#UMD, Twitter, 6/15/2020 1:44:11 PM, 229321


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#UMD_2020-06-15_03-25-32.xlsx
#UMD_2020-06-15_03-25-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 15, 2020
Short Description:
#UMD via NodeXL https://bit.ly/3d17FYf
@uofmaryland
@julianikhinson
@_92infinity
@umdrightnow
@diverseterps
@thestampumd
@nyumburu
@umdresearch
@umd_agnr
@hornbakelibrary

Top hashtags:
#umd
#blmprotest
#silverspring
#policebrutality
#essay
#jalisco
#umdsolidarity

Description:
Description
The graph represents a network of 446 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, 15 June 2020 at 10:25 UTC.

The requested start date was Monday, 15 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 11-day, 4-hour, 37-minute period from Monday, 01 June 2020 at 04:23 UTC to Friday, 12 June 2020 at 09:00 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 : 446
Unique Edges : 330
Edges With Duplicates : 973
Total Edges : 1303
Number of Edge Types : 5
Mentions : 167
Retweet : 408
MentionsInRetweet : 595
Tweet : 126
Replies to : 7
Self-Loops : 138
Reciprocated Vertex Pair Ratio : 0.0574162679425837
Reciprocated Edge Ratio : 0.108597285067873
Connected Components : 52
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 294
Maximum Edges in a Connected Component : 973
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.622187
Graph Density : 0.00334055524764448
Modularity : 0.423259
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 446 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, 15 June 2020 at 10:25 UTC.

The requested start date was Monday, 15 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 11-day, 4-hour, 37-minute period from Monday, 01 June 2020 at 04:23 UTC to Friday, 12 June 2020 at 09:00 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:
[5] https://thesportspulse.com/2020/06/05/umd-outlines-gradual-phased-launch-for-safe-return-of-student-athletes/
[3] https://go.umd.edu/omseinsolidarity
[3] https://choice.fastproducts.org/FastChoice/home/238800/1
[2] https://go.umd.edu/5wK
[2] https://twitter.com/fmscumd/status/1271105184186470408
[2] https://diversity.umd.edu/training-education/umd-solidarity/
[2] https://twitter.com/arielbphd/status/1267894336391430144
[2] https://go.umd.edu/558
[2] https://go.umd.edu/robotic-starfish
[2] https://dbknews.com/2020/06/09/umd-silver-spring-student-protest-police-brutality-black-lives-matter/

Top URLs in Tweet in G1:
[2] https://go.umd.edu/558
[1] https://go.umd.edu/5Sq
[1] https://go.umd.edu/5iD
[1] https://go.umd.edu/5Tj
[1] https://twitter.com/lgbtqterp/status/1270128403606376455
[1] https://twitter.com/UofMaryland/status/1267235304756449281
[1] https://go.umd.edu/anti-racist-action-chat
[1] https://twitter.com/uofmaryland/status/1267524279169581058
[1] https://bit.ly/2BeXYby

Top URLs in Tweet in G2:
[2] https://www.wusa9.com/article/news/local/dc/dc-protests-george-floyd-maryland-professor-wusa9/65-20e7b8bd-022b-40e1-85ce-a20393121fe5
[2] https://go.umd.edu/5wK
[1] https://www.baltimoresun.com/coronavirus/cng-ho-neighborhood-graduation-20200609-jjud4brqn5a67bat7nig5vaiqm-story.html
[1] https://www.theatlantic.com/health/archive/2020/06/why-people-loot/612577/
[1] https://thekojonnamdishow.org/shows/2020-06-10/black-and-blue-the-travails-of-black-police-officers
[1] https://go.umd.edu/5iW
[1] https://go.umd.edu/5wV
[1] https://www.nbcwashington.com/news/local/umd-professor-weighs-in-on-what-defund-the-police-means/2326414/
[1] https://today.umd.edu/articles/umd-launches-week-solidarity-and-reflection-c22a54cb-0637-4565-8afe-712e44cb265f
[1] https://go.umd.edu/cares

