unmc, Twitter, 3/15/2023 11:39:05 PM, 291303


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unmc_2023-03-15_16-28-01.xlsx
unmc_2023-03-15_16-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 15, 2023
Short Description:
unmc via NodeXL https://bit.ly/3YOZhTS
@unmc
@thartman2u
@unmc_id
@claudinnetweets
@hd_bacchus
@unmc_im
@globalcmrpt
@jonathanrydermd
@amymannielou
@nebraskasower

Top hashtags:
#unmc
#h5n1
#iamunmc
#medtwitter
#hpai
#unmcim
#covid19
#unmcmmi
#meded
#unmcgivingday

Description:
Description
The graph represents a network of 3,343 Twitter users whose recent tweets contained "unmc", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 23:34 UTC.

The tweets in the network were tweeted over the 1488-day, 8-hour, 12-minute period from Friday, 15 February 2019 at 15:47 UTC to Wednesday, 15 March 2023 at 00:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 3343
Unique Edges : 4731
Edges With Duplicates : 11849
Total Edges : 16580
Number of Edge Types : 9
Mentions : 2160
Retweet : 2487
MentionsInRetweet : 5111
Replies to : 880
MentionsInReplyTo : 3742
Tweet : 1018
MentionsInQuote : 654
MentionsInQuoteReply : 252
Quote : 276
Self-Loops : 1595
Reciprocated Vertex Pair Ratio : 0.0857459481922704
Reciprocated Edge Ratio : 0.157948456238836
Connected Components : 227
Single-Vertex Connected Components : 129
Maximum Vertices in a Connected Component : 2870
Maximum Edges in a Connected Component : 15722
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.713946
Graph Density : 0.000701556151433733
Modularity : 0.34141
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,343 Twitter users whose recent tweets contained "unmc", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 23:34 UTC.

The tweets in the network were tweeted over the 1488-day, 8-hour, 12-minute period from Friday, 15 February 2019 at 15:47 UTC to Wednesday, 15 March 2023 at 00:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[19] https://www.unmc.edu/newsroom/2021/04/21/project-reveals-asymptomatic-spread-of-covid-19-in-schools/
[18] https://www.unmc.edu/newsroom/2023/02/06/unmc-researchers-recognized-as-top-in-their-fields/
[18] https://twitter.com/adam_deutsch22/status/1614089993789779968/photo/1
[17] https://www.unmc.edu/newsroom/2023/01/29/remembering-diana-florescu-md/
[16] https://twitter.com/asimshabbir54/status/1632181400014057472/photo/1
[15] https://www.jacc.org/doi/10.1016/j.jaccas.2022.101716
[14] https://www.unmc.edu/healthsecurity/transmission/
[13] https://twitter.com/unmc/status/1625556389723574284/photo/1
[13] https://unmc.peopleadmin.com/postings/77524
[12] https://www.unmc.edu/newsroom/2023/01/18/dr-parker-to-lead-general-internal-medicine-division/

Top URLs in Tweet in G1:
[11] https://unmc.edu/ubeats
[10] https://www.unmc.edu/newsroom/2023/02/06/unmc-researchers-recognized-as-top-in-their-fields/
[10] https://www.unmc.edu/newsroom/2023/01/18/dr-parker-to-lead-general-internal-medicine-division/
[9] https://twitter.com/unmc/status/1625556389723574284/photo/1
[8] https://unmc.edu/bhecn/education/online-training/core-topics-webinars.html
[7] https://www.unmc.edu/newsroom/2023/02/01/black-history-month-unmc-has-a-series-of-events-planned/
[7] https://www.unmc.edu/gradstudies/programs/doctoral/nursing/index.html
[7] https://www.unmc.edu/newsroom/2023/01/16/unmc-innovator-accepted-into-entrepreneurship-program/
[6] https://www.unmc.edu/newsroom/2023/01/11/remembering-tom-rosenquist-phd-unmcs-first-vice-chancellor-for-research/
[6] https://www.unmc.edu/newsroom/2023/03/09/dr-florescu-honored-as-unmc-scientist-laureate/

