unmc, Twitter, 3/9/2023 12:40:50 AM, 290663


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unmc_2023-03-08_16-28-01.xlsx
unmc_2023-03-08_16-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 09, 2023
Short Description:
unmc via NodeXL https://bit.ly/3F8TMZ4
@unmc
@thartman2u
@unmc_id
@globalcmrpt
@nebraskamed
@claudinnetweets
@unmc_im
@jonathanrydermd
@amymannielou
@hd_bacchus

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

Description:
Description
The graph represents a network of 3,399 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 00:34 UTC.

The tweets in the network were tweeted over the 2030-day, 0-hour, 35-minute period from Wednesday, 16 August 2017 at 00:13 UTC to Wednesday, 08 March 2023 at 00:49 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 : 3399
Unique Edges : 4623
Edges With Duplicates : 11872
Total Edges : 16495
Number of Edge Types : 9
Mentions : 2193
Retweet : 2475
MentionsInRetweet : 5122
Replies to : 856
MentionsInReplyTo : 3690
MentionsInQuoteReply : 206
Quote : 267
Tweet : 1068
MentionsInQuote : 618
Self-Loops : 1637
Reciprocated Vertex Pair Ratio : 0.0836820083682008
Reciprocated Edge Ratio : 0.154440154440154
Connected Components : 232
Single-Vertex Connected Components : 129
Maximum Vertices in a Connected Component : 2900
Maximum Edges in a Connected Component : 15572
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.764851
Graph Density : 0.000672738805392508
Modularity : 0.342809
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,399 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 00:34 UTC.

The tweets in the network were tweeted over the 2030-day, 0-hour, 35-minute period from Wednesday, 16 August 2017 at 00:13 UTC to Wednesday, 08 March 2023 at 00:49 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
[16] 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
[13] https://unmc.peopleadmin.com/postings/76648

Top URLs in Tweet in G1:
[13] https://www.unmc.edu/newsroom/2023/02/06/unmc-researchers-recognized-as-top-in-their-fields/
[12] https://unmc.edu/ubeats
[10] https://twitter.com/unmc/status/1625556389723574284/photo/1
[10] https://www.unmc.edu/newsroom/2023/01/18/dr-parker-to-lead-general-internal-medicine-division/
[8] https://www.unmc.edu/newsroom/2023/01/16/unmc-innovator-accepted-into-entrepreneurship-program/
[8] https://www.unmc.edu/newsroom/2023/01/04/jana-wardian-phd-is-new-iae-associate-director/
[8] https://www.unmc.edu/gradstudies/programs/doctoral/nursing/index.html
[7] https://www.unmc.edu/bhecn/education/online-training/rural-practice-webinar-series-2023
[7] https://www.unmc.edu/newsroom/2023/02/01/ghhs-inducts-new-members/
[6] https://www.unmc.edu/newsroom/2023/02/01/black-history-month-unmc-has-a-series-of-events-planned/

Top URLs in Tweet in G2:
[9] 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/RepDonBacon/status/1623101524644593665/photo/1
[4] https://twitter.com/unmccscash/status/1624423208395964417/photo/1
[4] https://twitter.com/DrPsychMD/status/1618827019034431488/photo/1
[4] https://twitter.com/sandoztigers/status/1618346201816109057/photo/1
[4] https://twitter.com/OmahaMBB/status/1621561295366492163/photo/1
[4] https://twitter.com/UNOAlumni/status/1610443731307479041/photo/1
[4] https://twitter.com/UNOAlumni/status/1619160931711287296/photo/1

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/
[8] https://www.globalcrisismgmtrpt.com/
[7] https://www.unmc.edu/healthsecurity/transmission/2023/02/21/bird-flu-kills-sea-lions-and-thousands-of-pelicans-in-perus-protected-areas/
[4] https://www.unmc.edu/healthsecurity/transmission/2023/02/17/what-bird-flu-reminds-us-about-influenza-pandemics/
[4] https://twitter.com/globalcmrpt/status/1610456038368477184/photo/1
[4] https://twitter.com/globalcmrpt/status/1631791724887506947/photo/1
[3] https://www.unmc.edu/healthsecurity/about/2022-summit/gchs-summit-series-2.html
[3] https://twitter.com/UNMC_ACS/status/1617292940803706880/photo/1
[3] https://twitter.com/globalcmrpt/status/1613672249294290945/photo/1

