Listing Page Classifier Progress

This page records the progress on the Listing Page Classifier Project

3/28/2019

Assigned Tasks:

• Build a site map generator: output every internal links of input websites
• Build a generator that captures screenshot of individual web pages
• Build a CNN classifier using Python and TensorFlow

Suggested Approaches:

• beautifulsoup Python package. Articles for future reference:

https://www.portent.com/blog/random/python-sitemap-crawler-1.htm
http://iwiwdsmp.blogspot.com/2007/02/how-to-use-python-and-beautiful-soup-to.html

• selenium Python package

work on site map first, wrote the web scrape script

4/1/2019

Site map:

• Some href may not include home_page url : e.g. /careers
• Updated urlcrawler.py (having issues with identifying internal links does not start with "/") <- will work on this part tomorrow

4/2/2019

Site map:

• Solved the second bullet point from yesterday
• Recursion to get internal links from a page causing HTTPerror on some websites (should set up a depth constraint- WILL WORK ON THIS TOMORROW )

4/3/2019

Site map:

• Find similar work done for mcnair project
• Clean up my own code + figure out the depth constraint

4/4/2019

Site map (BFS approach is DONE):

• Test run couple sites to see if there are edge cases that I missed
• Implement the BFS code: try to output the result in a txt file
• Will work on DFS approach next week

4/8/2019

Site map:

• Work on DFS approach (stuck on the anchor tag, will work on this part tomorrow)
• Suggestion: may be able to improve the performance by using queue