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saineshnakra/automated-data-analyst

v0.5.0MIT

Data analysis where every number comes from the ADA Python package (pandas, SciPy, statsmodels) with its calculation: a first look at any CSV or Excel table, and a paper's data audit, tables, figures and methods draft built from a study.yml and verified.

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skills

ada

Analyze a CSV or Excel table with ADA (the automated-data-analyst Python package), which computes every number in pandas, SciPy and statsmodels and prints the calculation behind it, or refuses with a reason instead of guessing. Use when someone wants to know what is in a data file, check its quality, compare groups (t-test, ANOVA, mixed model), test a relationship or a trend, or make a paper's Table 1, results tables (Word, LaTeX, CSV), publication figures with source data, data audit and methods draft from research data such as an experiment, trial, survey, field study or lab assay, with a rebuild that can be verified.

License
MIT
Compatibility
Needs Python 3.11 or newer and `pip install automated-data-analyst` 0.5.0 or later.
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