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#UMD_2019-12-02_05-42-41.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2019
Description:
Description
The graph represents a network of 680 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, 02 December 2019 at 13:42 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 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 13-day, 21-hour, 20-minute period from Monday, 18 November 2019 at 02:05 UTC to Sunday, 01 December 2019 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 : 680
Unique Edges : 1130
Edges With Duplicates : 301
Total Edges : 1431
Number of Edge Types : 3
Mentions : 1183
Tweet : 234
Replies to : 14
Self-Loops : 234
Reciprocated Vertex Pair Ratio : 0.0404135338345865
Reciprocated Edge Ratio : 0.0776874435411021
Connected Components : 104
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 279
Maximum Edges in a Connected Component : 736
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.163193
Graph Density : 0.0023975569609287
Modularity : 0.680267
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 680 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, 02 December 2019 at 13:42 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 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 13-day, 21-hour, 20-minute period from Monday, 18 November 2019 at 02:05 UTC to Sunday, 01 December 2019 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:
[15] https://www.hackread.com/ai-tool-evades-internet-censorship/
[4] https://n.rivals.com/content/prospects/2021/tai-felton-235274
[3] https://umdrightnow.umd.edu/news/umd-receives-gold-seal-excellence-student-voter-agreement
[3] https://go.umd.edu/imp192
[2] https://gradschool.umd.edu/professionaldevelopment/leahycareerseries
[2] https://today.umd.edu/articles/wall-e7d493b3-496b-4d5d-bc34-af2d8043d2c8
[2] https://today.umd.edu/articles/recent-graduate-awarded-national-mitchell-scholarship-011cda05-2f19-4280-b0c6-9327c897cd56?utm_source=MD+Today&utm_campaign=b66d35a37b-EMAIL_CAMPAIGN_2019_11_22_07_29&utm_medium=email&utm_term=0_a897daf4c7-b66d35a37b-48703443
[2] https://www.ugst.umd.edu/merrill/includes/merrillpressrelease11.19.pdf
[2] https://www.rhsmith.umd.edu/blogs/finding-love-mckeldin-library-two-mba-terps-announce-their-engagement
[2] https://merrill.umd.edu/events/andrea-chamblee-presents-john-mcnamaras-the-capital-of-basketball/

Top URLs in Tweet in G1:
[3] https://umdrightnow.umd.edu/news/umd-receives-gold-seal-excellence-student-voter-agreement
[3] https://go.umd.edu/imp192
[2] https://www.rhsmith.umd.edu/blogs/finding-love-mckeldin-library-two-mba-terps-announce-their-engagement
[2] https://merrill.umd.edu/events/andrea-chamblee-presents-john-mcnamaras-the-capital-of-basketball/
[1] https://www.umdrightnow.umd.edu/news/umd-led-team-creates-novel-material-potentially-offers-efficient-eco-friendly-advance-cooling
[1] https://umdrightnow.umd.edu/news/university-maryland-researchers’-study-vaccine-related-facebook-ads-reveals-ongoing-challenges
[1] https://today.umd.edu/articles/delivering-holiday-cheer-short-shopping-season-0374d110-399b-40c2-a3f5-dff4c5b6ea0c
[1] https://umdrightnow.umd.edu/hot-topic-impeachment-process
[1] https://umdrightnow.umd.edu/news/umd-international-programs-show-resilience-and-progress-us-state-department-‘open-doors’-survey
[1] https://today.umd.edu/articles/birdsong-chimp-calls-and-baby-talk-27af55d8-7e67-4ee6-816c-2fb6977ea11d?utm_source=MD+Today&utm_campaign=f27a61828f-EMAIL_CAMPAIGN_2019_11_20_07_30&utm_medium=email&utm_term=0_a897daf4c7-f27a61828f-48599511

