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#UMD_2021-10-11_07-12-59.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 11, 2021
Short Description:
#UMD via NodeXL https://bit.ly/3Awb6Ci
@umdresearch
@uofmaryland
@president_pines
@amitava_physics
@levy_sage
@umdrightnow
@umdcollegeofed
@ionq_inc
@umd_agnr
@umdpublichealth

Top hashtags:
#umd
#ncat
#tamu
#ksu
#nyu
#fiu
#umuc
#ung
#twu
#fsu

Description:
Description
The graph represents a network of 590 Twitter users whose tweets in the requested range contained "#UMD", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 October 2021 at 14:13 UTC.

The requested start date was Monday, 11 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 15-minute period from Monday, 27 September 2021 at 00:10 UTC to Sunday, 10 October 2021 at 23:26 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 : 590
Unique Edges : 406
Edges With Duplicates : 1297
Total Edges : 1703
Number of Edge Types : 5
Tweet : 498
Retweet : 438
MentionsInRetweet : 500
Mentions : 246
Replies to : 21
Self-Loops : 601
Reciprocated Vertex Pair Ratio : 0.0714285714285714
Reciprocated Edge Ratio : 0.133333333333333
Connected Components : 194
Single-Vertex Connected Components : 152
Maximum Vertices in a Connected Component : 251
Maximum Edges in a Connected Component : 814
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.141928
Graph Density : 0.00181289747057639
Modularity : 0.356723
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 590 Twitter users whose tweets in the requested range contained "#UMD", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 October 2021 at 14:13 UTC.

The requested start date was Monday, 11 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 15-minute period from Monday, 27 September 2021 at 00:10 UTC to Sunday, 10 October 2021 at 23:26 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 : GraphServerTwitterSearch
Graph Term : #UMD
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:
[9] https://twitter.com/messages/compose?recipient_id=1409513823502061571
[5] https://github.com/InsightSoftwareConsortium/itk-js
[4] https://publicate.it/p/BZXxyI1kaOHD248717
[4] https://universitas21.com/U213MT2021
[4] https://dbknews.com/2021/09/27/umd-research-institute-quantum-diversity-stem/
[4] https://www.instagram.com/accounts/login/
[3] https://eng.umd.edu/news/story/umd-research-team-creates-lsquoswitchablersquo-adhesive-for-repairing-cuts-and-tears-in-tissue
[3] http://www.jamiehansman.com/blog/fafsa-simplification-act-1#.YUuJ7UoPa-Y.twitter
[2] https://www.reuters.com/lifestyle/science/severe-covid-19-may-trigger-autoimmune-conditions-new-variants-cause-more-virus-2021-09-22/
[2] https://today.umd.edu/diagnosis-rude

Top URLs in Tweet in G1:
[3] http://www.jamiehansman.com/blog/fafsa-simplification-act-1#.YUuJ7UoPa-Y.twitter
[2] https://it.umd.edu/news/2021/privacy-policy-forums
[2] https://docs.google.com/forms/d/e/1FAIpQLSf8Q8okHxfaL-iQC5xs_17kiPygKPwarvQgBlVtJtGvxWdzNA/viewform
[1] https://terplink.umd.edu/event/7430532
[1] https://twitter.com/thewillwitt/status/1442579081963266048
[1] https://www.linkedin.com/slink?code=dyaFWCeE
[1] https://twitter.com/messages/compose?recipient_id=1325334016631992321
[1] https://www.insidehighered.com/views/2021/09/30/why-and-how-colleges-should-create-strong-first-impressions-opinion
[1] https://create.epilogg.com/epilogg/view/2203
[1] https://adminvp.umd.edu/current-projects/new-residence-halls-dining-johnson-whittle-hall-and-pyon-chen-hall

Top URLs in Tweet in G2:
[3] https://publicate.it/p/BZXxyI1kaOHD248717
[2] https://umd.us12.list-manage.com/subscribe?u=1283600ae572d9ac7cc4b89b9&id=31ae6a5ece
[2] https://eng.umd.edu/news/story/umd-research-team-creates-lsquoswitchablersquo-adhesive-for-repairing-cuts-and-tears-in-tissue
[2] https://phys.org/news/2021-09-successful-startups-friendships-business-teams.html
[2] https://today.umd.edu/diagnosis-rude
[2] https://www.destinationcrm.com/Articles/Editorial/Magazine-Features/A-Road-Map-for-Creating-a-Winning-Mobile-App-149217.aspx
[1] https://www.reuters.com/lifestyle/science/severe-covid-19-may-trigger-autoimmune-conditions-new-variants-cause-more-virus-2021-09-22/
[1] https://publicate.it/p/pQmHJ6247442
[1] https://twitter.com/UMDResearch/status/1445395917629177859
[1] https://www.baltimoresun.com/opinion/op-ed/bs-ed-op-1004-quantum-revolution-20211001-a5wn4cexlng57oly4gbzdurm44-story.html

