Here you can find Jupyter Notebook doing some data-analysis concerning Spanish's used cars market. This attemps to be a end-to-end project from data-mining using scrapy and Selenium for scraping used-car websites to price prediction modeling and real-life website deployment.
This notebook is the second part; trying to look for patterns, insights and interesting points into the data.
- All data is available in the data folder.
- Scraped websites have been censored in order to avoid website overload because of people scraping data (ToS).
- Periodical Scraper with sqlite ingestion can be found in this repository.
If you prefer you can go directly to the Jupyter Notebook.
- Data Cleaning & Analysis Notebook
- Plotly Dash exploratory and interactive dashboard
- Deploy Plotly Dash publicly
- Predictive Model Notebook