Can anyone recommend the best python libraries for cleaning and analyzing survey data for a graduate thesis when you have zero coding background?
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The searches the AI actually ran for this prompt.
SEED QUERY
Can anyone recommend the best python libraries for cleaning and analyzing survey data for a graduate thesis when you have zero coding background?
1 real search · 1 real-search pass
beginner Python libraries survey data cleaning analysis pandas scipy statsmodels pingouin pyreadstat missingno documentationGoogle ↗
OBSERVEDInstruction
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Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
beginner Python libraries survey data cleaning analysis pandas scipy statsmodels pingouin pyreadstat missingno documentation Google ↗
- FAQ · pingouin-stats.org
- Installation · pingouin-stats.org
- Open Google Colab · colab.research.google.com