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.