UNMC, Twitter, 2/28/2020 12:57:54 PM, 222092


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UNMC_2020-02-28_03-27-02.xlsx
UNMC_2020-02-28_03-27-02.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 28, 2020
Short Description:
UNMC via NodeXL http://bit.ly/3aeDV9y
@unmc
@unmc_drkhan
@thartman2u
@nebraskamegan
@nebraskamed
@cnn
@unmc_id
@cdcgov
@lyn_me
@howroute

Top hashtags:
#covid19
#coronavirus
#covidー19
#unmc
#diamondprincess
#omaha
#nih
#breaking
#remdesivir
#cdc

Description:
Description
The graph represents a network of 3,260 Twitter users whose recent tweets contained "UNMC", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 28 February 2020 at 12:15 UTC.

The tweets in the network were tweeted over the 9-day, 14-hour, 38-minute period from Tuesday, 18 February 2020 at 20:23 UTC to Friday, 28 February 2020 at 11:02 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 3260
Unique Edges : 6558
Edges With Duplicates : 5771
Total Edges : 12329
Number of Edge Types : 5
MentionsInRetweet : 3943
Replies to : 1344
Mentions : 5633
Retweet : 881
Tweet : 528
Self-Loops : 538
Reciprocated Vertex Pair Ratio : 0.0304686432572756
Reciprocated Edge Ratio : 0.0591355078228587
Connected Components : 265
Single-Vertex Connected Components : 147
Maximum Vertices in a Connected Component : 2751
Maximum Edges in a Connected Component : 11819
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.510426
Graph Density : 0.000709879390155059
Modularity : 0.45023
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 3,260 Twitter users whose recent tweets contained "UNMC", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 28 February 2020 at 12:15 UTC.

The tweets in the network were tweeted over the 9-day, 14-hour, 38-minute period from Tuesday, 18 February 2020 at 20:23 UTC to Friday, 28 February 2020 at 11:02 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : UNMC
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[51] https://www.ketv.com/article/11-people-test-positive-for-coronavirus-at-unmc/31029795
[44] https://time.com/5790545/first-covid-19-vaccine/?amp=true&__twitter_impression=true
[41] https://www.cnn.com/2020/02/18/health/nebraska-coronavirus-unmc-chicken-soup/index.html
[32] https://www.nytimes.com/2020/02/18/us/coronavirus-omaha-nebraska-medical-center.html
[20] https://www.omaha.com/livewellnebraska/unmc-starts-clinical-trial-on-possible-coronavirus-treatment/article_e31f3f6d-9279-5a04-8720-7aff6f935c8b.html
[17] https://www.cnn.com/2020/02/17/health/nebraska-coronavirus-unmc/index.html
[16] https://www.wowt.com/content/news/CDC-11-of-13-quarantined-at-UNMC-tested-positive-for-coronavirus-568060661.html
[14] https://journalstar.com/lifestyles/health-med-fit/health/unmc-launching-clinical-trials-for-experimental-coronavirus-therapy/article_2c47f4dc-b87d-5602-9525-72baa6b2c07a.html
[12] https://www.nytimes.com/2020/02/18/us/coronavirus-omaha-nebraska-medical-center.html?action=click&module=Top%20Stories&pgtype=Homepage
[11] https://www.omaha.com/livewellnebraska/health/unmc-starts-clinical-trial-on-possible-coronavirus-treatment/article_e31f3f6d-9279-5a04-8720-7aff6f935c8b.html

Top URLs in Tweet in G1:
[15] https://www.nytimes.com/2020/02/18/us/coronavirus-omaha-nebraska-medical-center.html
[6] https://video.foxnews.com/v/6135943333001
[5] https://video.foxnews.com/v/6136584550001
[4] https://www.nih.gov/news-events/news-releases/nih-clinical-trial-remdesivir-treat-covid-19-begins
[2] https://www.foxnews.com/opinion/dr-marc-siegel-charles-couger-in-fight-against-coronavirus-university-of-nebraska-plays-key-role
[2] https://www.wowt.com/content/news/CDC-11-of-13-quarantined-at-UNMC-tested-positive-for-coronavirus-568060661.html
[2] https://www.wowt.com/content/news/Positive-for-coronavirus-15th-quarantined-cruise-ship-passenger-headed-to-UNMC-568186991.html
[2] https://www.omaha.com/livewellnebraska/health/unmc-starts-clinical-trial-on-possible-coronavirus-treatment/article_e31f3f6d-9279-5a04-8720-7aff6f935c8b.html
[2] https://twitter.com/gatewaypundit/status/1226578907643678722
[2] https://www.ketv.com/article/clinical-trials-for-first-drug-to-treat-coronavirus-begin-at-university-of-nebraska-medical-center-covid/31099043

