Resources

On this page you will find resources and tutorials to help DataJam teams plan their DataJam project, find datasets to use for their project, learn to use a number of analytical programs including Google Sheets, Excel, Tableau Public, R Studio, GGPlot, and Python as well as guidelines for making a DataJam poster and putting together a DataJam Presentation.

Game-Changing DataJam Guides

We have made a variety of guides to help DataJam teams develop proposals, provide step-by-step guidance through a DataJam project, De-Stress the DataJam experience, make sure your DataJam project includes data from diverse populations, ensure research data quality, and bring a public health perspective to your DataJam project.

How to Conduct a DataJam Project Guide
CONDUCTING A DATAJAM PROJECT GUIDE
ENSURING RESEARCH DATA QUALITY GUIDE
HOW TO DE-STRESS THE DATAJAM
WRITING AN EFFECTIVE DATAJAM RESEARCH QUESTION
DATA SCIENCE & DIVERSITY
GUIDE TO SOCIAL EXPLORER
Teamwork in the DataJam
PUBLIC DATA FOR PUBLIC HEALTH
MAKING SENSE OF YOUR DATASET
Data Cleaning in Power Bi for PCs

Augmenting Analysis with AI

Discover how artificial intelligence can transform your approach to data analysis in DataJam projects. This section provides step-by-step guides created by mentors so that you can learn how to harness AI tools like ChatGPT for cleaning datasets, performing correlation analyses, and visualizing data. As new resources are added, including videos and advanced AI strategies, this section will continue to evolve as a hub for integrating AI into your projects.

ChatGPT Your Way To Data Analysis

Setting up to Strive with Google Sheets

Google Sheets, Excel’s younger brother, is great for Data Analysis! Find out how to do various analytical procedures in the links below.

ORGANIZING DATA WITH PIVOT TABLES
MANAGING SPREADSHEETS AND DATA
SUMMARY STATISTICS MADE EASY
MAKING GRAPHS
CORRELATION MATRICIES
CLEANING DATA IN GOOGLE SHEETS

Excited to Excel with Excel?

Whether you are an Excel newbie or a seasoned veteran, these links provide a jump start to your project!

ORGANIZING DATA WITH PIVOT TABLES
CORRELATION MATRICES
SUMMARY STATISTICS MADE EASY
USING EXCEL TO ANALYZE YOUR DATA
MANAGING SPREADSHEETS AND DATA
FORMATTING DATA IN EXCEL TO USE IN TABLEAU
Data Cleaning in Excel
MAKING GRAPHS
GRAPHING & P-VALUES IN EXCEL
FINDING R^2 VALUES IN EXCEL

Long to Grow with Tableau?

Tableau is a useful data visualization software to help put your project on display!

HOW TO USE TABLEAU
CLEANING DATA IN TABLEAU
TABLEAU DESKTOP CONTROLS
USING TABLEAU IN THE BROWSER
WHAT CAN TABLEAU DO?
GUIDE TO DATA VISUALIZATION IN TABLEAU

Ready to Reason with R-Studio?

Tired of using the same, old data analytics tools? Try your hand at R-Studio using these resources to guide you!

PLOTTING WITH R-STUDIO - PLOT()
SUMMARY STATISTICS - SUMMARY()
TYPES OF CHARTS - BAR, HISTOGRAM AND SCATTER
SUPERVISED LEARNING IN R
ENTERING AND IMPORTING DATA
SIMPLE REGRESSION

Push Forward with Python

These guides provide additional instructional tips on various data analytics and visualization tools used in Python. Google Colab is a program that allows you to write and execute Python code to customize how you work with data. We will also show you how to save your Python code to GitHub to keep your DataJam Project analyses organized!

CLEANING AND REDUCING DATA SETS WITH GOOGLE COLAB
PYTHON FOR THE DATAJAM
Pandas Documentation
INTRO TO PYTHON FOR DATA ANALYSIS
Python for Data Cleaning Made Simple
USING SCIKIT-LEARN FOR PREDICTIVE DATA ANALYSIS
Python K-Means Clustering Tutorial
Python Documentation
Seaborn DATA VISUALIZATION MADE SIMPLE

Generating Graphics with GGPlot

GGPlot is an open-source data visualization package for the statistical programming language R. GGPlot is intuitive, allowing for extensive flexibility and customization of plots. Use it as an alternative to Tableau for all your data analysis needs!

DATA VISUALIZATION WITH GGPLOT GUIDE
BASIC GRAPHING WITH GGPLOT2
GGPLOT FOR BEGINNERS

Preparing your DataJam Presentation

These guides will set you up for success and contain everything you need when it comes time to design, prepare and present your scientific posters and presentations at the DataJam!

GUIDE TO PREPARING POSTERS AND PRESENTATIONS
PUBLISHING YOUR DATAJAM PROJECT
GIVING AN EFFECTIVE DATAJAM PRESENTATION
MAKING YOUR DATAJAM POSTER
INCLUSIVE LANGUAGE GUIDE
SCIENTIFIC LANGUAGE GUIDE