Links:[1] https://raw.rutgers.edu/snippets/audex [2] https://raw.rutgers.edu/snippets/ratioanalysis [3] https://raw.rutgers.edu/snippets/duplicaterecords [4] https://raw.rutgers.edu/snippets/analytics_humans_bigdata