unmc, Twitter, 1/12/2023 12:40:17 AM, 287788


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unmc_2023-01-11_16-28-01.xlsx
unmc_2023-01-11_16-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 12, 2023
Short Description:
unmc via NodeXL https://bit.ly/3GYKxvZ
@unmc
@thartman2u
@globalcmrpt
@drandrekalil
@unmc_id
@unmc_rheum
@unmc_im
@realjohnglen
@scheeledanielle
@nebraskamed

Top hashtags:
#unmciae
#meded
#unmc
#medtwitter
#iamunmc
#covid19
#unmcim
#acr22
#nebraska
#unmcmmi

Description:
Description
The graph represents a network of 3,285 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 00:35 UTC.

The tweets in the network were tweeted over the 1973-day, 21-hour, 22-minute period from Wednesday, 16 August 2017 at 00:13 UTC to Tuesday, 10 January 2023 at 21:36 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 : 3285
Unique Edges : 5253
Edges With Duplicates : 14864
Total Edges : 20117
Number of Edge Types : 9
Replies to : 999
MentionsInReplyTo : 5753
Retweet : 2451
MentionsInRetweet : 5602
Mentions : 2740
Quote : 296
Tweet : 1048
MentionsInQuote : 1031
MentionsInQuoteReply : 197
Self-Loops : 1809
Reciprocated Vertex Pair Ratio : 0.080667419395308
Reciprocated Edge Ratio : 0.149291850475969
Connected Components : 197
Single-Vertex Connected Components : 102
Maximum Vertices in a Connected Component : 2809
Maximum Edges in a Connected Component : 19143
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.723969
Graph Density : 0.0007984842333198
Modularity : 0.328201
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,285 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 00:35 UTC.

The tweets in the network were tweeted over the 1973-day, 21-hour, 22-minute period from Wednesday, 16 August 2017 at 00:13 UTC to Tuesday, 10 January 2023 at 21:36 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:
[21] https://www.unmc.edu/newsroom/2022/11/21/a-message-regarding-the-club-q-shooting/
[16] https://twitter.com/unmc/status/1603932596848758797/photo/1
[14] http://bit.ly/flaBEp
[13] https://unmc.peopleadmin.com/postings/76648
[12] https://twitter.com/NatMidwivesAsUg/status/1594971617083408384/photo/1
[12] http://worldsolutions.work/2021/02/28/us-universities-colleges-48-nebraska-5/
[11] https://www.youtube.com/watch?v=rZsikp9FwDY&feature=youtu.be

[10] https://www.unmc.edu/newsroom/2022/12/21/alumnus-makes-transformational-gift-to-college-of-pharmacy/
[10] https://www.douglascountyhealth.com/latest-news
[9] https://www.nejm.org/doi/full/10.1056/NEJMcp2203385

Top URLs in Tweet in G1:
[18] https://www.unmc.edu/newsroom/2022/11/21/a-message-regarding-the-club-q-shooting/
[16] https://twitter.com/unmc/status/1603932596848758797/photo/1
[13] https://unmc.peopleadmin.com/postings/76648
[10] https://www.youtube.com/watch?v=rZsikp9FwDY&feature=youtu.be

[10] https://www.unmc.edu/newsroom/2022/12/21/alumnus-makes-transformational-gift-to-college-of-pharmacy/
[9] https://twitter.com/UNMCCON/status/1602423174196563968/photo/1
[9] https://unmc.edu/ubeats
[8] https://www.unmc.edu/newsroom/2022/11/28/chancellors-all-campus-forum-set-for-thursday/
[7] https://www.unmc.edu/newsroom/2022/12/08/unmc-nursing-dean-creates-scholarship-as-parting-gift/
[7] https://www.unmc.edu/newsroom/2022/12/28/unmc-announces-first-laflesche-scholarship-recipient/

Top URLs in Tweet in G2:
[6] https://www.nejm.org/doi/full/10.1056/NEJMcp2203385
[6] https://academic.oup.com/cid/issue/75/Supplement_4
[4] https://twitter.com/NebraskaMed/status/1601242622869504000/photo/1
[4] https://www.unmc.edu/newsroom/2022/11/17/internal-medicine-represented-at-annual-acp-meeting/
[4] https://www.unmc.edu/newsroom/2022/12/12/dr-mikuls-featured-in-new-england-journal-of-medicine-2/
[4] https://twitter.com/UNMC_PCCM/status/1590182960346828801/photo/1
[4] https://twitter.com/gvhd_hub/status/1602012373585362946/photo/1
[4] https://twitter.com/UNMCkidney/status/1588555487804817409/photo/1
[4] https://twitter.com/AGL411/status/1591147940378443776/photo/1
[3] https://www.unmc.edu/newsroom/2022/12/30/enhanced-medical-education-tracks-yield-lifelong-benefits/

