Web app and data analysis created for the company Masivo Capital.
- We analyzed all the data related to bus routes, demand, offer, etc and using technics as data cleaning, data wrangling and data transformation.
- We used a PostgreSQL database in AWS to store data and create all the required querys and transactions.
- We made a model to predict demand in each point of the city using clustering with geospatial data, machine learning algorithms and deep learning.
- We designed and created a web application to display reports, predictions, clustering and KPIs, using Django Plotly
- Python
- Jupyter notebooks
- Plotly Dash
- Django
- Pandas
- PostgreSQL
- AWS