Education Data Literacy


Flashcard Intro Slide: What is Correlation and Causation?

NSDC Data Science Flashcards – Descriptive Statistics #6 – What is Correlation and Causation?

This NSDC Data Science Flashcards series will teach you about geospatial analysis, including visualizations, data processing, and applications. This installment of the NSDC Data Science Flashcards series was created and recorded by Emily Rothenberg. You can find these videos on the NEBDHub Youtube channel. In statistics and data analysis, understanding the concepts […]


NSDC Data Science Flashcards – Descriptive Statistics #5 – What is the Coefficient of Variation?

This NSDC Data Science Flashcards series will teach you about geospatial analysis, including visualizations, data processing, and applications. This installment of the NSDC Data Science Flashcards series was created and recorded by Emily Rothenberg. You can find these videos on the NEBDHub Youtube channel. The Coefficient of Variation is a relative measure […]

Flashcard Intro Slide: What is the Coefficient of Variation?

Flashcard Intro Slide: What is Standard Deviation?

NSDC Data Science Flashcards – Descriptive Statistics #4 – What is a Standard Deviation?

This NSDC Data Science Flashcards series will teach you about geospatial analysis, including visualizations, data processing, and applications. This installment of the NSDC Data Science Flashcards series was created and recorded by Emily Rothenberg. You can find these videos on the NEBDHub Youtube channel. In statistics, Standard Deviation and Coefficient of Variation […]


NSDC Data Science Flashcards – Descriptive Statistics #3 – Solving for Sample Variance

This NSDC Data Science Flashcards series will teach you about geospatial analysis, including visualizations, data processing, and applications. This installment of the NSDC Data Science Flashcards series was created and recorded by Emily Rothenberg. You can find these videos on the NEBDHub Youtube channel. Today, we’ll be learning how to solve for […]

Flashcard Intro Slide: Solving for Sample Variance

Flashcard Intro Slide: What is Variance?

NSDC Data Science Flashcards – Descriptive Statistics #2 – What is variance?

This NSDC Data Science Flashcards series will teach you about geospatial analysis, including visualizations, data processing, and applications. This installment of the NSDC Data Science Flashcards series was created and recorded by Emily Rothenberg. You can find these videos on the NEBDHub Youtube channel. Welcome to our set of Data Science Flashcards […]


NSDC Data Science Flashcards – Descriptive Statistics #1 – What are the Measures of Central Tendency?

This NSDC Data Science Flashcards series will teach you about geospatial analysis, including visualizations, data processing, and applications. This installment of the NSDC Data Science Flashcards series was created and recorded by Emily Rothenberg. You can find these videos on the NEBDHub Youtube channel. Welcome to the National Student Data Corps Flashcard […]

Flashcard Intro Slide: What are the Measures of Central Tendency?

Flashcard Intro Slide: What are Geospatial Applications and Trends?

NSDC Data Science Flashcards – Geospatial Analysis #6 – What are Geospatial Applications and Trends?

This NSDC Data Science Flashcards series will teach you about geospatial analysis, including visualizations, data processing, and applications. This installment of the NSDC Data Science Flashcards series was created and recorded by Aditya Raj. You can find these videos on the NEBDHub Youtube channel. Welcome to the video of Geospatial Applications and […]


NSDC Data Science Flashcards – Geospatial Analysis #5 – What is Advanced Geospatial Analysis?

This NSDC Data Science Flashcards series will teach you about geospatial analysis, including visualizations, data processing, and applications. This installment of the NSDC Data Science Flashcards series was created and recorded by Aditya Raj. You can find these videos on the NEBDHub Youtube channel. Today, we’re stepping into the advanced realm of […]

Flashcard Intro Slide: What is Advanced Geospatial Analysis?

Flashcard Intro Slide: What is Geospatial Processing?

NSDC Data Science Flashcards – Geospatial Analysis #4 – What is Geospatial Data Processing?