Top URLs in Tweet in G3:
[7] https://www.unmc.edu/healthsecurity/transmission/
[5] https://www.globalcrisismgmtrpt.com/
[5] https://www.gavi.org/vaccineswork/5-steps-stop-ebola-spreading-east-africa-frontline-expert-advises?fireglass_rsn=true#fireglass_params&tabid=a0a9ef57ab5ddaa1&start_with_session_counter=3&application_server_address=isolation1-us-east-1.wss.prod.fire.glass
[4] https://twitter.com/globalcmrpt/status/1590547339697016832/photo/1
[4] https://twitter.com/globalcmrpt/status/1603208285473193985/photo/1
[4] https://twitter.com/globalcmrpt/status/1610456038368477184/photo/1
[4] https://twitter.com/labgenpath/status/1600935234635067392/photo/1
[3] https://unmc.zoom.us/webinar/register/WN_E8hbuD-4RgSnoT5R1efCbw?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=netec
[3] https://www.globalcrisismgmtrpt.com/post/uganda-ebola-outbreak-situation-report-8
[3] https://www.globalcrisismgmtrpt.com/post/uganda-ebola-outbreak-situation-report-10

Top URLs in Tweet in G4:
[4] https://twitter.com/UNMC_GIHEP/status/1598687378574807040
[3] https://twitter.com/kehutchins77/status/1595204284022497280/photo/1
[3] https://twitter.com/SempokuyaMD/status/1604231526484512768/photo/1
[2] https://twitter.com/PeakNatapatMD/status/1598053632490065920/photo/1
[1] https://twitter.com/UNMC_GIHEP/status/1588979155068391424/photo/1
[1] https://twitter.com/UNMC_GIHEP/status/1589339122795413504/photo/1
[1] https://twitter.com/UNMC_GIHEP/status/1589340508832550912/photo/1
[1] https://twitter.com/UNMC_GIHEP/status/1589339829342736384/photo/1
[1] https://twitter.com/UNMC_GIHEP/status/1452693223541919746/photo/1
[1] https://twitter.com/UNMC_GIHEP/status/1598687378574807040/photo/1

Top URLs in Tweet in G5:
[10] https://www.douglascountyhealth.com/latest-news
[5] https://twitter.com/unmc/status/1590725954967547904?s=46&t=B2DNSafL9BrbtrdOimrClQ
[4] https://www.ketv.com/article/omaha-unmc-dusk-to-dawn-addressing-youth-violence-connecting-with-victims/41916649?utm_campaign=snd-autopilot
[2] https://twitter.com/HealthDouglasCo/status/1598421688298905616/photo/1
[2] https://www.cdc.gov/mmwr/volumes/71/wr/mm7148e2.htm?s_cid=mm7148e2_w
[2] https://twitter.com/HealthDouglasCo/status/1588199194145193986/photo/1
[2] https://twitter.com/HealthDouglasCo/status/1598066247769489409/photo/1
[2] https://twitter.com/omaha_scanner/status/1590713474011000833
[2] https://www.ketv.com/article/omaha-unmc-outdoor-ice-skating-rink-open-2022-season/42133253?utm_campaign=snd-autopilot
[2] https://twitter.com/catturd2/status/1601557157899825155?s=20&t=7eK6s4oO3DatW6wVXuHiEg

Top URLs in Tweet in G6:
[6] https://www.unmc.edu/gradstudies/programs/igpbs/admissions/index.html
[5] https://www.unmc.edu/gradstudies/programs/igpbs/about.html
[4] https://twitter.com/KarliJWittorf/status/1604979548935712770/photo/1
[4] https://twitter.com/BorgNicholas/status/1607092074691674112/photo/1
[3] https://twitter.com/UNMC_NeuroSurg/status/1589707306060902400/photo/1
[3] https://www.unmc.edu/gradstudies/programs/igpbs/index.html
[3] https://www.unmc.edu/gradstudies/programs/masters/molecular-genetics-cell-biology/index.html
[3] https://twitter.com/BaptistHealthSF/status/1603537125881921537/photo/1
[2] https://twitter.com/UNMC_NeuroSurg/status/1590527241259474945/photo/1
[2] https://twitter.com/UNMC_NeuroSurg/status/1606284176843423744/photo/1

