COVID-19 Impact on Supply Chain

Was the COVID-19 Pandemic a wake up call for those businesses who are dependant on the world’s supply chain? Let’s face it everyone is dependent in one way or another on the world’s supply chain. But do we really understand what’s going on? Check out this video blog as experts take a look at the supply chain and the impact of COVID-19.

What’s going on with the world’s supply chain?

Enigma Forensics is wondering about the impact the Coronavirus/COVID-19 pandemic has had on the world’s supply chain. Lee Neubecker sits down (virtually) with Geary Sikich from Logical Management Systems. Both agree the spread of Coronavirus/COVID-19 has been a wake-up call for the world.

First of all, we think it’s safe to say everyone is feeling the impact of COVID-19! It has been devastating for every human being on the planet. What have we learned? Supply chains that carry life-saving products were pinched off and that presented a huge shortage sending the medical professionals and government agencies scrambling to provide much-needed protective medical supplies. Many businesses are dependent on global sourcing and have now found themselves facing hard choices amid the supply chain disruptions.

Both Lee and Geary, agree shipping is an under-reported issue that has been negatively impacted by COVID-19. We all know the story of stranded cruise ships that were quarantined at sea and as a result cruise ships became super-spreaders of the virus. But, what about the shipping industry? Specifically, cargo, oil tankers, and container ships. We know these types of goods transports have limited crews, to begin with, and now we have learned that some of these ships have been quarantined at sea. If they make it into port they are quarantined based on the fact the products they are transporting could possibly be infected. Check out this video to learn more about the COVID-19 impact on the supply chain.

Was COVID-19 pandemic a wake up call?

Lee Neubecker (LN): I am here today with who is that? Geary Sikich, you wore your mask.

Geary Sikich (GS): Yes I’ve been completely protected with this mask.

LN: Is that comfortable?

GS: No, it’s hot and it is made out of rubber. So it’s to kind of a, not the greatest mask in the world if you choose to wear one but it’s good for comedy and it’s almost Halloween so.

LN: So how much did that set you back?

GS: $10 on Amazon

LN: Now how’s the breathability of that thing?

GS: Actually the breathability is pretty good. It actually is pretty good. Then, the biggest issue you face with it is just that you’re going to have body heat kind of contained. If you don’t wear it for a long period of time or you don’t have headphones on you should be okay.

LN: So I had you on the show today. I wanted to ask you some questions about what impact the COVID-19 pandemic is having on our trade environment with imports and exports.

GS: So in general, as the pandemic started to evolve, we saw the impact in a number of different areas. There was a lot of impact on the cessation of imports by countries China, for example, ceased and used force measures to stop oil shipments from coming in. The US has had a big backlog on all their ports, because of concern over making sure that what’s coming into the country is not tainted. The bigger impact and this was one that really is kind of been under-reported if you will, has been that the shipping industry., now take cruise lines out of it ’cause they got a tremendous amount of media coverage with cases there. But what we have is a real issue with shipping, the ships that are container ships, bulk ships, cargo ships of all types, including your large oil carriers. There is a limitation of people who serve on those ships, crews. There’s been a lot of crews that because of Coronavirus/COVID-19 infection on a ship have been quarantined out at sea. And so we’re seeing ships being taken off usage because they’re sitting being quarantined. We’re seeing so a disruption in the supply chain because of a key component of the supply chain, not related to the end products or the originating product.

LN: So all the just in time delivery and assembly is really a parenting problem we say can’t rely on the GPS and calculated travel time.

GS: And actually there’s been another issue that’s come up with, with the systems on ships because of cybersecurity obviously, and in a general way, but they’ve had a tremendous impact in those areas because of that. So shipping has been hit majorly as has air transport because airlines have cut back so tremendously on flights.

LN: All right so in terms of some of the supply chain security programs they have out there, what are you seeing that companies are doing to protect their supply chain implementing these programs?

GS: A lot of what I see right now is that companies are trying to find alternative suppliers so that they can have a broader base of supply chain. So from where we were single-source supply, we’re now looking at moving towards multiple source supply so that they can continually keep a feed of supply coming in.