Top URLs in Tweet in G2:
[7] http://worldsolutions.work/2021/02/28/us-universities-colleges-48-nebraska-5/
[4] https://twitter.com/unmc/status/1626686134129512646/video/1
[4] https://twitter.com/IAGovernor/status/1620480343223726080/photo/1
[4] https://twitter.com/unmccscash/status/1624423208395964417/photo/1
[4] https://www.unmc.edu/publichealth/cscash/resources/index.html
[4] https://twitter.com/sandoztigers/status/1618346201816109057/photo/1
[4] https://twitter.com/OmahaMBB/status/1621561295366492163/photo/1
[4] https://unlcorexmuw.qualtrics.com/jfe/form/SV_dcXDNwDogwYHpPg
[4] https://unl.az1.qualtrics.com/jfe/form/SV_6fcUTp4mkJohGKi
[4] https://dhhs-dbhtraining.unl.edu/wp-content/uploads/2023/02/pharma-flyer-v1.pdf

Top URLs in Tweet in G3:
[13] https://www.unmc.edu/healthsecurity/transmission/
[8] https://www.unmc.edu/healthsecurity/transmission/2023/02/17/what-is-marburg-virus-and-should-we-be-worried/
[7] https://www.unmc.edu/healthsecurity/transmission/2023/02/21/bird-flu-kills-sea-lions-and-thousands-of-pelicans-in-perus-protected-areas/
[5] https://www.globalcrisismgmtrpt.com/
[4] https://www.unmc.edu/healthsecurity/transmission/2023/03/14/8-dead-skunks-found-in-vancouver-and-richmond-test-positive-for-avian-flu/
[4] https://www.unmc.edu/healthsecurity/transmission/2023/03/14/how-to-handle-the-bird-flu/
[4] https://www.unmc.edu/healthsecurity/transmission/2023/02/17/what-bird-flu-reminds-us-about-influenza-pandemics/
[4] https://twitter.com/globalcmrpt/status/1631791724887506947/photo/1
[4] https://twitter.com/RepDonBacon/status/1623101524644593665/photo/1
[4] https://twitter.com/DrPsychMD/status/1618827019034431488/photo/1

Top URLs in Tweet in G4:
[10] https://www.unmc.edu/newsroom/2023/01/29/remembering-diana-florescu-md/
[3] https://twitter.com/UNMC_ID/status/1620115278528135168
[2] https://academic.oup.com/ofid/article/10/3/ofad065/7025972
[2] https://unmc.zoom.us/j/491510053?pwd=TzNVVzRIUW5aV1JCbXhZVDZXRTZVdz09
[1] https://twitter.com/TempleID1/status/1616126821296226319/photo/1
[1] https://twitter.com/unmc/status/1622627145070571523
[1] https://blog.unmc.edu/infectious-disease/2023/01/30/remembering-dr-diana-florescu/
[1] https://twitter.com/UNMC_ID/status/1620115278528135168/photo/1
[1] https://blog.unmc.edu/infectious-disease/2023/02/08/unmc-id-celebrates-national-black-women-physicians-day/
[1] https://blog.unmc.edu/infectious-disease/2023/01/20/recognizing-dr-diana-florescu-scientist-laureate/

Top URLs in Tweet in G5:
[16] https://twitter.com/asimshabbir54/status/1632181400014057472/photo/1
[15] https://www.jacc.org/doi/10.1016/j.jaccas.2022.101716
[4] https://twitter.com/CvUnmc/status/1622786913294770176/photo/1
[4] https://twitter.com/Pooh_Velagapudi/status/1630374772172369921/photo/1
[4] https://twitter.com/Pooh_Velagapudi/status/1632389015193174018/photo/1
[4] https://twitter.com/Kristen_BrownMD/status/1634338850204971009/photo/1
[4] https://twitter.com/asimshabbir54/status/1634289088323899411/photo/1
[3] https://twitter.com/AGoldsweig/status/1630579586898571267/photo/1
[3] https://twitter.com/Pooh_Velagapudi/status/1621860969059356672/photo/1
[3] https://twitter.com/swlundgren/status/1618251731242213381/photo/1