Top URLs in Tweet in G7:
[4] https://twitter.com/jessica_alupo/status/1595764061194567680/photo/1
[4] https://twitter.com/CIUuga/status/1595693908750929920/photo/1
[4] https://twitter.com/CIUuga/status/1595730081338777605/photo/1
[4] https://twitter.com/Museene11/status/1595697500790325248/photo/1
[4] https://twitter.com/ainbyoo/status/1595694966499868672/photo/1
[3] https://twitter.com/CIUuga/status/1595728858652753922/photo/1
[3] https://twitter.com/CIUuga/status/1595734627268046859/photo/1
[2] https://twitter.com/RoseNanyongaCla/status/1595740555304398849/photo/1
[2] https://twitter.com/CIUuga/status/1594945184009228288/photo/1
[2] https://twitter.com/DepaulLubega/status/1596214081924452352/photo/1

Top URLs in Tweet in G8:
[4] https://twitter.com/fredandbugsmom/status/1596672078388039680/photo/1
[4] https://newsothersmiss.com/blog/china-partners-konnech-lansing-msu-jianwei-eugene-yu-ccp-voting-machine-au-cn-jinhua-hongzhing-yulian-xi-clinton-nebraska-biden-unmc-biolabs-collins-fauci-unmc-whitmer-michigan-mi-human-genome-en-e
[4] https://twitter.com/npspanthers/status/1595135163738226688/photo/1
[4] https://twitter.com/SabbaticalHomes/status/1592321763697983489/photo/1
[4] https://twitter.com/BulldogsPHS/status/1595031984992124931/photo/1
[3] https://www.unmc.edu/newsroom/2022/11/16/unmc-researcher-helps-create-new-tool-for-crispr-toolbox/
[3] https://www.unmc.edu/publichealth/Vax/
[3] https://twitter.com/OPS_MinneLusa/status/1590747819039952896/photo/1
[2] https://unmc.ug/news/
[2] https://www.klkntv.com/unmc-offers-5-million-in-scholarships-to-fight-nursing-shortage/

Top URLs in Tweet in G9:
[3] https://twitter.com/rheum_cat/status/1591510216176467968/photo/1
[2] https://twitter.com/AshimaMakol/status/1593764681675509760/photo/1
[2] https://twitter.com/ALGaffoRheumMD/status/1591817218232287236/photo/1
[1] https://twitter.com/UIowa_Rheum/status/1603865258698891264/photo/1
[1] https://twitter.com/UIowa_Rheum/status/1603394893174521858/photo/1
[1] https://twitter.com/UIowa_Rheum/status/1603389420559691776/photo/1
[1] https://twitter.com/UIowa_Rheum/status/1603203022359781376/photo/1
[1] https://twitter.com/UIowa_Rheum/status/1605216466646601728/photo/1
[1] https://twitter.com/UIowa_Rheum/status/1604854075564216320/photo/1
[1] https://twitter.com/UIowa_Rheum/status/1604144387453116416/photo/1

Top URLs in Tweet in G10:
[2] https://twitter.com/ScheeleDanielle/status/1608849683803443200/photo/1
[1] https://www.caringbridge.org/visit/saigescheele
[1] https://twitter.com/ScheeleDanielle/status/1608849683803443200
[1] https://twitter.com/mscanny51/status/1609051182110064641/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1787] twitter.com
[839] unmc.edu
[44] zoom.us
[34] youtube.com
[33] nodexlgraphgallery.org
[32] peopleadmin.com
[20] globalcrisismgmtrpt.com
[17] sciencedirect.com
[16] campuslabs.com
[15] google.com

Top Domains in Tweet in G1:
[875] twitter.com
[689] unmc.edu
[33] nodexlgraphgallery.org
[29] peopleadmin.com
[27] youtube.com
[19] zoom.us
[11] campuslabs.com
[8] wiley.com
[7] sciencedirect.com
[7] unl.edu

