In this video, I will explore the data set ‘Climate Change: Earth Surface Temperature Data’ in Kaggle that combines 1.6 billion temperature reports from 16 pre-existing archives by the Berkeley Earth, which is affiliated with Lawrence Berkeley National Laboratory. I will be exploring and plotting the data in RStudio, discussing evidence to suggest rapid climate change in the United States, causes/effects of climate change, and potential solutions.
Links:
Original Kaggle dataset: https://www.kaggle.com/berkeleyearth/climate-change-earth-surface-temperature-data
Link to user J. ALEJANDRO GELVES’s Kaggle post where I replicate his codes: https://www.kaggle.com/jagelves/continental-us-climate-change-1850-2013
Link to user Frank Kloster’s Kaggle post: https://www.kaggle.com/frankkloster/global-warming-in-the-us/report
Link to user VIVEKMANGIPUDI’s Kaggle post: https://www.kaggle.com/stansilas/animation-of-us-states-temperature-1850-2013/data
Climate change definition (NASA): https://www.nasa.gov/audience/forstudents/k-4/stories/nasa-knows/what-is-climate-change-k4.html
Evidence of climate change (NASA): https://climate.nasa.gov/evidence/
Causes of climate change (NASA): https://climate.nasa.gov/causes/
Effects of climate change (NASA): https://climate.nasa.gov/effects/
Climate change solutions (Greenpeace): https://www.greenpeace.org.uk/challenges/climate-change/solutions-climate-change/
Global greenhouse gas emissions data (EPA): https://www.epa.gov/ghgemissions/global-greenhouse-gas-emissions-data
Timestamps:
0:00 Introduction + Definitions
1:31 Data Wrangling in RStudio
6:12 Data Visualization Summary
8:44 Is Climate Change Real?
9:56 Causes of Climate Change
10:45 Effects of climate change
13:50 Potential solutions
#climate #change #unitedstates #globalwarming #data #visualizations
☞ About me:
My name is Victor Lai, and I am pursuing an MBA at the UC Davis Graduate School of Management. My content on this channel is primarily about my life, school, and travel experiences.
💻 Contact: victorlaiinfo@gmail.com
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