Top URLs in Tweet in G2:
[11] https://www.nytimes.com/2020/02/18/us/coronavirus-omaha-nebraska-medical-center.html
[11] https://www.nytimes.com/2020/02/18/us/coronavirus-omaha-nebraska-medical-center.html?action=click&module=Top%20Stories&pgtype=Homepage
[8] https://www.unmc.edu/bhecn/education/education-2020-heal-the-healer.html
[6] https://www.cnn.com/2020/02/17/health/nebraska-coronavirus-unmc/index.html
[5] https://time.com/5790545/first-covid-19-vaccine/?amp=true&__twitter_impression=true
[3] https://blog.unmc.edu/infectious-disease/2020/02/25/freedom-is-in-the-air-my-visit-to-sudan-a-born-again-country/
[3] https://www.niaid.nih.gov/news-events/nih-clinical-trial-remdesivir-treat-covid-19-begins
[3] https://www.nytimes.com/2020/02/18/us/coronavirus-omaha-nebraska-medical-center.html?referringSource=articleShare
[3] https://www.unmc.edu/news.cfm?match=25112&pk_campaign=email&pk_kwd=Dr_Shillcutt_to_appear_on_Hallmark_Channel_today
[2] https://www.unmc.edu/news.cfm?match=25036&pk_campaign=email&pk_kwd=Distinguished_Scientist_Kim_Scarsi_PharmD

Top URLs in Tweet in G3:
[4] https://journalstar.com/lifestyles/health-med-fit/health/unmc-launching-clinical-trials-for-experimental-coronavirus-therapy/article_2c47f4dc-b87d-5602-9525-72baa6b2c07a.html
[2] https://www.nbcnews.com/health/health-news/americans-should-prepare-coronavirus-spread-u-s-cdc-says-n1142556
[2] https://www.cdph.ca.gov/Programs/CID/DCDC/Pages/Immunization/nCOV2019.aspx
[2] https://twitter.com/mikecane/status/1231636653564887042
[2] https://www.cnn.com/2020/02/20/health/nebraska-coronavirus-positive-tests/index.html
[1] https://www.sixthtone.com/news/1005241/hospitals-say-lancet-articles-authors-werent-frontline-medics;text=Hospitals
[1] https://www.wsj.com/articles/gileads-coronavirus-drug-trial-slowed-due-to-lack-of-eligible-recruits-11582003594
[1] https://www.cnn.com/2020/02/18/health/sleep-bedtime-obesity-kids-wellness/index.html
[1] https://care.diabetesjournals.org/content/early/2020/01/22/dc19-0371
[1] https://www.deccanherald.com/international/south-korea-coronavirus-cases-up-by-two-thirds-in-a-day-806189.html

Top URLs in Tweet in G4:
[36] https://time.com/5790545/first-covid-19-vaccine/?amp=true&__twitter_impression=true
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221877
[3] https://www.nytimes.com/2020/02/18/us/coronavirus-omaha-nebraska-medical-center.html
[3] https://www.3newsnow.com/news/local-news/ne-medicine-11-of-13-evacuees-test-positive-for-coronavius
[2] https://www.unmc.edu/unmcchildcare/
[2] https://twitter.com/olgakhazan/status/1231975501004234752?s=19
[2] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[2] https://www.unmc.edu/news.cfm?match=25120
[2] https://www.klkntv.com/story/41816135/second-person-coming-to-unmc-for-coronavirus-monitoring
[2] https://www.3newsnow.com/news/local-news/as-cdc-warns-of-coronavirus-spread-unmc-begins-to-test-possible-treatment