Top URLs in Tweet in G4:
[12] https://www.unmc.edu/newsroom/2023/01/29/remembering-diana-florescu-md/
[3] https://twitter.com/UNMC_ID/status/1620115278528135168
[3] https://twitter.com/UNMCPMR/status/1620980492077244418/photo/1
[2] https://academic.oup.com/crawlprevention/governor?content=%2fofid%2fadvance-article%2fdoi%2f10.1093%2fofid%2fofad065%2f7025972
[2] https://unmc.zoom.us/j/491510053?pwd=TzNVVzRIUW5aV1JCbXhZVDZXRTZVdz09
[2] https://twitter.com/michellml85/status/1629167920893886467/photo/1
[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

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
[3] https://twitter.com/AGoldsweig/status/1630579586898571267/photo/1
[3] https://twitter.com/Pooh_Velagapudi/status/1621860969059356672/photo/1
[3] https://twitter.com/YChatzizisis/status/1632418340382601216/photo/1
[3] https://twitter.com/swlundgren/status/1618251731242213381/photo/1
[3] https://twitter.com/CRMjournal/status/1608447870146957314/photo/1

Top URLs in Tweet in G6:
[4] https://twitter.com/PoncaTribeofNE/status/1628907750997778432/photo/1
[4] https://www.genomoncology.com/go-demos/streamlining-precision-oncology-processes-at-the-university-of-nebraska-medical-center
[4] https://twitter.com/Northeast_SAC/status/1625720574696718336/photo/1
[4] https://twitter.com/Northeast_SAC/status/1625871972382003203/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://twitter.com/Northeast_SAC/status/1613004173707968512/photo/1
[3] https://twitter.com/Northeast_SAC/status/1618046003982249984/photo/1
[2] https://rivercountry.newschannelnebraska.com/story/48239945/unmc-getting-cdc-grant-to-cover-school-nurse-program

Top URLs in Tweet in G7:
[4] https://www.unmc.edu/newsroom/2021/02/17/new-investigator-leah-cook-phd/
[4] https://twitter.com/KirillLyapichev/status/1617684172537225216/photo/1
[3] https://www.unmc.edu/genetics/research/labs/ghosal-lab/index.html
[3] https://www.unmc.edu/newsroom/2023/02/23/unmc-researchers-make-key-discovery-in-chemo-resistance/
[3] https://twitter.com/kevinmartinlee/status/1605692252734750720/photo/1
[2] https://twitter.com/UNMC_GCBA/status/1621463675725877250/photo/1
[2] https://twitter.com/UNMC_GCBA/status/1624000389329702912/photo/1
[2] https://twitter.com/UNMC_GCBA/status/1608780056754520065/photo/1
[2] https://twitter.com/UNMC_GCBA/status/1611316827912650756/photo/1
[2] https://twitter.com/unmc/status/1609597559579844609/video/1

Top URLs in Tweet in G8:
[4] https://twitter.com/PeakNatapatMD/status/1627843673839861762/photo/1
[4] https://twitter.com/kehutchins77/status/1626979887318986753/photo/1
[4] https://twitter.com/kehutchins77/status/1631782369936941058/photo/1
[4] https://twitter.com/AmCollegeGastro/status/1630620970372284423/photo/1
[2] https://twitter.com/kehutchins77/status/1628906718427070468/photo/1
[1] https://twitter.com/PeakNatapatMD/status/1620203808856104961/photo/1
[1] https://twitter.com/PeakNatapatMD/status/1626599020243087360/photo/1
[1] https://twitter.com/kehutchins77/status/1609315928021295106/photo/1
[1] https://twitter.com/UNMC_IM/status/1620086318167629824
[1] https://twitter.com/AmCollegeGastro/status/1630620970372284423

Top URLs in Tweet in G9:
[4] https://twitter.com/amymannielou/status/1629664665117622272/photo/1
[3] https://twitter.com/amymannielou/status/1628184882173157376/photo/1
[1] https://metastatictrialtalk.org/inside-clinical-trials/after-finding-a-trial/?utm_medium=social&utm_source=twitter&utm_campaign=Jan2023&utm_content=TW012023

