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Data Scientist šŸ‘ØšŸ»ā€šŸ”¬šŸ“Š I post the fruits of my research here šŸŽ

Jul 3, 2023, 16 tweets

🧵 Crime statistics in Germany from 2012 to 2022 - a Thread 🧵

Over the past few days, I have explored the raw data from the official German federal police reports. Here are some of my findings:

Germany Rape per Ethnicity per Capita, average of 2012-2022

Germany Homicide per Capita, average of 2012-2022

All crime data is from the Polizeiliche Kriminalstatistik. All population data is from the destatis databank under the entry 12521-0002. For homicides i counted everything from Key:00000 "Crime against life". For rapes i counted Key: 111000-111730, different variations of rape.

Germany Rape per Ethnicity per Capita 2022

Germany Homicide per Ethnicity per Capita 2022

Germany Rape per Ethnicity per Capita 2021

Germany Homicide per Ethnicity per Capita 2021

Germany Rape per Ethnicity per Capita 2020

Germany Homicide per Ethnicity per Capita 2020

Germany Rape per Ethnicity per Capita 2019

Germany Homicide per Ethnicity per Capita 2019

Germany Rape per Ethnicity per Capita 2018

Germany Homicide per Ethnicity per Capita 2018

Germany Rape per Ethnicity per Capita 2017

Germany Homicide per Ethnicity per Capita 2017

Germany Rape per Ethnicity per Capita 2016

Germany Homicide per Ethnicity per Capita 2016

Germany Rape per Ethnicity per Capita 2015

Germany Homicide per Ethnicity per Capita 2015

Germany Rape per Ethnicity per Capita 2014

Germany Homicide per Ethnicity per Capita 2014

Germany Rape per Ethnicity per Capita 2013

Germany Homicide per Ethnicity per Capita 2013

Germany Rape per Ethnicity per Capita 2012

Germany Homicide per Ethnicity per Capita 2012

I will expand this thread in the future with more statistics. DM me for the Code and methodology. Feel free to comment on ideas for what I should investigate next.

One of my goals for the future is to filter for age and sex. Also, this only consists of foreigners, migrants with a German password count as Germans.

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