yes 1 1 2 PA Northeast
1393 2/24/18 Machine $102,238 $49.15 2 16 45 No 3 1 1 PA Northeast
1394 04/01/07 Machine $103,349 $49.69 13 14 56 Yes 3 1 2 PA Northeast
1083 7/4/16 Machine $103,736 $49.87 3 19 56 No 3 1 1 PA Northeast
1840 9/4/06 Machine $104,220 $50.11 13 19 51 Yes 3 2 1 PA Northeast
1190 12/29/17 Machine $104,961 $50.46 2 16 41 No 1 1 1 PA Northeast
1130 10/11/15 Machine $105,637 $50.79 4 19 44 No 3 1 1 PA Northeast
1800 12/28/10 Machine $106,267 $51.09 9 16 40 No 3 1 1 PA Northeast
1527 09/28/04 Machine $106,600 $51.25 15 16 60 Yes 3 1 1 PA Northeast
1794 01/29/12 Engineering $107,496 $51.68 8 16 43 No 1 1 1 PA Northeast
1760 12/03/13 Design $108,326 $52.08 6 19 41 No 3 1 1 PA Northeast
1411 12/28/05 Design $108,604 $52.21 14 19 47 Yes 3 2 1 PA Northeast
1776 11/11/10 Design $108,866 $52.34 9 16 27 No 1 2 1 PA Northeast
1531 08/27/07 Design $110,877 $53.31 12 19 50 Yes 3 1 1 PA Northeast
1444 08/28/07 Sales $112,994 $54.32 12 16 38 Yes 3 1 1 PA Northeast
1218 12/25/15 Design $113,056 $54.35 4 19 56 No 3 1 1 PA Northeast
1804 02/05/14 Quality $113,246 $54.45 6 19 34 No 2 1 1 PA Northeast
1616 03/30/11 Advertg $114,251 $54.93 9 14 44 No 2 2 1 PA Northeast
1668 12/16/10 Advertg $114,721 $55.15 9 14 51 No 3 1 1 PA Northeast
1841 11/03/17 Sr Mach $114,854 $55.22 2 14 26 No 3 1 2 PA Northeast
1038 07/18/14 IT Staff $115,966 $55.75 5 16 42 No 3 2 1 PA Northeast
1276 08/05/11 IT Staff $115,974 $55.76 8 16 54 No 1 1 1 PA Northeast
1831 09/04/04 Sr Mach $117,062 $56.28 15 16 27 Yes 3 1 1 PA Northeast
1679 01/24/13 Acctg/Fin $117,214 $56.35 7 16 54 No 2 1 1 PA Northeast
1787 11/18/13 Acctg/Fin $118,997 $57.21 6 14 25 No 1 1 1 PA Northeast
1003 03/23/16 Sr Mach $119,156 $57.29 4 16 41 No 3 1 1 PA Northeast
1153 08/17/07 Sr Mach $119,165 $57.29 12 16 31 Yes 4 1 1 PA Northeast
1673 01/06/17 Mrktg $119,537 $57.47 3 19 47 No 4 1 2 PA Northeast
1429 11/02/14 Sr Mach $121,455 $58.39 5 16 40 No 1 1 1 PA Northeast
1748 09/17/06 Mrktg $124,996 $60.09 13 16 49 Yes 2 1 2 PA Northeast
1774 11/30/06 Flr Supr $125,004 $60.10 13 16 32 Yes 1 2 1 PA Northeast
1417 02/15/16 Sr Mach $126,426 $60.78 4 14 56 No 3 1 1 PA Northeast
1443 11/26/14 Sr Mach $127,890 $61.49 5 12 47 No 3 1 1 PA Northeast
1456 07/16/12 Sr Mach $128,825 $61.94 7 16 25 No 3 1 2 PA Northeast
1258 10/27/15 Sr Mach $128,943 $61.99 4 14 49 No 3 1 1 PA Northeast
1597 07/11/04 Flr Supr $131,580 $63.26 15 14 41 Yes 3 1 1 PA Northeast
1754 04/24/11 Sr Mach $131,698 $63.32 9 14 63 No 3 1 1 PA Northeast
1432 03/26/12 Design $133,678 $64.27 8 16 52 No 3 1 1 PA Northeast
1403 11/23/17 Sales $134,847 $64.83 2 16 55 No 1 1 1 PA Northeast
1737 12/04/11 Invent $143,005 $68.75 8 19 36 No 3 1 1 PA Northeast
1640 02/20/14 Design $143,063 $68.78 6 14 36 No 1 1 1 PA Northeast
1002 02/24/16 Design $144,571 $69.51 4 16 36 No 4 1 2 PA Northeast
1400 12/24/16 Design $148,111 $71.21 3 14 33 No 3 1 1 PA Northeast
1848 08/31/11 Design $149,466 $71.86 8 19 30 No 3 1 1 PA Northeast
1793 08/30/13 Design $149,466 $71.86 6 16 42 No 3 1 1 PA Northeast
1116 07/21/08 Quality $151,174 $72.68 11 16 40 Yes 3 2 1 PA Northeast
1113 12/31/04 Sr Mach $151,174 $72.68 15 16 38 Yes 3 1 1 PA Northeast
1246 08/25/10 Sr Mach $151,523 $72.85 9 16 34 No 3 1 2 PA Northeast
1325 07/18/17 Sr Mach $152,446 $73.29 2 16 37 No 3 1 1 PA Northeast
1299 04/04/17 Shp Mgr $154,122 $74.10 3 14 35 No 3 1 2 PA Northeast
1424 07/15/09 Sr Mach $154,122 $74.10 10 12 49 Yes 3 2 2 PA Northeast
1667 02/28/12 Engineering $154,933 $74.49 8 16 34 No 3 1 2 PA Northeast
1616 09/04/06 Engineering $156,750 $75.36 13 16 38 Yes 4 1 1 PA Northeast
1049 05/21/06 IT Staff $162,731 $78.24 14 16 32 Yes 1 1 1 PA Northeast
1102 06/05/11 IT Staff $163,045 $78.39 9 16 50 No 1 1 1 PA Northeast
1693 02/06/14 Engineering $164,033 $78.86 6 16 54 No 3 1 1 PA Northeast
1672 05/27/04 Sr Flr Mgr $170,954 $82.19 16 12 49 Yes 3 1 2 PA Northeast
1744 11/25/18 Eng Mgr $186,670 $89.75 1 16 60 No 1 1 2 PA Northeast
1001 04/23/15 CEO $239,315 $115.06 5 19 58 No 3 1 1 PA Northeast
Northeast Count 149
$37,078,070 Grand Count 372
Region Key
State Region
PA Northeast
IL Midwest
NE C-Plains

LUIS E. CASAL &D &P

Projected Sales

Sales Summary (Provided)
Yr Sales
2003 $1,656,872
2004 $47,830,245
2005 $84,088,009
2006 $130,427,572
2007 $146,938,882
2008 $139,117,818
2009 $143,547,199
2010 $144,834,875
2011 $149,578,842
2012 $155,740,613
2013 $144,759,828
2014 $156,714,301
2015 $150,201,379
2016 $154,750,829
2017 $158,253,462
2018 $156,494,223
2019 $165,800,498
2020 $191,210,386
2021 $197,876,014
2022 $204,541,642
2023 $211,207,270
2024 $217,872,898