mirror of
https://github.com/dtomlinson91/street_group_tech_test
synced 2025-12-22 11:55:45 +00:00
36 lines
923 B
Python
36 lines
923 B
Python
from importlib import resources
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import pandas as pd
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from pandas_profiling import ProfileReport
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def main():
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with resources.path("analyse_properties.data", "pp-complete.csv") as csv_file:
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df_report = pd.read_csv(
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csv_file,
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names=[
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"transaction_id",
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"price",
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"date_of_transfer",
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"postcode",
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"property_type",
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"old_new",
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"duration",
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"paon",
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"saon",
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"street",
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"locality",
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"town_city",
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"district",
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"county",
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"ppd_category",
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"record_status",
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],
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)
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profile = ProfileReport(df_report, title="Price Paid Data", minimal=True)
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profile.to_file("price_paid_data_report.html")
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if __name__ == "__main__":
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main()
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