Top URLs in Tweet in G3:
[1] http://www.ecatepec.com/noticias/video-espectacular-persecucion-policiaca-de-vehiculo-robado-termina-en-choque-en-jardines-de-morelos/
[1] http://www.revistatmx.com/2020/06/03/personal-de-alta-montana-de-cruz-roja-rescata-el-cuerpo-de-alpinista-en-el-iztaccihuatl/
[1] http://www.revistatmx.com/2020/06/03/con-piedras-llantas-y-palos-comerciantes-mantienen-bloqueo-en-el-municipio-de-los-reyes-la-paz/
[1] http://www.revistatmx.com/2020/06/03/aseguran-policia-federal-ministerial-aparentes-piezas-arqueologicas-en-chiapas/
[1] http://www.revistatmx.com/2020/06/04/asesinan-a-regidor-de-los-reyes-la-paz-y-abandonan-su-cuerpo-en-la-via-publica/
[1] http://www.revistatmx.com/2020/06/06/alcalde-de-ixtlahuacan-de-los-membrillos-no-se-presento-a-comparecer-ante-el-ministerio-publico/
[1] http://www.revistatmx.com/2020/06/06/reviven-en-redes-sociales-video-de-ladytemato-y-la-confunden-con-una-diputada-de-morena/
[1] http://www.revistatmx.com/2020/06/06/gobernador-de-jalisco-manifesto-que-grupos-delictivos-podrian-estar-implicados-en-abusos-contra-manifestantes/
[1] http://www.revistatmx.com/2020/06/08/encapuchados-causan-destrozos-y-saquean-negocios-durante-marcha-por-melanie/
[1] http://www.revistatmx.com/2020/06/09/un-alcalde-fallecido-y-cuatro-mas-contagiados-por-covid-19-en-el-estado-de-mexico/

Top URLs in Tweet in G4:
[2] https://go.umd.edu/omseinsolidarity
[2] https://dbknews.com/2020/06/09/umd-silver-spring-student-protest-police-brutality-black-lives-matter/
[1] https://twitter.com/MeetMckayla/status/1268147625406214152
[1] https://twitter.com/julianikhinson/status/1270417454393462784
[1] https://www.dbknews.com/2020/06/05/umd-students-and-alumni-organize-supply-drive-for-d-c-protesters/

Top URLs in Tweet in G5:
[1] https://yama2718.com/archives/4448
[1] https://www.linkedin.com/slink?code=dYwkxr7
[1] https://phys.org/news/2020-06-gene-eyes-wither-cavefish.html
[1] https://www.instagram.com/accounts/login/?next=/p/CA_o1m-ggIP/%3Figshid%3D1eszcb2tujuj9
[1] https://phenommedia.net/marylands-potential-2021-recruiting-class-part-2/
[1] https://twitter.com/RobertDeNiroUS/status/1268714323729317889
[1] https://twitter.com/RyanFaircloth/status/1268962931720536069
[1] https://www.instagram.com/accounts/login/?next=/p/CBGydi2lt8Z/%3Figshid%3D58fk44wgyhj0
[1] https://www.instagram.com/accounts/login/?next=/p/CBGyBEZlWut/%3Figshid%3D1bz6alx1jdto0
[1] https://www.instagram.com/accounts/login/?next=/p/CBIQPavlngN/%3Figshid%3D8h3eftfk4v94

Top URLs in Tweet in G6:
[2] https://twitter.com/fmscumd/status/1271105184186470408
[2] https://diversity.umd.edu/training-education/umd-solidarity/
[2] https://twitter.com/arielbphd/status/1267894336391430144
[1] https://facemaskdc.com/
[1] https://today.umd.edu/articles/masked-crusader-e0bc5694-4101-40c1-9689-40ac09b13f50
[1] https://alumni.umd.edu/news/doing-good-sid-chakravarthy-%E2%80%9813

Top URLs in Tweet in G7:
[1] https://startupshell.org/makeathon
[1] https://go.umd.edu/UMDSolidarity
[1] https://go.umd.edu/gscircleregistration
[1] https://go.umd.edu/phdjobsearch
[1] https://twitter.com/nelmqvist/status/1269263091101061120
[1] https://twitter.com/u21news/status/1270766514203955202
[1] https://www.peacecorps.gov/

Top URLs in Tweet in G9:
[5] https://thesportspulse.com/2020/06/05/umd-outlines-gradual-phased-launch-for-safe-return-of-student-athletes/
[1] https://thesportspulse.com/2020/06/11/four-star-guard-commits-to-the-terrapins/

Top URLs in Tweet in G10:
[1] https://go.umd.edu/robotic-starfish

Top Domains
Top Domains in Tweet in Entire Graph:
[30] umd.edu
[21] twitter.com
[14] revistatmx.com
[10] instagram.com
[6] thesportspulse.com
[3] ecatepec.com
[3] dbknews.com
[3] fastproducts.org
[2] youtube.com
[2] wusa9.com

