You will get close look to the data to know what can be improved
Project details
We have data for sales for several products, and different area, so we need to look closely to what can be improved
Required data was included in various files, so we need to organize it first
My Notes / Conclusion
• The products should be categorized according to price to compare
• The customer’s income should be taken into consideration
• Sales are steady in the last 3 years, but it should be increasing, so the population should be investigated with the income of the customer
• Some states have very high sales than others, that could be related to the population size or the income range
• Team's sales don't vary much between teams, and that also need closer look
• No of customer are the same across the years, so there could be something wrong in the data or the teams address the existing customers
Required data was included in various files, so we need to organize it first
My Notes / Conclusion
• The products should be categorized according to price to compare
• The customer’s income should be taken into consideration
• Sales are steady in the last 3 years, but it should be increasing, so the population should be investigated with the income of the customer
• Some states have very high sales than others, that could be related to the population size or the income range
• Team's sales don't vary much between teams, and that also need closer look
• No of customer are the same across the years, so there could be something wrong in the data or the teams address the existing customers
Data Tool
Microsoft ExcelWhat's included $20
These options are included with the project scope.
$20
- Delivery Time 2 days
- Number of Pages Mined/Scraped 3
- Number of Sources Mined/Scraped 6
- Number of Revisions 0
About Yousra
Data Analyst
Mansoura, Egypt - 7:41 am local time
I'm Engineer Yousra from Egypt and despite being beginner at Upwork your work will be delivered quickly with high efficiency besides since I worked as instructor before, I can easily deliver the outcomes of the analysis clearly
What I offer
= Organize your data
= Extract well-defined Information
= Present findings in an easy-to-
understand way
Steps for completing your project
After purchasing the project, send requirements so Yousra can start the project.
Delivery time starts when Yousra receives requirements from you.
Yousra works on your project following the steps below.
Revisions may occur after the delivery date.
Data wrangling
Cleaning


