#UMD, Twitter, 4/22/2019 10:49:06 PM, 194578


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#UMD_2019-04-22_12-35-16.xlsx
#UMD_2019-04-22_12-35-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 22, 2019
Short Description:
#UMD via NodeXL http://bit.ly/2Vmv4Pd
@uofmaryland
@presidentloh
@umd_arhu
@umdrightnow
@umpd
@clarkschool
@bsosumd
@ayeeju_
@techreview
@univ_system_md

Top hashtags:
#umd
#frozenfour
#terps
#scrublife
#terp
#umdtransforms
#collegepark
#marylandday

Description:
Description
The graph represents a network of 906 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, 22 April 2019 at 19:35 UTC.

The requested start date was Monday, 22 April 2019 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 13-day, 19-hour, 57-minute period from Monday, 08 April 2019 at 01:29 UTC to Sunday, 21 April 2019 at 21:26 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 : 906
Unique Edges : 1141
Edges With Duplicates : 555
Total Edges : 1696
Number of Edge Types : 3
Mentions : 1139
Tweet : 535
Replies to : 22
Self-Loops : 535
Reciprocated Vertex Pair Ratio : 0.0418848167539267
Reciprocated Edge Ratio : 0.0804020100502513
Connected Components : 260
Single-Vertex Connected Components : 176
Maximum Vertices in a Connected Component : 365
Maximum Edges in a Connected Component : 942
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.975265
Graph Density : 0.00121351822716573
Modularity : 0.567401
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[23] http://marylandday.umd.edu
[19] https://www.youtube.com/watch?v=a5G14UvnTak&feature=youtu.be

[16] https://go.umd.edu/topten
[16] https://twitter.com/BolyardMolly/status/1118564202220797952
[10] https://www.ebay.com/itm/132580174803
[5] https://go.umd.edu/ichiro?utm_campaign=site_visitor.unpaid.engagement&utm_medium=tr_social&utm_source=twitter
[5] https://twitter.com/ncaaicehockey/status/1117255667134365696
[4] https://go.umd.edu/sjd2019
[4] https://go.umd.edu/buddy-system?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=tr_social
[3] http://www.revistatmx.com/2019/04/18/asesinan-en-pleno-jueves-santo-a-dos-mujeres-en-ecatepec/

Top URLs in Tweet in G1:
[2] https://twitter.com/ncaaicehockey/status/1117255667134365696
[2] http://www.revistatmx.com/2019/04/08/perredistas-se-suman-a-morena-en-ecatepec/
[2] http://www.revistatmx.com/2019/04/08/del-mazo-en-ecatepec-sigue-fortaleciendo-a-las-mujeres/
[2] http://www.revistatmx.com/2019/04/09/camaras-de-seguridad-captan-a-presuntos-delincuentes-operando-en-centro-comercial-las-americas/
[2] http://www.revistatmx.com/2019/04/09/toman-protesta-a-nuevos-ediles-como-integrantes-del-consejo-estatal-de-seguridad/
[2] http://www.revistatmx.com/2019/04/13/carambola-en-la-puebla-orizaba-deja-2-muertos-y-3-heridos/
[2] http://www.revistatmx.com/2019/04/17/empleado-de-cfe-atropella-a-jovenes-se-burla-de-ellos-y-se-da-a-la-fuga-en-ecatepec/
[2] http://www.revistatmx.com/2019/04/18/cheran-keri-el-municipio-mas-seguro-unido-y-ecologico-de-mexico/
[2] http://www.revistatmx.com/2019/04/18/asesinan-en-pleno-jueves-santo-a-dos-mujeres-en-ecatepec/
[1] https://www.zumersport.com/

