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Behance Data Analysis


Requirement

pip install -r requirements.txt

Running Crawlers

  • When prompted, you need to input an appropriate API key.
  1. crawl-recent-projects.py
  • Extract recently uploaded projects from Behance.
  1. extract-seed-users.py
  • Extract active users who are the authors of the recent projects.
  1. crawl-sample-users.py
  • Use a random walk strategy to sample users from the Behance network based on the seed users.
  1. crawl-sample-projects.py
  • Extract projects authored by the sampled users.
  1. crawl-sample-collections.py
  • Extract collections authored by the sampled users.
  1. crawl-sample-wips.py
  • Extract wips authored by the sampled users.
  1. save-users-into-csv.py
  • Convert the sample user data saved in MongoDb into a csv file.

Data Analysis Script

Extracting Image Features

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