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Coding Projects (with Tutorials)
Organized by Discipline and Coding Language
Popular Statistics Tutorial:
Simple and Multiple Linear Regression
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Tutorials must include instructions on how to complete the project.
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Python
Statistics Projects
Statistics
Simple and Multiple Linear Regression
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Python
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Time series analysis
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Descriptive stats and data plots/graphs
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Linear regression
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ANOVA - using COVID data
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Title
Question
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ANOVA - one way and two way - Created by (justicebanson)
ANOVA - using COVID data - Created by (justicebanson)
Access United Nations Peace Security Data Hub - Created by (justicebanson)
Accessing Library of Congress Images - Created by (ryanwatkins)
Accessing World Bank data via API - Created by (justicebanson)
Add Specific GeoLocation Data to Qualtrics Survey - Created by (ryanwatkins)
Add Timer that Spans Pages to Qualtrics - Created by (ryanwatkins)
Add encryption to columns in Google Sheets - Created by (justicebanson)
Agent based modeling - Created by (justicebanson)
Agent based modeling of ant foraging - Created by (justicebanson)
Alignments of protein sequences, - Created by (justicebanson)
Analysis of Early Childhood Longitudinal Study - Created by (ryanwatkins)
Analysis of Flickr image data - Created by (justicebanson)
Analysis of Pinterest data about NY Fashion Week - Created by (justicebanson)
Analysis on American National Election Studies - Created by (ryanwatkins)
Analyze EEG data - Created by (justicebanson)
Analyze European survey data - Created by (ryanwatkins)
Analyze NAEP Data With and Without Accommodations - Created by (ryanwatkins)
Analyze NCES Data - Created by (ryanwatkins)
Analyze TIMSS Data - Created by (ryanwatkins)
Analyze Twitter accounts of politicians - Created by (justicebanson)
Analyze fMRI data - Created by (justicebanson)
Analyze survey data - Created by (justicebanson)
Analyzing Air Quality Data - Created by (ryanwatkins)
Analyzing Chicago Court Data - Created by (ryanwatkins)
Analyzing Dante's Inferno ( from the Italian) - Created by (justicebanson)
Analyzing police activity logs - Created by (justicebanson)
Analyzing text (Shakespeare) - Created by (justicebanson)
Analyzing verbal fluency and memory search - Created by (ryanwatkins)
Analyzing voter survey data - Created by (ryanwatkins)
Are people in Seattle really biking more (time series) - Created by (justicebanson)
Assessing the Extent of a Flood Event - Created by (ryanwatkins)
Auto-grade your Jupyter Notebooks with nbgrader - Created by (justicebanson)
Automating Excel and Word Tasks in Python - Created by (ryanwatkins)
Automating Surveys with Python & Qualtrics API - Created by (ryanwatkins)
Automating business tasks - Created by (justicebanson)
Automatization of Excel processes - Created by (ryanwatkins)
Basic simulation - Created by (justicebanson)
Basic text analysis - Created by (justicebanson)
Basic text analysis/mining - Created by (justicebanson)
Basic visual-search experiment - Created by (ryanwatkins)
Batch emailing list with Google Sheets - Created by (justicebanson)
Bill introduction is correlated with district income - Created by (justicebanson)
Book writing pattern analysis - Created by (justicebanson)
Breast Cancer Classification with Deep Learning - Created by (ryanwatkins)
Build a basic therapy chatbot - Created by (justicebanson)
Build a Human Resources Dashboard - Created by (ryanwatkins)
Build a Route Heatmaps - Created by (ryanwatkins)
Build online experiments (online Stroop experiment) - Created by (justicebanson)
Build online experiments (online Stroop experiment) - Created by (justicebanson)
Building a CRUD App with FastAPI, MongoDB, and Beanie - Created by (justicebanson)
COVID-19 Spread Analysis with Flask - Created by (ryanwatkins)
Cartography and mapping - Created by (ryanwatkins)
Classical Aerodynamics - Created by (ryanwatkins)
Clean Up Data Noise with Fourier Transform - Created by (ryanwatkins)
Collecting data from websites - Created by (ryanwatkins)
Common Similarity Measures for Text Analysis - Created by (justicebanson)
Communicating using Markdown (create GitHub site) - Created by (ryanwatkins)
Compare text or images with Cosine Similarity - Created by (ryanwatkins)
Computational Fluid Dynamics - Created by (ryanwatkins)