Top URLs in Tweet in G2:
[14] http://marylandday.umd.edu
[12] https://go.umd.edu/topten
[2] https://twitter.com/BolyardMolly/status/1118564202220797952
[2] https://go.umd.edu/UCo
[2] https://go.umd.edu/UVZ
[1] http://reslife.umd.edu/greenfest/
[1] https://docs.google.com/a/umd.edu/forms/d/1DeoHdmpYOFLVkQbzoOxpChIF634zQje24fU-79HULZo/viewform?edit_requested=true
[1] https://arch.umd.edu/mapp/event/gallery-talk-resilience-and-environmental-justice
[1] https://go.umd.edu/LGC19
[1] https://go.umd.edu/UjH

Top URLs in Tweet in G3:
[2] http://marylandday.umd.edu
[2] https://go.umd.edu/topten
[1] https://go.umd.edu/Ujr
[1] https://twitter.com/START_UMD/status/1111714828694011904
[1] https://go.umd.edu/UjE
[1] https://twitter.com/umd_arhu/status/1113880217326632960
[1] https://twitter.com/umd_arhu/status/1116388923360645120
[1] https://go.umd.edu/Uzp
[1] https://go.umd.edu/Uyi
[1] https://twitter.com/MarylandWLax/status/1113805361839054848

Top URLs in Tweet in G4:
[19] https://www.youtube.com/watch?v=a5G14UvnTak&feature=youtu.be

[1] https://baberuthmuseum.org/product-category/event/

Top URLs in Tweet in G5:
[1] https://www.instagram.com/p/BwPK6NRgx-j/?utm_source=ig_twitter_share&igshid=t4lg98zcbezo
[1] https://twitter.com/ncaaicehockey/status/1117071944107556865
[1] https://twitter.com/umdbulldogs/status/1116408071029391361

Top URLs in Tweet in G6:
[3] http://marylandday.umd.edu
[2] https://go.umd.edu/topten
[1] https://go.umd.edu/sjd2019
[1] https://theclarice.umd.edu/node/5216
[1] https://go.umd.edu/A2A
[1] https://bsos.umd.edu/featured-content/alcohol-use-early-stages-hiv?utm_source=Publicate&utm_medium=URL&utm_content=...&utm_campaign=190404-WEB
[1] https://today.umd.edu/articles/immigration-attitudes-55520ae7-f2c5-49da-a939-3879035198c8
[1] https://www.youtube.com/watch?v=YgN3fqQngWk&feature=youtu.be

[1] https://twitter.com/harmreduction/status/1117798042097389568
[1] https://forward.com/opinion/406997/we-re-staunch-zionists-and-we-are-worried-about-israel-s-democracy/

Top URLs in Tweet in G7:
[3] https://www.rhsmith.umd.edu/centers-excellence/dingman-center-entrepreneurship/news-events/51
[2] https://www.rhsmith.umd.edu/profiles/building-bridges-across-disciplines
[2] https://www.umdrightnow.umd.edu/news/university-maryland-launches-center-machine-learning
[1] https://www.rhsmith.umd.edu/faculty-research/smithbraintrust/insights/how-uber-and-lyft-could-attain-profitability
[1] https://www.rhsmith.umd.edu/faculty-research/smithbraintrust/insights/hunt-clean-water
[1] https://go.umd.edu/immigration
[1] https://www.rhsmith.umd.edu/faculty-research/smithbraintrust/insights/why-globalism-isnt-globalization
[1] https://go.umd.edu/SmithReunions
[1] https://www.rhsmith.umd.edu/news/five-ways-maryland-smith-welcomes-international-students
[1] https://www.philly.com/business/mba-business-schools-philadelphia-online-vanguard-wharton-drexel-indiana-maryland-20190418.html

