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handled not recorded different format
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2 changed files with 2 additions and 1 deletions
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@ -93,7 +93,7 @@ costs_by_floor_area = costs_by_floor_area.groupby("current-energy-efficiency")[
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epc_data = epc_data[~pd.isnull(epc_data["UPRN"])]
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sample_epc_data = epc_data[pd.to_datetime(epc_data["LODGEMENT_DATE"]) >= "2015-01-01"].drop_duplicates("UPRN").sample(
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5000).reset_index(drop=True)
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10000).reset_index(drop=True)
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# TODO: In Property find_energy_sources, sort out biomass community heating - what fuel type
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# TODO: We might be able to remove find_energy_sources entirely and remove estimate_electrical_consumption. It's used
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@ -20,6 +20,7 @@ DATA_ANOMALY_MATCHES = {
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# certificate retrieval process is successfully completed. Mandatory data items cannot be applied
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# retrospectively to energy certificates lodged before the date of the change.
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"Not recorded",
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"Not Recorded",
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# The data also contains DECs with an operational rating of ‘9999’ (a ‘default’ DEC). The production of a
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# ‘default’ DEC value was allowed to enable building occupiers, with poor quality or no energy data,
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# the opportunity to comply with the regulations. From April 2011 the ability to lodge a ‘default’ DEC was no
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