Shubham Sharma's repositories
Give-me-some-credit
Prediction Problem - Predict the probability that somebody will experience financial distress in the next two years. Goal - Use the outputted value by the model and convert it to a FICO style score.
Predicting-Level-Term-Policy-Lapses
Analyzed life insurance data to provide heuristics and reports. Designed a predictive model using decision trees in R to identify the policyholder’s behavior and policy factors that lead to the surrender or lapse of a policy.
SanFrancisco-Crime-Data-Visualization
Understand the crime patterns throughout the city. Created visualizations that will help the city better interpret the crime data that gets updated daily.The crime data can be downloaded below: https://data.sfgov.org/Public-Safety/SFPD-Incidents-Previous-Three-Months/tmnf-yvry? Where shouldn't you park your car? - What are the safest locations in SF? What days/times are especially dangerous? - Are certain thefts more common in certain areas?
UCONN-Facebook-Analysis
Social Network Analysis of our official facebook page - https://www.facebook.com/msbapm This is how it has been so far: Total posts - 286 Likes on posts/images/videos - 1104 Average likes - More than 1 like per day for a period of three years. Total comments - 288 Total shares - 27 Total page likes - 732 .... and counting ... The word cloud represents all the topics that have been discussed more than ten times on the page and no doubt - "Analytics, Management and Business" lead the page discussions