#UMD, Twitter, 8/9/2021 10:57:16 PM, 259885


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#UMD_2021-08-09_07-12-59.xlsx
#UMD_2021-08-09_07-12-59.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 09, 2021
Short Description:
#UMD via NodeXL https://bit.ly/3lOmgyg
@umdresearch
@uofmaryland
@umdcollegeofed
@sustainableumd
@umdrightnow
@umd_agnr
@ey_us
@ross_salawitch
@terpsmusic
@smithschool

Top hashtags:
#umd
#umuc
#tamu
#ung
#uci
#ncat
#twu
#uncp
#fiu
#ksu

Description:
Description
The graph represents a network of 323 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, 09 August 2021 at 14:15 UTC.

The requested start date was Monday, 09 August 2021 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, 22-hour, 58-minute period from Monday, 26 July 2021 at 00:07 UTC to Sunday, 08 August 2021 at 23:06 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 : 323
Unique Edges : 246
Edges With Duplicates : 766
Total Edges : 1012
Number of Edge Types : 5
Tweet : 335
Mentions : 136
Retweet : 282
MentionsInRetweet : 255
Replies to : 4
Self-Loops : 461
Reciprocated Vertex Pair Ratio : 0.0771604938271605
Reciprocated Edge Ratio : 0.143266475644699
Connected Components : 106
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 141
Maximum Edges in a Connected Component : 368
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.353924
Graph Density : 0.00335557563986693
Modularity : 0.328424
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 323 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, 09 August 2021 at 14:15 UTC.

The requested start date was Monday, 09 August 2021 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, 22-hour, 58-minute period from Monday, 26 July 2021 at 00:07 UTC to Sunday, 08 August 2021 at 23:06 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".

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:
[12] https://brainlywriters.com/
[4] https://www.ebay.ca/itm/324634645940
[3] https://www.ebay.ca/itm/324634584332
[3] https://www.ebay.ca/itm/224468561555
[3] https://go.umd.edu/TP9
[2] https://agnr.umd.edu/news/umd-develops-dash-plus-community-based-hypertension-management-program-older-adults-testing
[2] https://yourgradeplug.com/
[2] https://www.ebay.ca/itm/324634698946
[2] https://www.ebay.ca/itm/224468508751
[2] https://collegefootballamericapr.com/2021/07/27/ferris-state-rb-marvin-campbell-leads-college-football-america-yearbook-2021-division-ii-preseason-starting-lineup/

Top URLs in Tweet in G1:
[12] https://brainlywriters.com/
[2] https://yourgradeplug.com/
[1] https://wtop.com/maryland/2021/07/maryland-universities-prepare-to-manage-covid-19-vaccination-records/
[1] https://twitter.com/xo_sabu/status/1419104954334261250
[1] https://go.umd.edu/pers371
[1] https://twitter.com/umterps/status/1420457403347345408
[1] https://aspiringprofessional.me/
[1] https://www.eurekalert.org/news-releases/477184
[1] https://www.instagram.com/accounts/login/
[1] https://mti.umd.edu/news/story/cui-leads-groundbreaking-study-on-project-delivery-methods-equity

Top URLs in Tweet in G2:
[2] https://agnr.umd.edu/news/umd-develops-dash-plus-community-based-hypertension-management-program-older-adults-testing
[1] https://go.umd.edu/TAB
[1] https://go.umd.edu/Tdo
[1] https://go.umd.edu/Tdg
[1] https://agnr.umd.edu/news/umd-associate-professor-receives-new-funding-expand-crispr-cas12a-genome-editing-technologies
[1] https://www.matteroffact.tv/why-rising-waters-are-still-a-concern-beyond-the-coasts/
[1] https://today.umd.edu/articles/privilege-politics-influence-vaccines-racial-disparity-dbb9615a-adad-4303-adfe-5ee0c8fb3a0f
[1] https://publicate.it/p/zKaD1s235877
[1] https://go.umd.edu/TP9
[1] https://extension.umd.edu/news-events/news/umd-extension-specialist-awarded-funds-noaa-help-potential-aquaculture-business-owners-thrive-and

Top URLs in Tweet in G3:
[1] https://go.umd.edu/TWA
[1] https://go.umd.edu/TP9
[1] https://go.umd.edu/return21

Top URLs in Tweet in G4:
[1] https://www.wypr.org/show/on-the-record/2021-07-19/the-dangers-of-extreme-heat?utm_source=Publicate&utm_medium=email&utm_content=the-dangers-of-extreme-heat&utm_campaign=210730+-+EMAIL
[1] https://umdrightnow.umd.edu/researchers-find-privilege-politics-influence-vaccines-racial-disparity
[1] https://go.umd.edu/TP9
[1] https://twitter.com/ClarkSchool/status/1420812488690606080
[1] https://www.washingtonpost.com/investigations/interactive/2021/nso-spyware-pegasus-cellphones/?utm_source=Publicate&utm_medium=email&utm_content=...&utm_campaign=210730+-+EMAIL
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D2MD0JvL6Z-4&q=EgS4SO-bGKXwxIgGIhBZXuvng37LPYwGLPKy3VtjMgFy
[1] https://www.nytimes.com/2021/07/24/style/what-should-happen-to-our-data-when-we-die.html