Top URLs in Tweet in G8:
[14] https://twitter.com/BolyardMolly/status/1118564202220797952
[1] https://www.instagram.com/p/BwZzGIQjU7p/?utm_source=ig_twitter_share&igshid=1tjnvvlo406q0
[1] https://twitter.com/CAREUMD/status/1117814965539262464
[1] https://twitter.com/CAREUMD/status/1115995874109394945
[1] https://twitter.com/UMD_OCE/status/1116740945981128704
[1] https://twitter.com/NWS_BaltWash/status/1117549700062773253
[1] https://bikeindex.org/umd
[1] http://marylandday.umd.edu
[1] https://www.psychologytoday.com/us/blog/healing-through-social-justice/201903/the-psychology-radical-healing?fbclid=IwAR12ETjUIvwQT21vvSEvl3KqPrO7lpjIi0Z9ad_2p6XKwUYOa4uq1XEk2Ug
[1] https://docs.google.com/forms/d/e/1FAIpQLSeyUfgc20jWQM7VDw2OUiFiAwUEd7N6uGQ5DWNx9mQhb_isXw/viewform

Top URLs in Tweet in G9:
[3] https://eng.umd.edu/release/solar-evaporator-offers-a-fresh-route-to-fresh-water
[3] https://go.umd.edu/ichiro?utm_campaign=site_visitor.unpaid.engagement&utm_medium=tr_social&utm_source=twitter
[3] https://go.umd.edu/buddy-system?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=tr_social
[2] https://go.umd.edu/sjd2019
[1] https://twitter.com/UofMaryland/status/1116378848961212416
[1] https://eng.umd.edu/news/story/machine-learnings-translational-medicine
[1] https://eng.umd.edu/event/14172/distinguished-lecture-by-tim-regan-president--ceo-of-the-whiting-turner-contracting-company
[1] https://www.vox.com/2019/4/16/18312072/notre-dame-cathedral-fire
[1] https://ejobs.umd.edu/postings/68791
[1] https://ejobs.umd.edu/postings/68926

Top Domains
Top Domains in Tweet in Entire Graph:
[129] umd.edu
[73] twitter.com
[52] careerarc.com
[34] instagram.com
[29] revistatmx.com
[26] soundcloud.com
[23] youtube.com
[10] ebay.com
[8] facebook.com
[3] service-now.com

Top Domains in Tweet in G1:
[52] careerarc.com
[18] instagram.com
[17] twitter.com
[17] revistatmx.com
[4] umd.edu
[3] facebook.com
[2] youtube.com
[1] zumersport.com
[1] exelonstemacademy.org
[1] google.com

Top Domains in Tweet in G2:
[44] umd.edu
[26] soundcloud.com
[5] twitter.com
[3] instagram.com
[1] google.com
[1] youtube.com
[1] orgsync.com
[1] facebook.com

Top Domains in Tweet in G3:
[10] umd.edu
[5] twitter.com
[1] instagram.com

Top Domains in Tweet in G4:
[19] youtube.com
[1] baberuthmuseum.org

Top Domains in Tweet in G5:
[2] twitter.com
[1] instagram.com

Top Domains in Tweet in G6:
[10] umd.edu
[1] youtube.com
[1] twitter.com
[1] forward.com

Top Domains in Tweet in G7:
[28] umd.edu
[1] philly.com
[1] edx.org
[1] bottlethrowing.com
[1] instagram.com

Top Domains in Tweet in G8:
[18] twitter.com
[2] umd.edu
[1] instagram.com
[1] bikeindex.org
[1] psychologytoday.com
[1] google.com
[1] buzzfeed.com

Top Domains in Tweet in G9:
[15] umd.edu
[1] twitter.com
[1] vox.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1079] umd
[105] frozenfour
[74] terps
[52] scrublife
[45] terp
[39] umdtransforms
[36] collegepark
[28] marylandday
[28] socialjusticedayumd
[28] avengersendgame



Top Hashtags in Tweet in G1:
[278] umd
[52] scrublife
[36] frozenfour
[20] bulldogs
[18] tamu
[18] umuc
[17] fiu
[16] ksu
[16] bgsu
[16] gsu

Top Hashtags in Tweet in G2:
[146] umd
[28] collegepark
[27] terp
[27] terps
[26] terpjams
[26] collegeradio
[26] collegemusic
[26] newmusic
[21] umdtransforms
[15] marylandday

