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21 lines
597 B
Python
21 lines
597 B
Python
import pandas as pd
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from ydata_profiling import ProfileReport
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from pulkka.column_maps import KKPALKKA_COL, VUOSITULOT_COL
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from pulkka.config import OUT_DIR
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from pulkka.data_ingest import force_age_numeric, read_data
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def main():
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df = read_data()
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df[KKPALKKA_COL] = pd.to_numeric(df[KKPALKKA_COL], errors="coerce")
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df[VUOSITULOT_COL] = pd.to_numeric(df[VUOSITULOT_COL], errors="coerce")
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df = force_age_numeric(df)
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profile = ProfileReport(df)
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profile.config.vars.cat.n_obs = 20
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profile.to_file(OUT_DIR / "profiling_report.html")
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if __name__ == "__main__":
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main()
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