This NSDC Data Science Flashcards series will teach you about geospatial analysis, including visualizations, data processing, and applications. This installment of the NSDC Data Science Flashcards series was created and recorded by Aditya Raj. You can find these videos on the NEBDHub Youtube channel. In this video, we talk about Geospatial Data […]


NSDC Data Science Flashcards – Geospatial Analysis #3 – What are Geospatial Visualizations?

This NSDC Data Science Flashcards series will teach you about geospatial analysis, including visualizations, data processing, and applications. This installment of the NSDC Data Science Flashcards series was created and recorded by Aditya Raj. You can find these videos on the NEBDHub Youtube channel. In this video, we talk about Geospatial Data […]

Flashcard Intro Slide: What is Geospatial Visualizations?

Flashcard Intro Slide: What is Geospatial Data Analysis?

NSDC Data Science Flashcards – Geospatial Analysis #2 – What is Geospatial Data Analysis?

This NSDC Data Science Flashcards series will teach you about geospatial analysis, including visualizations, data processing, and applications. This installment of the NSDC Data Science Flashcards series was created and recorded by Aditya Raj. You can find these videos on the NEBDHub Youtube channel. In this video we talk about Geospatial Data […]


NSDC Data Science Flashcards – Geospatial Analysis #1 – What is Geospatial Data?

This NSDC Data Science Flashcards series will teach you about geospatial analysis, including visualizations, data processing, and applications. This installment of the NSDC Data Science Flashcards series was created and recorded by Aditya Raj. You can find these videos on the NEBDHub Youtube channel. In this video, we’ll embark on a journey […]

Flashcard Intro Slide: What is Geospatial Data?

Flashcard slide featuring information about expected values

NSDC Data Science Flashcards – Probability #4 – Expected Value

This NSDC Data Science Flashcards series will teach you about probability, including random variables, probability density functions, cumulative distribution functions, and expected values. This installment of the NSDC Data Science Flashcards series was created and recorded by Stephanie Guo. You can find these videos on the NEBDHub Youtube channel. Hello […]


NSDC Data Science Flashcards – Probability #3 – Cumulative Distribution Function

This NSDC Data Science Flashcards series will teach you about probability, including random variables, probability density functions, cumulative distribution functions, and expected values. This installment of the NSDC Data Science Flashcards series was created and recorded by Stephanie Guo. You can find these videos on the NEBDHub Youtube channel. Hello […]

Flashcard slide featuring information about continuous random variables

Flashcard slide featuring information about probability density functions

NSDC Data Science Flashcards – Probability #2 – Probability Density Functions

This NSDC Data Science Flashcards series will teach you about probability, including random variables, probability density functions, cumulative distribution functions, and expected values. This installment of the NSDC Data Science Flashcards series was created and recorded by Stephanie Guo. You can find these videos on the NEBDHub Youtube channel. Hello […]


NSDC Data Science Flashcards – Probability #1 – Random Variables

This NSDC Data Science Flashcards series will teach you about probability, including random variables, probability density functions, cumulative distribution functions, and expected values. This installment of the NSDC Data Science Flashcards series was created and recorded by Stephanie Guo. You can find these videos on the NEBDHub Youtube channel. Hello […]

Flashcard slide featuring information about continuous random variables

Sanket Bhandari & Varalika Mahajan: Fall 2023 COVID Information Commons Student Working Group Data Visualization Project

In October 2023, the CIC Student Working group launched our first semester-long data science education project on COVID-19 Visualization. The 300+ members of the Working Group developed independent data visualizations using tools and skills learned as a community. We learned to develop a COVID-19 research question and explored time series analysis […]

Image of a line graph

Distribution graph

Christopher Sanchez: Fall 2023 COVID Information Commons Student Working Group Data Visualization Project

In October 2023, the CIC Student Working group launched our first semester-long data science education project on COVID-19 Visualization. The 300+ members of the Working Group developed independent data visualizations using tools and skills learned as a community. We learned to develop a COVID-19 research question and explored time series analysis […]