Top URLs in Tweet in G3:
[1] https://go.umd.edu/TaM
[1] https://go.umd.edu/TEJ
[1] https://go.umd.edu/TXH
[1] https://go.umd.edu/Tb3
[1] https://go.umd.edu/TbZ
[1] https://go.umd.edu/TEH
[1] https://linktr.ee/HearTheTurtle
[1] https://twitter.com/HearTheTurtle/status/1442593986233970689
[1] https://fyb.umd.edu/
[1] https://today.umd.edu/piecing-together-a-historic-puzzle

Top URLs in Tweet in G4:
[1] https://twitter.com/DiverseTerps/status/1437899150671106051
[1] https://go.umd.edu/TWM
[1] https://go.umd.edu/TbH
[1] https://publicate.it/p/BZXxyI1kaOHD248717

Top URLs in Tweet in G5:
[1] https://www.thecenterforhealthyfamilies.com/
[1] https://fyb.umd.edu/
[1] https://twitter.com/i/status/1440040725937209344

Top URLs in Tweet in G6:
[2] https://mybook.to/TrustingTrey

Top URLs in Tweet in G7:
[1] https://www.reuters.com/lifestyle/science/severe-covid-19-may-trigger-autoimmune-conditions-new-variants-cause-more-virus-2021-09-22/
[1] https://go.umd.edu/Tbq
[1] https://www.baltimoresun.com/opinion/op-ed/bs-ed-op-1004-quantum-revolution-20211001-a5wn4cexlng57oly4gbzdurm44-story.html
[1] https://www.google.com/amp/s/wjla.com/amp/news/local/parents-of-google-co-founder-donate-9-million-to-umd
[1] https://www.nbcwashington.com/news/local/umd-program-helps-students-with-developmental-disabilities-achieve-the-college-experience/2810475/
[1] https://www.insidehighered.com/views/2021/09/30/why-and-how-colleges-should-create-strong-first-impressions-opinion
[1] https://today.umd.edu/study-anti-black-racism-fell-temporarily-following-floyds-killing
[1] https://terp.umd.edu/how-the-diet-soda-effect-cuts-the-benefit-of-climate-friendly-cars/#.YVMZvprMKUk
[1] https://go.umd.edu/TE7
[1] https://go.umd.edu/TEV

Top URLs in Tweet in G8:
[2] https://omse.umd.edu/event/national-tutoring-week-winning-wednesdays/
[1] https://www.hispanicresearchcenter.org/research-resources/latino-parents-report-positive-co-parenting-and-parent-child-interactions-that-vary-by-gender-and-nativity/
[1] https://education.umd.edu/news/events/terrapin-edtalks-2021
[1] https://go.umd.edu/RS
[1] https://education.umd.edu/news/10-06-21-college-education-welcomes-new-faculty
[1] https://education.umd.edu/news/10-05-21-interim-dean-laura-stapleton-selected-governor-hogan-accountability-and-implementation
[1] https://omse.umd.edu/event/national-tutoring-week-thank-a-tutor-thursday/
[1] https://go.umd.edu/uppcoun1
[1] https://omse.umd.edu/
[1] https://www.familyweekend.umd.edu/friday-october-1/

Top URLs in Tweet in G9:
[5] https://github.com/InsightSoftwareConsortium/itk-js

Top Domains
Top Domains in Tweet in Entire Graph:
[66] umd.edu
[30] twitter.com
[6] youtube.com
[5] publicate.it
[5] dbknews.com
[5] github.com
[4] universitas21.com
[4] google.com
[4] instagram.com
[3] whatsapp.com

Top Domains in Tweet in G1:
[8] umd.edu
[3] jamiehansman.com
[3] google.com
[2] twitter.com
[2] linkedin.com
[1] insidehighered.com
[1] epilogg.com
[1] cbssports.com
[1] aspiringdream.me
[1] service-now.com

