Maps
Heatmap Video Shows the Migration of New Coronavirus Cases Over Time
Today’s new animated heatmap comes to us from City-Data.com and follows the trends of new confirmed coronavirus cases around the United States over time. The animation was created using Leaflet.js, Folium Python library, and Monosnap and was shared by a member of the City-Data team on Reddit who goes by the name /u/absurddreams. All data was sourced from the New York Times. Check it out below:
It’s no secret that an early epicenter of the coronavirus pandemic in the United States was New York City. As we now know, even though the virus itself originated in China, the origin of the major outbreak in New York has been traced to travelers from Europe. In the first few months of 2020, millions of travelers came to the U.S. from Europe through major NYC-area airports such as John F. Kennedy International Airport (JFK) and Newark Liberty International Airport (EWR).
A Time Line of Notable Trends:
- As the animation begins to unfold, a few hotspots begin to emerge, the most obvious of which is the aforementioned NYC area.
- As the end of April comes to pass, a number of pockets throughout the Central United States are visible, but the Northeastern United States are still dominate.
- However, when mid-May arrives, New York and the rest of the Northeast have faded significantly.
- By mid-June, new COVID-19 cases in the Northeast are negligible, almost completely gone, and the worst zones have shifted to Southern states where several growing pockets have emerged.
- As the clock dials around to present day (July 7th) the Southern states, particularly from eastern Texas to South Carolina, are inundated with new coronavirus cases.
The unfortunate and alarming surge in cases across the Southern and even Western states is likely an unfortunate side effect of states failing to impose lockdowns and guidelines to prevent the spread of the virus early on.
The sharp decline in New York and Northeast COVID-19 cases has been attributed to the comprehensive stay-at-home orders, face mask requirements, social distancing guidelines, etc. that were organized by those states. They have flatted the curve for now, but the pandemic is far from over.
As of the date of this publication, this video was last updated on July 8, 2020. See this video and other great visualizations on the City-Data.com COVID-19 graphs and animations page.
Business Visualizations
A Map Shows Where Remote Workers Choose to Live (and Avoid)
There are more remote workers in the U.S. than ever before. Ever since the coronavirus pandemic, a new way of work has swept the nation with workers and businesses opting to work remotely. While shared work and office spaces are popular, many people choose to work from the comfort of their homes. A new map created by Qualtrics shows us the most popular American cities for remote work and the least popular.
Click below to zoom
These cities had the highest percentage of remote workforces:
- Cary, NC remote workforce – 41.4%
- Frisco, TX remote workforce – 39.7%
- Bellevue, WA remote workforce – 38.6%
- Berkeley, CA remote workforce – 36.4%
- Seattle, WA remote workforce – 36%
- Arlington, VA remote workforce – 35.8%
- Fremont, CA remote workforce – 35.2%
- Scottsdale, AZ remote workforce – 34%
- Carlsbad, CA remote workforce – 33.8%
- Washington, DC remote workforce – 33.8%
At the other end of the spectrum, these cities had the fewest remote workers:
- Beaumont, Texas 3.7% remote workforce
- Odessa, Texas 3.8%
- El Monte, California 4.0%
- Tuscaloosa, Alabama 4.1%
- Paterson, New Jersey 4.6%
- Corpus Christi, Texas 4.7%
- Salinas, California 5.0%
- Midland, Texas 5.5%
- San Bernardino, California 5.5%
- Visalia, California 5.5%
Many people say they prefer remote work because of the money and time working from home saves. It makes sense that cities with a good cost of living and other attractive aspects would be home to more remote workers than expensive or unpleasant cities. Looking at this map gives us a good look at which cities people would choose to live in when they could truly choose to live anywhere!
Maps
This Map Shows the States with the Highest and Lowest Divorce Rates
The U.S. divorce rate is fairly high, leading many people to ask what factors play into the rates. From economics to religion, there are many factors that can impact whether a marriage ends in happily ever after or a parting of ways. The team at Joslyn Law Firm gives us insight into one specific aspect: location. They calculated the highest and lowest divorce rates in cities across the U.S. and plotted them out on this map.
The map is both easy to read and informative. The high divorce rate locations are highlighted in yellow and the low divorce rate cities are blue. Taking a look at these pinpoints all over the U.S. we see a variety of cities across the U.S. featured. The team listed the top 25 cities for both statistics.
These were the top ten results for cities with the highest divorce rates:
- Medford, OR
- Fort Smith, AR-OK
- Dothan, AL
- Deltona-Daytona Beach-Ormond Beach, FL
- Charleston, WV
- Bangor, ME
- Pueblo, CO
- Texarkana, TX-AR
- Kingsport-Bristol, TN-VA
- Jackson, MI
Medford is a small city in Oregon with an average population that’s a little on the older end. Conventional wisdom suggests this could lead to higher divorce rates because the younger generations are getting married later in life and are trending toward longer marriages, whereas “gray divorce” (divorce over age 65) is becoming more common. As for low divorce rates, the city of Provo-Orem, Utah may top the list because of the high Mormon population, a religion that forbids divorce.
Maps
Mapping Drug Raids Across the U.S.
The Drug Enforcement Administration is tasked with ending drug trafficking in the United States. They’ve had a lot of success by undergoing a crucial operation: raiding drug labs. Drug labs are the source of a huge chunk of illegal drugs in the U.S. They’re used to create dangerous substances like methamphetamines. The key to stopping the illegal drug trade is to stop drug production at the source. The team at Joslyn Law Firm shows us the centers of these raids by mapping out the U.S. cities with the most raids in over a ten-year span. With this map we can see changing trends in drug trafficking.
Click to zoom
The team presents us with one map and a few graphs. On the map we see the cities with the highest average number of raids between 2014 and 2023. Below, graphs show these cities raids on a yearly basis in this time span, as well as a graph comparing each state’s numbers.
Michigan has the highest number of drug raids. There are some unique aspects to this state that make it a hot spot. The state has a border with Canada that cuts through the Great Lakes. This watery border gives drug traffickers and easier way to move illegal goods in and out of the country. Michigan also has high unemployment rates and fewer economic opportunities, which leads more people to turn to drug use and sales. Michigan also produces many of the chemicals used in synthetic drugs, so drug labs have an easier time getting a hold of supplies. Learn more with the team’s extensive information and data.
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