Below you’ll find the weekly update, courtesy of StatSocial’s Crisis Insights service, tracking and ranking each state based on engagement with online discussions of COVID-19.
For those new to Crisis Insights: The subscription service has been built using StatSocial’s Silhouette™ social data platform. The service is a tool for brands, marketers, and agencies seeking to understand the rapidly changing dynamics of their customers who, as a result of the uncertainty born of the COVID-19 pandemic, are finding their customer dynamics shifting during these trying times.
The 50 United States, ranked by online engagement with Novel Coronavirus / COVID-19 topics, from most engaged to least
Explanation of the above data: The scores on the above chart are index scores. Used for convenience here, these scores summarize, at-a-glance, the degrees to which social media content related to novel coronavirus / COVID-19 topics have been engaged with by the residents of each state.
The index scores are calculated based on contrasting the above described statistics with the entire United States population’s engagement with novel coronavirus / COVID-19 topics. A level score of 100 is used to represent this national number, and the scores on the above graphic report the degrees to which each state’s engagement is in excess of or is equal to (represented in green), or falls short of (represented in red) that baseline.
Each state’s engagement has been broken out by week (the first three to have transpired since Crisis Insights’ launch). This allows you to see how engagement has increased, decreased, or held steady week-to-week.
The data used for Crisis Insights’ reporting is collected and analyzed daily, and then reported to subscribers as rolling seven and 30-day averages (as well as a full data series).
In addition to the insights shared here — regarding where each state’s residents stand when it comes to engagement with topics surrounding the COVID-19 matter — this also offers a small glimpse into how our constantly revised, amended, and well-presented reporting allows brands to observe, compare, and retain context for customer behaviors, concerns, affinities, etc., as they shift, change, and are even replaced over the coming weeks and months.
The top ranked state this week is the state StatSocial calls home, and the one hardest hit by the virus (both in terms of diagnosed cases and fatalities). For residents of New York, and especially New York City, there is a very real need to keep up to date on the day-to-day developments around the virus, and the sharp economic downturn that came along with its arrival. This news is of importance to everyone right now, of course, but there is an additional practical urgency for New York’s residents.
This is why its not at all surprising to see that, while topping the list, consumption of discussion and content related to the Novel Coronavirus crisis is only trending upward among the state’s citizens.
As of this week, the degree of engagement among the Empire State’s residents exceeds the national average by 1.418 times. The week of 4/12 to 4/18/20 has seen found the state consuming, interacting, and/or engaging with COVID-19 related content to the greatest degree to date.
Massachusetts (the top ranked state last week) is ranked second here. The state’s citizens have been engaging with online content pertaining to the virus, and all related matters, to a degree exceeding the baseline by 1.412 times.
The week of 4/12 to 4/18/20 was the state’s highest week of engagement to date, and in an overall way the state’s engagement is trending upward.
Maryland — the state with the 13th most diagnosed cases, 7th most confirmed deaths — is ranked 3rd here, but engagement has been steadily trending downward.
Michigan experienced the third largest number of new fatalities last week (after New York and New Jersey), and has also contended with the third largest number overall. Engagement among the state’s residents is trending upward,
Utah, the state with the 30th most diagnosed cases (and 29th most new cases as of the past week), and 44th highest number of confirmed deaths from the virus, finds its engagement overall trending upward. The state’s week of highest engagement to date was the week of 4/5 to 4/11/20.
Mississippi, retains its position as the state with the lowest degree of engagement from last week. Averaging the engagement trends of the last three weeks indicated on the above chart shows that engagement has been trending downward, with the week of 4/12 to 4/18/20 showing an especially sharp increase.
Wisconsin, which is ranked 31st above, finds engagement among its residents decidedly trending upward. To date, the state has the 26th largest number of overall diagnosed cases and the 19th largest number of confirmed fatalities.
We eagerly invite you to visit our Crisis Insights page here, and to reach out to us to learn a great deal more about the service, and to check out a demo.