Top URLs in Tweet in G2:
[1] http://www.revistatmx.com/2019/11/28/entregan-reconocimientos-a-los-asociados-mas-destacados-del-ano-de-walmart-las-americas/
[1] http://www.revistatmx.com/2019/11/18/detienen-a-posible-agresor-de-empleado-de-una-plaza-comercial-de-la-ciudad-de-mexico/
[1] http://www.revistatmx.com/2019/11/18/choque-sobre-la-mexico-pachuca-deja-como-saldo-preliminar-11-muertos-y-20-lesionados/
[1] http://www.revistatmx.com/2019/11/19/accidente-en-la-curva-de-los-doctores-deja-11-lesionados-en-san-cristobal-de-las-casas/
[1] http://www.revistatmx.com/2019/11/19/explosion-en-san-juan-ixhuatepec-dejo-cientos-de-muertos-y-miles-de-lesionados/
[1] http://www.revistatmx.com/2019/11/20/familiares-de-victima-de-accidente-de-la-mexico-pachuca-no-han-recibido-ningun-apoyo-por-parte-del-gobierno/
[1] http://www.revistatmx.com/2019/11/20/suspende-cruz-roja-mexicana-operaciones-en-coacalco-estado-de-mexico/
[1] http://www.revistatmx.com/2019/11/22/conductor-se-impacta-contra-poste-de-luz-y-pierde-la-vida-durante-esta-madrugada-en-ecatepec/
[1] http://www.revistatmx.com/2019/11/22/autoridades-de-veracruz-rescatan-a-periodista-que-fue-secuestrado/
[1] http://www.revistatmx.com/2019/11/22/giran-presunta-orden-de-aprehension-en-contra-del-nuevo-alcalde-de-valle-de-chalco/

Top URLs in Tweet in G3:
[4] https://n.rivals.com/content/prospects/2021/tai-felton-235274
[1] https://twitter.com/taifelton15/status/1197718413721899011

Top URLs in Tweet in G4:
[2] https://gradschool.umd.edu/professionaldevelopment/leahycareerseries
[2] https://soundcloud.com/happymusic/worakls-porto-radio-edit
[1] https://twitter.com/UMDLibraries/status/1199057412042440705
[1] https://www.launch.umd.edu/project/17554
[1] https://twitter.com/UMDRightNow/status/1196475696585023488
[1] https://twitter.com/mathbikerchick/status/1197786551083778049
[1] https://twitter.com/umterps/status/1198323341708451840
[1] https://go.umd.edu/i4C
[1] https://twitter.com/BTNLiveBIG/status/1193181448578195457
[1] https://twitter.com/cybraryIT/status/1194619730847576064

Top URLs in Tweet in G5:
[2] https://www.ugst.umd.edu/merrill/includes/merrillpressrelease11.19.pdf
[2] https://today.umd.edu/articles/recent-graduate-awarded-national-mitchell-scholarship-011cda05-2f19-4280-b0c6-9327c897cd56?utm_source=MD+Today&utm_campaign=b66d35a37b-EMAIL_CAMPAIGN_2019_11_22_07_29&utm_medium=email&utm_term=0_a897daf4c7-b66d35a37b-48703443
[1] https://umdsbs.wordpress.com/2019/11/12/fearlessfirst-sheds-light-on-the-first-generation-student-experience/
[1] https://www.instagram.com/p/B5CNZKoAOZV/?igshid=152md6fmujfna
[1] https://go.umd.edu/omsetutoring
[1] https://www.instagram.com/p/B5GIjNWFbMA/?igshid=1l8gy2fziofpu
[1] https://dbknews.com/2019/11/14/umd-grad-terp-exchange-milkboy-arthouse/
[1] https://ischool.umd.edu/news/dr-jonathan-lazar-receives-inaugural-rachel-olivero-accessibility-innovation-award
[1] https://www.instagram.com/p/B5HV7kHpy_K/?igshid=1ibl5b7gt8g2p
[1] https://twitter.com/UMDCareerCenter/status/1197528538783637504

Top URLs in Tweet in G6:
[1] https://twitter.com/rachdc7/status/1196616892666011650

Top URLs in Tweet in G8:
[1] https://www.duluthnewstribune.com/entertainment/4770671-Lake-Superior-has-a-reason-to-gloat

Top URLs in Tweet in G9:
[2] https://education.umd.edu/news/events/jump-start-your-job-search-11-19-19
[1] https://education.umd.edu/news/events/relational-reasoning-and-socially-shared-regulated-learning-collaborative-problem
[1] https://go.umd.edu/100daysofgiving

Top URLs in Tweet in G10:
[9] https://www.hackread.com/ai-tool-evades-internet-censorship/

Top Domains
Top Domains in Tweet in Entire Graph:
[63] umd.edu
[24] twitter.com
[22] revistatmx.com
[19] careerarc.com
[15] hackread.com
[11] instagram.com
[5] eventbrite.com
[5] soundcloud.com
[4] rivals.com
[3] facebook.com