LN: Yeah because I’d imagine if certain regions experienced the COVID-19 outbreak more, that would disrupt the supply either going to or coming from that region.

GS: Yeah, and you think about things like border closures, you think about things like the inspection process, the concern over whether or not there is going to be contamination coming in in a cargo container you know, may have.

LN: Are they having, in some cases are they having the ships quarantined when they arrive?

GS: In a lot of cases

LN: Before they are unloaded?

GS: Yeah and that impacts tremendously because you got to take a look at the shipping industry and the cargo shipping. They have gone from smaller cargo ships to mega cargo ships. And these mega cargo ships can have, you know, a lot of containers, hundreds of containers if not more. And the problem is when you lock in a ship like that, your shipment may be one of many that gets stuck. And when you take that size ship out of service you can’t replace it very quickly because what happens in the industry is very simple. They’ve gone to larger ships to carry greater amounts. So economy of scale, and they’ve taken the smaller ships and as is now the case with the cruise industry they’re in yards in India and various other countries and shipbreaking yards. So they’re completely being taken apart and they’re no longer part of the service of shipping that’s out there. Now so replenishment of the container, the vessel, is going to have an impact. And if you take one out, you don’t have an easy replacement for it.

LN: Geary well, thanks a bunch for being on the show. I really appreciate it.

GS: Thank you Lee I appreciate your time.

To Learn More About Logistical Management Check out this website

http://logicalmanagement.com/

Shelter in Place or Open Up?

Where do you stand? Stay sheltered in place or open up? We all have felt the pain of this pandemic. Is it time to open up are restaurants? Enigma Forensics wants to know your thoughts.

Is fear holding us back from moving forward?

Where do you stand? Shelter in place or open up! Is fear holding you back? If you don’t know what’s going on in the world today apparently you have been living under a rock. It seems so long ago when Enigma Forensics Lee Neubecker and Geary Sikich, President of Logistics Management Systems warned of what was to come and further outlined what would be the global impact. Enigma Forensics started posting our first post about COVID-19, Coronavirus: The Global Impact was on March 6.

Mayor Lightfoot announced today that Chicago will not be able to open restaurants for outdoor seating on May 29. It’s different than what the state has outlined. As stated by the City of Chicago, we will be following “Protecting Chicago” framework. The City will be using this guide to govern Chicago’s reopening process amid COVID-19. The framework – organized into five phases in alignment with the State of Illinois’ “Restore Illinois” plan – will advise Chicagoans on how to safely exit from shelter-in-place while continuing to prioritize the health of our most vulnerable residents.

Did we anticipated COVID-19 spread to the U.S. to wreak havoc like it has? Absolutely not. Even though this is a play book that has never been written before, Lee Neubecker drew upon his cyber forensic skills and made it the company’s focus to track information on the rise of positive cases and deaths. Our intention was to save lives!

Illinois is now ranking third for COVID-19 cases behind New Jersey (#2) and New York (#1). According to the Illinois Department of Health, as of 5/21 Illinois has (102,687) Positive Cases and (4,607) Deaths and (672,723 ) Tests performed. Over all, according to the Center of Disease Control reports, the US has (1,581,903) Positive Cases, (93,806) Deaths, and (301,341) Recovered Cases.

Education trumps fear. Wear a mask and wash your hands. Based on these numbers, where do you stand? Stay in shelter in place or open up?

It started when…CDC: Center for Disease Control announced first COVID-19 case in the United States. Jan. 21.

https://www.cbsnews.com/news/coronavirus-centers-for-disease-control-first-case-united-states/

On Tuesday, March 13, we helped Cook County Clerk Karen Yarbrough spread the word on safe voting tips and how to keep yourself safe.

We wondered what was the fastest growing Zip Code in Illinois.Enigma Forensics started tracking COVID-19, on 3/8.

We uncovered the highest growth rate and reached out to the Hispanic Community Leaders

COVID-19 Account for 60% of Latino Neighborhoods

In early April, Latino communities in Chicago experienced a fast growing number of COVIS-10 Cases.