Top URLs in Tweet in G6:
[5] https://twitter.com/kehutchins77/status/1626979887318986753/photo/1
[4] https://twitter.com/PeakNatapatMD/status/1627843673839861762/photo/1
[4] https://twitter.com/kehutchins77/status/1631782369936941058/photo/1
[4] https://twitter.com/AmCollegeGastro/status/1630620970372284423/photo/1
[3] https://www.unmc.edu/newsroom/2023/02/06/unmc-researchers-recognized-as-top-in-their-fields/
[2] https://twitter.com/UNMC_GIHEP/status/1573367140014755842/photo/1
[2] https://twitter.com/kehutchins77/status/1628906718427070468/photo/1
[2] https://twitter.com/oliviamannon/status/1615089011722452992/photo/1
[1] https://twitter.com/PeakNatapatMD/status/1620203808856104961/photo/1
[1] https://twitter.com/PeakNatapatMD/status/1626599020243087360/photo/1

Top URLs in Tweet in G7:
[4] https://twitter.com/PoncaTribeofNE/status/1628907750997778432/photo/1
[4] https://twitter.com/Northeast_SAC/status/1625871972382003203/photo/1
[4] https://twitter.com/Northeast_SAC/status/1625720574696718336/photo/1
[4] https://twitter.com/Northeast_SAC/status/1635317517467160577/photo/1
[4] https://twitter.com/BulldogsPHS/status/1625595998390067226/photo/1
[3] https://www.unmc.edu/publichealth/research/alten/index.html
[3] https://nebraskaexaminer.com/briefs/unmc-official-predicts-next-two-months-will-be-real-ugly-due-to-new-super-kraken-covid-19-variant/
[3] https://www.genomoncology.com/go-demos/streamlining-precision-oncology-processes-at-the-university-of-nebraska-medical-center
[3] https://twitter.com/Northeast_SAC/status/1613004173707968512/photo/1
[3] https://twitter.com/Northeast_SAC/status/1618046003982249984/photo/1

Top URLs in Tweet in G8:
[4] https://twitter.com/HD_Bacchus/status/1627824905940254721/photo/1
[2] https://twitter.com/CreightonSOM/status/1621223979124932615/photo/1
[1] https://twitter.com/HD_Bacchus/status/1633456825017438210
[1] https://rumble.com/v2co7rs-anti-nato-rally-poles-protest-participation-in-russia-ukraine-conflict.html
[1] https://twitter.com/HD_Bacchus/status/1627824905940254721
[1] https://twitter.com/HD_Bacchus/status/1634761214285975554
[1] https://twitter.com/HD_Bacchus/status/1626389668421074946

Top URLs in Tweet in G9:
[4] https://twitter.com/kcarlsonphd/status/1635700206942535680/photo/1
[3] https://www.unmc.edu/newsroom/2023/02/23/unmc-researchers-make-key-discovery-in-chemo-resistance/
[3] https://twitter.com/kcarlsonphd/status/1627020893183528961/photo/1
[2] https://www.unmc.edu/genetics/research/labs/ghosal-lab/index.html
[2] https://twitter.com/UNMC_GCBA/status/1624000389329702912/photo/1
[1] https://www.unmc.edu/genetics/faculty/bios/ghosal.html
[1] https://twitter.com/NCICancerBio/status/1624479125363621890/photo/1
[1] https://www.unmc.edu/newsroom/2021/02/17/new-investigator-leah-cook-phd/
[1] https://www.unmc.edu/pathology-research/cancer-biology/cooklab/index.html
[1] https://twitter.com/NCICancerBio/status/1624432728069242880/photo/1

