To gather data from 3 sources to prove or disprove the inference that order sales are related to average income by ZIP Code.
In preparation, the following was installed:
SQL Server 2022
SQL Server Reporting Services
Visual Studio
Data Tools for Visual Studio
Power BI
WideWorldImporters test data
Survey data from Row Zero
MS Excel
Tableau Public
Created Reporting Services reports via Data Tools and Visual Studio
a. OrderCount.rdl is a simple chart showing the order count by year. It calls a SQL Server stored procedure.
YoY.rdl is a tablix of order counts broken down further by month
Uses embedded pre-aggregated query
Contains a graph of order counts year over year
The tablix and graph are separated by a page break
Report List.rdl show all reports on this report server using embedded SQL query.
For orders by zip and average income, the order data was extracted from SSRS and the household income data was extracted from RowZero.io. Both datasets were loaded into Excel and cleaned. I moved the second line up to be in line with the zip code, removed the second lines and removed any incomes of zero or blank.
The cleaned Excel was imported into Tableau Public for a combination viz