Top Hashtags in Tweet in G3:
[75] umd
[4] unicornbike
[4] collegeparkmd
[3] cp
[2] marylandday
[2] umdtransforms
[1] yearofimmigration
[1] globalterrorismdatabase
[1] research
[1] usmproud

Top Hashtags in Tweet in G4:
[48] umd
[28] avengersendgame
[19] bsu
[19] youtube
[1] maryland
[1] feartheturtle

Top Hashtags in Tweet in G5:
[40] umd
[16] frozenfour
[6] 2fers
[3] umdbulldogs
[3] bulldogcountry
[3] duluth
[3] gobulldogs
[2] collegehockey
[2] hockey
[2] ncaa

Top Hashtags in Tweet in G6:
[39] umd
[8] socialjusticedayumd
[6] arhu
[5] marylandday
[4] israel
[4] yearofimmigration
[3] iamarhu
[2] umdtransforms
[1] undocuterps
[1] umdinspires

Top Hashtags in Tweet in G7:
[62] umd
[10] terps
[5] dingmanbootstrapped
[5] umdinnovates
[4] goodneighborday
[3] umdtransforms
[3] quantum
[2] waterinsecurity
[2] community
[2] globalism

Top Hashtags in Tweet in G8:
[53] umd
[14] terp
[13] coffeecafes
[11] umdcs
[9] happyhour
[9] umdcoffeecafes
[9] terps
[5] umdocoffecafes
[5] mocha
[5] whitemocha

Top Hashtags in Tweet in G9:
[39] umd
[17] machinelearning
[7] scicomm
[7] umdtransforms
[7] notredame
[4] materialsscience
[4] umdinnovates
[3] artificialintelligence
[3] computervision
[3] stem

Top Hashtags in Tweet in G10:
[9] umd
[6] frozenfour
[1] nattychamps
[1] back2back

Top Words
Top Words in Tweet in Entire Graph:
[1031] Words in Sentiment List#1: Positive
[226] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[24551] Non-categorized Words
[25809] Total Words
[1055] #umd
[126] back
[118] s
[105] #frozenfour
[101] new

Top Words in Tweet in G1:
[277] #umd
[52] #scrublife
[41] work
[40] job
[36] #frozenfour
[32] go
[32] md
[25] s
[25] medical
[24] back

Top Words in Tweet in G2:
[140] #umd
[68] uofmaryland
[34] thestampumd
[33] 4
[28] #collegepark
[27] #terp
[27] love
[27] #terps
[26] students
[26] track

Top Words in Tweet in G3:
[74] #umd
[54] presidentloh
[26] 2019
[23] public
[22] graduate
[21] colleges
[20] 500
[14] based
[14] s
[13] 2020

Top Words in Tweet in G4:
[48] #umd
[47] new
[31] umterps
[28] 1
[28] month
[28] #avengersendgame
[28] believe
[28] made
[28] avengers
[28] presidentloh

Top Words in Tweet in G5:
[40] #umd
[29] umdmenshockey
[29] back
[16] #frozenfour
[14] national
[10] championship
[10] go
[10] game
[8] umdbulldogs
[8] s

Top Words in Tweet in G6:
[38] #umd
[18] dangerously
[17] today
[16] umd_arhu
[16] free
[14] tickets
[12] more
[12] create
[12] bsosumd
[11] see

Top Words in Tweet in G7:
[60] #umd
[16] umdrightnow
[15] new
[12] computer
[11] use
[10] #terps
[9] smith
[9] computing
[8] smithschool
[8] maryland

Top Words in Tweet in G8:
[53] #umd
[30] spud
[27] umpd
[23] out
[21] 4
[18] p
[18] m
[17] time
[16] april
[14] today

Top Words in Tweet in G9:
[34] #umd
[17] #machinelearning
[17] clarkschool
[16] engineer
[14] fire
[14] techreview
[12] helps
[12] ichiro
[12] takeuchi
[12] develop