As of 4/14/20, the Top Fastest growing Illinois Zip Codes reporting new COVID-19 cases shifted disproportionately to Latino populations based on the ethnic racial makeup of those Zip Codes. The CDC needs to immediately begin releasing detailed data on actual confirmed Coronavirus positive cases and deaths by Zip Code to help effectively target emerging hot pockets. There remains no available data reporting death’s by zip code impacting the Latino community.

Of the 710,648 people that live in the top 10 Zip Codes (2014 Census estimates from https://zipdatamaps.com/), the racial break down of these combined communities is as follows:

Racial Group2014 Population% of Population
White159,87022%
Black or African American76,32311%
Hispanic / Latino428,16960%
All Others46,2867%
All Groups Top 10 Zip Codes710,648
Source data Illinois Department of Public Health compiled daily by Enigma Forensics to report 2 day trailing growth rates of the virus.

This new data suggests that Mayor Lightfoot’s campaign targeting African American and other communities has been highly effective at slowing growth rates in many majority African American and other neighborhoods where English is broadly spoken. The growth rates in majority Latino neighborhoods suggests similar outreach efforts and analysis is needed targeting Latino neighborhoods where the virus is growing at the highest rates across Illinois.

Yesterday, a coalition of Latino leaders issued a press release calling on such a well needed outreach campaign to address the unique cultural and language needs of the Latino communities.

Other observed trends from yesterday’s data is the emergence of University Village into the top position for fastest growing Zip Code statewide at an alarming rate of 27% daily growth over the most recent 2 day period. We speculate that this may be a result of UIC and possibly the increase in availability of rapid testing in that zip code.

[visualizer id=”7708″]

Coronavirus Case Growth Highest in Hispanic Communities

Hispanic Communities are getting hit hard with COVID-19, they have the fastest growth of all the combined population. See the data.

Using data obtained from the Illinois Department of Public Health’s website on 4/12/20 and the preceding days, we established a regularly updated summary of the fastest growing Zip Codes in Illinois sorted by 2 day growth rate and filtered by Zip Codes that have passed 100 diagnosed COVID-19 / Coronavirus positive cases.

Our analysis of the top fastest growth Zip Codes that all have experienced an average growth rate at or in excess of 10% led us to cross reference the population. Of those fastest growing 19 Zip Codes from 4/10 to 4/12, the combined population is majority Hispanic. This finding doesn’t negate that the black community is being devastated by this pandemic in greater numbers at present in Chicago, but does suggest transmission rates may be greater within the Hispanic community. This information means that communities with rapidly growing Coronavirus cases need to take immediate steps to ensure essential workers are being provided appropriate training, protective equipment and rapid testing. Many businesses in economically struggling communities are failing to protect their workers and customers and this needs to change promptly. Resources need to be prioritized to brown and black communities being disproportionately impacted by this outbreak.

Population Totals for the 19 Fastest Growing Coronavirus Confirmed Positive Zip Codes in Illinois

White369,243
Black or African American203,409
Hispanic678,050
American Indian1,158
Asian59,386
Pacific Islander248
Other2,447
Two or More Races14,668
Click Excel link below to see the complete data

[visualizer id=”7648″]

View the most recent updated Illinois COVID-19 Statistics

Related Articles

Latino Communities in Chicagoland are Experiencing The Greatest Growth of Coronavirus Cases

Chicagoland Latino Community on track to lead in COVID-19 Deaths. Quick action is needed to educate and protect the Latino Community. View these actions to help save lives.

The Illinois Department of Public Health issued an update today with the latest count of confirmed Coronavirus test positive cases including numerous new Zip Codes that made the list. We analyzed and updated the top 20 emerging Illinois Zip Codes and see a significant pattern emerging. We excluded from our ranking any Zip Code that hasn’t reported 100 or more confirmed positive cases. The top 20 communities on our list have more than twice as many Latinos than any other race impacted by the virus.

Latino communities are ranking in the top fastest growing areas reporting positive tests for the Coronavirus. Something needs to happen fast to help protect this vital part of our community that is being impacted at a growing rate by the virus.