Top URLs in Tweet in G5:
[19] https://www.cnn.com/2020/02/18/health/nebraska-coronavirus-unmc-chicken-soup/index.html
[14] https://www.ketv.com/article/11-people-test-positive-for-coronavirus-at-unmc/31029795
[6] https://www.wowt.com/content/news/CDC-11-of-13-quarantined-at-UNMC-tested-positive-for-coronavirus-568060661.html
[6] https://www.omaha.com/livewellnebraska/unmc-starts-clinical-trial-on-possible-coronavirus-treatment/article_e31f3f6d-9279-5a04-8720-7aff6f935c8b.html
[3] https://www.wowt.com/content/news/First-coronavirus-drug-trial-underway-at-UNMC-568174851.html
[3] https://www.omaha.com/livewellnebraska/health/unmc-starts-clinical-trial-on-possible-coronavirus-treatment/article_e31f3f6d-9279-5a04-8720-7aff6f935c8b.html
[2] https://www.cnn.com/2020/02/17/health/nebraska-coronavirus-unmc/index.html
[2] https://edition.cnn.com/2020/02/18/health/nebraska-coronavirus-unmc-chicken-soup/index.html
[2] https://www.proangrez.com/eleven-persons-check-optimistic-for-coronavirus-at-unmc-ketv-omaha/
[2] https://www.1011now.com/content/news/11-of-13-people--568060671.html

Top URLs in Tweet in G6:
[1] https://twitter.com/govricketts/status/1233171255362248706
[1] https://twitter.com/ChrisDunkerLJS/status/1230649790830120960
[1] https://twitter.com/UNMCFund/status/1230503264858210304
[1] https://www.nytimes.com/2020/02/18/us/coronavirus-omaha-nebraska-medical-center.html
[1] https://twitter.com/senshelby/status/1231671542582513665
[1] https://www.1011now.com/content/news/First-clinical-trial-for-drug-to-treat-coronavirus-underway-at-UNMC-568172921.html
[1] https://www.omaha.com/livewellnebraska/unmc-starts-clinical-trial-on-possible-coronavirus-treatment/article_e31f3f6d-9279-5a04-8720-7aff6f935c8b.html

Top URLs in Tweet in G7:
[6] https://www.ketv.com/article/11-people-test-positive-for-coronavirus-at-unmc/31029795
[4] https://www.cnn.com/2020/02/18/health/nebraska-coronavirus-unmc-chicken-soup/index.html#coronavirus#flu#chikensoup
[2] https://www.ketv.com/article/we-treated-the-entire-ship-as-a-hot-zone-unmc-doctor-helped-evacuate-americans-on-cruise-ship/31006864
[2] https://www.cnn.com/2020/02/18/health/nebraska-coronavirus-unmc-chicken-soup/index.html
[2] https://www.unmc.edu/news.cfm?match=25105
[1] https://www.wowt.com/content/news/Test-results-for-13-possibly-infected-with-coronavirus-will-take-days-to-confirm-567971621.html
[1] https://www.ketv.com/article/tickets-on-sale-for-popular-leadership-conference-in-omaha/31004140
[1] https://twitter.com/JohnOakey7/status/1232624167746449411
[1] https://www.ketv.com/article/clinical-trials-for-first-drug-to-treat-coronavirus-begin-at-university-of-nebraska-medical-center-covid/31099043
[1] https://trib.al/x51Ih9T

