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#UMD_2022-08-15_07-45-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2022
Short Description:
#UMD via NodeXL https://bit.ly/3AhSHLt
@president_pines
@uofmaryland
@umdscience
@umdresearch
@umdrightnow
@umd_agnr
@brkthroughumd
@beeinformedinfo
@sustainableumd
@bsosumd

Top hashtags:
#umd
#ncat
#ksu
#nyu
#tamu
#fiu
#pearson
#fsu
#uncp
#wsu

Description:
Description
The graph represents a network of 322 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 August 2022 at 14:45 UTC.

The requested start date was Monday, 15 August 2022 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, 21-hour, 17-minute period from Monday, 01 August 2022 at 00:29 UTC to Sunday, 14 August 2022 at 21:47 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 : 322
Unique Edges : 214
Edges With Duplicates : 1218
Total Edges : 1432
Number of Edge Types : 5
Tweet : 544
Retweet : 467
MentionsInRetweet : 348
Replies to : 4
Mentions : 69
Self-Loops : 761
Reciprocated Vertex Pair Ratio : 0.0406976744186047
Reciprocated Edge Ratio : 0.0782122905027933
Connected Components : 97
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 116
Maximum Edges in a Connected Component : 323
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.98783
Graph Density : 0.00346355527176332
Modularity : 0.253966
NodeXL Version : 1.0.1.503
Data Import : The graph represents a network of 322 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 August 2022 at 14:45 UTC.

The requested start date was Monday, 15 August 2022 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, 21-hour, 17-minute period from Monday, 01 August 2022 at 00:29 UTC to Sunday, 14 August 2022 at 21:47 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:
[19] https://go.umd.edu/cxA
[7] https://twitter.com/messages/compose?recipient_id=1388240907162562564
[3] https://twitter.com/Brilwriters01/status/1556411091588096001/photo/1
[3] https://mybook.to/TrustingTrey
[2] https://api.whatsapp.com/message/HCD55FMLF3Z7L1?autoload=1&app_absent=0
[2] https://twitter.com/INVICTUS_papers/status/1557498104387182592/photo/1
[2] https://twitter.com/President_Pines/status/1557473323575017475
[2] https://epm.umd.edu/
[1] https://twitter.com/kylecohenNBA/status/1534583169365725192
[1] https://go.umd.edu/katea

Top URLs in Tweet in G1:
[7] https://twitter.com/messages/compose?recipient_id=1388240907162562564
[2] https://api.whatsapp.com/message/HCD55FMLF3Z7L1?autoload=1&app_absent=0
[1] https://www.medschool.umaryland.edu/news/2022/Children-Who-Lack-Sleep-May-Experience-Detrimental-Impact-on-Brain-and-Cognitive-Development-That-Persists-Over-Time-UM-School-of-Medicine-Study-Finds.html
[1] https://twitter.com/CoachYoung04/status/1555545556260356097
[1] https://twitter.com/Academic_tutor5/status/1556780569190604800/photo/1
[1] https://english.republika.mk/news/macedonia/umd-demands-apology-from-escobar-over-use-of-north-macedonians/
[1] https://us06web.zoom.us/meeting/register/tZ0of-2tqjojGNfG5O04vVmMqjJIEEHo04xD
[1] https://twitter.com/Academic_tutor5/status/1556933571759280128/photo/1
[1] https://twitter.com/president_pines/status/1557473323575017475
[1] https://www.youtube.com/channel/UCCAZnRxO8gOaiqpPJE3pbuQ/videos?view=2&live_view=501

Top URLs in Tweet in G2:
[18] https://go.umd.edu/cxA
[1] https://go.umd.edu/katea
[1] https://terp.umd.edu/brothers-truebill-pays-off-truly
[1] https://twitter.com/ScienceByMaria/status/1557139377536606213
[1] https://cmns.umd.edu/node/4958
[1] https://www.washingtonpost.com/climate-environment/2022/08/10/victory-whose-expense-climate-activists-grapple-with-political-compromise/
[1] https://www.wbur.org/hereandnow/2021/11/10/making-friends-adults
[1] https://www.nytimes.com/live/2022/07/07/world/russia-ukraine-war-news#russia-now-occupies-roughly-22-percent-of-ukraines-farmland-according-to-a-nasa-analysis
[1] https://www.nbcnews.com/news/asian-america/candidates-must-engage-asian-americans-crime-education-new-survey-indi-rcna40124
[1] https://dc.breakthroughtech.org/why-participate/students/tech-majors-at-umd/

