Category: Analytics

New! Google Sheets Data Cleaning project: KAT Concession Supply

Dr. Wendy Tietz, CPA, CMA, CSCA, CGMALeave a comment
Scheenshot
Request project at this link

The introductory accounting ETL projects continue…today we are releasing the data cleaning project for Google Sheets. Google Sheets is a nice option to have available in case your student(s) only have access to a Chromebook; this project will run entirely on a Chromebook.

A key step in data analytics is getting the data ready for use – in fact, this step can take more time and effort than the analysis of the data. This brand-new Google Sheets project focuses on the data cleaning aspect of data analytics and is appropriate for introductory accounting – but could be adapted to any accounting class. This Google Sheets case is designed to guide students through data cleaning and data analysis with step-by-step tutorial videos.

KAT Concession Supply is a fictitious company that supplies food, paper products, and other items to fairs, amusement parks, and other organizations. Information in the KAT Concession Supply data sets includes information about its sales over a three-year period. The data from KAT Concession Supply has errors and irregularities in it and it must be cleaned so that an interactive dashboard about its operations can be prepared. This Google Sheets project is classified as beginner because it takes less than an hour to complete the entire project and the steps are pretty basic.

Complete step-by-step tutorial videos and an instructor guide are available to make project adoption easy and painless in accounting courses. The project is available at no cost for instructors to use in their classes.

Beginner project for Google Sheets

The ETL and other tasks in the beginner version of the Google Sheets data cleaning project are:

  1. Widen all columns to automatically fit the contents
  2. Find and remove duplicate records
  3. Remove unwanted characters such as numbers, spaces, and nonprintable characters from fields
  4. Find and replace text with replacement text
  5. Change the case of a text field to uppercase or lowercase
  6. Format numbers
  7. Create a two-visualization interactive dashboard

Tutorial videos/PDFs

Complete step-by-step instructions are provided for this project. Students have the choice of viewing the tutorial videos or downloading a pdf file of the annotated slides. The tutorials for this project have been split into two parts:

  1. Part 1: Data cleaning tutorial (video | pdf)
  2. Part 2: Dashboard tutorial (video | pdf)

***You can obtain the Instructor Guide for the KAT Concession Supply beginning data cleaning project for Google Sheets by requesting it at this link.*** The instructor guide contains the data set, solutions, and other information.

Give us about 5 – 8 days to respond – but check your Spam folder for the email if you do not see our email within that approximate time frame. (You may want to add drwendytietz@gmail.com to your Safe Senders list. Please don’t email to that email address – that is an email address used solely for distributing the project resources we have developed. Thank you!)

News flash: This data cleaning project is the third project in a set of ten data cleaning and visualization projects developed by Tracie Miller-Nobles, Jennifer Cainas, and me. We will be releasing new projects approximately twice a month for the remainder of 2022. These projects will be available in three levels: Beginner (five data cleaning techniques plus two-visualization dashboard); Intermediate (beginner steps with seven additional data cleaning techniques plus three-visualization dashboard); and Advanced (intermediate steps with additional data cleaning techniques plus four-visualization dashboard.) In addition, the projects will be available in four software tool combinations: Excel, Google Sheets, Tableau Prep combined with Tableau, and Alteryx combined with Power BI.

New! Beginning Data Cleaning (ETL) & Analytics Project for Alteryx: KAT Concession Supply

Tracie Miller-NoblesLeave a comment

This is the second of ten projects in a set that focus on data cleaning and analytics! Read on for how to request this first beginning level project that uses Alteryx for data cleaning and analytics.

Image of opening slide of Alteryx Beginner project.

A key step in data analytics is getting the data ready for use – in fact, this step can take more time and effort than the analysis of the data. This brand-new Alteryx project focuses on the data cleaning aspect of data analytics and is appropriate for introductory accounting – but could be adapted to any accounting class.

KAT Concession Supply is a fictitious company that supplies food, paper products, and other items to fairs, amusement parks, and other organizations. Information in the KAT Concession Supply data sets includes information about its sales over a three-year period. The data from KAT Concession Supply has errors and irregularities in it and it must be cleaned so that an interactive dashboard about its operations can be prepared. This Alteryx project is classified as beginner because it takes less than an hour to complete the entire project and the Alteryx steps are pretty basic.

Complete step-by-step tutorial videos and an instructor guide are available to make project adoption easy and painless in accounting courses. The project is available at no cost for instructors to use in their classes.