Computational Grounded Theory - Created by (ryanwatkins)
Computational Text Analysis - Created by (ryanwatkins)
Compute currents, voltage and torque - Created by (ryanwatkins)
Computer magnetic forces - Created by (ryanwatkins)
Convert image to ASCII art - Created by (ryanwatkins)
Create Your Own Artificial Shakespeare - Created by (ryanwatkins)
Create a Calorie Calculator in Django - Created by (ryanwatkins)
Create a Deep Fake (audio + video) - Created by (ryanwatkins)
Create a data dashboard - Created by (ryanwatkins)
Create daily RSS feed of preprints - Created by (ryanwatkins)
Create experiments with PsychoPy - Created by (ryanwatkins)
Create visual stimuli experiments - Created by (ryanwatkins)
Creating financial models - Created by (justicebanson)
Credit card fraud detection - Created by (ryanwatkins)
Cultural Analytics (multiple tutorials) - Created by (ryanwatkins)
Cultural analytics - Created by (justicebanson)
Custom classroom management website - Created by (justicebanson)
Customer Segmentation in Marketing - Created by (ryanwatkins)
Customer's lifetime value - Created by (justicebanson)
Data Cleaning MoMA’s Art Collection - Created by (ryanwatkins)
Data Visualizations - Created by (justicebanson)
Data from API - Created by (justicebanson)
Data from historic newspapers - Created by (ryanwatkins)
Data management and exploration - Created by (ryanwatkins)
Data mining - Created by (justicebanson)
Data mining - Created by (justicebanson)
Data mining - Created by (justicebanson)
Data visualization - Created by (justicebanson)
Data visualization - Created by (justicebanson)
Decision Curve Analysis - Created by (ryanwatkins)
Decryption add-on to go with encryption in Google Sheets - Created by (justicebanson)
Descriptive stats and data plots/graphs - Created by (justicebanson)
Detecting Text Reuse - Created by (ryanwatkins)
Develop Your First Neural Network - Created by (ryanwatkins)
Developing a Single Page App with FastAPI and React - Created by (justicebanson)
Difference-in-differences (Tokyo emissions data) - Created by (justicebanson)
Django Website - Created by (justicebanson)
Econometric statistics (regression, time series, etc.) - Created by (justicebanson)
Econometric statistics (regression, time series, etc.) - Created by (justicebanson)
Effort-based decision-making tasks - Created by (ryanwatkins)
Election regression discontinuity analysis - Created by (justicebanson)
Email students grades from Google Sheet - Created by (justicebanson)
Embedding Mood Induction Audio in Qualtrics - Created by (ryanwatkins)
Encoding and Decoding Text - Created by (ryanwatkins)
Encoding text data (using TEI) - Created by (ryanwatkins)
Eriksen Flanker Task - Created by (ryanwatkins)
Estimating Daytime Population Density - Created by (justicebanson)
Estimating State Public Opinion With Multi-Level Regression - Created by (ryanwatkins)
Estimating Statistical Power for Structural Equation Models - Created by (ryanwatkins)
Example of cosine similarity with Rule 5.4(b) - Created by (ryanwatkins)
Exploratory Data Analysis - Created by (ryanwatkins)
Explore Undocument APIs - Created by (ryanwatkins)
Exploring Jane Austen novels with text analysis - Created by (justicebanson)
Extract Text Summaries - Created by (ryanwatkins)
Extract table from PDF - Created by (ryanwatkins)
Face recognition in pictures - Created by (ryanwatkins)
Fama-MacBeth regression - Created by (justicebanson)
Fast Fourier Transformations (California electricity) - Created by (ryanwatkins)
Finding Patterns in Gothic Literature - Created by (ryanwatkins)
Finding places (locations) in historical texts - Created by (ryanwatkins)
Flood Map Animations - Created by (ryanwatkins)
Fluid Mechanics - Created by (ryanwatkins)
FormR conjoint survey - Created by (justicebanson)
FormR registration form - Created by (justicebanson)
Fourier Transformations (signal processing) - Created by (ryanwatkins)
Fun with words (and counters and ciphers) - Created by (justicebanson)
Functional Neuroimaging Analysis - Created by (ryanwatkins)
GIS data visualization (voting) - Created by (justicebanson)
GIS diplomatic outputs across the globe - Created by (justicebanson)
GIS plot Supreme Court cases - Created by (ryanwatkins)
GJR-GARCH Estimation - Created by (justicebanson)
Geocoding publicly available data - Created by (justicebanson)
Get financial information of companies - Created by (ryanwatkins)
Gettering started with Javascript (in Google Apps Script) - Created by (justicebanson)
Getting Twitter timeline data - Created by (ryanwatkins)
Getting data from an API - Created by (justicebanson)
Getting data from an API - Created by (justicebanson)
Getting started with Google Colab (free Jupyter Notebooks) - Created by (justicebanson)
Getting started with Python - Created by (justicebanson)
