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#UMD_2017-06-19_08-51-08.xlsx
#UMD_2017-06-19_08-51-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2017
Short Description:
#UMD via NodeXL http://bit.ly/2sI2PvK
@uofmaryland
@umd_oce
@sustainableumd
@presidentloh
@umdcoloradoterp
@umdcollegeofed
@umdrightnow

Description:
Description
The graph represents a network of 632 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, 19 June 2017 at 15:51 UTC.

The requested start date was Monday, 19 June 2017 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, 49-minute period from Monday, 05 June 2017 at 01:16 UTC to Sunday, 18 June 2017 at 21:06 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 : 632
Unique Edges : 722
Edges With Duplicates : 282
Total Edges : 1004
Self-Loops : 313
Reciprocated Vertex Pair Ratio : 0.0208667736757624
Reciprocated Edge Ratio : 0.0408805031446541
Connected Components : 156
Single-Vertex Connected Components : 106
Maximum Vertices in a Connected Component : 291
Maximum Edges in a Connected Component : 510
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.954467
Graph Density : 0.001594816345363
Modularity : 0.627282
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[22] http://r.tabelog.com/osaka/A2701/A270101/27009440/
[17] https://go.umd.edu/cnc
[10] https://canarymission.org/individuals/Nathan-Brandli/
[8] https://go.umd.edu/cev
[7] https://bsos.umd.edu/featuredstory/3173
[7] https://www.rhsmith.umd.edu/news/10-business-books-your-summer-reading-list-0
[6] https://go.umd.edu/cdz
[5] https://go.umd.edu/cf8
[5] https://www.youtube.com/watch?v=cd8dT0FuqQ4
[4] http://physicstoday.scitation.org/doi/10.1063/PT.3.3594

Top URLs in Tweet in G1:
[22] http://r.tabelog.com/osaka/A2701/A270101/27009440/
[3] https://www.rhsmith.umd.edu/news/10-business-books-your-summer-reading-list-0
[3] http://www.careerarc.com/job-listing/university-of-maryland-medical-system-jobs-developmental-behavioral-pediatrician-ummc-20011214?campaign_id=16347&src=1&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[2] https://www.gofundme.com/blossomLPOI?pc=tw_dn_cpgnsharemore_r&rcid=r01-149624806917-bf0ce628054f41b1
[1] https://twitter.com/i/web/status/871736679496900608
[1] https://www.instagram.com/p/BVDrSRqgcHH/
[1] https://twitter.com/frpsinfo/status/872951341244702720
[1] https://twitter.com/i/web/status/873171610236309504
[1] https://twitter.com/i/web/status/873352708362829824
[1] https://twitter.com/i/web/status/873559524187262981

Top URLs in Tweet in G2:
[4] https://twitter.com/jpenamelnyk/status/871834146406060036
[3] https://go.umd.edu/cnc
[2] https://theclarice.umd.edu/seasons/2017-2018
[2] http://latinobc.eventbrite.com/
[1] https://twitter.com/i/web/status/875377769420640256
[1] https://twitter.com/i/web/status/875800027746242560
[1] https://go.umd.edu/cx6
[1] https://twitter.com/i/web/status/871724056801947650
[1] http://www.wbaltv.com/article/students-documentary-puts-faces-to-opioid-heroin-epidemic/9640476
[1] https://twitter.com/i/web/status/872968598146482176

Top URLs in Tweet in G3:
[2] http://paper.li/umdcoloradoterp/1470767558?edition_id=a0f75720-5066-11e7-a21a-0cc47a0d164b
[2] http://feeds.feedburner.com/~r/umd/IxBJ/~3/udj_ZIFiNfw/taddeo-interviewed-phi-beta-kappas-key-reporter?utm_source=feedburner&utm_medium=twitter&utm_campaign=onecampusumd
[1] http://paper.li/umdcoloradoterp/1470767558?edition_id=764ddd90-5454-11e7-be23-0cc47a0d164b
[1] http://paper.li/umdcoloradoterp/1470767558?edition_id=4fdb0430-4a1d-11e7-a72d-0cc47a0d164b
[1] http://paper.li/umdcoloradoterp/1470767558?edition_id=7983be20-4ae6-11e7-a72d-0cc47a0d164b
[1] http://paper.li/umdcoloradoterp/1470767558?edition_id=a435aab0-4baf-11e7-a72d-0cc47a0d164b
[1] http://paper.li/umdcoloradoterp/1470767558?edition_id=ce5a2450-4c78-11e7-915b-0cc47a0d164b
[1] http://paper.li/umdcoloradoterp/1470767558?edition_id=f8b3b7b0-4d41-11e7-915b-0cc47a0d164b
[1] http://paper.li/umdcoloradoterp/1470767558?edition_id=22c4a951-4e0b-11e7-915b-0cc47a0d164b
[1] http://paper.li/umdcoloradoterp/1470767558?edition_id=4d2149f0-4ed4-11e7-915b-0cc47a0d164b