Beginner project for Alteryx

The data cleaning and other tasks in the beginner version of the Alteryx data cleaning project are:

  1. Input and view data
  2. Identify and remove duplicate records
  3. Remove unwanted characters such as spaces and nonprintable characters from fields
  4. Convert dates stored as text to fields formatted as dates
  5. Find and replace text with replacement text
  6. Split one field into two fields
  7. Remove empty columns and rename columns
  8. Save new file to Excel
  9. Correct spelling errors in Excel
  10. Create a two-visualization interactive dashboard

Tutorial videos/PDFs

Complete step-by-step instructions are provided for this project. Students have the choice of viewing the tutorial videos or downloading a pdf file of the annotated slides. The tutorials for this project have been split into two parts. You can view the tutorial videos here as a preview of this project:

  1. Part 1: Data cleaning tutorial (video | pdf)
  2. Part 2: Dashboard tutorial (video | pdf)

***You can obtain the Instructor Guide for the KAT Concession Supply beginning data cleaning project for Excel and Alteryx by requesting it at this link.*** The instructor guide contains the data set, solutions, and other information.

Give us about 5 – 8 days to respond – but check your Spam folder for the email if you do not see our email within that approximate time frame. (You may want to add drwendytietz@gmail.com to your Safe Senders list. Please don’t email to that email address – that is an email address used solely for distributing the project resources we have developed. Thank you!)

News flash: This data cleaning project is the second project in a set of ten data cleaning and visualization projects developed by Wendy Tietz, Jennifer Cainas, and me. We will be releasing new projects approximately twice a month for the remainder of 2022. These projects will be available in three levels: Beginner (five data cleaning techniques plus two-visualization dashboard); Intermediate (beginner steps with seven additional data cleaning techniques plus three-visualization dashboard); and Advanced (intermediate steps with additional data cleaning techniques plus four-visualization dashboard.) In addition, the projects will be available in four software tool combinations: Excel, Google Sheets, Tableau Prep combined with Tableau, and Alteryx combined with Power BI.

A job cost mini-dashboard for a quick data analytics exercise

Dr. Wendy Tietz, CPA, CMA, CSCA, CGMALeave a comment

Looking for a quick data analytics exercise for introductory managerial accounting? You can give your students the link for this job cost analysis dashboard and then ask a series of questions. There is no software for students to install; the dashboard is hosted on Tableau Public and can be accessed by anyone with the link to the mini-dashboard. We also have a quick video about using mini-dashboards in Tableau Public – that mini-dashboard intro video is available at this link.

To get you started on the kinds of questions you can ask with this job cost mini-dashboard, here are some ideas:

  1. What is the gross profit generated by the <insert product type here> product group in all plants?
  2. What is the total sales revenue generated by <insert product ID here> in the <insert plant location here> plant?
  3. How many <insert product ID here> models were sold by the <insert plant location here> location?
  4. What is the gross profit of the <insert product type here> product group in the <insert plant location here> plant?

Anyways, we have made several of these mini-dashboards and have found that they are a quick and easy way to insert some data analysis into an introductory accounting course. We will be sharing some of these mini-dashboards from time to time. We hope you find them useful.

Wendy

New! Beginning Data Cleaning (ETL) & Analytics Project for Excel: KAT Concession Supply

Dr. Wendy Tietz, CPA, CMA, CSCA, CGMALeave a comment

We are super excited to share the first of ten projects in a set that focus on data cleaning and analytics! Read on for how to request this first beginning level project that uses Excel for data cleaning and analytics.

A key step in data analytics is getting the data ready for use – in fact, this step can take more time and effort than the analysis of the data. This brand-new Excel project focuses on the data cleaning aspect of data analytics and is appropriate for introductory accounting – but could be adapted to any accounting class.

KAT Concession Supply is a fictitious company that supplies food, paper products, and other items to fairs, amusement parks, and other organizations. Information in the KAT Concession Supply data sets includes information about its sales over a three-year period. The data from KAT Concession Supply has errors and irregularities in it and it must be cleaned so that an interactive dashboard about its operations can be prepared. This Excel project is classified as beginner because it takes less than an hour to complete the entire project and the Excel steps are pretty basic.

Complete step-by-step tutorial videos and an instructor guide are available to make project adoption easy and painless in accounting courses. The project is available at no cost for instructors to use in their classes.

