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Data Analysis and Visualization With Python

Analyzing and Visualizing data using numpy, pandas, seaborn, matplotlib

Analysis and Classification of 911 calls

  • Analyzing Kaggle data to classify types of 911 calls, featurizing the data and visualizing trends

Stock Analysis and Visualization

  • Creating rolling averages for a set of historical stocks and evaluating the risk of the stocks
  • Analyzing Risk for stocks.
  • Monte Carlo Simulations and histogram analysis

Titanic Survival Analysis

  • Featurizing data
  • What factors were more likely for survivability?
  • What does passenger embarkation tell us about passenger ticket class?

2012 US Presidential Race Poll Analysis

  • What effect did debates have on sentiment over time?
  • What can we learn from Donor data to the candidates?

Analyzing Apache Logs

  • Viewing HTTP return codes
  • What endpoints are being found?
  • What web attacks are being used?

Analyzing San Francisco City Police and Fire Salaries for the years 2011-2014

  • Do pay and benefits correlate in general?
  • Year by year breakdowns
  • Do Fire and Police make more money?
  • Does Seniority matter?

Analyzing Baseball Scores

  • This is a simple statsmodel stub

The jupyter notebooks can be opened in Github by clicking on the notebook file. Might need a refresh to load depending on your browser.