https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/
The differences between this dataset and the original CSV file are: 1. Some "less significant" columns were filtered out to make it easier to work with the dataset 2. The TOTAL_INDIVIDUAL_VICTIMS column was renamed to victim_count 3. The column names are all lower case instead of all upper case
Everything else was left as is (apart from the deleted columns)
Pandas, Pyspark, SQL
http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence
The PSNI produces statistics on the number of incidents and crimes with a hate motivation recorded by the police in Northern Ireland. Statistics are published on a financial year basis, with a comparable data series for racist and homophobic motivation available since 2004/05, for sectarian, faith/religion and disability motivation since 2005/06 and for transphobic motivations since 2006/07. These statistics are collected in accordance with national definitions.
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https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/
The differences between this dataset and the original CSV file are: 1. Some "less significant" columns were filtered out to make it easier to work with the dataset 2. The TOTAL_INDIVIDUAL_VICTIMS column was renamed to victim_count 3. The column names are all lower case instead of all upper case
Everything else was left as is (apart from the deleted columns)
Pandas, Pyspark, SQL