Visualize the data with Tableau
Visualize the data with Tableau
2 years ago 50
CasePrompt.docx
5-Data-Analytics-ToyCase-Checkpoint-Spreadsheet.xlsx
CasePrompt.docx
Case Prompt:
Pixystems recently hired a new CFO who is focused on improving the financial performance of Pixystems and improving operational efficiency in AP, payroll, inventory, and sales. She has challenged each of the managers of these business processes to identify areas for improvement and quickly address errors. Internal audit has also been working closely with the CFO, managers, and external auditors to identify control gaps, areas of non-compliance, and operational efficiencies.
The CFO has also engaged you to review these business processes using Pixystems’ data and performing analytics. She would like you to make any necessary recommendations, identify data issues, and provide her and the managers with insights gained through your analytics. You will work to leverage the data provided by Pixystems (see the Data Overview above for a high-level explanation of data provided) and information obtained from the CFO to identify areas for financial and operational improvement, address issues and errors found in processing or data, and confirm the information that the CFO shared with you.
To do this you will be assigned one process and must create 3-5 analytics that will assess the validity of data and provide the insight the CFO is looking for. You may also conduct at least 2 additional analytics that will add additional insight or that you feel would be of interest to the CFO, managers, or auditors.
The CFO is expecting that you have Tableau visualizations representing the analytical procedures you performed and assumptions you made.
You will prepare a final report outlining the following:
Results of the analytics you performed along with your rationale for performing and assumptions made (control, data error, operational peformance, etc.)
Insight that the analytics provided management
Explanation of any analytics you decided not to perform (optional)
Recommendations you have for improving Pixystems’ processes
Overview of any other issues that Pixystems should follow-up on
Recommendations on system controls that could be put in place
Any other data you would like to have obtained from Pixystems
Report Requirements:
1. Prepare the final report (your slide presentation) and answer the questions / address the "asks" in the above
2. Include an executive summary
3. Include 5 analytics (3 which should have a Tableau visual)
4. 6-8 slides total.
Documents:
3-Data-Analytics-Toy Case-Assignment.pdf
4-Data-Analytics-Toy Case-Data.xlsxDownload 4-Data-Analytics-Toy Case-Data.xlsx
5-Data-Analytics-Toy Case-Checkpoint-Spreadsheet.xlsx
5-Data-Analytics-ToyCase-Checkpoint-Spreadsheet.xlsx
Checkpoint #1
| Data Analytics Class Project | Note: All characters, data and situations appearing in this work are fictitious. Any resemblance to real persons, data and situations is purely coincidental. | |||||||
| Checkpoint #1 | ||||||||
| Instructions: Complete the listing of analytics below as instructed within the Project Assignment document for your assigned process. | ||||||||
| Due Date: | ||||||||
| # | Analytic Name | Answers CFO Question or Additional | Data Table Used | Fields Used | Rational for Performing Analysis | Insight Gained | Assumptions Made | Known Issues |
Checkpoint #2 - Joining Tables
| Data Analytics Class Project | Note: All characters, data and situations appearing in this work are fictitious. Any resemblance to real persons, data and situations is purely coincidental. | |||||
| Checkpoint #2 | ||||||
| Instructions: Complete data preparation and validation procedures as instructed within the Project Assignment document for your assigned process. | ||||||
| Due Date: | ||||||
| Joining of Tables | ||||||
| Join # | Table 1 Name
Jennifer Morgan: Jennifer Morgan: This is the name of the first table to be joined. |
Table 2 Name
Jennifer Morgan: Jennifer Morgan: This is the name of the second table to be included within the join. |
Table 1 Field Name
Jennifer Morgan: Jennifer Morgan: Name of the field that has common data between Table 1 and Table 2 so that data can be joined. |
Table 2 Field Name
Jennifer Morgan: Jennifer Morgan: Name of the field that has common data between Table 1 and Table 2 so that data can be joined. |
Type of Join
Jennifer Morgan: Jennifer Morgan: Type of join as defined within Tableau |
Rational for Join |
| EX | Employees | Payroll | Employee ID | Employee Number | Left | Determine total pay for active employees |
| Insert Screenprints Below from Tableau of Joins Created |
Checkpoint #2 - Summary Stats
| Data Analytics Class Project | Note: All characters, data and situations appearing in this work are fictitious. Any resemblance to real persons, data and situations is purely coincidental. | |||||
| Checkpoint #2 | ||||||
| Instructions: Complete data preparation and validation procedures as instructed within the Project Assignment document for your assigned process. | ||||||
