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项目作者： mwbarnesy

项目描述 ：
A project diving into San Francisco graffiti.
高级语言： Jupyter Notebook
项目地址: git://github.com/mwbarnesy/sf-graffiti.git
创建时间： 2020-08-28T20:27:58Z
项目社区：https://github.com/mwbarnesy/sf-graffiti
开源协议：
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San Francisco Graffiti

This project looks at 311 data provided by the City of San Francisco. 311 is a service center for citizens to report anything that needs attention, ranging from overflowing garbage cans to graffiti on a mail box. I focused on graffiti because San Francisco has a rich cultural history surrounding graffiti, and it influenced me as a young artist.


Click here for data source. Data obtained from DataSF.


I used Jupyter Notebook (Pandas) for the analyses, and Seaborn for the visualizations.

Primary Questions:


  • Has reported graffiti increased or decreased since the inception of 311?

  • Which neighborhoods have the highest count of graffiti?

  • What months have the highest volume of reports? Which days?

  • Do the incidents cluster in a particular area? What kind of property is being damaged?

  • Some entries label the graffiti as offensive, what can we learn about this?

  • What data can we bring in to accompany our findings?