Top Words in Tweet in G10:
[17] ness_duluth
[16] national
[12] straight
[10] sandelin
[10] deserves
[10] tremendous
[10] credit
[10] glad
[10] see
[10] media

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[53] back,back
[45] check,out
[36] #frozenfour,#umd
[34] uofmaryland,#umd
[33] #umd,#frozenfour
[31] p,m
[31] presidentloh,#umd
[28] 1,month
[28] month,#avengersendgame
[28] #avengersendgame,believe

Top Word Pairs in Tweet in G1:
[27] #scrublife,#umd
[25] #umd,#scrublife
[16] #umd,#frozenfour
[15] medical,center
[14] #fsu,#fiu
[14] #tamu,#twu
[14] #umd,#umuc
[14] recommend,anyone
[14] anyone,job
[13] #umd,#bulldogs

Top Word Pairs in Tweet in G2:
[33] uofmaryland,#umd
[26] love,track
[26] soundcloud,thestampumd
[26] thestampumd,uofmaryland
[26] #umd,#terpjams
[26] #terpjams,#terps
[26] #terps,#terp
[26] #terp,#collegeradio
[26] #collegeradio,#collegepark
[26] #collegepark,#collegemusic

Top Word Pairs in Tweet in G3:
[30] presidentloh,#umd
[21] public,colleges
[20] 500,public
[13] #umd,13
[13] 13,2019
[13] 2019,business
[13] business,first
[13] first,ranking
[13] ranking,500
[13] colleges,country

Top Word Pairs in Tweet in G4:
[28] 1,month
[28] month,#avengersendgame
[28] #avengersendgame,believe
[28] believe,made
[28] made,new
[28] new,avengers
[28] avengers,#umd
[28] #umd,presidentloh
[28] presidentloh,marvel
[28] marvel,umterps

Top Word Pairs in Tweet in G5:
[15] back,back
[9] national,championship
[8] back,national
[8] #frozenfour,#umd
[5] #umd,umdmenshockey
[5] calling,umdmenshockey
[5] umdmenshockey,fans
[5] fans,big
[5] big,game
[5] game,4pm

Top Word Pairs in Tweet in G6:
[14] free,tickets
[12] create,dangerously
[8] #socialjusticedayumd,today
[8] today,free
[8] tickets,see
[8] see,actress
[8] actress,author
[8] author,activist
[8] activist,dianeguerrero__
[8] dianeguerrero__,doompatroldcu

Top Word Pairs in Tweet in G7:
[10] #umd,#terps
[7] umdrightnow,#umd
[7] new,#umd
[6] college,park
[6] #umd,center
[6] center,machine
[6] machine,learning
[6] learning,use
[6] use,powerful
[6] powerful,computing

Top Word Pairs in Tweet in G8:
[18] p,m
[14] help,#terp
[14] #terp,out
[14] out,#umd
[13] umpd,help
[11] #umd,#umdcs
[10] please,join
[10] join,wishing
[10] wishing,spud
[10] spud,very

Top Word Pairs in Tweet in G9:
[15] #umd,engineer
[12] #machinelearning,helps
[12] helps,#umd
[12] engineer,ichiro
[12] ichiro,takeuchi
[12] takeuchi,develop
[12] develop,new
[12] new,alternative
[12] alternative,magnet
[12] magnet,materials

Top Word Pairs in Tweet in G10:
[10] sandelin,deserves
[10] deserves,tremendous
[10] tremendous,credit
[10] credit,glad
[10] glad,see
[10] see,national
[10] national,media
[10] media,start
[10] start,recognize
[10] recognize,college

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@presidentloh
@uofmaryland
@thestampumd
@umterps
@umpd
@marvel
@umdmenshockey
@fakewallaceloh
@blackshe
@soundcloud

Top Mentioned in G1:
@cslayap

Top Mentioned in G2:
@uofmaryland
@thestampumd
@soundcloud
@umdcollegeofed
@sustainableumd
@um_scholars
@presidentloh
@dots_umd
@chapelumd
@umdreslife