Top URLs in Tweet in G4:
[6] https://bsos.umd.edu/featuredstory/3173
[5] https://go.umd.edu/cdz
[5] https://go.umd.edu/cf8
[3] https://go.umd.edu/c78
[3] https://go.umd.edu/2017infosession
[2] http://paper.li/Feretti49/1363050653?edition_id=b6aef840-4dbc-11e7-bb1e-0cc47a0d1609
[2] http://www.academyofinventors.com/pdf/top-100-universities-2016.pdf
[1] https://twitter.com/i/web/status/866352608931401729
[1] https://twitter.com/i/web/status/864965009830367232
[1] https://twitter.com/i/web/status/872482080135020544

Top URLs in Tweet in G5:
[10] https://go.umd.edu/cnc
[7] https://go.umd.edu/cev
[4] http://physicstoday.scitation.org/doi/10.1063/PT.3.3594
[3] https://umdrightnow.umd.edu/news/umd-awarded-6-million-nih-grant-structure-based-design-hepatitis-c-vaccine
[3] https://umdrightnow.umd.edu/news/mosquito-killing-fungi-engineered-spider-and-scorpion-toxins-could-help-fight-malaria
[3] https://umdrightnow.umd.edu/news/university-maryland-names-jennifer-king-rice-dean-college-education
[3] http://khn.org/news/cuts-in-federal-housing-help-would-hurt-peoples-health-research-suggests/
[3] https://publicate.it/p/nLNOjd22102
[2] https://www.umdrightnow.umd.edu/news/gravitational-waves-detected-third-time
[2] https://umdrightnow.umd.edu/news/mfri-director-steven-edwards-retire-university-maryland

Top URLs in Tweet in G7:
[4] https://go.umd.edu/cnc
[1] https://twitter.com/i/web/status/871824186465034240
[1] https://twitter.com/i/web/status/874636251390980096
[1] https://bsos.umd.edu/featuredstory/3173

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/876545747143065601
[1] https://twitter.com/i/web/status/866780209143570432
[1] https://twitter.com/i/web/status/874678818182750208
[1] https://twitter.com/i/web/status/875415448396935168

Top URLs in Tweet in G9:
[5] https://www.youtube.com/watch?v=cd8dT0FuqQ4
[2] https://www.rhsmith.umd.edu/news/umd-ciber-builds-bridges-businesses-and-professionals-cuba
[2] https://www.rhsmith.umd.edu/news/10-business-books-your-summer-reading-list-0
[1] https://twitter.com/i/web/status/875735587541716992
[1] https://www.rhsmith.umd.edu/news/smith-staff-attend-nace-competency-symposium
[1] https://twitter.com/i/web/status/874983111020433411
[1] https://www.rhsmith.umd.edu/news/federal-workers-spouses-get-tuition-discount-umd-smith-school
[1] https://www.rhsmith.umd.edu/news/need-help-managing-motherhood
[1] https://twitter.com/i/web/status/872890530589487105
[1] https://twitter.com/i/web/status/874715313547468802

Top URLs in Tweet in G10:
[10] https://canarymission.org/individuals/Nathan-Brandli/
[1] https://twitter.com/i/web/status/780910532274585600
[1] https://twitter.com/i/web/status/873261092201431040
[1] https://twitter.com/i/web/status/795921536574193664

Top Domains
Top Domains in Tweet in Entire Graph:
[143] twitter.com
[97] umd.edu
[30] paper.li
[26] instagram.com
[22] tabelog.com
[17] feedburner.com
[10] canarymission.org
[9] careerarc.com
[6] youtube.com
[4] scitation.org

Top Domains in Tweet in G1:
[48] twitter.com
[23] instagram.com
[22] tabelog.com
[9] careerarc.com
[3] umd.edu
[2] gofundme.com
[1] feedburner.com
[1] washingtonpost.com
[1] eurekalert.org
[1] youtu.be