Top URLs in Tweet in G8:
[3] https://www.ketv.com/article/11-people-test-positive-for-coronavirus-at-unmc/31029795
[3] https://journalstar.com/lifestyles/health-med-fit/health/unmc-launching-clinical-trials-for-experimental-coronavirus-therapy/article_2c47f4dc-b87d-5602-9525-72baa6b2c07a.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[2] https://www.3newsnow.com/news/local-news/as-cdc-warns-of-coronavirus-spread-unmc-begins-to-test-possible-treatment
[2] https://journalstar.com/lifestyles/health-med-fit/health/unmc-launching-clinical-trials-for-experimental-coronavirus-therapy/article_2c47f4dc-b87d-5602-9525-72baa6b2c07a.html?utm_medium=social&utm_source=twitter_JournalStarNews
[1] https://twitter.com/3NewsNowOmaha/status/1230584374049017856
[1] https://www.3newsnow.com/news/local-news/ne-med-unmc-beginning-to-consider-quarantine-release-dates
[1] https://www.3newsnow.com/news/local-news/additional-person-with-coronavirus-coming-to-unmc-ne-med
[1] https://www.3newsnow.com/news/local-news/second-additional-person-with-coronavirus-coming-to-unmc-ne-med
[1] https://www.3newsnow.com/news/local-news/conditions-of-2-coronavirus-patients-improving-at-unmc-ne-med
[1] https://time.com/5790545/first-covid-19-vaccine/?amp=true&__twitter_impression=true

Top URLs in Tweet in G9:
[6] https://www.omaha.com/livewellnebraska/unmc-starts-clinical-trial-on-possible-coronavirus-treatment/article_e31f3f6d-9279-5a04-8720-7aff6f935c8b.html
[6] https://www.nytimes.com/2020/02/25/world/asia/coronavirus-news.html?emc=edit_na_20200225&ref=headline&nl=breaking-news&campaign_id=60&instance_id=0&segment_id=21605&user_id=4fd97d7a1a4c3a783f3f841211e1c59b®i_id=37500192
[5] https://www.omaha.com/livewellnebraska/health/unmc-starts-clinical-trial-on-possible-coronavirus-treatment/article_e31f3f6d-9279-5a04-8720-7aff6f935c8b.html
[5] https://www.omaha.com/livewellnebraska/unmc-starts-clinical-trial-on-possible-coronavirus-treatment/article_e31f3f6d-9279-5a04-8720-7aff6f935c8b.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[4] https://www.omaha.com/livewellnebraska/unc-starts-clinical-trial-on-possible-coronavirus-treatment/article_e31f3f6d-9279-5a04-8720-7aff6f935c8b.html
[4] https://www.omaha.com/livewellnebraska/two-coronavirus-patients-in-unmc-s-biocontainment-unit-improve-move/article_4adf31a1-7a86-586a-8fa8-0a9114437376.html
[4] https://www.omaha.com/livewellnebraska/of-travelers-who-came-to-omaha-from-cruise-ship-test/article_85adf339-c2d4-5f99-a014-0125f4288569.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[2] https://www.omaha.com/livewellnebraska/of-travelers-who-came-to-omaha-from-cruise-ship-test/article_85adf339-c2d4-5f99-a014-0125f4288569.html
[2] https://www.omaha.com/livewellnebraska/health/th-traveler-positive-for-coronavirus-to-arrive-at-unmc-campus/article_650d7589-a910-5fac-b365-a1f8489aabc7.html
[2] https://journalstar.com/lifestyles/health-med-fit/health/unmc-launching-clinical-trials-for-experimental-coronavirus-therapy/article_2c47f4dc-b87d-5602-9525-72baa6b2c07a.html

Top URLs in Tweet in G10:
[1] https://www.nih.gov/news-events/news-releases/nih-clinical-trial-remdesivir-treat-covid-19-begins#.XlVfvjJAHoY.twitter
[1] https://www.3newsnow.com/news/local-news/as-cdc-warns-of-coronavirus-spread-unmc-begins-to-test-possible-treatment
[1] https://flat.bio/story/107627/nih-launches-us-clinical-trial-gileads-coronavirus/

Top Domains
Top Domains in Tweet in Entire Graph:
[239] twitter.com
[94] ketv.com
[87] unmc.edu
[82] cnn.com
[77] omaha.com
[59] nytimes.com
[46] time.com
[38] journalstar.com
[30] wowt.com
[22] nih.gov

Top Domains in Tweet in G1:
[31] twitter.com
[19] nytimes.com
[13] foxnews.com
[8] omaha.com
[6] wowt.com
[6] nih.gov
[4] unmc.edu
[4] nebraska.tv
[4] ketv.com
[4] cnn.com

