Crime-Data-Exploration

Data Mining 🔍 (Project 2)

Contributors

• Vasiliki Koumarela
• Lazaros Avgeridis

System requirements

• Python version 3.6
• Pandas
• Numpy
• folium

Run commands

jupyter notebook
pip install --user -U numpy
pip install pandas
pip install folium

Implementation

Data exploration for crimes in Boston from crime.csv:

• Ploting(pyplot) the crimes per days and district
• Processing the crimes that include shootings
• Hour-processing of crimes
• Clustering(KMeans) mainly including the columns: Lat and Long
• Create map(folium) to locate the incidents

View maps(raw html files in docs):

➡️ Drug_Violation_in_Boston

➡️ Missing_Person_Reported_in_Boston