  • All vital stores should have chalk or tape markings outside store entrances delimiting 6 feet minimum spacing
  • Stores need to take accountability for ensuring customers maintain 6 feet of spacing
  • Cashiers, clerks, stock persons, food service workers all need employer provided protective masks and gloves
  • Stores should implement mask only hours to protect those that are the most vulnerable
  • Government agencies need to spot check and enforce these measures in the short term
  • More rapid 5 minute tests need to be made available to anyone with a fever in these emerging areas
  • Essential business should be required to conduct daily temperature checks at the start of the work day for each employee.

The previous measures if implemented would slow this down.

Data originates from https://www.zipdatamaps.com/ and depicts the total population counts reported from 2014 census estimates compiled by zipdatamaps.com for the top 20 fastest 3 day average growth rates reported.

Zip Codes having fewer than 100 Confirmed Coronavirus Positive Cases were excluded from today’s ranking by growth Top 20

Zip Codes with less than 100 Confirmed Cases as of 4/11/20 were excluded from the ranking based on daily average growth rate, highest to lowest.

Demographic data for each Zip Code obtained from https://www.zipdatamaps.com/
Daily counts of Confirmed Coronavirus cases taken daily since 4/8/20 from the Illinois Department of Public Health. https://www.dph.illinois.gov/covid19/covid19-statistics

Click Excel Button at Bottom to View All Data

[visualizer id=”7598″]

View All Illinois Zip Codes with More than 100 Coronavirus Cases

Top 10 Coronavirus Confirmed Positive Growth Zip Codes in Illinois

The following data was compiled using the Illinois Department of Public Health’s daily statistics showing Coronavirus / COVID-19 Confirmed Positive Statistics taken from each of the last three day reports. The ranking is based on the 2 day average daily growth rate. Demographic data has been added from the website illinois-demographics.com to help better understand the communities impacted. The data shows statistics reported as of April 10th, 2020.

Yesterday I spent time driving into some of the Zip Codes that were experiencing the greatest growth rates that reported 100 or more Coronavirus confirmed positive tests. I observed a lack of social distancing with many young African American men not practicing social distancing or wearing protective masks or gloves congregating outside various essential businesses like retail stores and liquor stores. I observed an instance amongst young male Latinos as well. I observed problems at shopping centers with essential staff not having protective clothing or enforcing social distancing at the entrances or inside their stores. Customers entering stores generally are not wearing protective wraps around their faces.

It appears that these locations are economically disadvantaged largely. The residents of these zip codes need help in being educated on prevention measures to curtail the expanding growth rates of the Coronavirus. Businesses operating may need government inspectors to enforce social distancing recommendations through outreach. Ticketing of individuals willfully disregarding social distancing measures in larger groups may be necessary. The State of Illinois should prioritize deployment of the new Rapid 5 minute test equipment to suspected Coronavirus patients in these zip codes to more effectively curtail the growth of the virus to the general surrounding population. Essential service workers need to be wearing protective covering of some sort to help minimize and slow the virus transmission. A ban on shopping to customers not wearing protective coverings may need to be considered in the highest growth areas to protect those residents.

Click the Excel button below to copy the data above into a sortable spreadsheet.

[visualizer id=”7568″]

View all Illinois Zip Codes with 100 or more Coronavirus Confirmed Positive Cases ranked from fastest growing to slowest growing.

Latino Communities Taking the Lead in COVID-19 Rate of Growth

Fastest Growing Zip Codes with more than 100 confirmed Coronavirus cases

The fastest growing zip code with more than 100 confirmed positive diagnosis for COVID-19 is 60632. Brighton Park is the Chicago Community just East of Chicago Midway Airport. 88% of the population in this Zip Code is Latino. The runner up, 60608 which includes the Pilsen neighborhood and has just over 50% of the population identified as Hispanic or Latino. In third place is 60804 which is Cicero’s Zip Code. 60804 is 85% Hispanic of Latino.

