Instructional Video23:09
Curated Video

Python for Data Analysis: Step-By-Step with Projects - Aggregating Statistics

Higher Ed
This video explains aggregating statistics. This clip is from the chapter "Exploratory Data Analysis" of the series "Python for Data Analysis: Step-By-Step with Projects".This section explains exploratory data analysis.
Instructional Video3:49
NASA

NASA’s New Scientific Breakdown of Dramatic Caldor and Dixie Fires

K - 11th
This visualization shows the spread of the Caldor fire between August 15 and October 6, 2021, and the Dixie fire between July 14 and October 22, 2021, updated every 12 hours from a new fire detection and tracking approach based on...
Instructional Video4:30
Science360

Young citizen scientists assist in Salt Lake City air quality research - Science Nation

12th - Higher Ed
Community, students and scientists benefit from partnership to assess particulate matter pollution Middle and high school students in Salt Lake City are helping scientists and the community better understand particulate matter...
Instructional Video1:24
Weatherthings

Saharan Dust

6th - 8th
Every summer, millions of tons of dust from the Sahara desert move into the Atlantic and travel westward. Here, you'll see it on satellite.
Instructional Video17:21
Curated Video

Python for Data Analysis: Step-By-Step with Projects - Distribution of One Feature

Higher Ed
This video explains the distribution of one feature. This clip is from the chapter "Exploratory Data Analysis" of the series "Python for Data Analysis: Step-By-Step with Projects".This section explains exploratory data analysis.
Instructional Video13:38
NASA

Air Quality: A Tale of Three Cities

3rd - 11th
Dr. Bryan N. Duncan is a deputy project scientist for the Aura Mission at NASA's Goddard Space Flight Center in Greenbelt, Maryland. He recently presented the story of air quality in three cities: Beijing, Los Angeles and Atlanta....
Instructional Video4:59
NASA

NASA | 10 Years of Aura Legacy

3rd - 11th
The Aura atmospheric chemistry satellite celebrates its 10th anniversary on July 15th, 2014. Since its launch in 2004, Aura has monitored the Earth's atmosphere and provided data on the ozone layer, air quality, and greenhouse gases...
Instructional Video1:43
NASA

NASA | Human Fingerprint on Global Air Quality

3rd - 11th
Using new, high-resolution global satellite maps of air quality indicators, NASA scientists tracked air pollution trends over the last decade in various regions and 195 cities around the globe. The United States, Europe and Japan have...
Instructional Video30:16
The Wall Street Journal

Mapping Mobility

Higher Ed
Google's Christopher Phillips joins WSJ's Future of Transportation to talk about the rise of virtual and augmented reality, how maps and smartphone navigation apps will evolve in the next decade and the limits of overwhelming users with...
Instructional Video3:45
NASA

COVID-19 Earth Observation Dashboard Tutorial

3rd - 11th
COVID-19 led to changes in human activities around the globe. Some bodies of water have run clearer, emissions of pollutants have temporarily declined, and transportation and shipment of goods have decreased. We can see some of these...
Instructional Video11:38
Curated Video

Python for Data Analysis: Step-By-Step with Projects - Relationship of Two Features (1)

Higher Ed
This video explains the relationship of two features part 1. This clip is from the chapter "Exploratory Data Analysis" of the series "Python for Data Analysis: Step-By-Step with Projects".This section explains exploratory data analysis.
Instructional Video16:28
Curated Video

Python for Data Analysis: Step-By-Step with Projects - Relationship of Two Features (2)

Higher Ed
This video explains the relationship of two features part 2. This clip is from the chapter "Exploratory Data Analysis" of the series "Python for Data Analysis: Step-By-Step with Projects".This section explains exploratory data analysis.
Instructional Video11:41
Curated Video

Python for Data Analysis: Step-By-Step with Projects - Relationship of Multiple Features

Higher Ed
This video explains the relationship of multiple features. This clip is from the chapter "Exploratory Data Analysis" of the series "Python for Data Analysis: Step-By-Step with Projects".This section explains exploratory data analysis.
Instructional Video14:03
Curated Video

Python for Data Analysis: Step-By-Step with Projects - Seaborn Library Overview

Higher Ed
This video introduces you to Seaborn library overview. This clip is from the chapter "Exploratory Data Analysis" of the series "Python for Data Analysis: Step-By-Step with Projects".This section explains exploratory data analysis.
Instructional Video21:49
Curated Video

Python for Data Analysis: Step-By-Step with Projects - Group By

Higher Ed
This video introduces you to Group by. This clip is from the chapter "Exploratory Data Analysis" of the series "Python for Data Analysis: Step-By-Step with Projects".This section explains exploratory data analysis.
Instructional Video3:25
NASA

NASA Studies How COVID-19 Shutdowns Affect Emissions

3rd - 11th
Pandemic-related shutdowns have affected how people act, so scientists began monitoring how that’s affected the planet — specifically nitrogen dioxide emissions. How do COVID-19 pollution patterns play into NASA computer models? NASA’s...
Instructional Video2:33
NASA

NASA | Discover-AQ

3rd - 11th
NASA's launching a new mission this summer designed to better understand air pollution and gather data that could allow pollutants to be monitored more exactly from space. The field study coined, "Discover-AQ", will take place over the...
Instructional Video17:55
Curated Video

Python for Data Analysis: Step-By-Step with Projects - Binning

Higher Ed
This video explains binning. This clip is from the chapter "Transforming Columns/Features" of the series "Python for Data Analysis: Step-By-Step with Projects".This section explains transforming columns/features.
Instructional Video0:43
Next Animation Studio

China air pollution: Air Quality Index explained

12th - Higher Ed
Air quality in Beijing has risen above hazardous levels in the last few days, reaching 755 on an index that measures particulate matter in the air with a diameter of 2.5 micrometers (PM2.5). A measurement above 100 is considered...
Instructional Video2:13
NASA

NASA Earth Expeditions: An Animated Tour

3rd - 11th
NASA takes you on a world tour with this animation as we kick off major new field campaigns to study regions of critical change from land, sea and air. Credit: NASA's Goddard Space Flight Center/Jefferson Beck
Instructional Video20:19
Curated Video

Python for Data Analysis: Step-By-Step with Projects - Extracting Date and Time

Higher Ed
This video explains extracting date and time. This clip is from the chapter "Transforming Columns/Features" of the series "Python for Data Analysis: Step-By-Step with Projects".This section explains transforming columns/features.
Instructional Video7:12
Curated Video

Indicator Species: How Different Species Indicate Pollution in the Environment

Higher Ed
This video discusses indicator species, which are organisms that can indicate the presence or absence of certain types of pollution in the environment. The video begins by defining pollution and its harmful effects on living organisms....
Instructional Video2:52
NASA

NASA Studies How Arctic Fires Change the World

3rd - 11th
Wildfires in the Arctic often burn far away from population centers, but their impacts are felt around the globe. From field and laboratory work to airborne campaigns and satellites, NASA is studying how climate change is contributing to...
Instructional Video16:29
Curated Video

Advanced Speaking: Environment Vocabulary in English

Pre-K - Higher Ed
Improve your advanced speaking with environment vocabulary in English. Useful for the IELTS speaking exam.