Top URLs in Tweet in G5:
[1] https://go.umd.edu/TWM
[1] https://twitter.com/MDTEDCO/status/1416025331585228802
[1] https://twitter.com/UMD_MAPPD/status/1422942426319233026
[1] https://twitter.com/MoCoAlliance/status/1423330868119154693
[1] https://today.umd.edu/articles/cooler-way-help-hungry-6e533c55-8591-4995-b508-5c81568baad7

Top URLs in Tweet in G6:
[1] https://www.edweek.org/teaching-learning/the-complicated-divisive-work-of-grading-teacher-preparation-programs/2021/06
[1] https://go.umd.edu/Td3

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=3rNeZRM1Z2s&feature=youtu.be


Top URLs in Tweet in G8:
[2] https://mybook.to/TrustingTrey

Top URLs in Tweet in G9:
[1] https://twitter.com/BrkThroughMason/status/1420109216833056769

Top URLs in Tweet in G10:
[2] https://collegefootballamericapr.com/2021/07/27/ferris-state-rb-marvin-campbell-leads-college-football-america-yearbook-2021-division-ii-preseason-starting-lineup/
[2] https://www.amazon.com/dp/0578955008/ref=sr_1_1?dchild=1&keywords=College+Football+America+2021+yearbook&qid=1627140217&sr=8-1

Top Domains
Top Domains in Tweet in Entire Graph:
[32] umd.edu
[14] ebay.ca
[12] brainlywriters.com
[10] twitter.com
[2] soundcloud.com
[2] yourgradeplug.com
[2] wypr.org
[2] collegefootballamericapr.com
[2] amazon.com
[2] mybook.to

Top Domains in Tweet in G1:
[12] brainlywriters.com
[5] umd.edu
[2] twitter.com
[2] yourgradeplug.com
[1] wtop.com
[1] aspiringprofessional.me
[1] eurekalert.org
[1] instagram.com
[1] federalistpig.com

Top Domains in Tweet in G2:
[19] umd.edu
[2] twitter.com
[1] matteroffact.tv
[1] publicate.it
[1] wypr.org
[1] theconversation.com
[1] phys.org
[1] eos.org
[1] today.com

Top Domains in Tweet in G3:
[3] umd.edu

Top Domains in Tweet in G4:
[2] umd.edu
[1] wypr.org
[1] twitter.com
[1] washingtonpost.com
[1] google.com
[1] nytimes.com

Top Domains in Tweet in G5:
[3] twitter.com
[2] umd.edu

Top Domains in Tweet in G6:
[1] edweek.org
[1] umd.edu

Top Domains in Tweet in G7:
[1] youtube.com

Top Domains in Tweet in G8:
[2] mybook.to

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

Top Domains in Tweet in G10:
[2] collegefootballamericapr.com
[2] amazon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[468] umd
[324] umuc
[295] tamu
[257] ung
[230] uci
[222] ncat
[209] twu
[208] uncp
[187] fiu
[182] ksu



Top Hashtags in Tweet in G1:
[245] umd
[241] umuc
[213] tamu
[198] ung
[170] uci
[161] ncat
[152] twu
[151] uncp
[141] fiu
[138] pearson

Top Hashtags in Tweet in G2:
[47] umd
[3] crispr
[2] hypertension
[2] qsf
[1] landart
[1] stem
[1] agriculture
[1] umdaginnovation
[1] quantum
[1] quantumumd

Top Hashtags in Tweet in G3:
[15] umd
[2] qsf
[1] quantumumd

Top Hashtags in Tweet in G4:
[14] umd
[7] maryland
[4] mba
[4] goterps
[1] quantum
[1] quantumumd
[1] worldclassfaculty
[1] entrepreneurship
[1] futurist
[1] ai

Top Hashtags in Tweet in G5:
[16] umd
[4] saveguilfordwoods
[3] smartgrowthnotdeforestation

Top Hashtags in Tweet in G6:
[2] edterps
[2] umd
[1] teacherdiversity

Top Hashtags in Tweet in G7:
[1] astroturf
[1] fieldhockey
[1] ncaa
[1] olympics
[1] sports
[1] tokyo2020
[1] umd
[1] terps

Top Hashtags in Tweet in G8:
[10] umd
[2] ku
[2] romancereaders
[2] christmas
[2] romancenovels

