Hi Anurag Kulkarni,
Thank you for using Microsoft products and posting them to the community.
I understand you're having trouble with "don't find 'Analyze Data' button." I understand the problem and would like to help you better in your situation.
Are you using the web version of Excel for personal accounts? After our testing, we found that there is a data analysis option using the web version of Excel for personal accounts.
But not when using a work or school account.
But you can add similar data analytics to the homepage add-on.
Meanwhile, if you are using the Excel app version and you don't find the Data Analysis option, you can follow the steps:
Open File -> Options, the following figure appears, and then select Excel Add-ins, select Go.
Then check the Analysis ToolPak,,click OK.
The data analysis option comes up.
I hope the above information can help you. Feel free to submit a post if you need further assistance.
Best regards
Aiden - MSFT |Microsoft Community Support Specialist