Sahand Ahmadi: Fall 2023 COVID Information Commons Student Working Group Data Visualization Project

In October 2023, the CIC Student Working group launched our first semester-long data science education project on COVID-19 Visualization. The 300+ members of the Working Group developed independent data visualizations using tools and skills learned as a community. We learned to develop a COVID-19 research question and explored time series analysis […]

Image of a bar chart

Image of a line graph

Jared De La Serna: Fall 2023 COVID Information Commons Student Working Group Data Visualization Project

In October 2023, the CIC Student Working group launched our first semester-long data science education project on COVID-19 Visualization. The 300+ members of the Working Group developed independent data visualizations using tools and skills learned as a community. We learned to develop a COVID-19 research question and explored time series analysis […]


Hangqi Wu: Fall 2023 COVID Information Commons Student Working Group Data Visualization Project

In October 2023, the CIC Student Working group launched our first semester-long data science education project on COVID-19 Visualization. The 300+ members of the Working Group developed independent data visualizations using tools and skills learned as a community. We learned to develop a COVID-19 research question and explored time series analysis […]

Image of a heat map graph

Set of four line graphs

Li-Yung Wang: Fall 2023 COVID Information Commons Student Working Group Data Visualization Project

In October 2023, the CIC Student Working group launched our first semester-long data science education project on COVID-19 Visualization. The 300+ members of the Working Group developed independent data visualizations using tools and skills learned as a community. We learned to develop a COVID-19 research question and explored time series analysis […]


Sisan Tuedor: Fall 2023 COVID Information Commons Student Working Group Data Visualization Project

In October 2023, the CIC Student Working group launched our first semester-long data science education project on COVID-19 Visualization. The 300+ members of the Working Group developed independent data visualizations using tools and skills learned as a community. We learned to develop a COVID-19 research question and explored time series analysis […]

A population distribution graph showing continent-wide population distribution

Image of a line graph

Scott Ren: Fall 2023 COVID Information Commons Student Working Group Data Visualization Project

In October 2023, the CIC Student Working group launched our first semester-long data science education project on COVID-19 Visualization. The 300+ members of the Working Group developed independent data visualizations using tools and skills learned as a community. We learned to develop a COVID-19 research question and explored time series analysis […]


Minh Le, Diep Le, Huy Nguyen: Fall 2023 COVID Information Commons Student Working Group Data Visualization Project

In October 2023, the CIC Student Working group launched our first semester-long data science education project on COVID-19 Visualization. The 300+ members of the Working Group developed independent data visualizations using tools and skills learned as a community. We learned to develop a COVID-19 research question and explored time series analysis […]

Image of a line graph

Flashcard Intro Slide: What is a Heat Map?

NSDC Data Science Flashcards – Data Visualizations #7 – What is a Heat Map?

This NSDC Data Science Flashcards series will teach you about data visualizations, including scatterplots, histograms, and heat maps. This installment of the NSDC Data Science Flashcards series was created by Varalika Mahajan and Sneha Dahiya. Recordings were done by Aditya Raj, Sneha Dahiya, Lauren Close, and Emily Rothenberg. You can […]


NSDC Data Science Flashcards – Data Visualizations #6 – What is a Scatterplot?

This NSDC Data Science Flashcards series will teach you about data visualizations, including scatterplots, histograms, and heat maps. This installment of the NSDC Data Science Flashcards series was created by Varalika Mahajan and Sneha Dahiya. Recordings were done by Aditya Raj, Sneha Dahiya, Lauren Close, and Emily Rothenberg. You can […]

Flashcard Intro Slide: What is a Scatterplot?

Flashcard Intro Slide: What is a Line Graph?

NSDC Data Science Flashcards – Data Visualizations #5 – What is a Line Graph?

