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adding data exploration report + code

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Daniel Tomlinson
2021-09-25 00:48:34 +01:00
parent a05182892a
commit 94cc22a385
2 changed files with 1460 additions and 1 deletions
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1439
exploration/price_paid_data_report.html Normal file
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22
exploration/report.py
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@@ -6,7 +6,27 @@ from pandas_profiling import ProfileReport
def main(): def main():
with resources.path("analyse_properties.data", "pp-complete.csv") as csv_file: with resources.path("analyse_properties.data", "pp-complete.csv") as csv_file:
df_report = pd.read_csv(csv_file) df_report = pd.read_csv(
csv_file,
names=[
"transaction_id",
"price",
"date_of_transfer",
"postcode",
"property_type",
"old_new",
"duration",
"paon",
"saon",
"street",
"locality",
"town_city",
"district",
"county",
"ppd_category",
"record_status",
],
)
profile = ProfileReport(df_report, title="Price Paid Data", minimal=True) profile = ProfileReport(df_report, title="Price Paid Data", minimal=True)
profile.to_file("price_paid_data_report.html") profile.to_file("price_paid_data_report.html")