Top Domains in Tweet in G1:
[6] umd.edu
[3] twitter.com
[1] bit.ly

Top Domains in Tweet in G2:
[12] umd.edu
[2] wusa9.com
[1] baltimoresun.com
[1] theatlantic.com
[1] thekojonnamdishow.org
[1] nbcwashington.com
[1] youtube.com
[1] zoom.us
[1] publicate.it
[1] insidehighered.com

Top Domains in Tweet in G3:
[14] revistatmx.com
[3] ecatepec.com
[1] twitter.com

Top Domains in Tweet in G4:
[3] dbknews.com
[2] umd.edu
[2] twitter.com

Top Domains in Tweet in G5:
[10] instagram.com
[2] twitter.com
[1] yama2718.com
[1] linkedin.com
[1] phys.org
[1] phenommedia.net

Top Domains in Tweet in G6:
[4] umd.edu
[4] twitter.com
[1] facemaskdc.com

Top Domains in Tweet in G7:
[3] umd.edu
[2] twitter.com
[1] startupshell.org
[1] peacecorps.gov

Top Domains in Tweet in G9:
[6] thesportspulse.com

Top Domains in Tweet in G10:
[1] umd.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[408] umd
[36] blmprotest
[35] silverspring
[35] policebrutality
[34] essay
[29] jalisco
[27] umdsolidarity
[21] write
[20] georgefloyd
[19] umuc



Top Hashtags in Tweet in G1:
[32] umd
[2] umdsolidarity
[1] phdstudent
[1] academicchatter
[1] shutdownacademia
[1] shutdownstem
[1] covid19

Top Hashtags in Tweet in G2:
[64] umd
[6] covid19
[6] umdsolidarity
[1] pgcps
[1] fentanyl
[1] robot
[1] bioinspired
[1] robotics

Top Hashtags in Tweet in G3:
[77] umd
[29] jalisco
[18] policía
[14] giovannilópez
[13] cdmx
[12] edoméx
[12] muerte
[12] manifestantes
[11] policías
[10] enfrentamiento

Top Hashtags in Tweet in G4:
[72] umd
[36] blmprotest
[35] silverspring
[35] policebrutality
[18] systemicracism
[17] protest
[17] policereform
[17] georgefloyd
[17] georgefloydprotest
[6] montgomerycounty

Top Hashtags in Tweet in G5:
[43] umd
[34] essay
[21] write
[19] umuc
[16] ung
[15] tamu
[13] uci
[11] uncp
[11] twu
[11] paper

Top Hashtags in Tweet in G6:
[24] umd
[15] umdsolidarity
[15] universityarchives
[3] blacklivesmatter
[2] antiracist
[2] dogood
[1] goterps
[1] stayfearless
[1] otd
[1] archives

Top Hashtags in Tweet in G7:
[14] umd
[7] shutdownacademia
[7] shutdownstem
[5] umdagnr
[4] gradterps
[2] umdsolidarity
[2] stayglobalumd
[1] umdaginnovation
[1] blacklivesmatter
[1] strike4blacklives

Top Hashtags in Tweet in G8:
[12] terps
[12] umd

Top Hashtags in Tweet in G9:
[6] maryland
[5] sportsnews
[5] umd
[4] collegefootball
[4] covid19pandemic
[2] basketball
[2] recruitment
[2] committed
[1] sports
[1] college

Top Hashtags in Tweet in G10:
[8] umd
[1] robot
[1] bioinspired
[1] robotics

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[134] uofmaryland
[55] racism
[53] deeply
[53] concerned
[53] insufficient
[53] police
[53] accountability
[53] country
[53] systemic
[53] inequities

Top Words in Tweet in G2:
[65] #umd
[45] professor
[36] umdrightnow
[32] sociologistray
[23] more
[23] weighs
[22] police
[18] facing
[18] bsosumd
[16] sociology

Top Words in Tweet in G3:
[77] #umd
[32] revistatmx
[29] #jalisco
[18] #policía
[14] #giovannilópez
[13] tras
[13] #cdmx
[12] #edoméx
[12] #muerte
[12] #manifestantes

Top Words in Tweet in G4:
[73] #umd
[39] students
[36] #blmprotest
[35] #silverspring
[35] #policebrutality
[29] julianikhinson
[28] thedbk
[25] story
[24] organized
[23] yesterday