Top Domains in Tweet in G2:
[19] twitter.com
[12] umd.edu
[2] eventbrite.com
[1] wbaltv.com
[1] theconversation.com
[1] catholiccharitiesdc.org
[1] service-now.com

Top Domains in Tweet in G3:
[16] feedburner.com
[15] paper.li
[1] umd.edu

Top Domains in Tweet in G4:
[23] umd.edu
[21] twitter.com
[4] paper.li
[2] academyofinventors.com
[1] federalnewsradio.com
[1] instagram.com
[1] hyattsvillewire.com
[1] bit.ly

Top Domains in Tweet in G5:
[34] umd.edu
[4] scitation.org
[4] publicate.it
[3] twitter.com
[3] khn.org
[1] wusa9.com
[1] citylab.com
[1] time.com

Top Domains in Tweet in G7:
[5] umd.edu
[2] twitter.com

Top Domains in Tweet in G8:
[4] twitter.com

Top Domains in Tweet in G9:
[9] umd.edu
[7] twitter.com
[5] youtube.com

Top Domains in Tweet in G10:
[10] canarymission.org
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[786] umd
[87] terps
[54] parisagreement
[44] wearestillin
[44] actonclimate
[28] basketball
[26] umdchampion
[22] food
[22] kjfc_food
[19] mbs

Top Hashtags in Tweet in G1:
[171] umd
[23] umdchampion
[22] food
[22] kjfc_food
[19] mbs
[9] job
[8] spring
[8] scrublife
[6] maryland
[6] mcfarland

Top Hashtags in Tweet in G2:
[119] umd
[11] parisagreement
[7] umdinnovates
[3] classicalmusic
[3] music
[3] student
[3] studyideas
[3] hobbies
[3] goals
[3] goalsetting

Top Hashtags in Tweet in G3:
[35] umd
[24] terps
[15] colorado
[10] artsterps
[5] goterps
[1] diversity
[1] highered
[1] antioxidant
[1] teamrhetoric
[1] sutaipei2017

Top Hashtags in Tweet in G4:
[71] umd
[6] umdinnovates
[6] terps
[3] casecoe
[3] undergrad
[3] gradschool
[2] umdgrad
[2] umdalumni
[2] fearlessideas
[1] wearestillin

Top Hashtags in Tweet in G5:
[62] umd
[2] umdinnovates
[1] siliconvalley

Top Hashtags in Tweet in G6:
[66] umd
[19] terps
[6] mach1
[6] feartheturtle
[4] mach1travels
[4] goterps

Top Hashtags in Tweet in G7:
[47] umd
[40] wearestillin
[40] parisagreement
[40] actonclimate
[1] climateaction

Top Hashtags in Tweet in G8:
[28] basketball
[28] terps
[26] umd
[7] maryland
[2] moco

Top Hashtags in Tweet in G9:
[23] umd
[5] cybersecurity
[5] gordonloebmodel
[4] bschool
[4] terps
[3] ciber
[3] cuba
[3] smithterps
[2] top10
[2] summerreading

Top Hashtags in Tweet in G10:
[15] umd
[2] maryland

Top Words
Top Words in Tweet in Entire Graph:
[360] Words in Sentiment List#1: Positive
[169] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[11869] Non-categorized Words
[12398] Total Words
[784] umd
[93] terps
[83] students
[66] presidentloh
[56] 2017

Top Words in Tweet in G1:
[174] umd
[38] mbs
[27] see
[26] proud
[25] students
[24] co
[24] future
[24] even
[23] t
[23] umdchampion

Top Words in Tweet in G2:
[115] umd
[60] presidentloh
[27] thank
[26] students
[17] health
[15] action
[15] journalism
[15] chronicle
[15] opioid
[15] heroin

Top Words in Tweet in G3:
[35] umd
[24] terps
[15] daily
[15] colorado
[15] digest
[15] out
[15] thanks
[10] artsterps
[9] 2017
[9] 00

Top Words in Tweet in G4:
[71] umd
[31] uofmaryland
[27] researchers
[12] batteries
[10] more
[10] device
[10] blind
[8] rsvp
[7] bsosumd
[7] investigate

