Recently Published
Casper: Exploratory Data Analysis
This is my submission to the Casper.
-Vivek Mangipudi
A Study of Crimes in Chicago 2001- 2017
This is data analysis and visualization submission for consideration for NNSC Data Analytics Intern position.
Crimes in Chicago : CRIMINAL DAMAGE - Locations on Map
This is for part 2.3 of my SAMPLE submission for consideration to NNSC Data Analytics Intern position.
Crimes in Chicago : Assault - Locations on Map
This is for part 2.2 of my submission for consideration to NNSC Data Analytics Intern position.
Crimes in Chicago : Narcotics - Locations on Map
This is for part 2.1 of my submission for consideration to NNSC Data Analytics Intern position.
Crimes in Chicago : Battery - Locations on Map
This is for part 2.0 of my submission for consideration to NNSC Data Analytics Intern position.
Animation of Unemployment in usa
Visualising Average unemployment across different counties in usa.
Drag cursor to the left and hit play. Pause anytime you want to.
linkedin.com/in/vivekmangipudi
County wise UNEMPLOYMENT in USA 2016 by Vivek Mangipudi
County wise UNEMPLOYMENT in USA 2016 by Vivek Mangipudi .
R + Highcharter.
Animation of Deaths by Drug Overdose Deaths 2002-Present in USA
linkedin.com/in/vivekmangipudi.
Animation of Deaths by Drug Overdose Deaths 2002-Present in USA
Terrorist Attacks around the world
Which country got hit by terrorists the most?
World Socio Economic Scores Estimates.
This plot shows how the global social economic scores estimates are in 2010.
The SES is measured over 10 year intervals.
Plot is interactive.
If country A has ses of 55 , it means 55% of the world is lagging behind this country
Why democrats are better? :P
Avg unemployment rates vs ruling party
UNEMPLOYMENT in USA 2016
I made an interactive plot of average unemployment across all usa counties.
Data for Florida and Alaska is missing in the original source.
Contact me : https://www.linkedin.com/in/vivekmangipudi
Deaths due to Police Shootings : 2015- 2017
An in depth study of the deaths caused by police shootings.
Forecasting Speed Camera Violations in Chicago
Using the `prophet` package in R, I forecast the speed camera violations for years 2017 and 2018.
In-depth analysis of Crimes in Chicago 2012-2016
An in depth analysis of the crimes in Chicago between 2012-2016. (1440000 rows)
Original data set was 2001-2017.
Will update analysis shortly .
Speed Camera Violations in Chicago 2014-2016
An in depth analysis of the speed camera violations in different places in Chicago along with wonderful maps and interactive visualisations.
Study of temperatures in St. Louis Missouri 1700's-Present
Study of temperatures in St. Louis Missouri
Historical Temperatures Trends in Missouri
Historical Temperatures Trends in Missouri
A Study of Global Warming
A small exploratory analysis to see patterns in world temperatures over the past two centuries.
1960-2015 US Population vs Violent Crimes
Using the data from Uniform Crime Reporting, a small analysis was done to see how the number of violent crimes has changed over the past 40-50 years.
2017 Country wise GDP Estimates on a World Map
Plotting the 2017 Worlds GDP estimates on a world map using R & Plotly.
This is an interactive plot.
Tested in Google Chrome.
US Customs and Border Patrol: Arrests of Illegal Immigrants 2000-2016
This is a short visual exploratory analysis of the number of illegal immigrants arrests over the years 2000-2016.
The data set was obtained from US Customs and Border Patrol.
-Vivek Mangipuis
A Study of Food Borne illness 1998-2015
This is a short exploratory analysis of the trends in food borne illness outbreak.
Data was obtained from Centers for Disease Control and Prevention.
Simple Shiny Multiplier v2.0
This R presenter Document is 5 slides long and tells about the shiny app.
Link to App : https://vivekmangipudi.shinyapps.io/DDPSA
Simple Shiny Multiplier
This R presenter Document is 5 slides long and tells about the shiny app.
Link to App : https://vivekmangipudi.shinyapps.io/DDPSA
Regression Models John Hopkins University
This is the course project for Data Science Specialisation Track for Regression Models course.