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Projects

Where Courses teach you new data science skills and Practice Mode helps you sharpen them, building Projects gives you hands-on experience solving real-world problems.

Designed by expert instructors, DataCamp Projects are an important step in your journey to become data fluent and help you build your data science portfolio to show employers.

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Visualizing COVID-19
Visualize the rise of COVID-19 cases globally with ggplot2.
R icon Data Visualization
+1
Richie Cotton

Richie Cotton

Curriculum Architect at DataCamp

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Introduction to DataCamp Projects
If you've never done a DataCamp project, this is the place to start!
Python icon Data Visualization
+1
Rasmus Bååth

Rasmus Bååth

Senior Data Scientist at King (Activision Blizzard)

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Introduction to DataCamp Projects
If you have never done a DataCamp project, this is the place to start!
R icon Data Visualization
+1
Rasmus Bååth

Rasmus Bååth

Senior Data Scientist at King (Activision Blizzard)

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TV, Halftime Shows, and the Big Game
Load, clean, and explore Super Bowl data in the age of soaring ad costs and flashy halftime shows.
Python icon Data Manipulation
+2
David Venturi

David Venturi

Curriculum Manager at DataCamp

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Exploring the History of Lego
Use a variety of data manipulation techniques to explore different aspects of Lego's history!
Python icon Data Manipulation
+2
Ramnath Vaidyanathan

Ramnath Vaidyanathan

VP of Product Research at DataCamp

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Dr. Semmelweis and the Discovery of Handwashing
Reanalyse the data behind one of the most important discoveries of modern medicine: handwashing.
Python icon Data Manipulation
+3
Rasmus Bååth

Rasmus Bååth

Senior Data Scientist at King (Activision Blizzard)

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The Android App Market on Google Play
Load, clean, and visualize scraped Google Play Store data to understand the Android app market.
Python icon Data Manipulation
+3
Lavanya Gupta

Lavanya Gupta

Machine Learning Engineer at PropTiger.com

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Phyllotaxis: Draw Flowers Using Mathematics
Use R to make art and create imaginary flowers inspired by nature.
R icon Data Visualization
+1
Antonio Sánchez Chinchón

Antonio Sánchez Chinchón

Data Scientist at Telefónica

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Exploring the Bitcoin Cryptocurrency Market
You will explore the market capitalization of Bitcoin and other cryptocurrencies.
Python icon Data Manipulation
+2
Juan González-Vallinas

Juan González-Vallinas

Director Data Science at multilayer.io

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Dr. Semmelweis and the Discovery of Handwashing
Reanalyse the data behind one of the most important discoveries of modern medicine: handwashing.
R icon Data Manipulation
+2
Rasmus Bååth

Rasmus Bååth

Senior Data Scientist at King (Activision Blizzard)

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The GitHub History of the Scala Language
Find the true Scala experts by exploring its development history in Git and GitHub.
Python icon Data Manipulation
+2
Anita Sarma

Anita Sarma

Associate Professor at Oregon State University

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Introduction to DataCamp Projects
If you've never done a DataCamp project, this is the place to start!
Sql icon Data Manipulation
+2
David Venturi

David Venturi

Curriculum Manager at DataCamp

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A Visual History of Nobel Prize Winners
Explore a dataset from Kaggle containing a century's worth of Nobel Laureates. Who won? Who got snubbed?
Python icon Data Manipulation
+2
Rasmus Bååth

Rasmus Bååth

Senior Data Scientist at King (Activision Blizzard)

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The Hottest Topics in Machine Learning
Use Natural Language Processing on NIPS papers to uncover the trendiest topics in machine learning research.
Python icon Data Manipulation
+4
Lars Hulstaert

Lars Hulstaert

Data Scientist at Microsoft

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Exploring the Kaggle Data Science Survey
Discover the top tools Kaggle participants use for data science and machine learning.
R icon Data Manipulation
+2
Amber Thomas

