Bad Passwords and the NIST Guidelines |
Data manipulation |
Check what passwords fail to conform to the National Institute of Standards and Technology's password guidelines. |
Exploring the History of Lego |
Data manipulation |
Explore a database of every LEGO set ever built. |
Exploring the Evolution of Linux |
Data manipulation |
Find out about the development of the Linux operating system by exploring its Git repository history. |
Generating Keywords for Google Ads |
Data manipulation |
Automatically generate keywords for a search engine marketing campaign using Python. |
A Visual History of Nobel Prize Winners |
Data manipulation & visualization |
Explore a dataset from Kaggle containing a century's worth of Nobel Laureates. Who won? Who got snubbed? |
Analyze your Runkeeper Fitness Data |
Data manipulation & visualization |
Import, clean, and analyze 7 years worth of training data tracked on the Runkeeper app. |
Dr. Semmelweis and the Discovery of Handwashing |
Data manipulation & visualization |
Reanalyze the data behind one of the most important discoveries of modern medicine: handwashing. |
Exploring the Bitcoin Cryptocurrency Market |
Data manipulation & visualization |
Explore the market capitalization of Bitcoin and other cryptocurrencies. |
Name Game: Gender Prediction using Sound |
Data manipulation & visualization |
Analyze the gender distribution of children's book writers and use sound to match names to gender. |
Real-time Insights from Social Media Data |
Data manipulation & visualization |
Analyze Twitter data and do a deep dive into a hot trend. |
Recreating John Snow's Ghost Map |
Data manipulation & visualization |
Recreate John Snow's famous map of the 1854 cholera outbreak in London. |
The Android App Market on Google Play |
Data manipulation & visualization |
Load, clean, and visualize scraped Google Play Store data to understand the Android app market. |
The GitHub History of the Scala Language |
Data manipulation & visualization |
Find the true Scala experts by exploring its development history in Git and GitHub. |
TV, Halftime Shows, and the Big Game |
Data manipulation & visualization |
Load, clean, and explore Super Bowl data in the age of soaring ad costs and flashy halftime shows. |
Up and Down with the Kardashians |
Data manipulation & visualization |
Plot Google Trends data to find the most famous Kardashian/Jenner sister. Is it Kim? Kendall? Kylie? |
Who is Drunk and When in Ames, Iowa? |
Data manipulation & visualization |
Flex your pandas muscles on breath alcohol test data from Ames, Iowa, USA. |
Which Debts are Worth the Bank's Effort? |
Data manipulation & visualization Statistics |
Play bank data scientist and use regression discontinuity to see which debts are worth collecting. |
Disney Movies and Box Office Success |
Data manipulation & visualization Statistics (Linear regression) |
Explore Disney movie data, then build a linear regression model to predict box office success. |
Risk and Returns: The Sharpe Ratio |
Data manipulation & visualization Statistics |
Use pandas to calculate and compare profitability and risk of different investments using the Sharpe Ratio. |