Top Domains in Tweet in G2:
[188] twitter.com
[55] unmc.edu
[8] oup.com
[7] nejm.org
[4] sciencedirect.com
[2] nytimes.com
[2] notion.site
[1] scai.org
[1] newschannelnebraska.com
[1] everydayhealth.com

Top Domains in Tweet in G3:
[102] twitter.com
[22] unmc.edu
[17] zoom.us
[17] globalcrisismgmtrpt.com
[5] netec.org
[5] gavi.org
[5] echo360.org
[4] cdc.gov
[3] zoomgov.com
[3] npr.org

Top Domains in Tweet in G4:
[31] twitter.com
[2] unmc.edu
[1] springer.com
[1] google.com

Top Domains in Tweet in G5:
[54] twitter.com
[11] douglascountyhealth.com
[8] omaha.com
[7] ketv.com
[2] cdc.gov
[2] openvaers.com
[2] rumble.com
[2] telemundonebraska.com
[1] youtube.com
[1] brownstone.org

Top Domains in Tweet in G6:
[78] twitter.com
[28] unmc.edu
[5] campuslabs.com
[3] sciencedirect.com
[3] zoom.us
[1] jimmunol.org
[1] youtube.com
[1] peopleadmin.com
[1] nature.com
[1] hematology.org

Top Domains in Tweet in G7:
[50] twitter.com

Top Domains in Tweet in G8:
[55] twitter.com
[14] unmc.edu
[8] unjoblist.org
[8] journalstar.com
[4] zoom.us
[4] unmc.ug
[4] linkedin.com
[4] newsothersmiss.com
[3] brassballs.blog
[3] northplattepost.com

Top Domains in Tweet in G9:
[36] twitter.com
[1] wikipedia.org
[1] pathable.com
[1] nih.gov
[1] nejm.org

Top Domains in Tweet in G10:
[4] twitter.com
[1] caringbridge.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[76] unmciae
[75] meded
[73] unmc
[64] medtwitter
[64] iamunmc
[53] covid19
[51] unmcim
[42] acr22
[33] nebraska
[29] unmcmmi



Top Hashtags in Tweet in G1:
[76] unmciae
[55] meded
[53] iamunmc
[32] covid19
[28] unmcmmi
[25] medtwitter
[24] medlibs
[23] unmcgrad
[20] nebraska
[20] scicomm

Top Hashtags in Tweet in G2:
[35] unmcim
[23] imunmc
[12] medtwitter
[12] idtwitter
[11] iamunmc
[10] meded
[10] ash22
[9] acr22
[7] twitterx
[6] kidneywk

Top Hashtags in Tweet in G3:
[15] medtwitter
[13] ebola
[13] healthcare
[12] netec
[11] rsv
[10] nursetwitter
[10] infectionprevention
[10] healthcareworkers
[9] covid19
[8] infectiousdisease

Top Hashtags in Tweet in G4:
[15] gitwitter
[11] womeningi
[6] laurenkeim
[6] medtwitter
[5] futureofgi
[4] fellowshipmatch
[4] unmc
[3] crcscreening
[3] nathaliekhoury
[3] checkyourcolon

Top Hashtags in Tweet in G5:
[11] covid19
[5] omaha
[1] omahascanner
[1] sunset
[1] skyline
[1] shotoncanon
[1] canon
[1] canonr5
[1] home
[1] run

Top Hashtags in Tweet in G6:
[7] ji_topread
[7] ros
[6] pedsneuro2022
[4] ash22
[3] miamineuroscienceinstitute
[3] neuroscience
[2] neurosurgery
[1] staphaureus
[1] readtheji
[1] staphylococcusaureus

Top Hashtags in Tweet in G7:
[18] unmc
[4] enabling
[4] education
[2] nursing
[2] midwifery
[1] visionaryleader
[1] practice

Top Hashtags in Tweet in G8:
[14] unmc
[8] jobs
[3] health
[2] nebraska
[2] wellness
[2] wellnessomega
[2] pmr
[2] physiatry
[1] vds
[1] sre

Top Hashtags in Tweet in G9:
[30] acr22
[12] rheumtwitter
[8] acrknowledgebowl
[6] gout
[4] allopurinol
[4] febuxostat
[4] ckd
[2] midwestmonday
[1] floydofrosedale
[1] fit