State RankingZip Code4/8/204/9/20Net Change
160632, (East of Midway) Chicago, IL9211019.6%
260608, (Pilsen) Chicago, IL15818718.4%
360804 Cicero, IL12014218.3%
4600168610016.3%
56062316318815.3%
6606169210615.2%
76062415117113.2%
86061411412913.2%
96061215617612.8%
106065115717712.7%

See the latest rankings for all of Illinois

Top 10 Illinois Zip Codes with Largest Confirmed Corona Positive Cases

The Illinois Department of Public Health has begun publishing zip code level Coronavirus / COVID-19 Confirmed Positive cases. This data was captured as of 4/8/2020 4:15PM from http://www.dph.illinois.gov/covid19/covid19-statistics

The top 10 Zip Codes in Illinois reporting the highest number of Coronavirus / COVID-19 Confirmed Positive Cases

Top Cook County Locations Where Coronavirus / COVID-19 Confirmed Cases have been reported.
Zip CodePositive CasesCity – Neighborhood – CountyPeople per sq mile% of Population in Zip Code Black
60645272Chicago – West Ridge – (Cook)20,05514%
60620269Chicago – Auburn Gresham – (Cook)10,19198%
60619238Chicago – Chatham – (Cook)10,60197%
60628229Chicago – Roseland – (Cook)6,61295%
60617209South Chicago – (Cook)6,07056%
60644184Chicago – Austin – (Cook)13,88594%
60085178Waukegan – (Lake)4,79119%
60643178Beverly – (Cook)6,80075%
60623163Chicago – South Lawndale (Cook)17,19633%
60629162Chicago – Chicago Lawn (Cook)16,72623%
Six out of the top ten zip codes in Illinois with the highest total confirmed Coronavirus confirmed positive cases are majority black / African American population centers. Income, population, density and race appear to be factors in test positive rates. Incarceration rates by zip code we plan to look into as well to see if there appears to be a correlation. African Americans make up a disproportionate part of the prison population. This seems to be impacting them at a much higher rate.

Waukegan may be higher due to it being home to Abbott Laboratories which recently reported availability of Coronavirus rapid 5 minute test units.

Social Distancing Photos in Hot Zones

60644 Chicago Austin Photo Taken @ 4/9/20 9:30AM

60628 Chicago 100 W. 95th @ 4/9/20 10:30AM

60620, Family Dollar, 7927 S Ashland Ave, Chicago, IL 60620 @ 4/9:20 10:30AM

60620 Home Depot taking appropriate measures 200-232 W 87th St Chicago, IL 60620

State Ranking Coronavirus / COVID-19 Zip Codes reporting more than 5 Confirmed Positives as of 4/9/20