| Due Date: | ||||||
| Summary Statistics | ||||||
| # | Table Name Imported
Jennifer Morgan: Jennifer Morgan: Name of the table within Tableau |
Record Count
Jennifer Morgan: Jennifer Morgan: Total number of records imported into Tableau for the table |
Financial Totals
Jennifer Morgan: Jennifer Morgan: Totals for financial fields within the table |
Reconcile to Totals in Excel
Jennifer Morgan: Jennifer Morgan: You should ensure that your record count and financial totals match totals created in Excel. Document Yes or No if totals match. |
||
| Other Procedures Performed to Assess Validity, Accuracy, and Completeness of Data | ||||||
| # | Table Name
Jennifer Morgan: Jennifer Morgan: Name of the table within Tableau |
Procedures Performed
Jennifer Morgan: Jennifer Morgan: Total number of records imported into Tableau for the table |
Jennifer Morgan: Jennifer Morgan: Name of the table within Tableau |
Results
Jennifer Morgan: Jennifer Morgan: You should ensure that your record count and financial totals match totals created in Excel. Document Yes or No if totals match. |
||
|
Jennifer Morgan: Jennifer Morgan: Total number of records imported into Tableau for the table |
Jennifer Morgan: Jennifer Morgan: Totals for financial fields within the table |
Jennifer Morgan: Jennifer Morgan: You should ensure that your record count and financial totals match totals created in Excel. Document Yes or No if totals match. |
Checkpoint #2 - Data Issues
| Data Analytics Class Project | Note: All characters, data and situations appearing in this work are fictitious. Any resemblance to real persons, data and situations is purely coincidental. | ||
| Checkpoint #2 | |||
| Instructions: Complete data preparation and validation procedures as instructed within the Project Assignment document for your assigned process. | |||
| Due Date: | |||
| Errors in Data | |||
| # | Table Name
Jennifer Morgan: Jennifer Morgan: Name of the table within Tableau |
Error Identified
Jennifer Morgan: Jennifer Morgan: Description of error identified |
Impact of Error
Jennifer Morgan: Jennifer Morgan: Totals for financial fields within the table |
| Other Data You Would Like to Obtain | |||
| # | Data Field
Jennifer Morgan: Jennifer Morgan: Brief explanation of data you like to obtain |
Rational for Wanting to Obtain
Jennifer Morgan: Jennifer Morgan: Total number of records imported into Tableau for the table |
|
|
Jennifer Morgan: Jennifer Morgan: Name of the table within Tableau |
Jennifer Morgan: Jennifer Morgan: Description of error identified |
Jennifer Morgan: Jennifer Morgan: Totals for financial fields within the table |
CasePrompt.docx
Case Prompt:
Pixystems recently hired a new CFO who is focused on improving the financial performance of Pixystems and improving operational efficiency in AP, payroll, inventory, and sales. She has challenged each of the managers of these business processes to identify areas for improvement and quickly address errors. Internal audit has also been working closely with the CFO, managers, and external auditors to identify control gaps, areas of non-compliance, and operational efficiencies.
The CFO has also engaged you to review these business processes using Pixystems’ data and performing analytics. She would like you to make any necessary recommendations, identify data issues, and provide her and the managers with insights gained through your analytics. You will work to leverage the data provided by Pixystems (see the Data Overview above for a high-level explanation of data provided) and information obtained from the CFO to identify areas for financial and operational improvement, address issues and errors found in processing or data, and confirm the information that the CFO shared with you.
To do this you will be assigned one process and must create 3-5 analytics that will assess the validity of data and provide the insight the CFO is looking for. You may also conduct at least 2 additional analytics that will add additional insight or that you feel would be of interest to the CFO, managers, or auditors.
The CFO is expecting that you have Tableau visualizations representing the analytical procedures you performed and assumptions you made.
You will prepare a final report outlining the following:
Results of the analytics you performed along with your rationale for performing and assumptions made (control, data error, operational peformance, etc.)
Insight that the analytics provided management
Explanation of any analytics you decided not to perform (optional)
Recommendations you have for improving Pixystems’ processes
Overview of any other issues that Pixystems should follow-up on
Recommendations on system controls that could be put in place
Any other data you would like to have obtained from Pixystems
Report Requirements:
1. Prepare the final report (your slide presentation) and answer the questions / address the "asks" in the above
2. Include an executive summary
3. Include 5 analytics (3 which should have a Tableau visual)
4. 6-8 slides total.