Amber Thomas

Journalist-Engineer at The Pudding

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A New Era of Data Analysis in Baseball
Use MLB's Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton.
Python icon Data Manipulation
+3
David Venturi

David Venturi

Curriculum Manager at DataCamp

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Naïve Bees: Image Loading and Processing
Load, transform, and understand images of honey bees and bumble bees in Python.
Python icon Data Manipulation
+3
Peter Bull

Peter Bull

Co-founder of DrivenData

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Classify Song Genres from Audio Data
Rock or rap? Apply machine learning methods in Python to classify songs into genres.
Python icon Data Manipulation
+3
Lina Tran

Lina Tran

PhD Candidate at University of Toronto

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Level Difficulty in Candy Crush Saga
Analyze data from the hit mobile game, Candy Crush Saga.
R icon Data Manipulation
+2
Rasmus Bååth

Rasmus Bååth

Senior Data Scientist at King (Activision Blizzard)

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Extract Stock Sentiment from News Headlines
Scrape news headlines for FB and TSLA then apply sentiment analysis to generate investment insight.
Python icon Data Manipulation
+3
Juan González-Vallinas

Juan González-Vallinas

Director Data Science at multilayer.io

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Who Is Drunk and When in Ames, Iowa?
Flex your tidyverse muscles on breath alcohol test data from Ames, Iowa, USA.
R icon Data Manipulation
+2
Samantha Tyner

Samantha Tyner

Postdoctoral Research Associate at Iowa State University

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Predict Taxi Fares with Random Forests
Use regression trees and random forests to find places where New York taxi drivers earn the most.
R icon Data Visualization
+2
Robert Grant

Robert Grant

Founder & Data Sherpa at bayescamp.com

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Recreating John Snow's Ghost Map
Recreate John Snow's famous map of the 1854 cholera outbreak in London.
Python icon Data Manipulation
+3
Radovan Kavicky

Radovan Kavicky

President and Principal Data Scientist at GapData Institute

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Naïve Bees: Predict Species from Images
Build a model that can automatically detect honey bees and bumble bees in images.
Python icon Data Manipulation
+2
Peter Bull

Peter Bull

Co-founder of DrivenData

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Rise and Fall of Programming Languages
Analyze the relative popularity of programming languages over time based on Stack Overflow data.
R icon Data Manipulation
+2
David Robinson

David Robinson

Chief Data Scientist, DataCamp

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Naïve Bees: Deep Learning with Images
Build a deep learning model that can automatically detect honey bees and bumble bees in images.
Python icon Data Manipulation
+3
Emily Miller

Emily Miller

Data Scientist at DrivenData

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Real-time Insights from Social Media Data
Learn to analyze Twitter data and do a deep dive into a hot trend.
Python icon Data Manipulation
+3
Samia Khalid

Samia Khalid

Senior Software Engineer at Microsoft

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A Visual History of Nobel Prize Winners
Explore a dataset from Kaggle containing a century's worth of Nobel Laureates. Who won? Who got snubbed?
R icon Data Manipulation
+2
Rasmus Bååth

Rasmus Bååth

Senior Data Scientist at King (Activision Blizzard)

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Visualizing Inequalities in Life Expectancy
Compare life expectancy across countries and genders with ggplot2.
R icon Data Manipulation
+2
Antonio Sánchez Chinchón

Antonio Sánchez Chinchón

Data Scientist at Telefónica

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ASL Recognition with Deep Learning
Build a convolutional neural network to classify images of letters from American Sign Language.
Python icon Data Manipulation
+3
Alexis Cook

Alexis Cook

Machine Learning Educator at Kaggle

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Who Is Drunk and When in Ames, Iowa?
Flex your pandas muscles on breath alcohol test data from Ames, Iowa, USA.
Python icon Data Manipulation
+2
Samantha Tyner

Samantha Tyner

Postdoctoral Research Associate at Iowa State University

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Find Movie Similarity from Plot Summaries
Use NLP and clustering on movie plot summaries from IMDb and Wikipedia to quantify movie similarity.
Python icon Data Manipulation
+4
Anubhav Singh