State RankingZip Code4/8/204/9/20Net Change
1606202692928.6%
2606452722854.8%
36061923826511.3%
4606282292383.9%
5606172092268.1%
66064418420410.9%
76008517819610.1%
8606431781927.9%
96062316318815.3%
106060815818718.4%
116062916218111.7%
126065115717712.7%
136061215617612.8%
146062415117113.2%
15604111581686.3%
166063914616211.0%
176064914716210.2%
18606341361499.6%
19606181351425.2%
206080412014218.3%
21606371241369.7%
22606591321341.5%
23606251281333.9%
246063611713011.1%
256061411412913.2%
26606571201243.3%
27604021151237.0%
286062211012311.8%
296046611012210.9%
30606521161214.3%
316065310811910.2%
326060910311410.7%
33606131071146.5%
34604431011119.9%
35606329211019.6%
36606151091090.0%
3760638991089.1%
38606401011075.9%
39606169210615.2%
40604099410410.6%
4160076961026.3%
4260435981024.1%
4360025971014.1%
4460104921019.8%
45600168610016.3%
4660901921008.7%
476062694984.3%
486045388969.1%
4960621849614.3%
5060473839413.3%
516064788935.7%
526052786904.7%
536007781888.6%
5460440788610.3%
556082782864.9%
566041978859.0%
576063080845.0%
586064176816.6%
596061078802.6%
606020177770.0%
6160655667716.7%
626003576760.0%
6360153657616.9%
646070774762.7%
656007374751.4%
666060770757.1%
6760426657413.8%
686047868748.8%
6960099637112.7%
706043866717.6%
716009369701.4%
726006862689.7%
736066063664.8%
7460087536522.6%
7560101546316.7%
76604296563-3.1%
7760586556314.5%
786006258615.2%
7960506526117.3%
806009160600.0%
816020258603.4%
8260446495920.4%
836061158591.7%
846063155597.3%
856047155585.5%
866004556571.8%
876006456571.8%
886043054575.6%
896071452567.7%
9060148495512.2%
9160406505510.0%
926015451545.9%
936044151545.9%
946001552531.9%
9560302465213.0%
9660462425121.4%
976005649502.0%
986064648504.2%
996018847494.3%
1006042345498.9%
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10260656424916.7%
1036060546484.3%
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1066005343454.7%
1076045542457.1%
1086008941447.3%
10960431404410.0%
1106049042444.8%
11160026394310.3%
1126003142432.4%
11360133374316.2%
11460459384313.2%
11560525364319.4%
11660805384313.2%
1176001840425.0%
1186043341422.4%
1196010639415.1%
1206012037408.1%
1216012338405.3%
1226012637408.1%
1236013937408.1%
1246018540400.0%
1256040339402.6%
1266065439402.6%
12760107333918.2%
1286013036398.3%
1296013137395.4%
1306018138392.6%
13160477353911.4%
1326042536385.6%
1336045235388.6%
13460565303826.7%
1356071237382.7%
13660505293727.6%
13760164283628.6%
1386019335362.9%
13960484313616.1%
14060706313616.1%
1416004633356.1%
1426007432359.4%
1436042232359.4%
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1456041731349.7%
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1476051732346.3%
14860004303310.0%
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15060463283317.9%
15160467293313.8%
1526056432333.1%
15360007293210.3%
15460098273218.5%
15560432283110.7%
15660475283110.7%
1576006028307.1%
1586054329303.4%
1596060128307.1%
16060047262911.5%
16160439242920.8%
1626013728280.0%
1636045126287.7%
1646050427283.7%
16560516232821.7%
16660544252812.0%
1676055927283.7%
16860563252812.0%
1696044525278.0%
1706046525278.0%
1716048725278.0%
1726001424268.3%
1736016225264.0%
1746040425264.0%
1756041524268.3%
1766064225264.0%
1776170125264.0%
17860061222513.6%
1796010223258.7%
1806010324254.2%
1816051325250.0%
1826124423258.7%
18360044212414.3%
1846015523244.3%
18560436212414.3%
18660448212414.3%
1876063322249.1%
18860803212414.3%
1896003022234.5%
1906017222234.5%
1916046123230.0%
19260585202315.0%
1936001321224.8%
19460084192215.8%
1956054622220.0%
1966091422220.0%
197628010222200.0%
19860005172123.5%
19960010192110.5%
20060108192110.5%
2016018920215.0%
20261265172123.5%
20360050162025.0%
2046017119205.3%
20560194182011.1%
2066052119205.3%
2076256820200.0%
20862901162025.0%
2096017519190.0%
2106040118195.6%
2116044918195.6%
2126045719190.0%
21360515171911.8%
21460540171911.8%
21562040171911.8%
21660008161812.5%
2176043417185.9%
21860472161812.5%
2196051417185.9%
2206182217185.9%
22162226141828.6%
22262233141828.6%
22362236718157.1%
2246005116176.3%
2256006717170.0%
226601691817-5.6%
2276030416176.3%
2286052317170.0%
2296120117170.0%
2306011516160.0%
23160418141614.3%
23260502131623.1%
2336053216160.0%
2346066116160.0%
2356176116160.0%
2366222116160.0%
23762269141614.3%
2386000214157.1%
23960156131515.4%
2406044214157.1%
2416229814157.1%
2426008313147.7%
24360110101440.0%
2446017414140.0%
24561704121416.7%
24662002121416.7%
24762223111427.3%
2486002213130.0%
2496013413130.0%
250601421413-7.1%
2516017613130.0%
252602031413-7.1%
2536052612138.3%
2546004312120.0%
2556016581250.0%
25660458101220.0%
25760501101220.0%
2586056012120.0%
2596108112120.0%
2606202511129.1%
2616220811129.1%
26260012101110.0%
2636006911110.0%
26460081101110.0%
2656012411110.0%
2666054291122.2%
2676060611110.0%
2686002010100.0%
2696014010100.0%
2706017710100.0%
2716030591011.1%
2726046491011.1%
2736048281025.0%
2746050310100.0%
2756053871042.9%
2766095081025.0%
2776110271042.9%
2786180110100.0%
2796182110100.0%
2806220691011.1%
281622341110-9.1%
2826270281025.0%
28360070990.0%
28460118990.0%
28560163990.0%
286604698912.5%
287605347928.6%
28860558990.0%
28961802990.0%
290626508912.5%
29160136880.0%
292601737814.3%
29360178880.0%
29460301880.0%
29560410880.0%
296604507814.3%
29762278880.0%
2986230508800.0%
29960042770.0%
30060191770.0%
30160192770.0%
30260468770.0%
30360510770.0%
30460545770.0%
30560554770.0%
306609646716.7%
307611096716.7%
30861241770.0%
3096176407700.0%
31062220770.0%
31162258770.0%
31262265770.0%
3136230107700.0%
31462711770.0%
3156011906600.0%
31660143660.0%
31760187660.0%
31860551660.0%
31960555660.0%
3206103206600.0%
3216110306600.0%
32261114660.0%
32361282660.0%
32461853660.0%
32561910660.0%
3266203406600.0%
32762035660.0%
32862959660.0%
329600416 -100.0%
330620956 -100.0%