Top Hashtags in Tweet in G10:
[1] miracles

Top Words
Top Words in Tweet in Entire Graph:
[2214] unmc
[640] dr
[362] health
[321] research
[311] congratulations
[307] more
[299] nebraska
[258] students
[247] nebraskamed
[239] today

Top Words in Tweet in G1:
[1180] unmc
[312] dr
[252] health
[199] thartman2u
[197] more
[182] students
[172] nebraska
[163] research
[147] today
[141] unmc_iae

Top Words in Tweet in G2:
[225] unmc
[141] dr
[139] unmc_id
[136] nebraskamed
[135] unmc_im
[119] baystate_health
[112] scai
[110] amirlotfi9
[108] baystate_cards
[108] umasschan

Top Words in Tweet in G3:
[75] unmc_gchs
[56] thenetec
[49] unmc
[34] nebraskamed
[30] covid
[30] globalcmrpt
[29] ebola
[28] report
[27] webinar
[25] thartman2u

Top Words in Tweet in G4:
[115] unmc_gihep
[57] kehutchins77
[38] einsteinhealth
[37] jleightonmd
[37] ibdgijami
[37] unmc
[30] peaknatapatmd
[28] work
[26] congratulations
[25] dr

Top Words in Tweet in G5:
[108] unmc
[50] omaha_scanner
[38] healthdouglasco
[35] owhnews
[29] ketv
[29] nedhhs
[29] douglascountyne
[29] view
[29] omahafire
[27] omaha

Top Words in Tweet in G6:
[66] unmc_gcba
[42] unmc_neurosurg
[39] unmc
[35] congratulations
[35] unmc_bisb
[33] research
[31] lab
[29] phd
[28] group
[27] dr

Top Words in Tweet in G7:
[87] unmc
[86] nurses
[82] midwives
[72] president
[68] council
[52] kagutamuseveni
[49] jessica_alupo
[42] uganda
[37] honoured
[37] represent

Top Words in Tweet in G8:
[89] unmc
[25] nebraska
[21] students
[18] nursing
[18] center
[16] medical
[16] program
[16] university
[14] #unmc
[13] college

Top Words in Tweet in G9:
[111] unmc_rheum
[76] intmedatiowa
[63] beckysuetoo
[57] im_iowa
[47] kilianmd
[47] uabrheum
[47] sarahnimri89
[47] wustlimmuno
[46] michellml85
[45] drpujamehta1

Top Words in Tweet in G10:
[110] yesterday
[59] scheeledanielle
[56] day
[55] pictures
[55] madonna
[55] apart
[55] last
[55] 98
[55] bittersweet
[55] days

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[108] baystate_health,umasschan
[107] baystate_cards,baystateim
[103] learn,more
[101] unmc,baystate_cards
[100] hvccpcu,nebraskamed
[100] baystatepeds,unmc
[100] baystateim,hvccpcu
[100] umasschan,baystatepeds
[99] amirlotfi9,aicardio
[99] accintouch,scai

Top Word Pairs in Tweet in G1:
[76] learn,more
[62] unmc_iae,#unmciae
[43] unmc,college
[41] public,health
[37] unmc,public
[36] happy,holidays
[35] public,safety
[33] read,more
[33] nodexl,thartman2u
[32] university,nebraska

Top Word Pairs in Tweet in G2:
[108] baystate_health,umasschan
[107] baystate_cards,baystateim
[101] unmc,baystate_cards
[100] hvccpcu,nebraskamed
[100] baystatepeds,unmc
[100] baystateim,hvccpcu
[100] umasschan,baystatepeds
[99] aicardio,jewishhartford
[99] accintouch,scai
[99] nebraskamed,accintouch

Top Word Pairs in Tweet in G3:
[22] covid,19
[21] unmc,nebraskamed
[20] situation,report
[14] uganda,ebola
[13] outbreak,situation
[13] ebola,outbreak
[12] netec,expert
[10] infectious,diseases
[10] learn,more
[10] nacchoalerts,astho

Top Word Pairs in Tweet in G4:
[37] kehutchins77,einsteinhealth
[37] unmc_gihep,kehutchins77
[36] einsteinhealth,ibdgijami
[34] ibdgijami,jleightonmd
[22] peaknatapatmd,unmc_gihep
[18] daviddiehlmd,douglasadlermd
[15] proud,part
[14] very,proud
[11] jleightonmd,thanks
[10] work,two

