Developed a script I used for scraping data from theknot.com - the number of outddor wedding venues, their location, their ratings and reviews. The sample used is a list of the biggest 500 cities in the U.S. The script retreived over 111K rows of data Some of the cities needed to be searched using alternate spellings - "St", "ST.", "Saint" for example