Beginner project for Excel

The data cleaning and other tasks in the beginner version of the Excel data cleaning project are:

  1. Widen all columns to automatically fit the contents
  2. Find and remove duplicate records
  3. Remove unwanted characters such as numbers, spaces, and nonprintable characters from fields
  4. Find and replace text with replacement text
  5. Change the case of a text field to uppercase or lowercase
  6. Format numbers
  7. Create a two-visualization interactive dashboard

Tutorial videos/PDFs

Complete step-by-step instructions are provided for this project. Students have the choice of viewing the tutorial videos or downloading a pdf file of the annotated slides. The tutorials for this project have been split into two parts. You can view the tutorial videos here as a preview of this project:

  1. Part 1: Data cleaning tutorial (video | pdf)
  2. Part 2: Dashboard tutorial (video | pdf)

***You can obtain the Instructor Guide for the KAT Concession Supply beginning data cleaning project for Excel by requesting it at this link.*** The instructor guide contains the data set, solutions, and other information.

Give us about 5 – 8 days to respond – but check your Spam folder for the email if you do not see our email within that approximate time frame. (You may want to add drwendytietz@gmail.com to your Safe Senders list. Please don’t email to that email address – that is an email address used solely for distributing the project resources we have developed. Thank you!)

News flash: This data cleaning project is the first project in a set of ten data cleaning and visualization projects developed by Tracie Miller-Nobles, Jennifer Cainas, and me. We will be releasing new projects approximately twice a month for the remainder of 2022. These projects will be available in three levels: Beginner (five data cleaning techniques plus two-visualization dashboard); Intermediate (beginner steps with seven additional data cleaning techniques plus three-visualization dashboard); and Advanced (intermediate steps with additional data cleaning techniques plus four-visualization dashboard.) In addition, the projects will be available in four software tool combinations: Excel, Google Sheets, Tableau Prep combined with Tableau, and Alteryx combined with Power BI.

Financial statement analysis for Jubilee Company using Tableau

jcainas2 Comments

In this case, students use data from a company’s financial statements to calculate and display various ratios in Tableau, including the current ratio, debt ratio, and gross margin percentage. All work is performed in Tableau. This case is suitable for assignment after the basic ratios have been covered. You can view this case at this link (this is the same link that you will use to assign to your students.)

Map of US in Tableau. Mainly decorative.

To assign the case to your students, give them this link. All student instructions are included at that link – as are links for tutorial videos for Tableau skills needed and accounting concept skills needed.

How to obtain case materials

***You can obtain the solution for the Jubilee Company Financial Statement Analysis Tableau case by requesting it at this link.***

You will need to fill out a brief form and then we will verify your instructor status prior to sending you the instructor materials. We generally send the Instructor Guide within a week after the request; we will contact you if we need additional information to verify your instructor status.

Be sure to add drwendytietz@gmail.com to your contacts. Check your spam folder if you have not received the materials from us within a week.

We hope you find this Tableau case interesting and useful. Please send any feedback to us. Have a great day!

Case FA-4300 Excel: Job cost analysis for Ivy Corporation

Dr. Wendy Tietz, CPA, CMA, CSCA, CGMALeave a comment

In this case, students use a variety of pivot tables in Excel to summarize, sort, and aggregate more than 4,800 job cost records. All work is performed in Excel. This case is suitable for assignment after job costing been covered in managerial accounting. You can view this case at this link (this is the same link that you will use to assign to your students.)

Screenshot of Excel

To assign the case to your students, give them this link. All student instructions are included at that link – as are links for tutorial videos for Excel skills needed and accounting concept skills needed.

How to obtain case materials

***You can obtain the teaching notes and solution for the Ivy Corporation Job Cost Analysis Excel case by requesting it at this link.***

You will need to fill out a brief form and then we will verify your instructor status prior to sending you the instructor materials. We generally send the Instructor Guide within a week after the request; we will contact you if we need additional information to verify your instructor status.

Be sure to add drwendytietz@gmail.com to your contacts. Check your spam folder if you have not received the materials from us within a week.

 

Case FA-3001: Transaction analysis and the accounting equation for Pepper Food Delivery – Excel

Dr. Wendy Tietz, CPA, CMA, CSCA, CGMALeave a comment

In this case, students use transaction data in an Excel file to calculate assets, liabilities, equity, net income, the accounting equation, and other basic data. All work is performed in Excel. This case is suitable for early in the introductory financial accounting course – right after the accounting equation, transaction analysis, and the basic statements are covered. You can view this case at this link (this is the same link that you will use to assign to your students.)

Sample screen shot of tutorial for project

To assign the case to your students, give them this link. All student instructions are included at that link – as are links for tutorial videos for Excel skills needed and accounting concept skills needed.

How to obtain case materials

***You can obtain the solution for the Pepper Food Delivery Excel case by requesting it at this link.***

You will need to fill out a brief form and then we will verify your instructor status prior to sending you the instructor materials. We generally send the solution within a week after the request; we will contact you if we need additional information to verify your instructor status.