Top Domains in Tweet in G2:
[77] twitter.com
[54] unmc.edu
[27] nytimes.com
[9] cnn.com
[5] nih.gov
[5] time.com
[4] facebook.com
[4] ketv.com
[4] youtube.com
[3] nebraska.edu

Top Domains in Tweet in G3:
[48] twitter.com
[15] go.kr
[7] cnn.com
[7] gov.sg
[4] cdc.gov
[4] journalstar.com
[3] bbc.com
[3] scmp.com
[3] reuters.com
[3] nbcnews.com

Top Domains in Tweet in G4:
[40] twitter.com
[36] time.com
[11] unmc.edu
[9] 3newsnow.com
[5] omaha.com
[5] youtube.com
[4] nodexlgraphgallery.org
[3] unomaha.edu
[3] nytimes.com
[3] ketv.com

Top Domains in Tweet in G5:
[27] cnn.com
[17] ketv.com
[10] twitter.com
[10] wowt.com
[9] omaha.com
[7] unmc.edu
[5] journalstar.com
[4] linkedin.com
[4] panhandlepost.com
[4] northplattepost.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] nytimes.com
[1] 1011now.com
[1] omaha.com

Top Domains in Tweet in G7:
[11] ketv.com
[7] cnn.com
[2] wowt.com
[2] unmc.edu
[1] twitter.com
[1] trib.al

Top Domains in Tweet in G8:
[10] journalstar.com
[6] 3newsnow.com
[4] twitter.com
[3] ketv.com
[1] time.com
[1] nytimes.com
[1] wowt.com

Top Domains in Tweet in G9:
[38] omaha.com
[6] nytimes.com
[2] journalstar.com
[2] wowt.com
[1] nebraskamed.com
[1] youtube.com

Top Domains in Tweet in G10:
[1] nih.gov
[1] 3newsnow.com
[1] flat.bio

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[449] covid19
[422] coronavirus
[116] covidー19
[113] unmc
[108] diamondprincess
[93] omaha
[71] nih
[53] breaking
[48] remdesivir
[48] cdc



Top Hashtags in Tweet in G1:
[73] covidー19
[71] coronavirus
[48] covid19
[30] diamondprincess
[23] usa
[23] remdesivir
[8] nebraska
[8] breakingnews
[7] iamunmc
[7] covid2019

Top Hashtags in Tweet in G2:
[43] covid19
[25] covidー19
[23] coronavirus
[17] unmc
[15] remdesivir
[12] unmcmmi
[8] stem
[8] unmcalumni
[7] iamunmc
[6] sarscov2

Top Hashtags in Tweet in G3:
[183] covid19
[53] coronavirus
[32] sars2019
[30] us
[30] ne
[27] sars2019p
[12] publichealth
[11] sarscov2
[11] diamondprincess
[8] covid2019

Top Hashtags in Tweet in G4:
[62] unmc
[51] covid19
[50] coronavirus
[36] diamondprincess
[31] omaha
[12] lackland
[11] cdc
[10] ne
[9] unmciae
[8] leadership

Top Hashtags in Tweet in G5:
[12] coronavirus
[6] unmc
[4] omaha
[3] smartnews
[3] covid19
[2] coronoavirusoutbreak
[2] covid2019
[2] diamondprincess
[2] nih
[2] covidー19

Top Hashtags in Tweet in G7:
[79] coronavirus
[32] breaking
[5] covid19
[2] covidー19
[2] nebraska
[1] wuhan
[1] ican2020
[1] firstnews
[1] us
[1] ne

Top Hashtags in Tweet in G8:
[12] diamondprincess
[9] nebraska
[8] omaha
[5] breaking
[4] coronavirus
[3] virus
[3] cruise
[3] evacuation
[1] covid19
[1] cdc

Top Hashtags in Tweet in G9:
[12] breaking
[7] raygun
[2] coronavirus
[1] preparedness
[1] omaha
[1] unmc

Top Hashtags in Tweet in G10:
[53] nih
[8] covid19
[4] coronavirus
[2] covidー19
[2] msm
[2] breaking
[1] gilead
[1] remdesivir
[1] diamondprincess

