#!/usr/bin/env python
# coding: utf-8

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import pandas as pd
df = pd.read_csv('./bike_sharing_dc.csv', parse_dates=['date'])

import pygwalker as pyg


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get_ipython().run_line_magic('pinfo', 'pyg.walk')


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get_ipython().run_line_magic('pinfo', 'pyg.FieldSpec')


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pyg.walk(df)


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from pygwalker import FieldSpec
field_specs = [
    FieldSpec(fname="date", semantic_type="temporal", analytic_type="dimension"),
    FieldSpec(fname="hour", semantic_type="ordinal", analytic_type="dimension"),
]
pyg.walk(df, field_specs=field_specs)


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