Top URLs in Tweet in G10:
[3] http://accc-cancer.org/Advanced-NMSC
[3] https://twitter.com/ACCCBuzz/status/1623318798085259266/photo/1
[3] https://twitter.com/ACCCBuzz/status/1620534452458852354/photo/1
[2] https://skincancerinfo.org/
[2] https://www.unmc.edu/newsroom/2023/02/20/new-investigator-benjamin-teply-md/
[1] https://twitter.com/JohnSDavis10/status/1588642265266020352/photo/1
[1] https://www.unmc.edu/newsroom/2023/01/05/multidisciplinary-team-expands-to-meet-needs/
[1] https://twitter.com/TheEndoSociety/status/1618989773292707840
[1] https://twitter.com/TheEndoSociety/status/1630629042201214979
[1] https://jnccn.org/view/journals/jnccn/aop/article-10.6004-jnccn.2022.7098/article-10.6004-jnccn.2022.7098.xml#.ZAAyKfxiZcc.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[1687] twitter.com
[943] unmc.edu
[47] peopleadmin.com
[38] zoom.us
[30] youtube.com
[28] unjoblist.org
[22] campuslabs.com
[15] jacc.org
[14] ketv.com
[13] newschannelnebraska.com

Top Domains in Tweet in G1:
[705] twitter.com
[602] unmc.edu
[17] campuslabs.com
[15] peopleadmin.com
[10] ketv.com
[9] nebraska.edu
[8] zoom.us
[8] wiley.com
[7] constantcontact.com
[6] journalstar.com

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

Top Domains in Tweet in G3:
[144] twitter.com
[88] unmc.edu
[16] zoom.us
[8] echo360.org
[8] globalcrisismgmtrpt.com
[6] npr.org
[4] netec.org
[3] who.int
[2] regionviidhre.com
[2] reuters.com

Top Domains in Tweet in G4:
[32] unmc.edu
[28] twitter.com
[4] oup.com
[2] zoom.us
[1] thelancet.com
[1] springer.com
[1] lww.com
[1] cambridge.org
[1] biomedcentral.com
[1] doi.org

Top Domains in Tweet in G5:
[79] twitter.com
[15] jacc.org
[2] unmc.edu
[2] cardiovascularbusiness.com
[1] jove.com
[1] scai.org
[1] sciencedirect.com
[1] elsevier.com
[1] miami.edu
[1] shockwavemedical.com

Top Domains in Tweet in G6:
[49] twitter.com
[33] unmc.edu
[10] newschannelnebraska.com
[5] google.com
[5] starherald.com
[5] fremonttribune.com
[4] nebraskaexaminer.com
[4] linkedin.com
[4] lexch.com
[4] beatricedailysun.com

Top Domains in Tweet in G7:
[53] twitter.com
[19] unmc.edu
[2] biomedcentral.com
[2] sciencedirect.com
[1] elsevier.com
[1] springer.com
[1] frontiersin.org
[1] nih.gov
[1] nature.com
[1] peopleadmin.com

Top Domains in Tweet in G8:
[28] twitter.com
[1] lww.com

Top Domains in Tweet in G9:
[7] twitter.com
[1] metastatictrialtalk.org

Top Domains in Tweet in G10:
[22] twitter.com
[5] unmc.edu
[3] accc-cancer.org
[2] skincancerinfo.org
[1] jnccn.org
[1] zoom.us
[1] youtu.be
[1] youtube.com
[1] endocrine.org
[1] mdpi.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[61] unmc
[56] medtwitter
[56] iamunmc
[48] unmcim
[42] h5n1
[39] covid19
[37] unmcmmi
[36] meded
[35] unmciae
[32] hpai



Top Hashtags in Tweet in G1:
[52] iamunmc
[37] unmcmmi
[35] unmciae
[27] meded
[26] medtwitter
[23] unmcim
[23] phd
[17] blackhistorymonth
[16] unmcresearch
[15] nebraska

Top Hashtags in Tweet in G2:
[15] arcrjournal
[13] nebraska
[10] unmcresearch
[10] farmsafety
[9] wchresearchseminarseries
[9] alten
[7] eneuro
[6] askunmc
[6] medtech
[6] bioscience

