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Dariga Smagulova's Projects

disney-movies-and-box-office-success icon disney-movies-and-box-office-success

Analyze data to see how Disney movies have changed in popularity since its first movie release. Also perform hypothesis testing to see what aspects of a movie contribute to its success.

dr.-semmelweis-and-the-discovery-of-handwashing icon dr.-semmelweis-and-the-discovery-of-handwashing

In 1847, the Hungarian physician Ignaz Semmelweis makes a breakthough discovery: He discovers handwashing. Contaminated hands was a major cause of childbed fever and by enforcing handwashing at his hospital he saved hundreds of lives. In this python project we will reanalyze the medical data Semmelweis collected.

extract-stock-sentiment-from-news-headlines icon extract-stock-sentiment-from-news-headlines

Investing insight by applying sentiment analysis on financial news headlines from Finviz. Using this natural language processing technique, you will understand the emotion behind the headlines and predict whether the market feels good or bad about a stock.

tv-halftime-shows-and-the-big-game icon tv-halftime-shows-and-the-big-game

What are the most extreme game outcomes? How does the game affect television viewership? How have viewership, TV ratings, and ad cost evolved over time?

which-debts-are-worth-the-bank-s-effort- icon which-debts-are-worth-the-bank-s-effort-

Look at a situation where a bank assigned delinquent customers to different recovery strategies based on the expected amount the bank believed it would recover from the customer. The goal for the data scientist is to determine in this non-random assignment whether the incremental amount the bank earns exceeded the additional cost of assigning customers to a higher recovery strategy.

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