This NSDC Data Science Flashcards series will teach you about data visualizations, including scatterplots, histograms, and heat maps. This installment of the NSDC Data Science Flashcards series was created by Varalika Mahajan and Sneha Dahiya. Recordings were done by Aditya Raj, Sneha Dahiya, Lauren Close, and Emily Rothenberg. You can […]


NSDC Data Science Flashcards – Data Visualizations #4 – What is a Pie Chart?

This NSDC Data Science Flashcards series will teach you about data visualizations, including scatterplots, histograms, and heat maps. This installment of the NSDC Data Science Flashcards series was created by Varalika Mahajan and Sneha Dahiya. Recordings were done by Aditya Raj, Sneha Dahiya, Lauren Close, and Emily Rothenberg. You can […]

Flashcard Intro Slide: What is a Pie Chart?

Flashcard Intro Slide: What is a Histogram?

NSDC Data Science Flashcards – Data Visualizations #3 – What is a Histogram?

This NSDC Data Science Flashcards series will teach you about data visualizations, including scatterplots, histograms, and heat maps. This installment of the NSDC Data Science Flashcards series was created by Varalika Mahajan and Sneha Dahiya. Recordings were done by Aditya Raj, Sneha Dahiya, Lauren Close, and Emily Rothenberg. You can […]


NSDC Data Science Flashcards – Data Visualizations #2 – What is a Bar Chart?

This NSDC Data Science Flashcards series will teach you about data visualizations, including scatterplots, histograms, and heat maps. This installment of the NSDC Data Science Flashcards series was created by Varalika Mahajan and Sneha Dahiya. Recordings were done by Aditya Raj, Sneha Dahiya, Lauren Close, and Emily Rothenberg. You can […]

Flashcard Intro Slide: What is a Bar Chart?

Flashcard Intro Slide: What are the Types of Data Visualization?

NSDC Data Science Flashcards – Data Visualizations #1 – What are the Types of Data Visualization?

This NSDC Data Science Flashcards series will teach you about data visualizations, including scatterplots, histograms, and heat maps. This installment of the NSDC Data Science Flashcards series was created by Varalika Mahajan and Sneha Dahiya. Recordings were done by Aditya Raj, Sneha Dahiya, Lauren Close, and Emily Rothenberg. You can […]


Teaching Responsible Data Science through Cybersecurity Analytics

Guest post by Dr. S. Jay Yang, Rochester Institute of Technology (RIT) This Success Story is a report on the results of one of the awards in the Northeast Big Data Innovation Hub’s 2021 Seed Fund program. There were three primary objectives for this project:  1) To compile cybersecurity datasets […]

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Flashcard Intro Slide: How do you Evaluate Time Series Models?

NSDC Data Science Flashcards – Time Series #6 – How Do You Evaluate Time Series Models?

This NSDC Data Science Flashcards series will teach you about time series analysis, including data preprocessing, decomposition, plots, and forecasting. This installment of the NSDC Data Science Flashcards series was created by Varalika Mahajan. Recordings were done by Aditya Raj. You can find these videos on the NEBDHub Youtube channel. […]


NSDC Data Science Flashcards – Time Series #5 – What are Time Series Forecasting Methods?

This NSDC Data Science Flashcards series will teach you about time series analysis, including data preprocessing, decomposition, plots, and forecasting. This installment of the NSDC Data Science Flashcards series was created by Varalika Mahajan. Recordings were done by Aditya Raj. You can find these videos on the NEBDHub Youtube channel. […]

Flashcard Intro Slide: What are Time Series Forecasting Methods?

Flashcard Intro Slide: What are Time Series Plots?

NSDC Data Science Flashcards – Time Series #4 – What are Time Series Plots?

This NSDC Data Science Flashcards series will teach you about time series analysis, including data preprocessing, decomposition, plots, and forecasting. This installment of the NSDC Data Science Flashcards series was created by Varalika Mahajan. Recordings were done by Aditya Raj. You can find these videos on the NEBDHub Youtube channel. […]


NSDC Data Science Flashcards – Time Series #3 – What is Time Series Decomposition?