Top Words
Top Words in Tweet in Entire Graph:
[4059] Words in Sentiment List#1: Positive
[2194] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[115275] Non-categorized Words
[121528] Total Words
[2532] unmc
[1088] nebraska
[734] coronavirus
[721] unmc_drkhan
[689] #coronavirus

Top Words in Tweet in G1:
[649] unmc
[315] trial
[205] clinical
[176] nebraska
[149] #coronavirus
[135] treatment
[126] first
[118] patients
[113] dr
[111] coronavirus

Top Words in Tweet in G2:
[451] unmc
[171] nebraska
[156] unmc_id
[139] dr
[135] patients
[129] coronavirus
[123] nebraskamed
[123] medicine
[117] center
[113] medical

Top Words in Tweet in G3:
[607] unmc_drkhan
[477] cases
[321] v2019n
[271] helenbranswell
[266] mackayim
[265] scottgottliebmd
[264] krutikakuppalli
[230] #covid19
[184] cdcgov
[183] total

Top Words in Tweet in G4:
[261] unmc
[95] #covid19
[91] #coronavirus
[74] #unmc
[62] #omaha
[59] coming
[58] #diamondprincess
[49] nebraskamed
[49] work
[49] more

Top Words in Tweet in G5:
[101] unmc
[76] coronavirus
[47] nebraska
[25] positive
[24] omaha
[23] people
[23] patients
[23] 11
[23] clinical
[22] trial

Top Words in Tweet in G6:
[157] unmc
[144] nebraska
[144] help
[93] care
[92] patients
[92] infectious
[92] proud
[90] physicians
[90] fighting
[90] pandemics

Top Words in Tweet in G7:
[172] unmc
[122] nebraska
[112] #coronavirus
[100] 13
[75] quarantine
[72] people
[72] medicine
[66] omaha
[63] take
[62] patients

Top Words in Tweet in G8:
[101] positive
[93] coronavirus
[89] tested
[88] nebraska
[80] cruise
[80] ship
[78] diamond
[78] princess
[76] people
[76] evacuated

Top Words in Tweet in G9:
[95] coronavirus
[67] unmc
[57] nebraska
[56] trial
[54] clinical
[53] treatment
[50] medical
[45] first
[40] center
[39] university

Top Words in Tweet in G10:
[58] unmc
[57] nebraska
[56] #coronavirus
[54] trial
[54] covid
[54] 19
[54] omaha
[53] clinical
[53] #nih
[53] begun

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[396] clinical,trial
[323] covid,19
[297] tested,positive
[295] university,nebraska
[273] nebraska,medicine
[270] medical,center
[263] scottgottliebmd,unmc_drkhan
[261] nebraska,medical
[244] helenbranswell,scottgottliebmd
[236] krutikakuppalli,helenbranswell

Top Word Pairs in Tweet in G1:
[162] clinical,trial
[90] first,clinical
[77] treatment,#covidー19
[69] nebraska,unmc
[69] 400,patients
[62] trial,#coronavirus
[62] possible,treatment
[61] trial,possible
[60] #covidー19,announced
[60] announced,nebraska

Top Word Pairs in Tweet in G2:
[92] medical,center
[88] nebraska,medical
[87] university,nebraska
[86] coronavirus,patients
[85] patients,chicken
[85] chicken,soup
[84] center,doctors
[84] doctors,giving
[84] giving,coronavirus
[84] soup,anti

Top Word Pairs in Tweet in G3:
[262] scottgottliebmd,unmc_drkhan
[243] helenbranswell,scottgottliebmd
[235] krutikakuppalli,helenbranswell
[216] unmc_drkhan,mackayim
[212] mackayim,v2019n
[104] today,total
[102] korea,#covid19
[95] unmc_drkhan,v2019n
[78] total,cases
[76] cases,daegu

Top Word Pairs in Tweet in G4:
[59] #covid19,#coronavirus
[38] coming,unmc
[36] ground,breaking
[36] breaking,work
[36] work,coming
[26] learn,more
[24] #coronavirus,#omaha
[23] #coronavirus,#diamondprincess
[20] bio,containment
[19] #unmc,#omaha