As before, and as always, we sincerely hope that all reading are doing as well as circumstances allow, and are safe.
What are Crisis Insights?
Crisis Insights provides subscribers with near real-time updates on how the unprecedented climate in which we all find ourselves is affecting consumer sentiment, both among the general public, as well as a brand’s specific customers.
Changes in consumer sentiment are tracked in this reporting, for 32 crisis-related segments, across four general categories:
People concerned about the Covid-19 epidemic
People concerned about the direction of the economy
People coping and adjusting to the ‘new normal’ environment
General attitudes and psychographic outlook of the population
With that we encourage you to continue to revisit the blog for more insights of this nature, including our weekly updates of this chart.
And most importantly, we hope that you and yours are remaining as safe and healthy as your situations allow. Please be well.
We encourage you to visit these previously shared Crisis Insights related posts:
StatSocial analyzed the most loyal customers of America’s largest airlines and identified which travel destinations they are most likely to visit, relative to other air travelers. Of course, these lists do favor many of each airline’s hub cities, but this is nonetheless another example of the predictive power of social media engagement data. Click here to download the PDF version of this report.
With air travel — much as with real estate — location counts for just about everything. It’s likely for the best that you don’t contemplate that statement too hard.
For this entry, we sorted through the customer data for the United States’ major airlines; from there, we calculated the top five most prominent (over-indexed) travel destinations among each.
What We Know, and What We Do
StatSocial’s affinity datasets are culled from the individual profiles of over 1.2 billion social media users. Our analysis considers over 80,000 unique attributes. As a result, we provide an in-depth breakdown of things such as an audience’s passions, media preferences, behaviors, favorite influencers, personality traits, Digital Tribes, and — in this instance — travel destinations.
Leaving On a Jet Plane…
The calculations outlined below were made using the average American social consumer as our baseline.
The below chart provides an at-a-glance summary. Beneath it, we’ll get a little deeper into things.
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American Airlines is one of the largest airlines in the world. Their planes — of which they have more than any other airline on the planet — take-off from airports in over 50 countries, around 6,700 times a day.
The third biggest city, in the nation’s second largest state, also so happens to be where American Airlines is headquartered. We say that knowing that coincidence is likely not the only reason for the region’s prominence here.
Dallas/Fort Worth International Airport is the fourth busiest airport in the United States, in part because it is American’s largest hub. The airline’s most avid travelers head to Dallas to a degree exceeding the average United States audience member by 7.18 times.
Florida’s cultural and financial capital finds itself as the second most highly indexed destination among American’s flyers. The great City of Miami finds regular visitors among the airline’s customers to a degree exceeding our baseline by 4.48 times.
Our nation’s capital is the third most highly indexed destination found here. American’s most loyal customers make their way to D.C. to a degree that exceeds the U.S. average by 3.78 times.
Texas’ capital — a town the likes of which you could only find in the U.S. — is American’s fourth most over-indexed destination. It finds favor among these travelers to a degree exceeding the baseline by 3.46 times.
The American Airlines faithful make their dreams of Beantown a reality to a degree that exceeds the average U.S. social media audience by three times.
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From its humble beginnings in the cropdusting biz, in 1924, Delta Airlines has come some way. As of this writing, it is the most valuable airline in the world (in terms of assets and market cap).
This airline’s home city is the most highly-indexed among their most loyal customers. This statistic would be noteworthy, whatever the case, but Hartsfield-Jackson Atlanta International Airport is the busiest in the world. This result is all the more dramatic, still, when you consider that those who make Atlanta a routine destination can be found among this group to a degree exceeding the baseline by 8.88 times.
The Mini-Apple, famously keeps it cool in the wintertime but that does nothing to deter those travelers who choose Delta. The airline’s customers visit Minneapolis with a frequency greater than the average American air traveler by 7.35 times.
The Space Needle’s home greets Delta’s flyers to an extent that exceeds the baseline by 3.41 times.