Top Words in Tweet in G5:
[43] #umd
[35] #essay
[25] help
[23] essay
[22] essays
[22] pay
[21] paper
[21] #write
[20] dm
[19] #umuc

Top Words in Tweet in G6:
[24] #umd
[15] black
[15] lives
[15] matter
[15] #umdsolidarity
[15] #universityarchives
[14] umdarchives
[4] diverseterps
[3] pandemic
[3] nyumburu

Top Words in Tweet in G7:
[14] #umd
[10] community
[7] uofmaryland
[7] #shutdownacademia
[7] #shutdownstem
[7] education
[7] racism
[6] umd_agnr
[6] rise
[6] support

Top Words in Tweet in G8:
[12] very
[12] blessed
[12] receive
[12] another
[12] offer
[12] university
[12] maryland
[12] jokerphillips
[12] terpsfootball
[12] #terps

Top Words in Tweet in G9:
[7] umterps
[6] #maryland
[5] phased
[5] approach
[5] enacted
[5] safe
[5] return
[5] student
[5] athletes
[5] broookksss

Top Words in Tweet in G10:
[8] #umd
[7] researchers
[7] clarkschool
[7] isr_umd
[7] along
[7] colleagues
[7] cmu_mech
[7] wyssinstitute
[7] hseas
[6] umdresearch

Top Word Pairs
Top Word Pairs in Tweet in G2:
[53] sociologistray,weighs
[53] professor,sociologistray
[53] #umd,bsosumd
[53] mia,smith
[53] smith,bynum
[53] facing,pandemics
[53] pandemics,#umd
[53] bsosumd,professor
[52] weighs,dc
[51] dc,protest

Top Word Pairs in Tweet in G3:
[22] #jalisco,#umd
[18] revistatmx,#jalisco
[13] #cdmx,#umd
[13] #edoméx,#umd
[13] #muerte,#giovannilópez
[12] #umd,#enfrentamiento
[12] #enfrentamiento,#policías
[12] #policías,#manifestantes
[12] #manifestantes,#muerte
[12] #giovannilópez,#gu

Top Word Pairs in Tweet in G4:
[28] #umd,students
[22] story,thedbk
[13] organized,#blmprotest
[12] yesterday,group
[11] group,#umd
[10] students,#silverspring
[10] #silverspring,organized
[10] #blmprotest,against
[10] against,#policebrutality
[9] #policebrutality,#systemicracism

Top Word Pairs in Tweet in G5:
[39] online,classes
[25] #twu,#umd
[19] #umd,#umuc
[18] dm,essays
[18] essays,#essay
[18] #essay,pay
[18] pay,#paper
[18] #paper,pay
[18] pay,#essay
[18] #essay,due

Top Word Pairs in Tweet in G6:
[12] black,lives
[11] lives,matter
[11] matter,#umdsolidarity
[11] #umdsolidarity,#umd
[11] #umd,#universityarchives
[11] umdarchives,black
[11] share,story
[11] story,thoughts
[11] thoughts,covid
[11] covid,19

Top Word Pairs in Tweet in G7:
[15] support,#shutdownacademia
[15] #shutdownacademia,#shutdownstem
[15] #shutdownstem,initiatives
[15] initiatives,focused
[15] focused,education
[14] education,healing
[2] healing,anti
[2] anti,black
[2] black,racism
[2] racism,higher

Top Word Pairs in Tweet in G8:
[6] very,blessed
[6] blessed,receive
[6] receive,another
[6] another,offer
[6] offer,university
[6] university,maryland
[6] maryland,jokerphillips
[6] jokerphillips,terpsfootball
[6] terpsfootball,#terps
[6] #terps,#umd

Top Word Pairs in Tweet in G9:
[12] phased,approach
[12] approach,enacted
[12] enacted,umterps
[12] umterps,safe
[12] safe,return
[12] return,student
[12] student,athletes
[12] athletes,photo
[12] photo,pcbluehose43
[12] pcbluehose43,jose_m_umana

Top Word Pairs in Tweet in G10:
[5] #umd,researchers
[5] researchers,clarkschool
[5] clarkschool,isr_umd
[5] isr_umd,along
[5] along,colleagues
[5] colleagues,cmu_mech
[5] cmu_mech,wyssinstitute
[4] wyssinstitute,hseas
[4] umdaero,#umd
[4] umdresearch,umdaero