Top Word Pairs in Tweet in G5:
[19] positive,coronavirus
[17] clinical,trial
[16] chicken,soup
[16] test,positive
[14] patients,chicken
[14] soup,tylenol
[14] covid,19
[13] nebraska,doctors
[13] doctors,providing
[13] cruise,ship

Top Word Pairs in Tweet in G6:
[90] fighting,pandemics
[89] send,physicians
[89] physicians,nebraska
[89] nebraska,medicine
[89] medicine,unmc
[89] unmc,training
[89] training,experience
[89] experience,help
[89] help,patients
[89] patients,proud

Top Word Pairs in Tweet in G7:
[68] nebraska,medicine
[53] 13,people
[44] dr,mark
[44] mark,rupp
[43] tested,positive
[43] office,preparedness
[43] preparedness,response
[43] response,asked
[43] asked,unmc
[43] unmc,early

Top Word Pairs in Tweet in G8:
[88] tested,positive
[80] cruise,ship
[78] diamond,princess
[77] princess,cruise
[76] positive,coronavirus
[75] evacuated,diamond
[72] coronavirus,nebraska
[70] 11,people
[70] people,evacuated
[70] ship,japan

Top Word Pairs in Tweet in G9:
[52] clinical,trial
[39] university,nebraska
[39] nebraska,medical
[39] medical,center
[39] first,clinical
[34] experimental,treatment
[34] treatment,coronavirus
[33] united,states
[32] trial,united
[32] states,experimental

Top Word Pairs in Tweet in G10:
[54] covid,19
[53] clinical,trial
[53] university,nebraska
[53] nebraska,medical
[53] medical,center
[52] randomized,controlled
[52] controlled,clinical
[52] trial,#nih
[52] #nih,evaluate
[52] evaluate,safety

Top Replied-To
Top Replied-To in Entire Graph:
@unmc_drkhan
@secazar
@krutikakuppalli
@0bfusc8
@unmc
@nebraskamed
@krissymd3
@terrylerona
@omahawxstorms
@mackayim

Top Replied-To in G1:
@omahawxstorms
@govricketts
@drmarcsiegel
@grantturnermd
@joelschafer
@unmc_drkhan
@tova47118080
@repadriansmith
@unmc
@nebraskamed

Top Replied-To in G2:
@unmc_id
@unmc
@mohslab
@nprhealth
@actuallydrj
@unmc_gchs
@sastrong2017
@laurenedwardsmd
@nebraskamed
@rubraveenough

Top Replied-To in G3:
@unmc_drkhan
@krutikakuppalli
@0bfusc8
@terrylerona
@mackayim
@helenbranswell
@unmc
@reddotuna
@v2019n
@apiari

Top Replied-To in G4:
@krissymd3
@nebraskamed
@jasamsdestiny
@unmc
@glfadkt
@unmc_drkhan
@unmccoph
@thartman2u
@hyimjen
@boylelab

Top Replied-To in G5:

Top Replied-To in G6:
@nebraskamegan
@joelschafer
@haasch_palmer

Top Replied-To in G7:
@erinnicole7191
@ketv
@gazeofsol
@korupteddonkey
@veritacitly
@apex_ww
@bnodesk
@sarahfiliketv
@icarus_two

Top Replied-To in G8:
@lookner
@ai6yrham
@brianpiotrzkow1
@nebtoday

Top Replied-To in G9:
@misterantibully
@repdonbacon
@bosnerdley
@owhnews
@livecrisisnews
@cangmatt5

Top Replied-To in G10:
@megtirrell
@cnbc

Top Mentioned
Top Mentioned in Entire Graph:
@unmc
@unmc_drkhan
@nebraskamed
@v2019n
@cdcgov
@scottgottliebmd
@helenbranswell
@mackayim
@unmc_id
@krutikakuppalli

Top Mentioned in G1:
@unmc
@nebraskamed
@unmc_id
@charlescouger
@foxnewsopinion
@wowt6news
@foxnews
@cdcgov
@drmarcsiegel
@jeffreypgold