Top Domains in Tweet in G2:
[24] umd.edu
[4] publicate.it
[2] list-manage.com
[2] twitter.com
[2] washingtonpost.com
[2] phys.org
[2] destinationcrm.com
[1] reuters.com
[1] baltimoresun.com
[1] digitaltrends.com

Top Domains in Tweet in G3:
[9] umd.edu
[2] twitter.com
[1] linktr.ee
[1] devtechnology.com

Top Domains in Tweet in G4:
[2] umd.edu
[1] twitter.com
[1] publicate.it

Top Domains in Tweet in G5:
[1] thecenterforhealthyfamilies.com
[1] umd.edu
[1] twitter.com

Top Domains in Tweet in G6:
[2] mybook.to

Top Domains in Tweet in G7:
[6] umd.edu
[1] reuters.com
[1] baltimoresun.com
[1] google.com
[1] nbcwashington.com
[1] insidehighered.com

Top Domains in Tweet in G8:
[10] umd.edu
[1] hispanicresearchcenter.org

Top Domains in Tweet in G9:
[5] github.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[841] umd
[496] ncat
[382] tamu
[364] ksu
[356] nyu
[349] fiu
[319] umuc
[295] ung
[288] twu
[286] fsu



Top Hashtags in Tweet in G1:
[317] umd
[306] ncat
[237] tamu
[232] ksu
[225] nyu
[221] fiu
[204] umuc
[195] ung
[195] fsu
[191] uncp

Top Hashtags in Tweet in G2:
[90] umd
[5] ai
[3] maryland
[2] nsfstories
[1] msu
[1] testudo
[1] terps
[1] shellshocked
[1] blackout
[1] goterps

Top Hashtags in Tweet in G3:
[40] umd
[4] terps
[3] mentalhealthawarenessweek
[2] fearlessideas
[2] firstyearbook
[2] terrapinstrong
[2] archaeology
[1] hispanicheritagemonth
[1] covid19
[1] hopewellva

Top Hashtags in Tweet in G4:
[16] umd
[1] firstlookfairumd
[1] terrapinstrong
[1] worldmentalhealthday

Top Hashtags in Tweet in G5:
[31] umd
[4] worldmentalhealthday
[2] fyb
[2] firstyearbook
[1] mentalhealthforall
[1] terrapinstrong
[1] terpfamily
[1] umdfamilyweekend
[1] terps
[1] goterps

Top Hashtags in Tweet in G6:
[30] umd
[2] ku
[2] romancereaders
[2] christmas
[2] romancenovels

Top Hashtags in Tweet in G7:
[25] umd
[1] beaterp
[1] maryland

Top Hashtags in Tweet in G8:
[22] umd
[11] nationaltutoringweek
[9] successfulatadistance
[5] savethedate
[5] edterps
[4] terps
[2] event
[2] thankatutor
[1] succesfulatadistance
[1] umdfamilyweekend2021

Top Hashtags in Tweet in G9:
[12] ncat
[10] umd
[10] famu
[10] pvamu
[10] vsu
[10] scsu
[10] ssu
[10] fvsu
[10] xula25
[6] javascript

Top Hashtags in Tweet in G10:
[14] umd
[13] terps
[1] goterps

Top Words
Top Words in Tweet in Entire Graph:
[796] #umd
[495] #ncat
[382] #tamu
[364] #ksu
[355] #nyu
[349] #fiu
[318] #umuc
[295] #ung
[288] #twu
[286] #fsu

Top Words in Tweet in G1:
[316] #umd
[305] #ncat
[237] #tamu
[232] #ksu
[224] #nyu
[221] #fiu
[203] #umuc
[195] #ung
[195] #fsu
[191] #uncp

Top Words in Tweet in G2:
[69] #umd
[42] umdresearch
[24] research
[23] more
[21] #umd's
[20] professor
[14] book
[11] weighs
[10] quantum
[10] study

Top Words in Tweet in G3:
[40] #umd
[32] uofmaryland
[13] join
[13] oct
[11] more
[11] space
[11] quantum
[11] merrillcollege
[11] news
[10] make

Top Words in Tweet in G4:
[25] president_pines
[19] ionq_inc
[17] celebrate
[17] today
[16] #umd
[16] nyse
[16] kenulman
[16] mike
[16] poterala
[16] ipo