Top URLs in Tweet in G4:
[1] https://ncses.nsf.gov/pubs/nsf22335#utm_medium=email&utm_source=govdelivery
[1] https://go.umd.edu/internhost22
[1] https://go.umd.edu/win822
[1] https://go.umd.edu/cxA
[1] https://www.washingtonian.com/2022/08/10/the-worlds-best-mens-pickleball-player-is-from-maryland/
[1] https://twitter.com/President_Pines/status/1557473323575017475

Top URLs in Tweet in G5:
[1] https://go.umd.edu/ccN
[1] https://go.umd.edu/cGS
[1] https://go.umd.edu/cNm
[1] https://twitter.com/President_Pines/status/1557473323575017475
[1] https://ejobs.umd.edu/postings/98382
[1] https://soundcloud.com/dontoliver/don-toliver-drugs-n-hella
[1] https://wtop.com/sports/2022/08/len-bias-to-be-inducted-into-maryland-state-athletic-hall-of-fame/

Top URLs in Tweet in G7:
[3] https://mybook.to/TrustingTrey

Top URLs in Tweet in G9:
[1] https://twitter.com/DOTS_UMD/status/1554824444270546944
[1] https://twitter.com/nws_baltwash/status/1554885657218228225
[1] https://www.eventbrite.com/e/skilled-trades-housekeeping-hire-event-a-maryland-best-place-to-work-tickets-387762135987

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=TPzUDw_xoWA

[1] https://bedloft.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[33] umd.edu
[23] twitter.com
[3] mybook.to
[2] whatsapp.com
[2] youtube.com
[1] washingtonpost.com
[1] breakthroughtech.org
[1] instagram.com
[1] washingtonian.com
[1] nsf.gov

Top Domains in Tweet in G1:
[11] twitter.com
[2] whatsapp.com
[1] umaryland.edu
[1] republika.mk
[1] zoom.us
[1] youtube.com
[1] instagram.com

Top Domains in Tweet in G2:
[23] umd.edu
[2] twitter.com
[1] washingtonpost.com
[1] wbur.org
[1] nytimes.com
[1] nbcnews.com
[1] breakthroughtech.org

Top Domains in Tweet in G4:
[3] umd.edu
[1] nsf.gov
[1] washingtonian.com
[1] twitter.com

Top Domains in Tweet in G5:
[4] umd.edu
[1] twitter.com
[1] soundcloud.com
[1] wtop.com

Top Domains in Tweet in G7:
[3] mybook.to

Top Domains in Tweet in G9:
[2] twitter.com
[1] eventbrite.com

Top Domains in Tweet in G10:
[1] youtube.com
[1] bedloft.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[807] umd
[549] ncat
[521] ksu
[487] nyu
[469] tamu
[442] fiu
[396] pearson
[392] fsu
[369] uncp
[368] wsu



Top Hashtags in Tweet in G1:
[393] umd
[376] ncat
[364] nyu
[353] ksu
[315] fiu
[307] tamu
[285] fsu
[265] uncp
[263] csu
[263] twu

Top Hashtags in Tweet in G2:
[62] umd
[3] techskills
[2] gammaray
[1] k12
[1] socialjustice
[1] terpsknowscience
[1] beaterp
[1] staytuned
[1] production

Top Hashtags in Tweet in G3:
[53] blackhawks
[44] hawksprospects
[44] umd
[1] goirish

Top Hashtags in Tweet in G4:
[34] umd
[2] robosub
[1] humblebrag

Top Hashtags in Tweet in G5:
[10] umd
[7] hbcus
[4] wtop
[4] wtopnews
[4] lenbias
[3] collegepark
[2] robosub
[1] unfoldtheuniverse
[1] borenawards
[1] marylandengineering

Top Hashtags in Tweet in G6:
[16] umd

Top Hashtags in Tweet in G7:
[15] umd
[3] ku
[3] romancereaders
[3] christmas
[3] romancenovels

Top Hashtags in Tweet in G8:
[1] umd

Top Hashtags in Tweet in G9:
[11] umd
[4] hiring
[2] collegeparkmd
[1] plasticfree
[1] isss

Top Hashtags in Tweet in G10:
[15] umd
[7] terrapinstrong
[7] terps2026
[7] diverseterps
[6] terps
[3] universityofmaryland
[3] nationalnightout
[2] collegepark
[2] fearlesslyumd
[1] umdpride

Top Words
Top Words in Tweet in Entire Graph:
[805] #umd
[549] #ncat
[521] #ksu
[521] help
[486] #nyu
[469] #tamu
[443] online
[442] #fiu
[396] #pearson
[390] #fsu

Top Words in Tweet in G1:
[393] #umd
[376] #ncat
[364] #nyu
[353] #ksu
[315] #fiu
[307] #tamu
[283] #fsu
[263] #csu
[263] #twu
[262] #pearson

