Mentorship in data science empowers everyone to leverage their data in new and exciting ways
It’s our belief that the world of statistics and data science should be made more accessible to anyone; not just those with a math background, not just those with a computing background, and not just those who already understand the benefits of collecting and analyzing data. We seek to help by providing free courses on data science and worksheets to inculcate a data driven mindset.

Data Worksheets
There’s no age bar to learn data science! Here are some downloadable worksheets to help think about data and ... View More

Education Applications
Our education applications are Shiny web applications used to improve the workflow of educators and students alike.
Teacher Dashboard
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Teacher Dashboard
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BLOG

Analyzing Unique Ingredients in World Cuisines
Certain ingredients are often staples of particular world cuisines. The use of hard cheeses in Italian cooking, and the use of masalas in Indian cooking are two particularly well-known examples. We sought out to discover what ingredients are most uniquely associated with other various cuisines ... Read More

Visualizing Online Calendar Data on Plotly Graphs
Background A very common use of line charts is to visualize some quantity as a function of time. These are commonly called time series graphs and they allow trends in that quantity to be analyzed for changes. Sometimes these changes result from behavior. For instance, ... Read More

Introduction To Web Scraping and Data Cleaning
There are many instances where we find a list of useful items or a table placed on a web page that can help us enhance our analysis or even form the data for our projects. Most often, copy pasting off of the web page does not work very well and ... Read More

A Food Bar Recommender Service
Numerous organizational meetings have taken place during the formation of OAITI. Often times, the length of these meetings would dictate that we have some snacks to go along with them ... Read More

Welcome to OAITI
Hello and welcome to the Omni Analytics Innovative Technologies Initiative (OAITI) website! OAITI is a non-profit analytics and research organization created with the idea that data science can empower ... Read More