Top Domains in Tweet in G1:
[41] umd.edu
[2] twitter.com
[1] educationtechnologyinsights.com
[1] dingmanblog.com
[1] conta.cc
[1] eventbrite.com
[1] flickr.com

Top Domains in Tweet in G2:
[22] revistatmx.com
[3] facebook.com

Top Domains in Tweet in G3:
[4] rivals.com
[1] twitter.com

Top Domains in Tweet in G4:
[6] twitter.com
[6] umd.edu
[5] soundcloud.com
[1] positivepsychology.com

Top Domains in Tweet in G5:
[19] careerarc.com
[8] umd.edu
[7] instagram.com
[3] twitter.com
[2] eventbrite.com
[1] wordpress.com
[1] dbknews.com
[1] vimeo.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G8:
[1] duluthnewstribune.com

Top Domains in Tweet in G9:
[4] umd.edu

Top Domains in Tweet in G10:
[9] hackread.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[730] umd
[95] edoméx
[74] ftt
[67] coacalco
[67] estadodeméxico
[65] reportero
[63] mensaje
[53] terps
[38] cdmx
[37] hindu



Top Hashtags in Tweet in G1:
[114] umd
[20] terps
[15] smithentrepenuers
[12] umdinspires
[6] collegepark
[5] management
[5] maryland
[4] ecomount
[3] challengebegins
[3] umddiscovers

Top Hashtags in Tweet in G2:
[148] umd
[95] edoméx
[67] coacalco
[67] estadodeméxico
[65] reportero
[63] mensaje
[38] cdmx
[10] premios
[10] generadoresdeabundancia
[7] ecatepec

Top Hashtags in Tweet in G3:
[78] umd
[74] ftt
[4] terps

Top Hashtags in Tweet in G4:
[69] umd
[9] gradterps
[5] phd
[4] memorialchapel
[3] umdinspires
[3] mondaymood
[3] interfaithumd
[3] umdcs
[3] terpjams
[3] terps

Top Hashtags in Tweet in G5:
[89] umd
[20] terps
[19] scrublife
[18] essaywriting
[11] umuc
[11] ung
[11] csu
[10] canvas
[10] pearson
[10] aleks

Top Hashtags in Tweet in G6:
[44] umd
[2] manenoughtobeamom
[2] expectus
[1] fightlikeamother

Top Hashtags in Tweet in G7:
[37] umd
[37] hindu
[1] standagainstterrorism
[1] mumbaiterrorattack

Top Hashtags in Tweet in G8:
[5] umd
[2] umdjour

Top Hashtags in Tweet in G9:
[12] umd
[7] teacherforhire
[4] umddiscovers
[3] coe100
[3] edterps
[3] pgcps
[3] cor100
[2] instagram
[1] event
[1] umdalumni

Top Hashtags in Tweet in G10:
[9] geneva
[9] internet
[9] censorship
[9] umd
[1] ai
[1] artificialintelligence
[1] privacy

Top Words
Top Words in Tweet in Entire Graph:
[502] Words in Sentiment List#1: Positive
[151] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[17278] Non-categorized Words
[17931] Total Words
[722] #umd
[100] maryland
[99] students
[95] #edoméx
[90] university

Top Words in Tweet in G1:
[113] #umd
[38] uofmaryland
[25] students
[21] darchivist
[20] #terps
[17] conciurge1
[16] student
[15] work
[15] #smithentrepenuers
[13] smithschool

Top Words in Tweet in G2:
[148] #umd
[95] #edoméx
[82] revistatmx
[67] #coacalco
[67] #estadodeméxico
[65] #reportero
[65] multimediostv
[63] agredido
[63] manda
[63] #mensaje

Top Words in Tweet in G3:
[78] #umd
[74] very
[74] blessed
[74] receive
[74] offer
[74] university
[74] maryland
[74] #ftt
[74] indyfbhc
[74] _coachmartin_

Top Words in Tweet in G4:
[66] #umd
[34] presidentloh
[14] students
[13] celebration
[12] happy
[10] dr
[10] annual
[10] distinguished
[9] umdgradschool
[9] #gradterps

Top Words in Tweet in G5:
[89] #umd
[20] #terps
[19] #scrublife
[18] #essaywriting
[13] job
[12] md
[11] help
[11] 24
[11] #umuc
[11] #ung

