17 lines
581 B
Python
17 lines
581 B
Python
import pandas as pd
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from pandas import DataFrame
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from source.pandas import get_dataframe
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if __name__ == '__main__':
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data: DataFrame = get_dataframe()
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data["height_cm"] = data["height"].map(lambda h: h * 2.54)
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print(data.groupby("sex").quantile([0.5], numeric_only=True))
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means = data.groupby("sex").mean(["height", "earn"])
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means["height_cm"] = means["height"].map(lambda h: h * 2.54)
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stdevs = data.groupby("sex").std(numeric_only=True)
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stdevs["height_cm"] = stdevs["height"].map(lambda h: h * 2.54)
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print(data)
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print(means)
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print(stdevs)
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