Top Words in Tweet in G5:
[62] umd
[35] umdrightnow
[13] people
[12] explores
[10] blind
[10] help
[10] joins
[10] grand
[10] coalition
[10] support

Top Words in Tweet in G6:
[66] umd
[39] come
[26] bgaddy97
[24] here
[19] d_dotson1
[19] terp
[19] bro
[19] terps
[18] aaron_wiggins_
[15] 18th

Top Words in Tweet in G7:
[47] umd
[40] wearestillin
[40] pledges
[40] part
[40] fulfill
[40] promise
[40] parisagreement
[40] actonclimate
[39] sustainableumd
[5] support

Top Words in Tweet in G8:
[56] basketball
[28] sign
[28] up
[28] today
[28] 2017
[28] juan
[28] dixon
[28] camps
[28] moco
[28] pg

Top Words in Tweet in G9:
[23] umd
[8] smithschool
[6] video
[5] part
[5] much
[5] invest
[5] cybersecurity
[5] watch
[5] gordonloebmodel
[4] ciber

Top Words in Tweet in G10:
[15] umd
[11] canarymission
[11] nathan
[11] brandli
[11] rallying
[11] harrass
[11] students
[11] celebrating
[11] israeli
[11] culture

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] terps,umd
[44] wearestillin,umd
[44] umd,pledges
[44] pledges,part
[44] part,fulfill
[44] fulfill,promise
[44] promise,parisagreement
[44] parisagreement,actonclimate
[43] sustainableumd,wearestillin
[41] umd,students

Top Word Pairs in Tweet in G1:
[24] umd,students
[23] t,co
[23] proud,umdchampion
[23] umdchampion,even
[23] even,prouder
[23] prouder,future
[23] future,see
[23] see,umd
[23] students,staking
[23] staking,claim

Top Word Pairs in Tweet in G2:
[15] umd,journalism
[15] journalism,students
[15] students,chronicle
[15] chronicle,opioid
[15] opioid,heroin
[15] heroin,epidemic
[15] epidemic,thank
[15] thank,shining
[15] shining,light
[15] light,public

Top Word Pairs in Tweet in G3:
[15] daily,colorado
[15] colorado,umd
[15] umd,terps
[15] terps,digest
[15] digest,out
[15] out,thanks
[10] artsterps,umd
[6] 00,pm
[5] goterps,umd
[3] know,48

Top Word Pairs in Tweet in G4:
[25] umd,researchers
[14] uofmaryland,umd
[7] researchers,investigate
[7] investigate,link
[7] link,between
[7] between,undernourishment
[7] undernourishment,land
[7] land,grabs
[7] grabs,around
[7] around,world

Top Word Pairs in Tweet in G5:
[27] umdrightnow,umd
[10] umd,joins
[10] joins,grand
[10] grand,coalition
[10] coalition,support
[10] support,paris
[10] paris,agreement
[10] agreement,climate
[10] climate,action
[9] umd,explores

Top Word Pairs in Tweet in G6:
[24] umd,here
[24] here,come
[19] d_dotson1,terp
[19] terp,bro
[19] bro,terps
[19] terps,umd
[18] aaron_wiggins_,d_dotson1
[15] 18th,come
[15] come,faster
[15] faster,umd

Top Word Pairs in Tweet in G7:
[40] wearestillin,umd
[40] umd,pledges
[40] pledges,part
[40] part,fulfill
[40] fulfill,promise
[40] promise,parisagreement
[40] parisagreement,actonclimate
[39] sustainableumd,wearestillin
[4] umdrightnow,umd
[4] umd,joins

Top Word Pairs in Tweet in G8:
[28] sign,up
[28] up,today
[28] 2017,juan
[28] juan,dixon
[28] dixon,basketball
[28] basketball,camps
[28] camps,moco
[28] pg,counties
[28] counties,basketball
[28] basketball,terps

Top Word Pairs in Tweet in G9:
[5] much,invest
[5] invest,cybersecurity
[5] cybersecurity,watch
[5] watch,video
[5] video,gordonloebmodel
[5] gordonloebmodel,umd
[4] lawrenceagordon,much
[3] umd,ciber
[3] umd,terps
[2] ciber,builds

Top Word Pairs in Tweet in G10:
[11] nathan,brandli
[11] brandli,umd
[11] umd,rallying
[11] rallying,harrass
[11] harrass,students
[11] students,celebrating
[11] celebrating,israeli
[11] israeli,culture
[10] canarymission,nathan
[4] delia,dreher