Top Hashtags in Tweet in G3:
[40] h5n1
[31] hpai
[23] birdflu
[20] covid19
[18] medtwitter
[15] avianinfluenza
[14] sccm2023
[12] influenza
[11] marburg
[11] infectionprevention

Top Hashtags in Tweet in G4:
[8] txid
[6] idtwitter
[6] meded
[5] medtwitter
[4] researchdigest
[4] twitterx
[3] covid19
[2] transplanttwitter
[2] transplant
[2] imrounds

Top Hashtags in Tweet in G5:
[24] unmcim
[16] accfit
[16] ic
[15] jacccasereports
[12] accearlycareer
[12] iabp
[11] crt23
[10] aha
[10] wearredday
[10] womenshearthealth

Top Hashtags in Tweet in G6:
[4] unmc
[3] health
[2] wellness
[2] wellnessomega
[2] farmsafety
[2] dirtydrinks
[2] ivantibiotic
[2] oralantibiotics
[2] infectiousdiseases
[2] valentinesday

Top Hashtags in Tweet in G7:
[9] womeninscience
[7] oncogene
[3] cancerresearch
[3] bmcbioinformatics
[2] gcba
[2] unmcresearch
[1] treatmentresistance
[1] prostatecancer
[1] ewingsarcoma
[1] childhoodcancer

Top Hashtags in Tweet in G8:
[7] womeningi
[5] scrubsnheels23
[4] ibd
[4] dressinblueday
[3] gifellowship
[3] dieulafoy
[3] bosslady
[2] gitwitter
[2] futureofgi
[2] match2023

Top Hashtags in Tweet in G9:
[1] kidneytransplant
[1] cancer
[1] kidneydisease
[1] kidney
[1] dialysis
[1] help
[1] mayoclinic
[1] unmc
[1] newkidneyneeded
[1] heneedshelpnow

Top Hashtags in Tweet in G10:
[18] gvhdday
[4] medullary
[3] nmsc
[3] thyroidcancer
[3] thyroid
[3] cancer
[3] thyroidawarenessmonth
[3] imunmc
[2] cancercare
[2] saveyourskin

Top Words
Top Words in Tweet in Entire Graph:
[2446] unmc
[938] dr
[470] more
[452] health
[360] research
[346] nebraska
[311] congratulations
[303] students
[289] today
[277] day

Top Words in Tweet in G1:
[981] unmc
[453] dr
[232] health
[216] more
[188] research
[187] students
[168] congratulations
[158] today
[150] nebraska
[135] day

Top Words in Tweet in G2:
[617] unmc
[147] health
[124] more
[122] dr
[87] nebraska
[75] research
[67] students
[57] researchers
[53] work
[48] public

Top Words in Tweet in G3:
[140] unmc
[96] dr
[92] unmc_gchs
[88] nebraskamed
[79] unmc_acs
[67] unmcsurgery
[45] more
[44] work
[40] #h5n1
[39] claudinnetweets

Top Words in Tweet in G4:
[130] unmc_id
[60] dr
[46] florescu
[41] diana
[39] bryan_idpharmd
[37] id
[33] trough
[29] range
[29] opat
[27] therapeutic

Top Words in Tweet in G5:
[116] cvunmc
[68] unmc
[57] unmc_im
[43] pooh_velagapudi
[31] dr
[24] #unmcim
[22] scai
[19] ychatzizisis
[17] agoldsweig
[17] kristen_brownmd

Top Words in Tweet in G6:
[107] unmc
[51] nebraska
[29] medical
[29] center
[29] first
[27] program
[26] university
[23] dr
[21] students
[21] nurses

Top Words in Tweet in G7:
[93] unmc
[71] dr
[54] unmc_gcba
[54] congratulations
[41] unmc_bisb
[34] ncicancerbio
[27] leahcookphd
[22] gargi
[21] ghosallab
[21] phd

Top Words in Tweet in G8:
[42] unmc_gihep
[30] kehutchins77
[18] sunandakanemd
[15] unmc_im
[14] amcollegegastro
[12] unmc
[11] march
[9] peaknatapatmd
[8] chansongsara
[7] 2023