Top Words in Tweet in G6:
[44] dcdad4moms
[44] talking
[44] #umd
[44] students
[43] fantastic
[43] tonight
[43] politics
[43] policy
[43] momsdemand
[43] slowly

Top Words in Tweet in G7:
[37] #umd
[37] #hindu
[37] bastion
[37] middle
[37] otherwise
[37] blue
[37] state
[37] cair
[37] etal
[37] successful

Top Words in Tweet in G8:
[4] congrats
[4] lakesuperior
[4] having
[4] world's
[4] largest
[4] twitter
[4] following
[4] freshwater
[4] lake
[4] #umd's

Top Words in Tweet in G9:
[12] #umd
[10] jump
[10] start
[9] job
[8] umdcollegeofed
[8] search
[8] future
[7] #teacherforhire
[5] umdgradschool
[5] sponsored

Top Words in Tweet in G10:
[9] researchers
[9] develop
[9] #geneva
[9] tool
[9] evade
[9] internet
[9] censorship
[9] more
[9] #internet
[9] #censorship

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[94] #edoméx,#umd
[82] university,maryland
[77] maryland,#umd
[74] very,blessed
[74] blessed,receive
[74] receive,offer
[74] offer,university
[74] #umd,#ftt
[74] #ftt,indyfbhc
[74] indyfbhc,_coachmartin_

Top Word Pairs in Tweet in G1:
[16] #umd,#terps
[15] #smithentrepenuers,#umd
[15] #terps,darchivist
[14] darchivist,conciurge1
[7] maryland,smith
[7] #umd,theatre
[7] theatre,students
[7] students,give
[7] give,meaning
[7] meaning,portrait

Top Word Pairs in Tweet in G2:
[94] #edoméx,#umd
[68] revistatmx,#edoméx
[66] #coacalco,#estadodeméxico
[63] #umd,#reportero
[63] #reportero,multimediostv
[63] multimediostv,agredido
[63] agredido,#coacalco
[63] #estadodeméxico,manda
[63] manda,#mensaje
[62] #mensaje,#agradeci

Top Word Pairs in Tweet in G3:
[74] very,blessed
[74] blessed,receive
[74] receive,offer
[74] offer,university
[74] university,maryland
[74] maryland,#umd
[74] #umd,#ftt
[74] #ftt,indyfbhc
[74] indyfbhc,_coachmartin_
[74] _coachmartin_,coachdonerson

Top Word Pairs in Tweet in G4:
[8] #umd,students
[8] presidentloh,#umd
[7] celebration,#umd
[7] students,achieved
[7] achieved,phd
[7] phd,candidacy
[7] candidacy,milestone
[7] milestone,doctoral
[7] doctoral,journey
[7] journey,working

Top Word Pairs in Tweet in G5:
[10] hit,need
[10] need,help
[10] help,dm
[10] dm,open
[10] open,24
[10] 24,#canvas
[10] #canvas,#pearson
[10] #pearson,#aleks
[10] #aleks,#blackboard
[10] #blackboard,#onlineclass

Top Word Pairs in Tweet in G6:
[44] #umd,students
[43] fantastic,dcdad4moms
[43] dcdad4moms,talking
[43] talking,tonight
[43] tonight,#umd
[43] students,politics
[43] politics,policy
[43] policy,momsdemand
[43] momsdemand,slowly
[43] slowly,surely

Top Word Pairs in Tweet in G7:
[37] #umd,#hindu
[37] #hindu,bastion
[37] bastion,middle
[37] middle,otherwise
[37] otherwise,blue
[37] blue,state
[37] state,cair
[37] cair,etal
[37] etal,successful
[37] successful,organizing

Top Word Pairs in Tweet in G8:
[4] congrats,lakesuperior
[4] lakesuperior,having
[4] having,world's
[4] world's,largest
[4] largest,twitter
[4] twitter,following
[4] following,freshwater
[4] freshwater,lake
[4] lake,#umd's
[4] #umd's,valeriecoit

Top Word Pairs in Tweet in G9:
[10] jump,start
[8] job,search
[6] start,job
[4] #umd,#umddiscovers
[4] umdcollegeofed,sponsored
[4] sponsored,engaging
[4] engaging,jump
[4] start,career
[4] career,event
[4] event,future