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@presidentloh
@umdrightnow
@sustainableumd
@uofmaryland
@bgaddy97
@sibballcamps
@aaron_wiggins_
@d_dotson1
@theclariceumd
@canarymission

Top Mentioned in G1:
@djseanthemonsta
@kimwebster0411
@artsiriverdale
@breadngreens

Top Mentioned in G2:
@presidentloh
@theclariceumd
@umdrightnow
@maryland_alumni
@umd_oce
@milkboyarthouse
@repanthonybrown
@senatorcardin
@dogoodchallenge
@uofmaryland

Top Mentioned in G3:
@tltc_umd
@hortonglobal
@klaushubacek
@onecampusumd
@tbeindit
@drjweisberg
@jblck
@umdcollegeofed
@bigtenfan
@sbncollege

Top Mentioned in G4:
@uofmaryland
@bsosumd
@umdgradschool
@umdcollegeofed
@ogdiumd
@applymaryland
@presidentloh
@dogoodchallenge
@missshirleys
@sustainableumd

Top Mentioned in G5:
@umdrightnow
@wusa9
@physicstoday
@presidentloh
@nasa
@umdresearch
@milkboyarthouse
@theclariceumd
@khnews

Top Mentioned in G6:
@bgaddy97
@aaron_wiggins_
@d_dotson1
@_mjx7
@vj_johnson01
@andersonera21

Top Mentioned in G7:
@sustainableumd
@umdrightnow
@bsosumd
@uofmaryland

Top Mentioned in G8:
@sibballcamps

Top Mentioned in G9:
@smithschool
@lawrenceagordon
@smithgoesglobal
@sustainableumd
@umd_dingman
@colsie
@natgeo
@smithdoctoral
@elanafine
@steveferber

Top Mentioned in G10:
@canarymission
@lexiechey

Top Tweeters
Top Tweeters in Entire Graph:
@harbirsinghsuri
@cnnnews18
@sbncollege
@eddarrell
@bryanngati
@jmktv
@knowyourleakguy
@dcabloob
@kadambpd
@wusa9

Top Tweeters in G1:
@knowyourleakguy
@patriciawadam
@roses_4_thorns
@sukebedaimaoh
@bewhollandlop
@wdcgardener
@michiiledezma_
@fortuneboomin
@azonevtenaj
@andres_varia

Top Tweeters in G2:
@_hurdlefloww
@sba1211
@galleryfrank
@aspirehomes
@nbbedi
@jpbnw
@thedbk
@globalteenteam
@atheritagearea
@jkyles10

Top Tweeters in G3:
@sbncollege
@tbeindit
@denverwestword
@amconmag
@moskalets1955
@phibetakappa
@marylandplaza
@tarahusband
@oaklandcemetery
@schutte_b1gfb

Top Tweeters in G4:
@ottdogbuns
@senoraerica
@pgccommunity
@ericjdesigns
@feretti49
@campusreform
@statemaryland
@blackterp
@mdbiz
@uofmaryland

Top Tweeters in G5:
@eddarrell
@jmktv
@dcabloob
@wusa9
@miyungyumm
@chipgoines
@citylab
@nasa
@omgchronicles
@familyunequal

Top Tweeters in G6:
@bryanngati
@wldthing20
@foreign_circle
@mr_k_lee
@bkims111
@imthejuice_
@primyst
@terprecruiting
@therealjmcnair
@insidetheshell1

Top Tweeters in G7:
@kadambpd
@superwoman1950
@rytkosenpetri
@sarcona_felix
@alienobserver1
@lminsi
@adeelameshkhas
@badtoad20
@tbrown7844
@billicus_max

Top Tweeters in G8:
@ashleybee6515
@hoopstar_doir
@sherryfleming2
@creliakay
@clickonthisshow
@jamorr
@rjoyce3135
@lmcclarty34
@cartershoww
@royalsbb2

Top Tweeters in G9:
@natgeo
@loriakinseven
@smithschool
@f10ria
@colsie
@umd_dingman
@creatingvalue
@aarford
@smithbraintrust
@smithgoesglobal

Top Tweeters in G10:
@kmbsk80
@lexiechey
@mikezzz111
@seajade_
@haroldmargaret6
@rokedvmagen
@dsr2
@kelichko
@thpl6750
@thefrontmission