Skip to content

jsutch/Data_Analysis_and_Visualization_With_Python

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

14 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

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.