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Which AI tools are best for automated data analysis?

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Im drowning in these spreadsheets for my masters thesis and I honestly dont have the budget for some enterprise level software. I looked into pandas profiling and some autoML stuff on github but it all feels like I need a CS degree just to get the environment set up right. My deadline is in three weeks and Im based in London so I really need something that just works without me spending days debugging code. Is there actually a decent no-code or low-code tool that can handle messy csv files and spit out some insights without me having to become a data scientist overnight? Everything online just seems to be ads for expensive corporate suites...


12

TL;DR: Stick to local tools if your data is sensitive. I spent ages using [[Microsoft Excel 365]] with the built-in Analysis ToolPak for my own thesis. It was super stable and I didnt have to worry about privacy or cloud costs. It just works well for cleaning up messy rows and finding trends without needing any coding knowledge. Honestly, keep it simple so you dont crash your deadlines.


10

Honestly, just drop your data into OpenAI ChatGPT Plus using the advanced data analysis feature. It handles messy CSVs like a charm and saves me hours every single week.





2

Ok adding this to my list of things to try. Thanks for the tip!


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