Getting started with R - Created by (justicebanson)
Grab World Bank Data in R - Created by (justicebanson)
Gravitational N-body problems - Created by (ryanwatkins)
Heat and violence in Chicago - Created by (justicebanson)
Heat transfer - Created by (ryanwatkins)
History of a word as chronicled in newspapers - Created by (justicebanson)
How the NY Times writes about men and women - Created by (justicebanson)
Identifying Clusters of Events - Created by (ryanwatkins)
Identifying n-grams - Created by (justicebanson)
Import RSS into Google Sheet - Created by (justicebanson)
Income Predictions - Created by (justicebanson)
Interactive R Shiny app - Created by (justicebanson)
Interactive maps of correspondence - Created by (justicebanson)
International Relations Database - Created by (ryanwatkins)
Intertextuality Detection - Created by (justicebanson)
Introduction to Spatial Data Programming - Created by (ryanwatkins)
Iris flower classifier with machine learning - Created by (justicebanson)
Iterated Prisoner's Dilemma - Created by (ryanwatkins)
Land Suitability Analysis - Created by (ryanwatkins)
Learn Genomics in Linux - Created by (justicebanson)
Legal Comparisons and Explanations - Created by (ryanwatkins)
Libary of Congress "Chronicling America" API - Created by (justicebanson)
Linear regression - Created by (justicebanson)
Linear regression - Created by (justicebanson)
Linear regression - Created by (justicebanson)
ML Analysis of video classification - Created by (justicebanson)
ML of historical data (Titanic data) - Created by (justicebanson)
ML to Detecting Parkinson’s Disease - Created by (ryanwatkins)
ML to make predictions based on data - Created by (justicebanson)
Machine Learning for Remote Sensing - Created by (ryanwatkins)
Make custom AI-generated text (using GPT2) - Created by (justicebanson)
Make your own fireworks show - Created by (ryanwatkins)
Making a Gravity Simulator - Created by (ryanwatkins)
Making websites - Created by (justicebanson)
Malaria Data Dashboard (in Shiny) - Created by (ryanwatkins)
Manage Facebook Ads in Google Sheets - Created by (justicebanson)
Manage a calendar with Google Sheet - Created by (justicebanson)
Manipulate audio - Created by (justicebanson)
Mapping San Francisco home prices using R - Created by (justicebanson)
Mapping historic buildings - Created by (ryanwatkins)
Mapping raster data (potential for solar power data) - Created by (justicebanson)
Mapping raster data (potential for solar power data) - Created by (justicebanson)
Market basket analysis - Created by (justicebanson)
Massaging Data Using Pandas - Created by (ryanwatkins)
Measuring Intersectionality - Created by (ryanwatkins)
Measuring local culture using Yelp - Created by (justicebanson)
Memory Game - Created by (ryanwatkins)
Monte Carlo Sim for Sales Commissions - Created by (justicebanson)
Multigrid solving differential equations - Created by (ryanwatkins)
Multiple linear regression - Created by (justicebanson)
NLP with Supreme Court opinions - Created by (ryanwatkins)
Nash Equilibrium (Game Theory) - Created by (ryanwatkins)
Network Analysis of Bikeshare systems - Created by (ryanwatkins)
Network-Based Spatial Clustering - Created by (justicebanson)
Neuroimaging (fMRI) Analysis - Created by (ryanwatkins)
Online Job Portal - Created by (ryanwatkins)
PAC donations to campaigns - Created by (justicebanson)
Plotting data - Created by (justicebanson)
Plotting data about items from NYC menu items - Created by (justicebanson)
Portfolio website/app with Django - Created by (justicebanson)
Predict customer churn - Created by (justicebanson)
Predicting energy scores - Created by (justicebanson)
Predicting housing prices - Created by (justicebanson)
Price Elasticity of Demand - Created by (ryanwatkins)
Prisoner’s Dilemma (Game Theory) - Created by (ryanwatkins)
Processing string/text data - Created by (justicebanson)
Quantify gender bias in Harry Potter - Created by (ryanwatkins)
Quantitative Economics - Created by (justicebanson)
R Shiny to create web surveys - Created by (ryanwatkins)
Read Google Sheets data into R - Created by (ryanwatkins)
Response time experiment - Created by (justicebanson)
Routing, speed imputation, and travel times - Created by (ryanwatkins)
Sales Revenue Dashboard (in Shiny) - Created by (ryanwatkins)
Scrape Google Maps For Business Details - Created by (ryanwatkins)
Scrape data from PDF - Created by (justicebanson)
Scrape data using R - Created by (ryanwatkins)
Scraping Twitter with Twint - Created by (ryanwatkins)
Semi-automatic literature search in R - Created by (justicebanson)
Sentiment Analysis on Reddit Political News Headlines - Created by (justicebanson)
Sentiment analysis - Created by (justicebanson)
Sentiment analysis - Created by (justicebanson)