Top URLs in Tweet in G10:
[4] https://twitter.com/amymannielou/status/1629664665117622272/photo/1
[3] https://twitter.com/amymannielou/status/1628184882173157376/photo/1
[3] https://www.ketv.com/article/new-unmc-study-warns-nebraska-farmers-of-cancer-risks/42479069?utm_campaign=snd-autopilot
[2] https://www.ketv.com/article/unmc-doctor-trying-to-rescue-sick-mother-from-ukraine/42998874?utm_campaign=snd-autopilot
[1] https://www.wowt.com/2023/02/16/unmc-hears-public-input-upcoming-saddle-creek-corridor-changes/
[1] https://www.wowt.com/2022/08/12/ongoing-unmc-study-looks-into-pediatric-brain-tumors-within-nebraska/?outputType=amp
[1] https://metastatictrialtalk.org/inside-clinical-trials/after-finding-a-trial/?utm_medium=social&utm_source=twitter&utm_campaign=Jan2023&utm_content=TW012023

Top Domains
Top Domains in Tweet in Entire Graph:
[1717] twitter.com
[954] unmc.edu
[37] peopleadmin.com
[35] zoom.us
[33] youtube.com
[28] unjoblist.org
[24] campuslabs.com
[16] google.com
[15] jacc.org
[14] ketv.com

Top Domains in Tweet in G1:
[737] twitter.com
[584] unmc.edu
[19] campuslabs.com
[15] peopleadmin.com
[11] nebraska.edu
[9] zoom.us
[7] youtube.com
[6] ketv.com
[6] constantcontact.com
[6] wiley.com

Top Domains in Tweet in G2:
[244] twitter.com
[110] unmc.edu
[10] omaha.com
[9] unl.edu
[8] qualtrics.com
[7] youtube.com
[7] zoom.us
[7] nebraskaexaminer.com
[7] worldsolutions.work
[5] campuslabs.com

Top Domains in Tweet in G3:
[163] twitter.com
[124] unmc.edu
[14] zoom.us
[7] echo360.org
[6] netec.org
[5] globalcrisismgmtrpt.com
[5] who.int
[4] youtube.com
[4] npr.org
[2] regionviidhre.com

Top Domains in Tweet in G4:
[20] twitter.com
[16] unmc.edu
[4] oup.com
[2] cambridge.org
[2] zoom.us
[1] notion.site
[1] doi.org
[1] instagram.com

Top Domains in Tweet in G5:
[84] twitter.com
[15] jacc.org
[2] cardiovascularbusiness.com
[1] jove.com
[1] unmc.edu
[1] miami.edu
[1] shockwavemedical.com
[1] plos.org
[1] elsevier.com
[1] mnrs.org

Top Domains in Tweet in G6:
[49] twitter.com
[5] unmc.edu
[3] lww.com
[1] nih.gov
[1] peopleadmin.com
[1] doi.org
[1] ajkdblog.org

Top Domains in Tweet in G7:
[53] twitter.com
[38] unmc.edu
[10] newschannelnebraska.com
[6] google.com
[6] ruralradio.com
[4] starherald.com
[4] fremonttribune.com
[3] nebraskaexaminer.com
[3] linkedin.com
[3] lexch.com

Top Domains in Tweet in G8:
[10] twitter.com
[1] rumble.com

Top Domains in Tweet in G9:
[44] twitter.com
[16] unmc.edu
[2] biomedcentral.com
[2] sciencedirect.com
[1] elsevier.com
[1] springer.com
[1] frontiersin.org
[1] nih.gov
[1] nature.com
[1] ntiers.in

Top Domains in Tweet in G10:
[7] twitter.com
[5] ketv.com
[2] wowt.com
[1] metastatictrialtalk.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[62] unmc
[61] h5n1
[59] iamunmc
[53] medtwitter
[51] hpai
[45] unmcim
[41] covid19
[40] unmcmmi
[39] meded
[37] unmcgivingday