Top Locations in U.S. Where Corona Deaths Are Ramping

These are locations that report 3 or more Corona Related Deaths. Only 1 of these 28 locations has their Daily Growth rate under 30%. Medical supplies are desperately needed at these locations.

Average Daily Growth Rate= ((3/27 Confirmed Cases – 3/23 Confirmed Cases)/(3/23 Confirmed Cases))/Days Elapsed

Estimated Confirmed Positive Cases One Week Out = 3/27 Confirmed Cases * (1 + Average Daily Growth Rate)* (1 + Average Daily Growth Rate)* (1 + Average Daily Growth Rate)* (1 + Average Daily Growth Rate)* (1 + Average Daily Growth Rate)* (1 + Average Daily Growth Rate)* (1 + Average Daily Growth Rate)

Note: The average daily growth rate will slow before exceeding the max population. E.G. IN-Marion will not continue at the experienced average 245% daily growth rate.

The Transcript of the Video Follows:

Kitty Kurth (KK): Good morning! Today we’re here with Lee Neubecker from Enigma Forensics. A renowned data analyst, computer forensics expert, and inquisitive mind. Lee’s been thinking about the corona virus and looking into data. The data that’s out there in the world and taking it in, and looking at how we can analyze this data and what we can learn from it. Lee, tell us about what you’ve been doing.

Lee Neubecker (LN): Yes well, like everyone else I’ve been holed up at home in my basement and I’ve been wanting to think about, what can I do to help impact positive change, and what can my team do. And we decided we wanted to use our time to help minimize the spread of the virus and to help minimize death, so that’s my new mission that gives me something to wake up for and do, because certainly in the short term most client work is on hold because the courts are closed.

KK: So what, yesterday you released some data, can you tell us about where you got the data, what it was, and what it means. What you did with it, what it means.

LN: Yes, well like everyone else, I’ve been looking at the John Hopkins data map and they have a really nice visualization tool that lets you see the data as it’s updated. And I was examining their site and I discovered they had a GitHub repository where they’re uploading every day around 7pm central time. And as I looked at the data, I thought, you know there’s some interesting things that probably could be done that aren’t happening yet, such as looking at the penetration rate. If the county data just became available of the reporting, I looked out at the census and found some data from the census that included the population by county. So I started mapping out the population by county so that I could come up with something that I’m calling penetration rate. Which is essentially, what percent of the population has tested positive for the virus. And that information’s useful because it can give us some idea of, you know, how saturated will things be. Unfortunately though, the testing kits aren’t widely available so, it’s difficult to know for certain what’s happening as it relates to testing. More telling though is the data relating to deaths of corona virus, and that’s something that I was looking at this morning. And it has some, you know, really interesting things to talk about.

KK: What did you find when you were looking at that data? And the data you released yesterday, didn’t it show that there are 10 counties that are particularly in dire straits, or will be in dire straits, where the county officials should telling everybody to stay home.