Top Words in Tweet in G9:
[4] unmc
[3] robinroberts
[2] match
[2] research
[2] thenci
[2] well
[2] clinical
[2] doing

Top Words in Tweet in G10:
[34] stevenpavletic
[33] unmc
[28] award
[28] sghmd
[24] md
[22] unmc_im
[19] ovation
[19] recipient
[19] lukas
[19] gvhd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[169] unmc,nebraskamed
[140] learn,more
[99] read,more
[73] congratulations,dr
[68] public,health
[67] diana,florescu
[66] health,care
[63] covid,19
[60] university,nebraska
[56] unmc,nebraska

Top Word Pairs in Tweet in G1:
[73] learn,more
[55] unmc,nebraskamed
[48] congratulations,dr
[35] read,more
[33] unmc,college
[32] med,center
[31] black,history
[28] unmc_iae,#unmciae
[28] behavioral,health
[27] rural,nebraska

Top Word Pairs in Tweet in G2:
[35] read,more
[35] public,health
[34] unmc,nebraskamed
[25] unlincoln,unmc
[25] unmc,nebraska
[25] learn,more
[21] researchers,honored
[21] health,care
[20] covid,19
[16] repdonbacon,unmc

Top Word Pairs in Tweet in G3:
[65] unmc,nebraskamed
[27] unmcsurgery,unmc
[25] #hpai,#h5n1
[19] marburg,virus
[18] nebraskamed,swexner
[18] daviddiehlmd,douglasadlermd
[18] unmcanesthesia,unmc
[18] drjleinicke,unmcsurgery
[18] swexner,juliomayol
[16] unmc_acs,unmc

Top Word Pairs in Tweet in G4:
[37] diana,florescu
[33] dr,diana
[28] trough,range
[26] range,12
[26] concordant,troughs
[26] therapeutic,vancomycin
[26] troughs,within
[26] therefore,calculation
[26] 12,16
[26] highly,concordant

Top Word Pairs in Tweet in G5:
[24] cvunmc,unmc
[19] unmc_im,#unmcim
[19] unmc_im,cvunmc
[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:
[24] medical,center
[23] nebraska,medical
[23] university,nebraska
[13] nursing,students
[11] dr,jacob
[11] first,known
[11] firsts,including
[11] known,lakota
[11] native,american
[11] summit,everest

Top Word Pairs in Tweet in G7:
[33] unmc_gcba,unmc_bisb
[21] leahcookphd,unmc
[19] ncicancerbio,dr
[14] strategies,leveraging
[14] cook,leahcookphd
[14] unmc,testing
[14] dr,leah
[14] responses,overcome
[14] immune,responses
[14] preclinical,strategies

Top Word Pairs in Tweet in G8:
[10] unmc_gihep,kehutchins77
[8] kehutchins77,unmc
[6] achkar,visiting
[6] visiting,scholar
[6] looking,forward
[6] edgar,achkar
[5] peaknatapatmd,unmc_gihep
[5] grand,rounds
[5] friday,march
[5] unmc_im,grand

Top Word Pairs in Tweet in G10:
[19] standing,ovation
[18] first,lukas
[18] winner,#gvhdday
[18] stevenpavletic,recipient
[18] recipient,first
[18] md,gvhd
[18] award,winner
[18] wartman,md
[18] gvhd,achievement
[18] lukas,wartman

Top Replied-To
Top Replied-To in Entire Graph:
@unmc
@unmc_gcba
@unmc_im
@repdonbacon
@unmc_valkyrie
@slthomps12
@unmc_gchs
@lauraflowerse
@neilbhogalmd
@sghmd

Top Replied-To in G1:
@unmc_im
@unmc
@lauraflowerse
@sastrongmd
@unmc_iae
@unmc_pediatrics
@thartman2u
@unmc_mmi
@theresa_chapple
@unmc_rheum

Top Replied-To in G2:
@unmc
@repdonbacon
@calijoyce3
@donjbacon
@intmedabel
@ghd278
@osmania1917
@unmc_gchs
@sofaking1776
@drpsychmd

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

Top Replied-To in G4:
@bryan_idpharmd
@unmc_id
@dpons11
@drtoddlee
@dan_landry
@unmc
@jonathanrydermd
@wfwrighid
@unmc_im
@estohs