Top Hashtags in Tweet in G1:
[55] iamunmc
[40] unmcmmi
[35] unmciae
[32] unmcgivingday
[30] meded
[26] phd
[26] medtwitter
[19] unmcim
[16] blackhistorymonth
[16] nebraska

Top Hashtags in Tweet in G2:
[17] arcrjournal
[16] nebraska
[11] unmcresearch
[10] wchresearchseminarseries
[9] alten
[8] farmsafety
[7] eneuro
[6] neleg
[5] askunmc
[5] unmcgivingday

Top Hashtags in Tweet in G3:
[59] h5n1
[50] hpai
[30] birdflu
[26] covid19
[22] medtwitter
[16] covid
[16] avianinfluenza
[14] sccm2023
[13] marburg
[11] marburgvirus

Top Hashtags in Tweet in G4:
[5] txid
[5] idtwitter
[3] researchdigest
[2] transplanttwitter
[2] transplant
[1] nationalblackwomenphysiciansday
[1] heartandvascular
[1] aha
[1] wearredday
[1] womenshearthealth

Top Hashtags in Tweet in G5:
[23] unmcim
[16] accfit
[16] ic
[15] jacccasereports
[14] acc23
[12] accearlycareer
[12] iabp
[11] cardiotwitter
[11] crt23
[9] aha

Top Hashtags in Tweet in G6:
[10] womeningi
[8] editorial
[8] protein
[8] cytometry
[6] coloncancerawarenessmonth
[6] scrubsnheels23
[5] dressinblue
[4] gitwitter
[4] dieulafoy
[4] bosslady

Top Hashtags in Tweet in G7:
[4] unmc
[2] farmsafety
[2] dirtydrinks
[2] ivantibiotic
[2] oralantibiotics
[2] infectiousdiseases
[2] valentinesday
[2] nebraskadhhs
[2] lnk
[2] birdflu

Top Hashtags in Tweet in G9:
[6] oncogene
[5] womeninscience
[3] bmcbioinformatics
[2] cancerresearch
[2] gcba
[1] ewingsarcoma
[1] childhoodcancer
[1] treatmentresistance
[1] prostatecancer
[1] cancerstemcellmarker

Top Hashtags in Tweet in G10:
[1] kidneytransplant
[1] cancer
[1] kidneydisease
[1] kidney
[1] dialysis
[1] help
[1] mayoclinic
[1] unmc
[1] newkidneyneeded
[1] heneedshelpnow

Top Words
Top Words in Tweet in Entire Graph:
[2524] unmc
[925] dr
[473] health
[455] more
[358] nebraska
[356] research
[319] congratulations
[295] today
[284] nebraskamed
[282] day

Top Words in Tweet in G1:
[1140] unmc
[430] dr
[255] health
[215] more
[203] research
[190] students
[181] day
[169] congratulations
[164] today
[157] nebraska

Top Words in Tweet in G2:
[580] unmc
[139] health
[124] more
[122] dr
[90] nebraska
[68] research
[62] researchers
[55] day
[53] students
[49] work

Top Words in Tweet in G3:
[189] unmc
[109] nebraskamed
[106] dr
[89] unmc_gchs
[78] unmc_acs
[70] unmcsurgery
[59] #h5n1
[50] #hpai
[49] claudinnetweets
[48] more

Top Words in Tweet in G4:
[114] unmc_id
[49] dr
[38] id
[35] florescu
[26] diana
[23] ashe_journal
[21] antibiotic
[20] use
[20] others
[19] today

Top Words in Tweet in G5:
[114] cvunmc
[66] unmc
[57] unmc_im
[43] pooh_velagapudi
[29] dr
[23] #unmcim
[20] jaccjournals
[17] led
[17] kristen_brownmd
[16] #accfit

