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ML-outage.html
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<!DOCTYPE HTML>
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<h3>Data Analysis on possible relationship between </h3>
<h2>Outage Duration Time in the U.S. and Potential Factors</h2>
<p> <strong>Team contribution: <br></strong>
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Project Management; Hypothesis; Data Cleaning & Wrangling; Exploratory Data Analysis; <br>
Conclusion & Discussion; Slides & Video presentation; Video Editing
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<div class="row aln-center col-6" style="display: flex; flex-direction: column; justify-content: center; align-items: center;">
<p>In the United States, power outages are always an interesting topic to research.
California, a big state which has more serious power issues than all other states.
There are many factors responsible for putting almost a million Americans into darkness:
environmental impact, climate change and population growth. 2020 as a special year, faces the worst power outage.
There are a variety of reasons that power outages happen. Thus, we raised our research question:
What is the most common reason that causes those major power outage in the continential U.S?
In addition, is there a relationship between the last time of outage with the electricity consumption and
number of consumer served in that state (and would that be specifically related to a certain category,
like residential, commercial, or industrial)? Is the land composition (percent of land and water) also a potential factor?
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<br>
<h3>The following file is our detailed project:</h3>
<embed src= "showcases/XiaoxuanZhang-PowerOutage.pdf" width= "880" height= "660">
<br>
<br>
<br>
<h3>Here is our recorded presentation:</h3>
<embed src= "https://www.youtube.com/embed/3F8wyYpwGhE" width= "880" height= "660">
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