Top Word Pairs in Tweet in G5:
[29] omahafire,owhnews
[29] omaha_scanner,omahafire
[29] douglascountyne,unmc
[29] unmc,nedhhs
[29] nedhhs,omaha_scanner
[27] mutual,unmc
[27] omaha,view
[27] downtown,left
[27] tonight's,awesome
[27] left,mutual

Top Word Pairs in Tweet in G6:
[30] unmc_gcba,unmc_bisb
[18] research,tech
[18] lab,looking
[18] join,young
[18] tech,join
[18] young,exciting
[18] interested,cells
[18] looking,research
[18] ramanathan,lab
[18] group,interested

Top Word Pairs in Tweet in G7:
[81] nurses,midwives
[66] midwives,council
[60] council,unmc
[40] president,kagutamuseveni
[37] kagutamuseveni,nurses
[37] honoured,represent
[37] afternoon,honoured
[37] represent,president
[36] unmc,celebrat
[36] jessica_alupo,afternoon

Top Word Pairs in Tweet in G8:
[15] university,nebraska
[14] nebraska,medical
[13] medical,center
[12] nursing,students
[10] students,neighboring
[10] unmc,offering
[10] campuses,scottsbluff
[10] states,study
[10] program,intended
[10] neighboring,states

Top Word Pairs in Tweet in G9:
[47] intmedatiowa,im_iowa
[47] wustlimmuno,kilianmd
[47] uabrheum,unmc_rheum
[47] unmc_rheum,wustlimmuno
[47] kilianmd,sarahnimri89
[46] sarahnimri89,michellml85
[41] beckysuetoo,uabrheum
[41] aminalyan,damanlangguth
[41] im_iowa,beckysuetoo
[39] michellml85,drpujamehta1

Top Word Pairs in Tweet in G10:
[55] days,apart
[55] day,madonna
[55] last,day
[55] apart,yesterday
[55] 98,days
[55] yesterday,bittersweet
[55] yesterday,daughters
[55] daughters,last
[55] bittersweet,pictures
[55] pictures,98

Top Replied-To
Top Replied-To in Entire Graph:
@agoldsweig
@uiowa_rheum
@unmc
@peaknatapatmd
@unmc_gcba
@jeromeadamsmd
@unmc_rheum
@thartman2u
@unmc_id
@anasua_d

Top Replied-To in G1:
@jeromeadamsmd
@unmc
@thartman2u
@unmc_pediatrics
@drhowardliu
@unmc_mmi
@unmccon
@windywalonso
@unmc_pedsccm
@leahcookphd

Top Replied-To in G2:
@agoldsweig
@unmc_id
@bryan_idpharmd
@vijayarbhatt1
@unmcimresidency
@unmc_im
@unmc_rheum
@cesardc_md
@drandrekalil
@nebraskamed

Top Replied-To in G3:
@unmc_gchs
@emoryuniversity
@sauer929
@docsocksomaha
@the_nsps
@unmc
@fema
@thartman2u
@nb_covid_info

Top Replied-To in G4:
@peaknatapatmd
@anasua_d
@neilbhogalmd
@kehutchins77
@elfertkhaled
@unmc_gihep
@dcharabaty
@derrickeichele
@neenasabrahammd
@amergastroassn

Top Replied-To in G5:
@healthdouglasco
@omaha_scanner
@unmc
@nebraskapigs
@ethicalskeptic
@cbw50
@unmcshpep
@unmc_im
@vaccineresist
@kukicat7

Top Replied-To in G6:
@unmc_gcba
@karlijwittorf
@rkatehyde
@kevinmartinlee
@unmc_neurosurg
@j_immunol
@deniswirtz
@izharqazi55
@ghosallab
@unmc

Top Replied-To in G7:
@brucekamusiime
@rosenanyongacla
@noowe86
@asiimwefpro
@ank50ambr
@profokiria
@ubnmsastudents

Top Replied-To in G9:
@uiowa_rheum
@unmc_rheum
@intmedatiowa
@bharatkumarmd
@angusworthing
@ashimamakol
@uptotate
@ericdeinmd
@immunerheum
@karen_kc123

Top Replied-To in G10:
@scheeledanielle
@derrickvanorden

Top Mentioned
Top Mentioned in Entire Graph:
@unmc
@nebraskamed
@thartman2u
@unmc_im
@unmc_gchs
@unmc_rheum
@unmc_id
@unmc_iae
@unmc_gihep
@baystate_health