Top Words in Tweet in G6:
[68] unmc_gihep
[51] kehutchins77
[35] amcollegegastro
[30] unmc_im
[29] dr
[28] chansongsara
[23] sunandakanemd
[22] unmc
[19] neenasabrahammd
[16] michelle_le11

Top Words in Tweet in G7:
[87] unmc
[51] nebraska
[33] medical
[31] first
[29] center
[26] university
[22] dr
[21] nurses
[16] program
[15] being

Top Words in Tweet in G8:
[6] unmc
[4] welcomed
[4] smith
[3] co
[3] improv
[2] g7
[2] sheeple
[2] boystownhosp
[2] emperorakihito
[2] alumnus

Top Words in Tweet in G9:
[57] unmc
[46] dr
[42] congratulations
[42] unmc_gcba
[36] unmc_bisb
[22] ncicancerbio
[19] leahcookphd
[18] phd
[15] gargi
[15] unmc_biochem

Top Words in Tweet in G10:
[11] unmc
[5] nebraska
[4] trying
[4] cancer
[3] ketv
[3] farmers
[3] warns
[3] study
[3] saddle
[3] risks

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[205] unmc,nebraskamed
[116] learn,more
[99] read,more
[78] unmc,nebraska
[73] covid,19
[64] congratulations,dr
[63] public,health
[62] university,nebraska
[60] health,care
[53] diana,florescu

Top Word Pairs in Tweet in G1:
[90] unmc,nebraskamed
[68] learn,more
[42] unmc,college
[40] congratulations,dr
[35] read,more
[33] unmc,nebraska
[31] giving,day
[31] black,history
[31] greater,good
[31] med,center

Top Word Pairs in Tweet in G2:
[33] unmc,nebraska
[32] public,health
[31] read,more
[25] unlincoln,unmc
[25] covid,19
[22] researchers,honored
[22] learn,more
[20] health,care
[18] researchers,unmc
[17] nebraska,western

Top Word Pairs in Tweet in G3:
[83] unmc,nebraskamed
[44] #hpai,#h5n1
[32] unmcsurgery,unmc
[24] marburg,virus
[22] nebraskamed,swexner
[22] drjleinicke,unmcsurgery
[22] swexner,juliomayol
[19] unmcanesthesia,unmc
[17] virus,disease
[17] read,more

Top Word Pairs in Tweet in G4:
[26] diana,florescu
[26] dr,diana
[18] passing,dr
[17] pseudomonal,antibiotic
[17] describing,safe
[17] ashe_journal,randymccreery
[17] others,unmc_id
[17] safe,reductions
[17] anti,pseudomonal
[17] randymccreery,others

Top Word Pairs in Tweet in G5:
[25] cvunmc,unmc
[20] unmc_im,cvunmc
[18] unmc_im,#unmcim
[17] jaccjournals,unmc_im
[15] hydrocarbon,cardiomyopathy
[15] #jacccasereports,jaccjournals
[15] difluoroethane,hydrocarbon
[15] cardiomyopathy,#jacccasereports
[14] jgrapsa,difluoroethane
[13] led,cvunmc

Top Word Pairs in Tweet in G6:
[15] unmc_gihep,mn_gimd
[15] chansongsara,sghoneimgi
[15] sghoneimgi,unmc_gihep
[14] mn_gimd,advanirashmimd
[14] amcollegegastro,trieumd
[14] trieumd,chansongsara
[13] neenasabrahammd,amcollegegastro
[13] advanirashmimd,michelle_le11
[12] kehutchins77,neenasabrahammd
[10] unmc_gihep,kehutchins77

Top Word Pairs in Tweet in G7:
[24] medical,center
[23] university,nebraska
[23] nebraska,medical
[11] spring,attempt
[11] attempt,first
[11] sioux,surgeon
[11] dr,jacob
[11] american,summit
[11] native,american
[11] including,being

