Photovoltaics

About The Project

Exploring photovoltaics (pv) and weather data, taken from https://data.london.gov.uk/dataset/photovoltaic--pv--solar-panel-energy-generation-data.

Repo folders

• data: TenMinDataCustomerEndpoints.xlsx, WeatherData2014-11-30.xlsx, customer.feather, customer_cleansed.feather, weather.feather, weather_cleansed.feather. Feather is a file format for fast data frame storage that utilizes the Arrow IPC format internally. locations.txt contains geocoordinates of pv stations/sites.

Repo files

• .gitignore
• requirements.txt for Python dependencies.
• Procfile for deployment on Heroku.
• dash_for_pv_app.ipynb different dash versions for Heroku app.
• data_cleansing.ipynb data exploration, visualization and cleansing
• pv_app.py for the Heroku app.

Usage

Go to https://pvappgiulia.herokuapp.com/ to explore pv customers and relative weather data.

Contact

Giulia Crocioni - @CrocioniGiulia - crocioni.giulia@gmail.com

Project Link: https://github.com/gcroci2/Photovoltaics