LN: Yeah here’s my data model, are you able to see that? On screen, great. So, what I did is I thought, let’s look at locations that have 10 or more positive tests, and have, what are top 10 locations with 10 or more positive tests, that have the greatest rate of daily growth. And those are areas that no one’s talking about right now but I thought it was important to talk about that because they may think they’re safe. They may not know that someone’s begun passing the virus in the community. And so, you know, I identified places like Jackson, Michigan, which isn’t too far from where my family members are. They may not know there that they have a problem. They may not have public health professionals like Cook County has, dedicated to looking at the data. So, I thought it was important that we get the word out to some of these communities, that they’re emerging very fast with their growth of corona positive tests.

KK: There were some new data that you looked at last night, and some new things that you found, what did you find today?

LN: I wanted to look at where are people actually having deaths reported. So I looked at, where are there three or more deaths in the US. And because the tests are less reliable, you know, the confirmed test because there aren’t enough tests out there. But the places where people are actually starting to die, those are the places that are going to need a lot of medical supplies and help. And so today I published a new list of 29 locations. Let me resort this here by death rate. And death rate is a calculation, you know, how many deaths relative to the population. So for instance, in Dougherty, Georgia. They have the highest death rate, which may mean they’re in dire need of medical supplies. But they’re a very low population area.

KK: Georgia is one of the places that nobody’s been talking about at all. LN: Yeah and you can see there that, their population’s 87,000 roughly. They’ve had six deaths, but in terms of death rate, they’re at the top of it. So, you know, the public needs to look at what’s going on there. Are they keeping their kids at home? Are schools still open? Now those are important questions. Are people cavalier about it? You know, what’s the characteristic of the people who passed away? Are they all in a nursing home? There’s a lot of other things that can be looked into here. KK: Is there a cluster, are they all in one place? Or are they people that are out circulating in the community?

LN: Exactly.

KK: Is one of them the letter carrier? And then Louisiana has a high death rate and we heard about the fact that there are numerous cases there. Washington State it looks like is also high. New York, New Jersey. Connecticut is really growing it looks like. But then Colorado, no one has talked about that this one county in Colorado, El Paso County seems to have a really high rate. And Milwaukee, Wisconsin. People aren’t really talking about that either.

LN: If you look at Cook County, Illinois. What this is showing in my opinion is that despite the fact that we have a lot of cases, our health care system is keeping up, and keeping people from dying. So, you know, looking at how LA’s performing, what’s LA getting in terms of resources, and what’s the quality of their health care versus Dougherty, Georgia, or King, Washington, or some of these other places. You know, it’s very disheartening for instance to see Dougherty, Georgia, they’re at a 71% increase in testing over just a few days. That’s a average daily increase. They’ve actually, you know, more than almost tripled in just a few days.

KK: And again, that’s something that at least in the national media, no one is addressing Georgia. So, you know, we don’t know. I hope Georgia realizes they have a problem but no one else has talked about the fact that Georgia has a problem.

LN: The White House did say yesterday, that they wanted to try to address the counties where the hotspots are. So these are the hotspots. Some would say we should be doing this at the state level, and not focusing just on the county. But these counties definitely need attention.

KK: These counties need attention but what I heard the White House also say was, “we’re going to let counties be free if they’re not affected, then they can open up for business again.” And I don’t know about other states but here in Illinois, people go across the Cook County, Lake County, Cook County, DuPage County, Cook County, Will County borders pretty frequently. And sometimes several times in a day. So I don’t see how a plan to let places quote open up for business on a county by county basis could be helpful.

LN: Yeah but, you know, one of the things that I’ll be looking at as I update data. We’ll be looking at what’s going on in these counties. Are they sending alert out to people? If people aren’t aware that they’re having a daily increase of 128%, like Marion, Indiana. Their increase rate is alarming, 128%.

KK: And I don’t know about today, but historically Marion has been a place with a lot of manufacturing, and if people are working side by side in factories, that could be a huge problem. Thank you very much, and we’ll put up another post tomorrow and the next day as more data becomes available. Thank you Lee Neubecker and Enigma Forensics.

LN: Thank you.

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