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

Top Replied-To in G7:
@unmc_gcba
@ncicancerbio
@unmc_pathmicro
@unmc_biochem
@molczyk_caitlin
@kirilllyapichev
@dr_ethan_snow
@grinumathew
@mohslab
@joekhourymd

Top Replied-To in G8:
@peaknatapatmd
@kehutchins77
@unmc_gihep
@catherinewangmd
@clivejmiranda
@amcollegegastro
@anasua_d
@sghoneimgi
@umn_gi
@ibdimmunology

Top Replied-To in G9:
@robinroberts
@nytimes
@ketv
@kcstar
@4alvie

Top Replied-To in G10:
@sghmd
@vijayarbhatt1
@drdaliaelgamal
@unmc_im
@romeerizwan
@methodisthosp
@unmc

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

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

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

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

Top Mentioned in G4:
@unmc_id
@bryan_idpharmd
@cortes_penfield
@randymccreery
@yufei_shi_
@avedissiansean
@bergmanscott
@ashe_journal
@drjrmarcelin
@ofidjournal

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

Top Mentioned in G6:
@threedogs333

Top Mentioned in G7:
@unmc
@unmc_bisb
@unmc_gcba
@ncicancerbio
@leahcookphd
@ghosallab
@unmc_pathmicro
@joekhourymd
@unmc_biochem
@utmb_pathology

Top Mentioned in G8:
@unmc_gihep
@kehutchins77
@sunandakanemd
@unmc_im
@amcollegegastro
@unmc
@chansongsara
@visitomaha
@beethoetchai
@marylandgastro

Top Mentioned in G9:
@unmc
@thenci
@abc7chicago
@chicagotribune
@datelinenbc
@people
@brockpurdy13
@davidmuir
@dailyblastlive
@toryshulman

Top Mentioned in G10:
@stevenpavletic
@unmc
@unmc_im
@sghmd
@bmtinfonet
@astct
@unmchemeonc
@unmcdem
@drakotwal
@unmc_id

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@kamzou08
@john1966olsen
@vonrosenchild
@reuters
@b1e56df9ce6549f
@panamaamerica
@sanyacho211
@globeandmail
@tmr_k5

Top Tweeters in G1:
@pkanagaratnam
@nbcnews
@dmspinharney
@ketv
@cbcnews
@academicchatter
@margymaclibrary
@shaboom
@cdwgwagov
@omahane5159

Top Tweeters in G2:
@vrretweeter
@coxhelp
@monitor_ph
@therickwilson
@freep
@tomvarghesejr
@_theterminator_
@judywoods8
@wsjp_insight
@owhnews

Top Tweeters in G3:
@john1966olsen
@reuters
@b1e56df9ce6549f
@globeandmail
@michael_kunz
@washingtonpost
@cnet
@zftwarning
@korstraw
@celestinogutirr

Top Tweeters in G4:
@1228erin
@carlosdelrio7
@on_alergias
@healthdevice
@absteward
@iddocadi
@pergamic
@drtoddlee
@contagion_live
@neb_antib_news

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

Top Tweeters in G6:
@robinsnewswire
@kamzou08
@omahagemgirl
@scj
@ahighervision
@sakalmedianews
@a_felz
@stackemz
@pndblog
@kc0ryz

Top Tweeters in G7:
@vonrosenchild
@hubbucket
@westr
@cancerlinks
@naturecomms
@anjuthevirgo
@fordhamnyc
@bmc_series
@frontoncology
@ibmresearch

Top Tweeters in G8:
@benjammingold
@amcollegegastro
@dcharabaty
@austinchiangmd
@scopingsundays
@amyoxentenkomd
@visitomaha
@duke_gi_
@ibd_afzali
@ibdmd

Top Tweeters in G9:
@nytimes
@people
@abc
@cnn
@usatoday
@perezhilton
@cbsnews
@kccinews
@abc7chicago
@gma

Top Tweeters in G10:
@mdandersonnews
@drmiguelperales
@drkomanduri
@eladsharonmd
@inovahealth
@dogecoinrocks
@independentsol4
@methodisthosp
@aamdsif
@theendosociety


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