Top Word Pairs in Tweet in G8:
[2] nebraskamed,boystownhosp
[2] wonderful,rehearsal
[2] unionion,master_cafe
[2] g7,g20org
[2] share,healthcare
[2] eucopresident,vonderleyen
[2] week,welcomed
[2] rishisunak,olafscholz
[2] olafscholz,giorgiameloni
[2] justintrudeau,rishisunak

Top Word Pairs in Tweet in G9:
[28] unmc_gcba,unmc_bisb
[15] ncicancerbio,dr
[14] leahcookphd,unmc
[11] strategies,leveraging
[11] cook,leahcookphd
[11] unmc,testing
[11] dr,leah
[11] responses,overcome
[11] immune,responses
[11] preclinical,strategies

Top Word Pairs in Tweet in G10:
[3] cancer,risks
[3] warns,nebraska
[3] saddle,creek
[3] study,warns
[3] nebraska,farmers
[3] farmers,cancer
[2] unmc,doctor
[2] university,nebraska
[2] nebraska,medical
[2] center,study

Top Replied-To
Top Replied-To in Entire Graph:
@unmc
@unmc_gcba
@kehutchins77
@unmc_im
@drhowardliu
@repdonbacon
@unmc_valkyrie
@lamcalarnenmd
@slthomps12
@unmc_gchs

Top Replied-To in G1:
@drhowardliu
@unmc_im
@unmc
@lauraflowerse
@sastrongmd
@ashleywysongmd
@sagarchapagain2
@unmc_iae
@thartman2u
@theresa_chapple

Top Replied-To in G2:
@unmc
@lamcalarnenmd
@calijoyce3
@donjbacon
@intmedabel
@nebraskamegan
@ghd278
@repdonbacon
@cecily_herby
@mey_ba11

Top Replied-To in G3:
@slthomps12
@unmc
@repdonbacon
@seanlangenfeld
@unmc_gchs
@unmc_acs
@kmkempmd
@joshuamammen
@unmc_im
@schandanmd

Top Replied-To in G4:
@unmc_id
@fadul_nada
@jonathanrydermd
@ashe_journal
@wfwrighid
@unmc_im
@precious19davis
@carlosdelrio7
@gurpreet2015
@infectio01

Top Replied-To in G5:
@cvunmc
@pooh_velagapudi
@agoldsweig
@kristen_brownmd
@swlundgren
@uclansgy
@mirvatalasnag
@pauldobesh
@rubraveenough
@adityadoc1

Top Replied-To in G6:
@kehutchins77
@peaknatapatmd
@unmc_gihep
@catherinewangmd
@chansongsara
@clivejmiranda
@sghoneimgi
@amcollegegastro
@unmc_geripalli
@cjasn

Top Replied-To in G7:

Top Replied-To in G8:
@kishida230
@ozark1942
@unmc

Top Replied-To in G9:
@unmc_gcba
@ncicancerbio
@unmc_biochem
@lamcalarnenmd
@dr_ethan_snow
@unmc_research
@leahcookphd
@armpetr
@unmc_rheum
@unmc_mdphd

Top Replied-To in G10:
@robinroberts
@huskie1970
@ketv
@kcstar
@nytimes
@4alvie
@frankli21107229
@repdonbacon
@ianaeillo
@unmc

Top Mentioned
Top Mentioned in Entire Graph:
@unmc
@nebraskamed
@unmc_im
@unmccom
@unmc_id
@unmc_gchs
@cvunmc
@unmcinclusion
@unmc_success
@unmc_gihep

Top Mentioned in G1:
@unmc
@nebraskamed
@unmccom
@unmcinclusion
@unmc_success
@unmc_im
@unmc_iae
@unmccahp
@unmc_mmi
@sastrongmd

Top Mentioned in G2:
@unmc
@unlincoln
@unmc_wchp
@unmccoph
@unomaha
@nebraskamed
@jesseeugenebell
@niaaanews
@unkearney
@owhnews