Top Words in Tweet in G5:
[31] #umd
[25] students
[13] hey
[13] physical
[12] disability
[11] first
[11] hi
[11] feel
[11] school's
[11] level

Top Words in Tweet in G6:
[30] allison
[30] college
[30] senior
[30] ready
[30] graduate
[30] #umd
[30] going
[30] school
[30] working
[30] filled

Top Words in Tweet in G7:
[15] #umd
[13] more
[10] #umd's
[8] covid
[8] 19
[8] virus
[8] research
[8] katie
[8] major
[7] severe

Top Words in Tweet in G8:
[26] umdomse
[19] #umd
[16] ntatutor
[15] umdcollegeofed
[11] amazing
[11] tutors
[11] #nationaltutoringweek
[10] tutoring
[9] october
[9] #successfulatadistance

Top Words in Tweet in G9:
[19] due
[12] #ncat
[10] #umd
[10] assignment
[10] today
[10] done
[10] professionals
[10] #famu
[10] #pvamu
[10] #vsu

Top Words in Tweet in G10:
[14] parents'
[14] weekend
[14] #umd
[13] shillman1
[13] maryland
[13] #terps

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[288] #twu,#umd
[287] #tamu,#twu
[280] #umd,#umuc
[279] #fsu,#fiu
[279] #fiu,#ucf
[278] #ucf,#nyu
[277] #liu,#uncp
[274] #ksu,#wsu
[274] #wsu,#fsu
[274] #ncat,#tamu

Top Word Pairs in Tweet in G1:
[190] #tamu,#twu
[190] #twu,#umd
[188] #fsu,#fiu
[188] #fiu,#ucf
[187] #ucf,#nyu
[186] #liu,#uncp
[185] #ksu,#wsu
[185] #wsu,#fsu
[183] #umd,#umuc
[183] #ncat,#tamu

Top Word Pairs in Tweet in G2:
[18] #umd,research
[14] umdresearch,#umd
[12] #umd,professor
[9] research,roundup
[7] umdresearch,#umd's
[6] professor,gershun
[6] gershun,avilez's
[6] avilez's,book
[6] book,black
[6] black,queer

Top Word Pairs in Tweet in G3:
[10] make,mistake
[10] space,race
[10] race,first
[10] first,unleash
[10] unleash,power
[10] power,quantum
[10] join,oct
[10] oct,14
[10] 14,dr
[10] dr,sarah

Top Word Pairs in Tweet in G4:
[16] nyse,kenulman
[16] kenulman,mike
[16] mike,poterala
[16] poterala,celebrate
[16] celebrate,ipo
[16] ipo,ionq_inc
[16] ionq_inc,today
[16] today,ionq
[16] ionq,revolutionary
[16] revolutionary,startup

Top Word Pairs in Tweet in G5:
[14] #umd,students
[12] physical,disability
[11] hi,#umd
[11] students,feel
[11] feel,school's
[11] school's,level
[11] level,accessibility
[11] accessibility,students
[11] students,physical
[10] levy_sage,hi

Top Word Pairs in Tweet in G6:
[30] allison,college
[30] college,senior
[30] senior,ready
[30] ready,graduate
[30] graduate,#umd
[30] #umd,going
[30] going,school
[30] school,working
[30] working,filled
[30] filled,days

Top Word Pairs in Tweet in G7:
[8] covid,19
[7] severe,covid
[7] 19,trigger
[7] trigger,autoimmune
[7] autoimmune,conditions
[7] conditions,variants
[7] variants,cause
[7] cause,more
[7] more,virus
[7] virus,air

Top Word Pairs in Tweet in G8:
[11] amazing,tutors
[10] ntatutor,#nationaltutoringweek
[9] #umd,#successfulatadistance
[8] umdomse,celebrating
[8] celebrating,ntatutor
[8] #nationaltutoringweek,october
[8] october,know
[8] know,amazing
[8] tutors,introducing
[6] read,nrchispanic

Top Word Pairs in Tweet in G9:
[10] assignment,due
[10] due,today
[10] today,done
[10] done,professionals
[10] professionals,#ncat
[10] #ncat,#famu
[10] #famu,#pvamu
[10] #pvamu,#vsu
[10] #vsu,#scsu
[10] #scsu,#ssu