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@uofmaryland
@umdrightnow
@sociologistray
@revistatmx
@julianikhinson
@thedbk
@umdresearch
@bsosumd
@presi
@rinatorchi

Top Mentioned in G1:
@uofmaryland
@presi
@umpd
@virginialbyrne
@umdrightnow
@presidentloh
@salernoj07
@ischoolumd
@umdgradschool
@umdpublichealth

Top Mentioned in G2:
@umdrightnow
@sociologistray
@bsosumd
@uofmaryland
@umdresearch
@wusa9
@socyumd
@umdpublichealth
@kojoshow

Top Mentioned in G3:
@revistatmx
@aytotecamac
@ssc_cdmx
@metrocdmx
@mariela_gtz18
@radio_formula
@article19mex
@saludedomex
@gabriel_oshea
@cfemx

Top Mentioned in G4:
@julianikhinson
@thedbk
@rinatorchi
@carmenmolina_a
@joysaha0
@24_angier
@umdomse
@joe_leo_ryan
@uofmaryland
@karylenac

Top Mentioned in G5:
@myprowriters_
@emmanuelessays
@writersbrainy
@dmvzetas

Top Mentioned in G6:
@umdarchives
@nyumburu
@diverseterps
@drmiasmithbynum
@mrsnacie
@smartgrowth_umd
@thestampumd

Top Mentioned in G7:
@uofmaryland
@umd_agnr
@umdgradschool
@startup_shell
@ischoolumd
@umdresearch
@u21news
@thestampumd
@diverseterps
@oia_umd

Top Mentioned in G8:
@jokerphillips
@terpsfootball
@leonjr412

Top Mentioned in G9:
@umterps
@broookksss
@jose_m_umana
@pcbluehose43
@the_sportspulse
@lorike23
@bigten
@meach_33
@cszscores

Top Mentioned in G10:
@clarkschool
@isr_umd
@cmu_mech
@wyssinstitute
@hseas
@umdresearch
@umdaero
@uofmaryland

Top Tweeters
Top Tweeters in Entire Graph:
@ahl9
@estigiaed
@washingtonpost
@lil_mikee__
@abc7news
@aibexint
@radio_formula
@wusa9
@_92infinity
@luisluiskiss1

Top Tweeters in G1:
@aibexint
@spendoc_
@aureliacarion
@tomholtzpaleo
@nestemorten
@cbonkosky
@kmuzzyy_
@ericjdesigns
@treannnaaa
@timothyfbryson

Top Tweeters in G2:
@washingtonpost
@abc7news
@wusa9
@nbcwashington
@forbes
@hanneshanath
@baltimoresun
@theatlantic
@rollingstone
@akhetaton11

Top Tweeters in G3:
@estigiaed
@radio_formula
@luisluiskiss1
@metrocdmx
@tuitzilopochtli
@youneedashave
@cfemx
@segob_mx
@tu_imss
@tolucafc

Top Tweeters in G4:
@_92infinity
@zardashtkarim
@b_eeeezyy
@bambiambi313
@fashionsizzle1
@gnrl_strike_bot
@thedbk
@officialkgolive
@ajtooturnt
@itzmuf

Top Tweeters in G5:
@satchmoe_art
@chrissyyyym
@essaytutorsbest
@myprowriters_
@writersbrainy
@roguesolo72
@theessayguy
@petekoch
@ohheyglasses
@umdgolfcourse

Top Tweeters in G6:
@drkwheatle
@diverseterps
@arlnews
@tchernik
@hornbakelibrary
@katedohe
@umdarchives
@cowboycourtney
@wsusherri07
@icatalogthings

Top Tweeters in G7:
@lauriewrites
@peacecorps
@drsimpsonhsr
@therealcaro
@btnlivebig
@ischoolumd
@grainfoods
@umdgradschool
@mmsubram
@umd_agnr

Top Tweeters in G8:
@terprecruiting
@terparmy
@ccrxxvii
@rbp0001
@umdproud
@terpsfootball
@life_terp
@blue57_darrell
@jokerphillips
@shawn_coach

Top Tweeters in G9:
@broookksss
@umterps
@cszscores
@bigten
@jose_m_umana
@the_sportspulse
@pcbluehose43
@lorike23
@meach_33

Top Tweeters in G10:
@discreteboi206
@hseas
@wyssinstitute
@cmu_mech
@isr_umd
@plamatsu
@umdaero
@doningber
@wilt_jackson