This NSDC Data Science Flashcards series will teach you about time series analysis, including data preprocessing, decomposition, plots, and forecasting. This installment of the NSDC Data Science Flashcards series was created by Varalika Mahajan. Recordings were done by Aditya Raj. You can find these videos on the NEBDHub Youtube channel. […]

Flashcard Intro Slide: What is Time Series Decomposition?

Flashcard Intro Slide: What is Time Series Data Preprocessing?

NSDC Data Science Flashcards – Time Series #2 – What is Time Series Data Preprocessing?

This NSDC Data Science Flashcards series will teach you about time series analysis, including data preprocessing, decomposition, plots, and forecasting. This installment of the NSDC Data Science Flashcards series was created by Varalika Mahajan. Recordings were done by Aditya Raj. You can find these videos on the NEBDHub Youtube channel. […]


NSDC Data Science Flashcards – Time Series #1 – What is Time Series Analysis?

This NSDC Data Science Flashcards series will teach you about time series analysis, including data preprocessing, decomposition, plots, and forecasting. This installment of the NSDC Data Science Flashcards series was created by Varalika Mahajan. Recordings were done by Aditya Raj. You can find these videos on the NEBDHub Youtube channel. […]

Flashcard Intro Slide: What is Time Series Analysis?

Flashcard Intro Slide: What is Qualitative and Quantitative Data?

NSDC Data Science Flashcards – Types of Data Card #2 – What is Qualitative and Quantitative Data?

This NSDC Data Science Flashcards series will teach you about the different kinds of data, including how you can use them to strengthen your research. This installment of the NSDC Data Science Flashcards series was created by Varalika Mahajan. Recordings were done by Sneha Dahiya. You can find these videos […]


Flashcard Intro Slide: What are the 5 V's of Big Data?

NSDC Data Science Flashcards – Data Science Ethics Card #6 – 5 V’s of Big Data

This NSDC Data Science Flashcards series will teach you about the importance of data ethics. This installment of the NSDC Data Science Flashcards series was created by Florence Hudson and Varalika Mahajan. Recordings were done by Lauren Close, Florence Hudson, and Emily Rothenberg. You can find these videos on the […]


NSDC Data Science Flashcards – Data Science Ethics Card #5 – Algorithmic Fairness

This NSDC Data Science Flashcards series will teach you about the importance of data ethics. This installment of the NSDC Data Science Flashcards series was created by Florence Hudson and Varalika Mahajan. Recordings were done by Lauren Close, Florence Hudson, and Emily Rothenberg. You can find these videos on the […]

Flashcard Intro Slide: What is Algorithmic Fairness?

Flashcard Intro Slide: What are the FAIR Data Principles?

NSDC Data Science Flashcards – Data Science Ethics Card #4 – FAIR Principles Part 2

This NSDC Data Science Flashcards series will teach you about the importance of data ethics. This installment of the NSDC Data Science Flashcards series was created by Florence Hudson and Varalika Mahajan. Recordings were done by Lauren Close, Florence Hudson, and Emily Rothenberg. You can find these videos on the […]


NSDC Data Science Flashcards – Data Science Ethics Card #3 – FAIR Principles Part 1

This NSDC Data Science Flashcards series will teach you about the importance of data ethics. This installment of the NSDC Data Science Flashcards series was created by Florence Hudson and Varalika Mahajan. Recordings were done by Lauren Close, Florence Hudson, and Emily Rothenberg. You can find these videos on the […]

Flashcard Intro Slide: What are the FAIR Data Principles?

Data Science Flashcard Intro Slide: What is Intellectual Property?

NSDC Data Science Flashcards – Data Science Ethics Card #2 – Intellectual Property

This NSDC Data Science Flashcards series will teach you about the importance of data ethics. This installment of the NSDC Data Science Flashcards series was created by Florence Hudson and Varalika Mahajan. Recordings were done by Lauren Close, Florence Hudson, and Emily Rothenberg. You can find these videos on the […]