Top Mentioned in G3:
@presidentloh
@usnews
@chronicle
@nytimes
@uofmaryland
@theclariceumd
@patrick_wojahn
@sciterp
@bitcmp

Top Mentioned in G4:
@umterps
@presidentloh
@marvel
@fakewallaceloh
@blackshe
@ayeeju_
@coachlocks
@rollingroadgolf
@baberuthmuseum
@blacksheep_umd

Top Mentioned in G5:
@umdmenshockey
@umdbulldogs
@tomreidspub
@umasshockey
@julierobenhymer
@friarshockey
@sharpskateclub
@jcraw4991
@heartlandhockey

Top Mentioned in G6:
@umd_arhu
@bsosumd
@dianeguerrero__
@doompatroldcu
@oitn
@ambdennisross
@giisatumd
@uofmaryland
@access2alumni
@riggscenter

Top Mentioned in G7:
@umdrightnow
@smithschool
@umdresearch
@mytruebill
@uofmaryland
@questumd
@umdscience
@chronicle
@lelocascio
@clgoddard

Top Mentioned in G8:
@umpd
@umcounselingctr
@umdhealthcenter
@dots_umd
@uofmaryland
@chapelumd

Top Mentioned in G9:
@clarkschool
@techreview
@yinzerscience
@dianeguerrero__
@jamesobrien
@umdbioe
@umdrightnow
@umdfpechair
@uofmaryland
@bubb13_b0y

Top Mentioned in G10:
@ness_duluth
@keeblernation14
@moredekes
@whitefaceres
@bryce_wainio
@biddco

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@davesbargains
@tmobile
@nytimes
@elevenbravo138
@btpylonradio
@mreldiablo8
@draftdiamonds
@robert_lwos
@machinelearn_d

Top Tweeters in G1:
@keithmccullough
@wwlp22news
@kylecohennba
@zigfracassi
@tamedbyhockey
@rtshark
@1aptenok
@kayla_weir10
@deadpobl
@adrianoathstep

Top Tweeters in G2:
@nasa
@ericjdesigns
@amn_press
@mjgenioo_
@atheritagearea
@ketkeyy
@ashleyizme
@thestampumd
@rbltheory09
@soundcloud

Top Tweeters in G3:
@nytimes
@_hurdlefloww
@usnews
@victor_asal
@kiplinger
@socialscinerd
@superfanspeck99
@kingdanielv3
@kuldre
@chronicle

Top Tweeters in G4:
@gettinflee
@ayedatspierce_
@ayeeju_
@chocolate_cait
@marvel
@thedbk
@umterps
@_gifteddon
@dxcree
@deehoncho_

Top Tweeters in G5:
@dawnatfox9
@julierobenhymer
@bmileskikfan
@kay_wento
@larmanius
@umdbulldogs
@starting_goalie
@friarshockey
@wiguyinmn
@markdparrish

Top Tweeters in G6:
@jdforward
@washinstitute
@oitnb
@harmreduction
@oitn
@sociologistray
@umd_cri
@ogdiumd
@kevin_clair_jax
@gothamartists

Top Tweeters in G7:
@lyft
@gameofthrones
@mdsuburbs
@hassmsyed
@owlice
@mit
@uber
@smithschool
@umdrightnow
@edxonline

Top Tweeters in G8:
@ryunanderson
@daisijayne
@thranduilion
@ruby_steuart
@abuttersss
@jesslevenson1
@ahnafeldstein
@umpd
@lizcinmd
@gooddogsbot

Top Tweeters in G9:
@machinelearn_d
@liberallyjan
@techreview
@ccc101work
@albertomunoz
@deepindex
@scicommbot
@techaggreg
@pmenonkp
@bubb13_b0y

Top Tweeters in G10:
@biddco
@hockeyphotos
@bulldog_fans
@emerisle25
@seanbakkenjr
@umdawgs71
@tartstar
@realpacmankoh
@kristin_delaine
@whitefaceres


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