Anubhav Singh

Founder at The Code Foundation

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Reducing Traffic Mortality in the USA
How can we find a good strategy for reducing traffic-related deaths?
Python icon Data Manipulation
+3
Joel Östblom

Joel Östblom

PhD Candidate at University of Toronto

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Which Debts Are Worth the Bank's Effort?
Play bank data scientist and use regression discontinuity to see which debts are worth collecting.
Python icon Data Manipulation
+3
Howard Friedman

Howard Friedman

Adjunct Professor at Columbia University

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Do Left-handed People Really Die Young?
Use pandas and Bayesian statistics to see if left-handed people actually die earlier than righties.
Python icon Data Manipulation
+3
Madeleine Bonsma-Fisher

Madeleine Bonsma-Fisher

PhD Candidate at University of Toronto

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What Makes a Pokémon Legendary?
Use tree-based machine learning methods to identify the characteristics of legendary Pokémon.
R icon Data Manipulation
+3
Joshua Feldman

Joshua Feldman

Decision Scientist at Facebook

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A Text Analysis of Trump's Tweets
Apply text mining to Donald Trump's tweets to confirm if he writes the (angrier) Android half.
R icon Data Manipulation
+3
David Robinson

David Robinson

Chief Data Scientist, DataCamp

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Book Recommendations from Charles Darwin
Build a book recommendation system using NLP and the text of books like "On the Origin of Species."
Python icon Data Manipulation
+3
Philippe Julien

Philippe Julien

Senior Data Scientist at King

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Disney Movies and Box Office Success
Explore Disney movie data, then build a linear regression model to predict box office success.
Python icon Data Manipulation
+3
Sirinda Palahan

Sirinda Palahan

Assistant Professor at University of the Thai Chamber of Commerce

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Functions for Food Price Forecasts
Write functions to forecast time series of food prices in Rwanda.
R icon Data Manipulation
+2
Richie Cotton

Richie Cotton

Curriculum Architect at DataCamp

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What Your Heart Rate Is Telling You
Examine the relationship between heart rate and heart disease using multiple logistic regression.
R icon Data Manipulation
+3
Amy Yang

Amy Yang

Senior Data Scientist at Uptake

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Analyze Your Runkeeper Fitness Data
Import, clean, and analyze seven years worth of training data tracked on the Runkeeper app.
Python icon Data Manipulation
+3
Andrii Pavlenko

Andrii Pavlenko

Project Instructor

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Who's Tweeting? Trump or Trudeau?
Build a machine learning classifier that knows whether President Trump or Prime Minister Trudeau is tweeting!
Python icon Data Manipulation
+3
Katharine Jarmul

Katharine Jarmul

Founder, kjamistan

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Clustering Heart Disease Patient Data
Experiment with clustering algorithms to help doctors inform treatment for heart disease patients.
R icon Data Manipulation
+3
Megan Robertson

Megan Robertson

Data Scientist

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Comparing Cosmetics by Ingredients
Process ingredient lists for cosmetics on Sephora then visualize similarity using t-SNE and Bokeh.
Python icon Data Manipulation
+3
Jiwon Jeong

Jiwon Jeong

Graduate Research Assistant at Yonsei University

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Up and Down With the Kardashians
Plot Google Trends data to find the most famous Kardashian/Jenner sister. Is it Kim? Kendall? Kylie?
Python icon Data Manipulation
+2
David Venturi

David Venturi

Curriculum Manager at DataCamp

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Degrees That Pay You Back
Explore the salary potential of college majors with a k-means cluster analysis.
R icon Data Manipulation
+3
Jaclyn Burge

Jaclyn Burge

Senior Data Consultant at The Walt Disney Company

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Data Science for Social Good: Crime Study
Use data science to catch criminals, plus find new ways to volunteer personal time for social good.
R icon Data Manipulation
+2
William Connell