Sentiment analysis of Jane Austen novels - Created by (justicebanson)
Shakespearean Insult Generator - Created by (ryanwatkins)
Shallow water equations (fluid dynamics) - Created by (ryanwatkins)
Shock tube problem (fluid dynamics) - Created by (ryanwatkins)
Simple and Multiple Linear Regression - Created by (ryanwatkins)
Simple blockchain - Created by (justicebanson)
Simple blockchain - Created by (justicebanson)
Simulating Compartmental Models - Created by (ryanwatkins)
Simulation of mechanical response to environmental forces - Created by (ryanwatkins)
Simulation of theatre customer experience - Created by (justicebanson)
Social Network Analysis to analyze communities - Created by (justicebanson)
Social network analysis - Created by (justicebanson)
Social network analysis - Created by (justicebanson)
Social network analysis of people in text - Created by (justicebanson)
Social simulation - Created by (justicebanson)
Spatial Data Analysis - Created by (ryanwatkins)
Spiders and web scraping - Created by (justicebanson)
Statistics (simulating and analyzing data) - Created by (justicebanson)
Stock Predictions - Created by (ryanwatkins)
Street network orientation - Created by (justicebanson)
Student info and grades system - Created by (justicebanson)
Studying literature in R - Created by (justicebanson)
Stylometric Analysis - Created by (justicebanson)
Stylometric Analysis - Created by (justicebanson)
Supporting Multiple Languages in Django - Created by (justicebanson)
Supporting Multiple Languages in Django - Created by (justicebanson)
Task Manager (from scratch) - Created by (ryanwatkins)
Temporal network analysis - Created by (justicebanson)
Text Classification in Google Sheets - Created by (ryanwatkins)
Theory of Mind Simulations - Created by (ryanwatkins)
Time Series Analysis and Forecasting (sales data) - Created by (ryanwatkins)
Time Series Analysis with Oil Price - Created by (ryanwatkins)
Time Series Forecasting - Created by (ryanwatkins)
Time Series Forecasting With ARIMA - Created by (ryanwatkins)
Time series analysis - Created by (justicebanson)
Time series analysis - Created by (justicebanson)
Time series forecasting of stocks - Created by (ryanwatkins)
Timed Maze Task in Qualtrics - Created by (ryanwatkins)
Train GPT2 to write poetry - Created by (justicebanson)
Transcribe video audio - Created by (justicebanson)
URL shortener - Created by (justicebanson)
US Census data by API - Created by (justicebanson)
United Nations voting history - Created by (justicebanson)
Unsupervised Classification of Non-spatial Data - Created by (ryanwatkins)
Upload grades into a Google Classroom - Created by (justicebanson)
Urban Morphology & Landscape Metrics - Created by (ryanwatkins)
Urban Networks - Created by (ryanwatkins)
Use Google Sheet as Python Database - Created by (ryanwatkins)
Using Mturk (or Prolific) for experiments - Created by (justicebanson)
Using a Case Citation Tool - Created by (ryanwatkins)
Using geospatial data - Created by (justicebanson)
Using stopwords - Created by (ryanwatkins)
Using textual analysis to quantify a cast of characters - Created by (ryanwatkins)
Using the Caselaw Access Project API - Created by (ryanwatkins)
Value Investing Stock Screener - Created by (ryanwatkins)
Value at Risk Financial Analysis - Created by (ryanwatkins)
Very basic voting system - Created by (justicebanson)
Vibration - Created by (ryanwatkins)
Visualizing predictions (solar farms in Germany) - Created by (justicebanson)
Webscraping - Created by (justicebanson)
Webscraping - Created by (justicebanson)
Webscraping - Created by (justicebanson)
Webscraping CIA World Factbook - Created by (justicebanson)
Webscraping job sites - Created by (justicebanson)
Webscraping salary data - Created by (justicebanson)
Webscraping the Congressional Record newspaper - Created by (justicebanson)
Wikidata about Black Art Exhibitions - Created by (ryanwatkins)
Word Lists and Sentiment Analysis - Created by (ryanwatkins)
Word frequencies - Created by (justicebanson)
Work Visually with Data (chemistry data example) - Created by (ryanwatkins)
Working with APIs - Created by (ryanwatkins)
Working with Congressional data - Created by (justicebanson)
Working with Excel data in Python - Created by (justicebanson)
Working with MRI data - Created by (ryanwatkins)
Working with World Values Survey - Created by (ryanwatkins)
Working with fMRI data - Created by (ryanwatkins)
Working with sequencing - Created by (justicebanson)
World's Economic Center of Gravity - Created by (justicebanson)
World's Economic Center of Gravity over time - Created by (justicebanson)
Your First Chatbot - Created by (ryanwatkins)
Your First Deep Learning Project (diabetes) - Created by (ryanwatkins)
mTurk for gathering marketing data - Created by (justicebanson)
Tutorial
