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Case Study : Simple Sukoon Data Analysis

By Shaurya Singh Bhati

Introduction

 

This is a hypothetical company which has two brands - SS and One.
They provide goods in the line of clothing and home decor.

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I come from a non-programming background and this project is my first attempt at mysql and power BI project-work.

I sourced the data for this project from github.

The data was originally set for a retail company selling electronic goods. But, I edited some of the data in excel and then edited majority of data in mysql on Bigquery on Google cloud console.

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Below in the table of contents I have specified what this post contains.

Give the whole post a read if you can or otherwise you can access the quick links here for:

 Power BI  &  mysql queries

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Please leave a review or feedback as it would really help improve my work.

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Table of contents :

 

  • About the Company

  • Process

  • Power BI 

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About the Company

SimpleSukoon is a company providing clothes and home-decor products.

I put together a report based on the data by first formulating a few KPIs, then used those KPIs to formulate queries in sql to find their answers. 

Then in order to convey my findings more clearly and efficiently, I used Power BI desktop to create a report containing visualizations.

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Process:

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Excel :

  • First, I browsed the data properly in Excel. I read all the column names and the different sheets.
    Then, I ascertained the schema of how all these sheets  were connected.
     

  • Then I edited some minor values in the data like changed the brand name, products name and mrp values.
     

  • I had to save each sheet as a separate csv file so that I could import it locally as a table on Bigquery sql.
     

SQL :

 

  • In Bigquery SQL workspace on Google cloud console I first created a project simplesukoon.
     

  • In that I created a new dataset and then added tables to it.
     

  • To add tables I imported my locally saved csv files from my computer, one by one and named the tables properly for easier reference in queries.
     

  • I wrote the query to check and remove for any null values n the data.
     

  • I checked for any negative values, which were 50 rows but they were related to the return order type category.
    So I couldn't remove it as that was also a good part of my data analysis to know how much products were returned and what cost it incurred. 
     

  • Then I wrote down the following points to base my queries on based on the data:
     

    • Total Value of orders​

    • Total no. of orders

    • Most sold product

    • The different earning distribution of the products and their brands

    • Rate of repeat customers

    • No. of returned orders

    • City, Pincode with the highest orders

    • Most used mode of payment

    • Highest no. of deliveries by which delivery guy
       

  • Then I saved two results from the above queries as csv tables to use as datasets in power bi and I imported the created csv tables into my current dataset. This made it easier to create a live connection of my dataset to my report in Power BI.
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Link to my github profile for all the queries.

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Power BI

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  • Imported the necessary tables from the dataset simplesukoon by connecting to the sql server of google Bigquery.

  • After importing the data created a new report.

  • Then connected the tables from the managed relationships tab.

  • In the new report after renaming it to simplesukoon report I started adding my visuals.

  • Before adding my visuals I first tried my hand with their Q&A feature but it still needs a little more work to handle complex results.

  • Then I added visuals, formatted their design, played around with a few more calculations and variables from the data. Then, removed those that didn't really helped the visual reporting aspect.

  • Then I saved the report by publishing it in the Power Bi server.

  • But, to add it as viewable link in my portfolio project i saved the report on the Power BI service as a dashboard and from the file tab used embed feature to share a link here.​

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SimpleSukoon reportPower BI
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