William Connell

PhD Student at University of California, San Francisco

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Explore 538's Halloween Candy Rankings
Get ready for Halloween by digging into a FiveThirtyEight dataset with all your favorite candy!
R icon Data Visualization
+2
Nick Solomon

Nick Solomon

Data Scientist

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Kidney Stones and Simpson's Paradox
Use logistic regression to determine which treatment procedure is more effective for kidney stone removal.
R icon Data Visualization
+2
Amy Yang

Amy Yang

Senior Data Scientist at Uptake

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Modeling the Volatility of US Bond Yields
Discover how the US bond yields behave using descriptive statistics and advanced modeling.
R icon Data Visualization
+1
József Soltész

József Soltész

Manager at KPMG

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Drunken Datetimes in Ames, Iowa
Apply your skills from "Working with Dates and Times in R" to breathalyzer data from Ames, Iowa.
R icon Data Manipulation
+2
Samantha Tyner

Samantha Tyner

Postdoctoral Research Associate at Iowa State University

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Clustering Bustabit Gambling Behavior
Use cluster analysis to glean insights into cryptocurrency gambling behavior.
R icon Data Manipulation
+3
Eric Hare

Eric Hare

Chief Data Scientist at Omni Analytics Group

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Planning Public Policy in Argentina
Apply unsupervised learning techniques to help plan an education program in Argentina.
R icon Data Manipulation
+3
Rafael La Buonora

Rafael La Buonora

Data Scientist at Transforma Uruguay

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Where Would You Open a Chipotle?
Create and explore interactive maps using Leaflet to determine where to open the next Chipotle.
R icon Data Manipulation
+2
Rich Majerus

Rich Majerus

Assistant Vice President at Colby College

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Gender Bias in Graduate Admissions
Analyze admissions data from UC Berkeley and find out if the university was biased against women.
R icon Data Manipulation
+3
Joshua Feldman

Joshua Feldman

Decision Scientist at Facebook

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Are You Ready for the Zombie Apocalypse?
Use your logistic regression skills to protect people from becoming zombies!
R icon Data Manipulation
+3
Jenine Harris

Jenine Harris

Associate Professor at Washington University in St. Louis

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The Impact of Climate Change on Birds
Predict the impact of climate change on bird distributions using spatial data and machine learning.
R icon Data Manipulation
+3
Laurens Geffert

Laurens Geffert

Data Science Manager at Nielsen

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Reducing Traffic Mortality in the USA
How can we find a good strategy for reducing traffic-related deaths?
R icon Data Manipulation
+3
Joel Östblom

Joel Östblom

PhD Candidate at University of Toronto

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Going Down to South Park: A Text Analysis
Analyze the dialog and IMDB ratings of 287 South Park episodes. Warning: contains explicit language.
R icon Data Manipulation
+3
Patrik Drhlík

Patrik Drhlík

Freelance Data Scientist

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TV, Halftime Shows, and the Big Game
Load, clean, and explore Super Bowl data in the age of soaring ad costs and flashy halftime shows.
R icon Data Manipulation
+2
Erin LaBrecque

Erin LaBrecque

Instructor at DataCamp

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Where Are the Fishes?
Explore acoustic backscatter data to find fish in the U.S. Atlantic Ocean.
R icon Data Manipulation
+2
Erin LaBrecque

Erin LaBrecque

Instructor at DataCamp

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Trends in Maryland Crime Rates
Apply hierarchical and mixed-effect models to analyze Maryland crime rates.
R icon Data Manipulation
+3
Richard Erickson

Richard Erickson

Quantitative Ecologist

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Partnering to Protect You from Peril
Examine the network of connections among local health departments in the United States.
R icon Data Manipulation
+3
Jenine Harris

Jenine Harris

Associate Professor at Washington University in St. Louis

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Functions for Food Price Forecasts (Unguided)
Write functions to forecast time series of food prices in Rwanda.
R icon Data Manipulation
+2
Richie Cotton

Richie Cotton

Curriculum Architect at DataCamp

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