Top Mentioned in G1:
@unmc
@thartman2u
@unmc_iae
@unmcinclusion
@unmccoph
@unmc_gchs
@unmc_pathmicro
@unmc_iexcel
@unmc_mmi
@nebraskamed

Top Mentioned in G2:
@unmc
@nebraskamed
@unmc_im
@unmc_id
@baystate_health
@scai
@amirlotfi9
@baystate_cards
@umasschan
@baystateim

Top Mentioned in G3:
@unmc_gchs
@thenetec
@unmc
@nebraskamed
@globalcmrpt
@thartman2u
@nychealthsystem
@denverhealthmed
@whouganda
@emoryuniversity

Top Mentioned in G4:
@unmc_gihep
@kehutchins77
@einsteinhealth
@ibdgijami
@jleightonmd
@unmc
@unmc_im
@2higmd
@daviddiehlmd
@douglasadlermd

Top Mentioned in G5:
@omaha_scanner
@unmc
@owhnews
@douglascountyne
@nedhhs
@omahafire
@ketv
@healthdouglasco
@noiseomaha
@newschannelne

Top Mentioned in G6:
@unmc_gcba
@unmc_neurosurg
@unmc_bisb
@unmc
@joemenousekmd
@spramanathan
@kielianlab
@unmcigpbs
@ghosallab
@unmc_biochem

Top Mentioned in G7:
@kagutamuseveni
@jessica_alupo
@minofhealthug
@janeruth_aceng
@dianaatwine
@ciuuga
@rosenanyongacla
@geraldinebito20
@unmc
@nbstv

Top Mentioned in G8:
@sagcast452
@threedogs333

Top Mentioned in G9:
@unmc_rheum
@intmedatiowa
@beckysuetoo
@im_iowa
@uabrheum
@wustlimmuno
@kilianmd
@sarahnimri89
@michellml85
@drpujamehta1

Top Mentioned in G10:
@scheeledanielle
@unmc

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@missb62
@kamzou08
@john1966olsen
@stugs
@b1e56df9ce6549f
@brontyman
@kontra402
@education_24x7
@nancypeggy

Top Tweeters in G1:
@nytimes
@hiringcare
@pkanagaratnam
@b0tsci
@tomvarghesejr
@botforequality
@academicchatter
@epochtimes
@margymaclibrary
@virboy21

Top Tweeters in G2:
@avocalistsrival
@lyyved
@cbcnews
@theatlantic
@in_stemm
@sondrawomen
@everydayhealth
@redsox
@1228erin
@etsshow

Top Tweeters in G3:
@john1966olsen
@b1e56df9ce6549f
@3vil_qu33n
@zftwarning
@globalcmrpt
@publichealthmap
@wiserthaniwasb4
@yindee20
@greene_thoughts
@caddie92

Top Tweeters in G4:
@celestinogutirr
@cryptovitas
@shimaghavimimd
@antibioticsbot
@gastrorts
@amcollegegastro
@aasldtweets
@dcharabaty
@amergastroassn
@stevenbollipo

Top Tweeters in G5:
@missb62
@ketv
@chris_steller
@theseventhbrat
@owhnews
@makoto_au_japon
@hopesmeels
@gdlcolorado
@catturd2
@caroljsroth

Top Tweeters in G6:
@dc_assemblers
@westr
@johnshopkins
@deniswirtz
@naturecomms
@fordhamnyc
@ash_hematology
@adebowalesaheed
@pavlosmsaouel
@drolubamiji

Top Tweeters in G7:
@nbstv
@ntvuganda
@bumbajimex
@kamukamafredie
@_ongirirn
@edwardgen256
@2008gomu
@niyimic
@aaronkaviiri
@ugsupport256

Top Tweeters in G8:
@pulpnews
@kamzou08
@stugs
@kontra402
@ahighervision
@sakalmedianews
@journalstarnews
@unjoblist_dl
@unjoblist_ds
@transformatte

Top Tweeters in G9:
@syncenerd_carli
@rheum_cat
@gophersports
@kaz_yos
@arthritisfdn
@psufka
@slu_official
@acrheum
@drpujamehta1
@beckysuetoo

Top Tweeters in G10:
@neesietweets
@toppreps
@sarend09
@amars50
@maxreed2015
@qualitytweets78
@sirtonna
@scbarbee
@julio_rolson
@bair7bair