San Francisco, California
You won’t find many who will raise a fuss when confronted with the declaration that San Francisco is one of America’s prettiest cities. It seems you’ll find even fewer among the group being analyzed here, as Delta’s customers travel to The Golden City to a degree that exceeds the baseline by 2.91 times.
Los Angeles, California
“This is the city: Los Angeles, California. My name’s Friday. I carry a badge.”
An ancient pop culture reference will have to do, as there’s not much else to say regarding this great town. While many are known to make their way to the City of Angels, day in and day out, Delta’s travelers do so to a degree exceeding our baseline by 2.11 times.
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This New York based airline is the baby of the bunch here, having been founded in 1998 (and having first taken to the skies in 2000). This comparably youthful airline has managed to do just fine for themselves during that time, with last year’s ‘Fortune 500’ ranking the company at 402.
With jetBlue providing nearly hourly shuttle service out of New York’s La Guardia Airport — as well as regular service out of D.C. — heading up to Boston each day, this result is not entirely surprising. Still, the airline’s most loyal customers make their way “to the banks of the River Charles” to a degree exceeding the baseline by 9.33 times.
New York, New York
What goes north, for our purposes here, must come south. No doubt, the above referenced shuttle service has contributed to StatSocial’s home city being so highly indexed. The airline’s customers arrive in Gotham with a regularity exceeding what you’d find among the average American audience by 5.39 times.
Another’s of our nation’s most popular travel destinations finds particular favor here. jetBlue’s most loyal customers fly to Orlando to an extent that exceeds the baseline by 4.73 times.
The airline’s loyal travelers arrive in Miami with a frequency that exceeds the average American air traveler by 2.87 times.
Los Angeles, California
Sure, you must have heard of L.A. It’s where all the movie stars come from, among other things. It would seem that jetBlue’s customers fly there — whether they’ve ever heard of it or not — to a degree that exceeds our baseline by 2.62 times.
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This once regional airline first threw its hat into the skies in the late-60s. Southwest carries the most domestic passengers of any airline in the United States.
Music City welcomes the likes of Southwest’s loyal customers to a degree that exceeds the baseline by 7.52 times.
Southwest’s hometown of Dallas is a favorite destination among the airlines most loyal travelers to a degree exceeding the baseline by 5.80 times.
Southwest passengers arrive in Austin with a frequency that exceeds the average U.S. audience by 5.63 times.
Southwest customers fly to Phoenix with a frequency that exceeds the baseline by 4.44 times.
San Diego, California
The perfect weather alone might convince one to cancel any return flights from this, America’s Finest City™ (their nickname, not ours, although it’s a great town, no doubt). Southwest flyers, whatever their plans afterward, arrive here with a regularity that exceeds our baseline by 3.88 times.
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One of the nation’s air travel perennials, United Airlines flies to over 231 destinations, in just about 50 countries.
San Francisco, California
United’s customers fly to SF — for what are no doubt innumerable reasons — to a degree that exceeds our baseline by 5.95 times.
The capital of these here United States, welcomes those flying upon the planes of that there United Airlines, to an extent exceeding our baseline by 4.85 times.
It’s none of our concern what clubs one may or may not join while up in the skies (although, please do respect FAA regulations). When folks join the Mile High City club, though — by which we mean the group of people routinely traveling to Denver — we do take notice. Members of this auspicious population can be found among United’s most loyal customers to a degree exceeding the baseline by 4.80 times.
The City of Big Shoulders — also home to the airline’s HQ — greets United flyers to an extent exceeding our baseline by 4.60 times.
Do not mess with the largest city in the Lone Star State. But do fly there, as a great many of United’s most loyal customers do. Indeed, said customers fly there to a degree exceeding our baseline by 4.11 times.
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Take a Sniff Around
Insights on top of insights can be found by the curious reader who chooses to poke around the StatSocial blog here. Peruse the many entries, offering all kinds of insights, studies, and deep dives to better acquaint you with the capabilities of StatSocial.
Throughout the blog are many examples of the sorts of insights that can only be gained with StatSocial.