Top Words in Tweet in G2:
[61] #umd
[25] more
[23] bill
[19] research
[18] roundup
[18] chips
[18] classifying
[18] rex
[18] combating
[18] cancer

Top Words in Tweet in G3:
[58] white
[53] #blackhawks
[46] chi_prospects
[44] #hawksprospects
[44] #umd
[37] kaiser
[37] #5
[34] wyatt
[23] prospect
[22] huge

Top Words in Tweet in G4:
[34] #umd
[27] great
[26] president_pines
[26] top
[26] 10
[26] nation
[26] 1st
[26] hbcus
[26] gives
[26] pride

Top Words in Tweet in G5:
[15] uofmaryland
[9] #umd
[8] black
[7] amazing
[7] nsf
[7] #8
[7] #1
[7] non
[7] #hbcus
[7] number

Top Words in Tweet in G6:
[16] mind
[16] tsega
[16] belachew
[16] smithschool
[16] #umd
[16] led
[16] discussion
[16] 'the
[16] entrepreneurial
[15] usembassyaddis

Top Words in Tweet in G7:
[15] allison
[15] college
[15] senior
[15] ready
[15] graduate
[15] #umd
[15] going
[15] school
[15] working
[15] filled

Top Words in Tweet in G8:
[9] tardes
[9] inolvidables
[9] jidominguezfmd
[9] julio_rodr_
[9] josefinalpez
[9] personas
[9] luchadoras
[9] todas
[9] ignacio
[8] llampico

Top Words in Tweet in G9:
[11] #umd
[5] 16
[5] facilities
[5] management
[4] make
[4] biased
[4] really
[4] working
[4] hosting
[4] #hiring

Top Words in Tweet in G10:
[15] #umd
[7] #terrapinstrong
[7] #terps2026
[7] #diverseterps
[6] #terps
[5] terrapin_strong
[5] image
[5] description
[5] black
[5] background

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[359] #tamu,#twu
[357] #fiu,#ucf
[355] #liu,#uncp
[354] #nyu,#liu
[348] online,class
[343] class,homework
[341] #ucf,#nyu
[322] #ksu,#wsu
[312] #wsu,#fsu
[311] #fsu,#fiu

Top Word Pairs in Tweet in G1:
[261] #nyu,#liu
[259] #liu,#uncp
[255] #tamu,#twu
[251] #fiu,#ucf
[248] #ucf,#nyu
[209] #ksu,#wsu
[207] #wsu,#fsu
[206] #fsu,#fiu
[201] #uncp,#ncat
[197] #ncat,#tamu

Top Word Pairs in Tweet in G2:
[18] #umd,research
[18] research,roundup
[18] roundup,chips
[18] chips,bill
[18] bill,classifying
[18] classifying,rex
[18] rex,combating
[18] combating,cancer
[18] cancer,more
[17] umdresearch,#umd

Top Word Pairs in Tweet in G3:
[44] #hawksprospects,#umd
[37] kaiser,#5
[37] #5,white
[34] wyatt,kaiser
[26] #blackhawks,#hawksprospects
[23] #blackhawks,prospect
[22] huge,reverse
[22] reverse,hit
[22] hit,wyatt
[22] white,#blackhawks

Top Word Pairs in Tweet in G4:
[26] top,10
[26] 10,nation
[26] nation,1st
[26] 1st,hbcus
[26] hbcus,gives
[26] gives,great
[26] great,pride
[26] pride,see
[26] see,#umd
[26] #umd,national

Top Word Pairs in Tweet in G5:
[7] amazing,nsf
[7] nsf,uofmaryland
[7] uofmaryland,#8
[7] #8,#1
[7] #1,non
[7] non,#hbcus
[7] #hbcus,number
[7] number,black
[7] black,grads
[7] grads,go

Top Word Pairs in Tweet in G6:
[16] mind,tsega
[16] tsega,belachew
[16] belachew,smithschool
[16] smithschool,#umd
[16] #umd,led
[16] led,discussion
[16] discussion,'the
[16] 'the,entrepreneurial
[15] usembassyaddis,mind
[15] entrepreneurial,mindset

Top Word Pairs in Tweet in G7:
[15] allison,college
[15] college,senior
[15] senior,ready
[15] ready,graduate
[15] graduate,#umd
[15] #umd,going
[15] going,school
[15] school,working
[15] working,filled
[15] filled,days

Top Word Pairs in Tweet in G8:
[9] tardes,inolvidables
[9] inolvidables,jidominguezfmd
[9] jidominguezfmd,julio_rodr_
[9] julio_rodr_,josefinalpez
[9] josefinalpez,personas
[9] personas,luchadoras
[9] todas,ignacio
[8] llampico,tardes
[7] luchadoras,autã
[7] autã,nticas