Be sure to add drwendytietz@gmail.com to your contacts. Check your spam folder if you have not received the materials from us within a week.

Data analytics project: Contribution margin analysis and segment margins for introductory managerial accounting

Dr. Wendy Tietz, CPA, CMA, CSCA, CGMALeave a comment

This blog post contains a data analytics project that is suitable for introductory managerial accounting. The student uses Excel to analyze a data set that contains more than 48,000 records. The data analytics project can be assigned in the course once the concepts of contribution margin, contribution margin ratio, and segment margins reviewed.

Overview of project

This project uses sales and cost data for a fictitious cabinet hardware company, Cabinet Accessories Company (CAC.) In this project, the student will use Excel to create a variety of pivot tables, format the pivot tables, apply filters, and create calculated columns. The student also needs to cleanse the data set by finding and correcting errors in the data set. In addition, the student will create a pivot chart.

Project resources

The tutorial video has closed captioning; the annotated slides for the tutorial video have the same script. The tutorial data set is an Excel file containing a small subset of the full data set; I used this small data set in creating the tutorial video.

Office 365 or Excel 2016 (newest versions)

Anyone doing this project will need to have either Office 365 or Excel 2016. Updates Microsoft has made to Excel 2016 include the ability to automatically group dates by quarters and years (an integral part of this project), so if a student says that their pivot table does not have quarters or years (or any other issue), tell them to update their version of Office 365 and/or Excel 2016.

Solution

If you would like to have a copy of the Excel solution file, please fill out the request form. Once I verify your status as an instructor, I will email the file to you, usually within a week. Please do not post the solution file on the internet and please do not share the solutions file with your students. The Excel solutions file is for your own use only.

Data analytics project: Budgeting and performance evaluation for introductory managerial accounting using the City of Somerville, MA, online checkbook data set

Dr. Wendy Tietz, CPA, CMA, CSCA, CGMALeave a comment

This project covers budgeting and performance evaluation in introductory managerial accounting and uses Excel.

Overview of this project

This project uses the transaction data from the City of Somerville, Massachusetts, which posts its checkbook online for public use. In this project, the student will use Excel to create a variety of pivot tables, format the pivot tables, apply filters, and create calculated columns. In addition, the student will create a pivot chart. The student will also prepare a budget variance report, using the information from a pivot table, and will analyze the variances.

Project resources

The tutorial video has closed captioning; the annotated slides for the tutorial video have the same script. The tutorial data set is an Excel file containing a small subset of the full data set; I used this small data set in creating the tutorial video.

Office 365 or Excel 2016 (newest versions)

Anyone doing this project will need to have either Office 365 or Excel 2016. Updates Microsoft has made to Excel 2016 include the ability to automatically group dates by quarters and years (an integral part of this project), so if a student says that their pivot table does not have quarters or years (or any other issue), tell them to update their version of Office 365 and/or Excel 2016.

Solution

If you would like to have a copy of the Excel solution file, please fill out the request form. (There is a separate request form for each project.) Once I verify your status as an instructor, I will email the file to you within a week. Please do not post the solution file on the internet and please do not share the solutions file with your students. The Excel solutions file is for your own use only.

Data analytics project: Gross profit analysis for introductory financial accounting

Dr. Wendy Tietz, CPA, CMA, CSCA, CGMALeave a comment

This blog post contains a data analytics project that is suitable for introductory financial accounting. The student uses Excel to analyze a data set that contains more than 48,000 records. The data analytics project can be assigned early in the course once the concept of gross profit is reviewed.

Overview of project

This project uses sales and cost data for a fictitious cabinet hardware company, Cabinet Accessories Company (CAC.) In this project, the student will use Excel to create a variety of pivot tables, format the pivot tables, apply filters, and create calculated columns. The student also needs to cleanse the data set by finding and correcting errors in the data set. In addition, the student will create a pivot chart.

Project resources

The tutorial video has closed captioning; the annotated slides for the tutorial video have the same script. The tutorial data set is an Excel file containing a small subset of the full data set; I used this small data set in creating the tutorial video.

Office 365 or Excel 2016 (newest versions)

Anyone doing this project will need to have either Office 365 or Excel 2016. Updates Microsoft has made to Excel 2016 include the ability to automatically group dates by quarters and years (an integral part of this project), so if a student says that their pivot table does not have quarters or years (or any other issue), tell them to update their version of Office 365 and/or Excel 2016.

Solution

If you would like to have a copy of the Excel solution file, please fill out the request form. Once I verify your status as an instructor, I will email the file to you within a week. Please do not post the solution file on the internet and please do not share the solutions file with your students. The Excel solutions file is for your own use only.