Top Mentioned in G3:
@unmc
@nebraskamed
@unmc_gchs
@unmcsurgery
@unmc_acs
@claudinnetweets
@drjleinicke
@seanlangenfeld
@thenetec
@unmcanesthesia

Top Mentioned in G4:
@unmc_id
@ashe_journal
@randymccreery
@drjrmarcelin
@ofidjournal
@jonathanrydermd
@cortes_penfield
@zachvanroy
@kellycawcuttmd
@cmrtsd

Top Mentioned in G5:
@cvunmc
@unmc
@unmc_im
@pooh_velagapudi
@jaccjournals
@kristen_brownmd
@scai
@jgrapsa
@dahuskers

Top Mentioned in G6:
@unmc_gihep
@amcollegegastro
@kehutchins77
@unmc_im
@chansongsara
@sunandakanemd
@neenasabrahammd
@unmc
@michelle_le11
@sghoneimgi

Top Mentioned in G7:

Top Mentioned in G8:
@unmc
@g7
@g20org
@emperorakihito
@elonmusk
@jimin_koho
@unionion
@master_cafe
@keidanren
@keizaidoyukai

Top Mentioned in G9:
@unmc
@unmc_bisb
@unmc_gcba
@ncicancerbio
@leahcookphd
@ghosallab
@unmc_biochem
@mjordanrowley
@jawed_siddiqui_
@unmc_success

Top Mentioned in G10:
@unmc
@wowt6news
@marlolundaktv
@thenci
@billkirby13
@ketv
@3newsnowomaha
@owhnews
@dmregister
@gma

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@vonrosenchild
@reuters
@b1e56df9ce6549f
@panamaamerica
@net2ayurveda
@sanyacho211
@globeandmail
@tmr_k5
@sin_pepitas_

Top Tweeters in G1:
@vonrosenchild
@net2ayurveda
@jobsviatweet
@hiringcare
@pkanagaratnam
@hubbucket
@nbcnews
@cbcnews
@academicchatter
@margymaclibrary

Top Tweeters in G2:
@vrretweeter
@coxhelp
@monitor_ph
@trotdarrow
@dmspinharney
@freep
@_theterminator_
@judywoods8
@wsjp_insight
@owhnews

Top Tweeters in G3:
@reuters
@globeandmail
@michael_kunz
@washingtonpost
@therickwilson
@cnet
@tomvarghesejr
@korstraw
@celestinogutirr
@chrislancashir3

Top Tweeters in G4:
@carlosdelrio7
@on_alergias
@healthdevice
@absteward
@baranga104
@contagion_live
@neb_antib_news
@drjaume1
@germhuntermd
@idstewardship

Top Tweeters in G5:
@wordfinga
@hragy
@anastasiasmihai
@windywilson88
@rafavidalperez
@mmamas1973
@rohitpanwar2010
@mirvatalasnag
@american_heart
@accintouch

Top Tweeters in G6:
@benjammingold
@nephro_sparks
@cclaremdmph
@carmendemigue12
@amcollegegastro
@aasldtweets
@dcharabaty
@amergastroassn
@austinchiangmd
@amyoxentenkomd

Top Tweeters in G7:
@robinsnewswire
@omahagemgirl
@prom_eod
@scj
@a_felz
@stackemz
@noethematt
@kc0ryz
@nonpareilonline
@gerardhough

Top Tweeters in G8:
@nhk_pr
@gop
@justintrudeau
@cdp2017
@royalfamily
@bbc
@narendramodi
@chsakura217
@rusembassyj
@alferdez

Top Tweeters in G9:
@westr
@cancerlinks
@naturecomms
@fordhamnyc
@frontoncology
@bmc_series
@ibmresearch
@frontiersin
@filmstreams
@pnasnews

Top Tweeters in G10:
@b1e56df9ce6549f
@nytimes
@people
@abc
@cnn
@usatoday
@perezhilton
@cbsnews
@kccinews
@ketv