Top Word Pairs in Tweet in G10:
[14] parents',weekend
[13] weekend,maryland
[13] maryland,#terps
[13] #terps,#umd
[12] shillman1,parents'

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@umdresearch
@uofmaryland
@president_pines
@katiemettner
@ionq_inc
@umdcollegeofed
@nyse
@kenulman
@ntatutor
@merrillcollege

Top Mentioned in G1:
@onlinew72699675
@aliciaonlin
@zeroplagiarism1
@_customwriters
@assignmentbest1
@top_tutorscorp
@idealtutor2020
@essays_exams
@dissertations00
@academics_real

Top Mentioned in G2:
@umdresearch
@umd_arhu
@umdscience
@bsosumd
@smithbraintrust
@umdpublichealth
@umdcollegeofed
@benbendc
@teamuidp

Top Mentioned in G3:
@uofmaryland
@merrillcollege
@media_politics
@terpsfootball
@president_pines
@nsf
@umms
@ionq_i
@nih

Top Mentioned in G4:
@president_pines
@ionq_inc
@nyse
@kenulman
@umdresearch
@lgbtqequity
@umdpublichealth

Top Mentioned in G5:
@levy_sage
@firstyearbook
@thedbk
@dborzeko
@umdpublichealth
@terpfamily
@umdresearch
@hannahzziegler
@godnickmonica
@fmscumd

Top Mentioned in G6:
@katiemettner

Top Mentioned in G7:
@umdrightnow
@umd_agnr
@umd_tdps
@don_
@umdresearch
@umdpublichealth
@president_pines
@sustainabl
@don_milton
@reuters

Top Mentioned in G8:
@ntatutor
@umdcollegeofed
@umdomse
@nrchispanic
@uofmaryland
@lauramstapleton
@umdresearch
@natashajcabrera
@umcounselingctr

Top Mentioned in G9:
@essaywriters0
@ulmdesign
@schoolhub6

Top Mentioned in G10:
@shillman1

Top Tweeters
Top Tweeters in Entire Graph:
@kayemenner
@nblackthorne
@chidambara09
@thudao76
@mellowcello1
@cherrymischivus
@tudortweep
@reuters
@business
@morolswediu

Top Tweeters in G1:
@hlpleasurecoach
@jeronimobrat
@idealtutor2020
@sicegame_mik3
@_customwriters
@prowriters001a
@gradeaesssays
@phillipmramos
@nsbso
@uvakarebear

Top Tweeters in G2:
@business
@businessinsider
@ml_tweet_bot
@nytimes
@washingtonpost
@time
@fox5dc
@foxbaltimore
@baltimoresun
@digitaltrends

Top Tweeters in G3:
@mialis79
@usnews
@ericjdesigns
@pbs
@hann23
@nasa
@kiaorasquirtle
@moniesha0
@nsf
@merrillcollege

Top Tweeters in G4:
@thesiliconhill
@thegoaliswealth
@elwalvador
@ehinesphd
@nyse
@thequantumbot
@meekmuf
@kenulman
@nbentley_
@avalmon

Top Tweeters in G5:
@thedbk
@ecotrombonegal
@emilyh5683
@umdpublichealth
@gringafrijole
@jluwrites
@hercampusumd
@evaasanchezzz
@jacksondevadas
@pubhlthsciumd

Top Tweeters in G6:
@kayemenner
@nblackthorne
@mellowcello1
@cherrymischivus
@tudortweep
@aharemboysaga
@katiemettner
@barbiesway
@derrickrbickley
@sunsetsky52

Top Tweeters in G7:
@reuters
@abc7news
@nbcwashington
@autismepi
@insidehighered
@umdrightnow
@umd_oce
@umdhgic
@sustainableumd
@applymaryland

Top Tweeters in G8:
@iamkeonte
@tahmea_
@jeffreyianross
@diverseterps
@sorophd
@nrchispanic
@umdcollegeofed
@ceceiatumd
@ntatutor
@natashajcabrera

Top Tweeters in G9:
@morolswediu
@jfsebastian146
@_funbot
@aprogrammerbot
@2bftawfik
@developerbot_v1
@compchembiobot
@goaidev
@binfotrends
@essaywriters0

Top Tweeters in G10:
@joanisparkles
@carolymorrisse1
@catmeows4u
@voteblue4us
@brybryane
@drydennovelette
@danarene9
@twittartwif
@blissydeux
@persephonetulon


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