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Analyzing Second Hand Cars Market in Spain

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.

About this project

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.

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To-do

  • Data Cleaning & Analysis Notebook
  • Plotly Dash exploratory and interactive dashboard
  • Deploy Plotly Dash publicly
  • Predictive Model Notebook

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Data analysis for Spanish 2nd Hand Cars market

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