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Hidden Networks

Identifying hidden networks in classified ads. Data collected via frontPage

  • Connecting to the Database: Example of connecting to a Postgres database using pandas.
  • Inital Exploration: Exploration of the dataset to better understand overall trends of classified ads.
  • Ad Similarity: Calculate the similiarity between phone numbers associated with ads based on overlap of the text within the ad.
  • Phone Network: Visualize the relationships between phone numbers based on ad text similarity.