Top Word Pairs in Tweet in G10:
[9] researchers,develop
[9] develop,#geneva
[9] #geneva,tool
[9] tool,evade
[9] evade,internet
[9] internet,censorship
[9] censorship,more
[9] more,#internet
[9] #internet,#censorship
[9] #censorship,#umd

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@revistatmx
@indyfbhc
@_coachmartin_
@coachdonerson
@kautai_t
@multimediostv
@uofmaryland
@dcdad4moms
@momsdemand

Top Mentioned in G1:
@uofmaryland
@darchivist
@conciurge1
@smithschool
@clarkschool
@umdrightnow
@gdotgav
@sahanajayaraman
@umdscience
@thedbk

Top Mentioned in G2:
@revistatmx
@multimediostv
@alccuajimalpa
@metrocdmx
@telediario
@mariela_gtz18
@aytotecamac
@walmartmexico
@kalimbamx
@fgr_bc

Top Mentioned in G3:
@indyfbhc
@_coachmartin_
@coachdonerson
@kautai_t
@terrapinnation
@rivals
@rivalsfriedman
@indywr_coach
@coachbrawl

Top Mentioned in G4:
@presidentloh
@umdgradschool
@umdcareercenter
@usarmy
@uatshadygrove
@umdmica
@umcounselingctr
@ifpri
@uofmaryland
@soundcloud

Top Mentioned in G5:
@umdomse
@essay_payguy

Top Mentioned in G6:
@dcdad4moms
@momsdemand
@rachdc7

Top Mentioned in G7:
@dharmicverangna

Top Mentioned in G8:
@lakesuperior
@valeriecoit
@umnresearch
@umnduluth
@umdcue
@mnseagrant
@umdswenson
@missdiscer
@thebarkumd
@lakevoicenews

Top Mentioned in G9:
@umdcollegeofed
@umdgradschool
@mcpscareers
@leisurelife11
@pgcpsvisualarts
@neatoday
@uofmaryland
@umdcoegso
@libbykara

Top Mentioned in G10:
@hackread

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@kat4obama
@rachel_mcrea
@lisakbromley
@250praveen
@penndragonart
@sba1211
@estigiaed
@bomani_jones
@msochubbard

Top Tweeters in G1:
@kat4obama
@usatoday
@campbelljd
@thesiliconhill
@terra
@healthpolicygrp
@natashas428
@apexx_prime
@1whistleblowers
@ericjdesigns

Top Tweeters in G2:
@estigiaed
@alexabreo22
@jesusji2012
@metrocdmx
@adrianrubalcava
@multimediostv
@mauflowers10
@_ladybyron
@alfredo228
@marosanh

Top Tweeters in G3:
@rivals
@ayee_7golive
@adamgorney
@camgonework15
@kuldre
@rivalsfriedman
@jesoriano84
@terprecruiting
@njrivals1
@indywr_coach

Top Tweeters in G4:
@superfanspeck99
@cbonkosky
@usarmy
@mdmilestones
@theprincetonrev
@awscloud
@margaretdunning
@cybraryit
@thestampumd
@thenci

Top Tweeters in G5:
@mighty_lark
@apple_writers
@eradicator_nyc
@marlylew
@djheatlive
@koulflo
@ga_nj_2012
@blameitondennis
@writersbrainy
@buddy3344

Top Tweeters in G6:
@rachel_mcrea
@lisakbromley
@penndragonart
@sba1211
@msochubbard
@dwilliams1001
@michelleking66
@agitatorsneeded
@demin240
@cindyceemerson

Top Tweeters in G7:
@250praveen
@akkiiboy
@uditjoshi99
@ahmasmiyodha
@troll2xpoz
@johnnygad
@sjwslayer3
@raulparody
@sunny74240064
@patel_neel___

Top Tweeters in G8:
@umnresearch
@umnduluth
@lakesuperior
@jem2998
@mnseagrant
@thebarkumd
@lakevoicenews
@valeriecoit
@djensenmnsg
@chuckleb

Top Tweeters in G9:
@neatoday
@libbykara
@umdcollegeofed
@msrubentweets
@leisurelife11
@ohrddempsey
@mcpscareers
@umdcoegso
@lisastuart6
@pgcpsvisualarts

Top Tweeters in G10:
@hackread
@shirley78547054
@dictsmakerere
@pvonraesfeld
@netro69
@nodecryptoico
@placideirandora
@clonesystemsinc
@uk_steve