Top Mentioned in G2:
@unmc
@unmc_id
@nebraskamed
@jeffreypgold
@drhowardliu
@unmc_drkhan
@thenetec
@unmccoph
@drmarleydoyle
@nytimes

Top Mentioned in G3:
@unmc_drkhan
@v2019n
@scottgottliebmd
@helenbranswell
@mackayim
@krutikakuppalli
@cdcgov
@sporemoh
@unmc
@hokxela

Top Mentioned in G4:
@unmc
@nebraskamed
@unomaha
@johnshopkins
@hopkinsmedicine
@cdcgov
@unkearney
@unmc_drkhan
@unlincoln
@jeffreypgold

Top Mentioned in G5:
@bestnewsdotcom

Top Mentioned in G6:
@unmc
@nebraskamed
@kimscarsi
@nebraskamegan
@unmc_id

Top Mentioned in G7:
@ketv
@unmc
@howroute
@ddillardtv
@nebraskamed
@unmc_id
@lyn_me
@cdcgov
@washingtonpost
@cgeutexas

Top Mentioned in G8:
@lyn_me
@unmc
@journalstarnews
@lookner
@adjuvance_us
@nic_innovates
@nebengineering
@wallmartwalmart
@stephenmcdonell
@theblazingpress

Top Mentioned in G9:
@julieanderson41
@owhnews
@unmc
@livewellne
@cdcgov
@all435reps
@nytimes
@wowt6news

Top Mentioned in G10:
@cnbc
@helenbranswell
@unmc_drkhan
@columbia_cii
@onlyyoontv
@seemacnbc
@jimcramer
@kellycnbc
@courtreagan
@unmc_id

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@jurylady5
@ecointernetdrgb
@myplace4u
@twillynavy246
@onahunttoday
@just_old_joe
@homegypsy
@sudeepkhatri
@thehill

Top Tweeters in G1:
@myplace4u
@onahunttoday
@sudeepkhatri
@roswellstalkfm
@business
@jetrotter
@foxnews
@femtech_
@alykhansatchu
@suzost

Top Tweeters in G2:
@twillynavy246
@politicalbee
@slimchick1900
@mpendaraha18
@sherazkhannyc
@russmove
@sonnyjason2
@nytimes
@ikateufel
@jimboazil

Top Tweeters in G3:
@ungubunugu1274
@bearingtruth
@lolly_mudpie
@baronianconsult
@channelnewsasia
@mstepczyk
@sitesirius
@9b3or2qditmbdcd
@washingtonpost
@politico

Top Tweeters in G4:
@mooncindylu
@samhainnight
@justonepatriot
@pfanderson
@raulpacheco
@gma
@academicchatter
@jeremyhl
@10thcrusader
@slytwain

Top Tweeters in G5:
@pulpnews
@ecointernetdrgb
@dapathanguy
@theurbannewz
@ernstnordholt
@pippaliciousj
@omahagemgirl
@chico_barbon
@wsbt
@cbtuck62

Top Tweeters in G6:
@jnewtontm
@kathleenweidma2
@susandkh
@anonbene5
@cgoinggal
@princessmoses1
@by_mhrudolph
@cstu05
@drreznicek
@purplechrain

Top Tweeters in G7:
@jurylady5
@frlarousse2
@illathhassan
@henrygalvin88
@holdthelinetoni
@ketv
@kris_kinder
@humanwhohears
@janesepmeier
@cecalli_helper

Top Tweeters in G8:
@homegypsy
@gorinotsukudani
@miss_placed_
@pgrandee10
@girlzinger
@planetscape
@18diannem
@zooomingevy
@lizdolphinfluff
@salosso

Top Tweeters in G9:
@valsadie
@owhnews
@bosnerdley
@skywalkerplc3
@triumphtimes
@all435reps
@mikezeigle
@tessabd1
@mtursi2000
@pamelagirvin

Top Tweeters in G10:
@nayasala
@cnbc
@sminaev2015
@famartinez2001
@celestinogutirr
@tweetyburd
@jimcramer
@marina87251891
@socrandall3
@aquariusrising2


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