Top Word Pairs in Tweet in G9:
[5] #umd,16
[5] facilities,management
[4] biased,really
[4] really,working
[4] working,#umd
[4] 16,facilities
[4] management,hosting
[4] hosting,#hiring
[4] #hiring,event
[3] umd_oce,biased

Top Word Pairs in Tweet in G10:
[5] #terrapinstrong,#terps
[5] #terps,#terps2026
[5] #terps2026,#umd
[5] #umd,#diverseterps
[5] #diverseterps,#umd
[5] #umd,image
[5] image,description
[5] description,black
[5] black,background
[5] background,white

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@prodigies_hub1
@top_tutorscorp
@chi_prospects
@soperwoods
@president_pines
@uofmaryland
@zeroplagiarism
@umdresearch
@smithschool

Top Mentioned in G1:
@top_tutorscorp
@soperwoods
@thenichewriters
@charloteessay
@24hressayhelp
@essay_genius24
@contentwritters
@bestwriter_247
@isabella_expert

Top Mentioned in G2:
@umdresearch
@umdrightnow
@bsosumd
@umd_agnr
@beeinformedinfo
@umdscience
@profjanellewong
@nbcnews
@president_pines
@brkthroughumd

Top Mentioned in G3:
@chi_prospects

Top Mentioned in G4:
@president_pines
@uofmaryland
@clarkschool
@nsf
@isr_umd
@umdresearch
@benjohns_pb

Top Mentioned in G5:
@uofmaryland
@nsf
@jayperman
@wtop
@realtadiabedje
@nasawebb
@nasa
@nasahubble
@umd_agnr

Top Mentioned in G6:
@smithschool
@usembassyaddis
@ecaatstate

Top Mentioned in G7:
@katiemettner

Top Mentioned in G8:
@jidominguezfmd
@julio_rodr_
@josefinalpez
@llampico

Top Mentioned in G9:
@umterps
@umd_oce
@usefull_us
@uofmaryland
@sustainableumd
@umddining
@nimblechameleon
@seaahead
@precoverylabs
@umd_agnr

Top Mentioned in G10:
@terrapin_strong
@umpd
@umdreslife
@collegepark_md

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@nblackthorne
@morgandavii
@codewithtwitchi
@goaidev
@katiemettner
@barbiesway
@kathleenharrym1
@washingtonpost
@mariaredondo18

Top Tweeters in G1:
@cas_2050001283
@onlinegraders
@redaktion42
@essay__due
@top_tutorscorp
@republikaeng
@paperacademia
@charloteessay
@e_writers01
@pro_essays24

Top Tweeters in G2:
@washingtonpost
@nbcnews
@joseph_santoro
@thesiliconhill
@salesforce
@fisher_danar
@capitalone
@sarahkaplan48
@behrgriss
@accenture

Top Tweeters in G3:
@morgandavii
@nhidebrincat
@teamalive9556
@briantschlaf
@blackhawk_up
@teddyanderson98
@fields_bearsqb1
@d2our
@howey_feelin
@riegs68

Top Tweeters in G4:
@drjlmooreiii
@excitedstoat
@trevondlogan
@rachelnblair
@royd77
@owlice
@clarkschool
@thephat1
@efrenpolipsy
@umiacs

Top Tweeters in G5:
@wtop
@jaywill910
@iamkeonte
@nasa
@depompawtop
@bkovodc
@thestampumd
@fnnngpatricia
@soundcloud
@nsf

Top Tweeters in G6:
@ecaatstate
@smithschool
@miki61866789
@usembassyaddis
@destiye1
@nejat76574669
@maicko912850295
@addbek
@samiaderaw
@tesfatsionteg

Top Tweeters in G7:
@nblackthorne
@katiemettner
@barbiesway
@kathleenharrym1
@andypennefather
@literatureposts
@brassweb
@historyinbooks
@sunsetsky52
@buycooltshirts

Top Tweeters in G8:
@mariaredondo18
@manueln__ez
@encarnadiazg
@llampico
@joaquindiaz1951
@spaciosxxi
@rizosmiguel
@lope_sagrario
@julio_rodr_
@josefinalpez

Top Tweeters in G9:
@hiringcare
@jobsviatweet
@umterps
@nimblechameleon
@precoverylabs
@umd_oce
@sustainableumd
@umddining
@seaahead
@churtadoacuna

Top Tweeters in G10:
@diverseterps
@umpd
@cpcupartnership
@curtkmn
@umdreslife
@terrapinlife
@collegepark_md
@umdisss
@terrapin_strong


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