memmelma/data_analysis_nyc_parking

Data analysis of NYC parking tickets

setup:

1.

• download the dockerimage jupyter/datascience-notebook
• run the start.bat

If the batch is NOT working

• initialize the jupyter notebook on localhost:8888 and attach the git-repository as root directory
• docker run -it --rm -p 8888:8888 -v C:/[path to git repository]:/home/jovyan/work jupyter/datascience-notebook

2.

• download the datasets from Kaggle into the following directory: "data/"
• rename the file of the fiscal year 2014 to "Parking_Violations_Issued_-_Fiscal_Year_2014.csv"

3.

• open and run the following script to install the dependencies and modules 'scripts/install_modules'

4.

• Scripts are stored in the scripts-folder
• Data is stored in the data-folder

data source:

• https://www.kaggle.com/new-york-city/nyc-parking-tickets

installed modules:

• Gmaps: https://github.com/pbugnion/gmaps
• GoogleMapsAPI: googlemaps
• Folium: https://folium.readthedocs.io/en/latest/
• Feather: https://pypi.python.org/pypi/feather-format
• plotly: https://plot.ly/
• cufflinks: https://plot.ly/ipython-notebooks/cufflinks/

docker image used:

• juypter/datascience-notebook
• https://hub.docker.com/r/jupyter/datascience-notebook/