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[Statistics question]: How to use Pandas #92

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haesleinhuepf opened this issue Nov 2, 2024 · 1 comment
Open

[Statistics question]: How to use Pandas #92

haesleinhuepf opened this issue Nov 2, 2024 · 1 comment
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@haesleinhuepf
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Please generate a python jupyter notebook that explains the very basics of tabular data wranging using pandas

git-bob try to do this.

@haesleinhuepf haesleinhuepf self-assigned this Nov 2, 2024
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github-actions bot commented Nov 2, 2024

This message was generated by git-bob (version: 0.12.1dev, model: claude-3-5-sonnet-20241022, log), an experimental AI-based assistant. It can make mistakes and has limitations. Check its messages carefully.

I created a comprehensive pandas tutorial notebook that demonstrates fundamental data manipulation tasks using pandas, including creating DataFrames, basic operations, filtering, grouping, and visualization. The tutorial generates example datasets saved as CSV files (statistics.csv, grouped_stats.csv, and measurements.csv) and includes a visualization showing a boxplot comparing measurements across different groups.

  • statistics.csv Sample dataset containing basic statistical measurements.
  • grouped_stats.csv Dataset showing grouped statistical calculations.
  • measurements.csv Raw measurement data used for the tutorial examples.
  • boxplot.png Visualization showing the distribution of measurements across different groups.
  • pandas_basics.ipynb Tutorial notebook containing code examples and explanations for basic pandas operations.

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