I worked on the data from: https://www.tdcj.texas.gov/death_row/dr_executed_offenders.html My aim was to get a list of all the last statements by those who were executed and then make a WordCloud visualization of the most often words by them, conditions being that length of words should be greater than 5. I started with spidering the data from the site, used BeautifulSoup for the anchor tags,and then again for the consequent paragraph tags, put them into a list and consequently wrote into a file. I imported that file in a datagram, cleaned it and exported it to csv, which helped me in converting to sqlite. Then I created a python file to get the visualization.