Documents:
3-Data-Analytics-Toy Case-Assignment.pdf
4-Data-Analytics-Toy Case-Data.xlsxDownload 4-Data-Analytics-Toy Case-Data.xlsx
5-Data-Analytics-Toy Case-Checkpoint-Spreadsheet.xlsx
5-Data-Analytics-ToyCase-Checkpoint-Spreadsheet.xlsx
Checkpoint #1
| Data Analytics Class Project | Note: All characters, data and situations appearing in this work are fictitious. Any resemblance to real persons, data and situations is purely coincidental. | |||||||
| Checkpoint #1 | ||||||||
| Instructions: Complete the listing of analytics below as instructed within the Project Assignment document for your assigned process. | ||||||||
| Due Date: | ||||||||
| # | Analytic Name | Answers CFO Question or Additional | Data Table Used | Fields Used | Rational for Performing Analysis | Insight Gained | Assumptions Made | Known Issues |
Checkpoint #2 - Joining Tables
| Data Analytics Class Project | Note: All characters, data and situations appearing in this work are fictitious. Any resemblance to real persons, data and situations is purely coincidental. | |||||
| Checkpoint #2 | ||||||
| Instructions: Complete data preparation and validation procedures as instructed within the Project Assignment document for your assigned process. | ||||||
| Due Date: | ||||||
| Joining of Tables | ||||||
| Join # | Table 1 Name
Jennifer Morgan: Jennifer Morgan: This is the name of the first table to be joined. |
Table 2 Name
Jennifer Morgan: Jennifer Morgan: This is the name of the second table to be included within the join. |
Table 1 Field Name
Jennifer Morgan: Jennifer Morgan: Name of the field that has common data between Table 1 and Table 2 so that data can be joined. |
Table 2 Field Name
Jennifer Morgan: Jennifer Morgan: Name of the field that has common data between Table 1 and Table 2 so that data can be joined. |
Type of Join
Jennifer Morgan: Jennifer Morgan: Type of join as defined within Tableau |
Rational for Join |
| EX | Employees | Payroll | Employee ID | Employee Number | Left | Determine total pay for active employees |
| Insert Screenprints Below from Tableau of Joins Created |
Checkpoint #2 - Summary Stats
| Data Analytics Class Project | Note: All characters, data and situations appearing in this work are fictitious. Any resemblance to real persons, data and situations is purely coincidental. | |||||
| Checkpoint #2 | ||||||
| Instructions: Complete data preparation and validation procedures as instructed within the Project Assignment document for your assigned process. | ||||||
| Due Date: | ||||||
| Summary Statistics | ||||||
| # | Table Name Imported
Jennifer Morgan: Jennifer Morgan: Name of the table within Tableau |
Record Count
Jennifer Morgan: Jennifer Morgan: Total number of records imported into Tableau for the table |
Financial Totals
Jennifer Morgan: Jennifer Morgan: Totals for financial fields within the table |
Reconcile to Totals in Excel
Jennifer Morgan: Jennifer Morgan: You should ensure that your record count and financial totals match totals created in Excel. Document Yes or No if totals match. |
||
| Other Procedures Performed to Assess Validity, Accuracy, and Completeness of Data | ||||||
| # | Table Name
Jennifer Morgan: Jennifer Morgan: Name of the table within Tableau |
Procedures Performed
Jennifer Morgan: Jennifer Morgan: Total number of records imported into Tableau for the table |
Jennifer Morgan: Jennifer Morgan: Name of the table within Tableau |
Results
Jennifer Morgan: Jennifer Morgan: You should ensure that your record count and financial totals match totals created in Excel. Document Yes or No if totals match. |
||
|
Jennifer Morgan: Jennifer Morgan: Total number of records imported into Tableau for the table |
Jennifer Morgan: Jennifer Morgan: Totals for financial fields within the table |
Jennifer Morgan: Jennifer Morgan: You should ensure that your record count and financial totals match totals created in Excel. Document Yes or No if totals match. |
Checkpoint #2 - Data Issues
| Data Analytics Class Project | Note: All characters, data and situations appearing in this work are fictitious. Any resemblance to real persons, data and situations is purely coincidental. | ||
| Checkpoint #2 | |||
| Instructions: Complete data preparation and validation procedures as instructed within the Project Assignment document for your assigned process. | |||
| Due Date: | |||
| Errors in Data | |||
| # | Table Name
Jennifer Morgan: Jennifer Morgan: Name of the table within Tableau |
Error Identified
Jennifer Morgan: Jennifer Morgan: Description of error identified |
Impact of Error
Jennifer Morgan: Jennifer Morgan: Totals for financial fields within the table |
| Other Data You Would Like to Obtain | |||
| # | Data Field
Jennifer Morgan: Jennifer Morgan: Brief explanation of data you like to obtain |
Rational for Wanting to Obtain
Jennifer Morgan: Jennifer Morgan: Total number of records imported into Tableau for the table |
|
|
Jennifer Morgan: Jennifer Morgan: Name of the table within Tableau |
Jennifer Morgan: Jennifer Morgan: Description of error identified |
Jennifer Morgan: Jennifer Morgan: Totals for financial fields within the table |
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