Top Hashtags in Tweet in G9:
[2] umd
[1] meettheteam

Top Hashtags in Tweet in G10:
[8] collegefootballamerica
[8] d2fb
[8] pittst
[8] uwf
[2] ferrisfootball
[2] utpb
[2] therock
[2] umd

Top Words
Top Words in Tweet in Entire Graph:
[462] #umd
[324] #umuc
[295] #tamu
[257] #ung
[230] #uci
[222] #ncat
[212] help
[209] #twu
[208] #uncp
[202] dm

Top Words in Tweet in G1:
[245] #umd
[241] #umuc
[213] #tamu
[198] #ung
[170] #uci
[161] #ncat
[159] help
[152] #twu
[151] #uncp
[139] #fiu

Top Words in Tweet in G2:
[42] #umd
[20] umdresearch
[12] more
[11] researchers
[10] professor
[10] umd_agnr
[8] best
[7] research
[6] shows
[5] based

Top Words in Tweet in G3:
[30] uofmaryland
[22] effective
[22] 21
[22] 5pm
[22] princegeorgesmd
[22] reinstitute
[22] indoor
[22] public
[22] mask
[22] policy

Top Words in Tweet in G4:
[14] #umd
[12] professor
[7] #maryland
[6] smithschool
[5] more
[4] health
[4] excited
[4] full
[4] time
[4] #mba

Top Words in Tweet in G5:
[15] #umd
[8] efforts
[6] president_pines
[6] great
[5] professor
[5] environmental
[5] justice
[5] community
[4] sustainableumd
[4] leading

Top Words in Tweet in G6:
[5] umdcollegeofed
[4] programs
[4] 577k
[4] grant
[4] usedgov
[4] iesresearch
[4] coe
[4] researchers
[4] david_blazar
[4] seguneu

Top Words in Tweet in G7:
[14] check
[7] promo
[7] five
[7] minutes
[7] see
[7] full
[7] interview
[7] melissa
[7] vassalotti
[7] twist

Top Words in Tweet in G8:
[10] allison
[10] college
[10] senior
[10] ready
[10] graduate
[10] #umd
[10] going
[10] school
[10] working
[10] filled

Top Words in Tweet in G9:
[11] jan
[6] see
[5] brkthroughumd
[5] meet
[5] dr
[5] plane
[5] academic
[5] lead
[5] excited
[5] brkthroughtech's

Top Words in Tweet in G10:
[8] #collegefootballamerica
[8] 2021
[8] yearbook
[8] #d2fb
[8] starting
[8] lineup
[8] skill
[8] players
[8] #pittst
[8] maksexton

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[209] #tamu,#twu
[204] #umd,#umuc
[196] #twu,#umd
[162] #wsu,#fsu
[160] #fsu,#fiu
[152] #pearson,#aleks
[152] #ncat,#tamu
[151] #fiu,#ucf
[150] #ucf,#nyu
[149] #nyu,#liu

Top Word Pairs in Tweet in G1:
[159] #umd,#umuc
[152] #tamu,#twu
[152] #twu,#umd
[138] #pearson,#aleks
[128] #aleks,#blackboard
[123] #wsu,#fsu
[121] #fsu,#fiu
[121] #umuc,#ung
[114] #ncat,#tamu
[113] #fiu,#ucf

Top Word Pairs in Tweet in G2:
[9] umdresearch,#umd
[6] #umd,research
[4] dash,plus
[4] plus,community
[4] community,based
[4] management,program
[4] program,older
[4] best,value
[4] value,schools
[4] schools,agnr

Top Word Pairs in Tweet in G3:
[22] effective,21
[22] 21,5pm
[22] 5pm,princegeorgesmd
[22] princegeorgesmd,reinstitute
[22] reinstitute,indoor
[22] indoor,public
[22] public,mask
[22] mask,policy
[22] policy,mandate
[22] mandate,vaccinated

Top Word Pairs in Tweet in G4:
[4] full,time
[4] #goterps,#umd
[4] #umd,#maryland
[3] #umd,professor
[3] join,congratulating
[3] congratulating,joe
[3] joe,bailey
[3] bailey,being
[3] being,awarded
[3] awarded,engaging

Top Word Pairs in Tweet in G5:
[5] #umd,professor
[5] environmental,justice
[4] professor,leading
[4] leading,efforts
[4] efforts,bring
[4] bring,environmental
[4] justice,resilience
[4] resilience,stormwater
[4] stormwater,efforts
[4] partners,umdcampuspantry

Top Word Pairs in Tweet in G6:
[4] 577k,grant
[4] grant,usedgov
[4] usedgov,iesresearch
[4] iesresearch,coe
[4] coe,researchers
[4] researchers,david_blazar
[4] david_blazar,seguneu
[4] seguneu,study
[4] study,teacher
[3] coe's,ebonyshockley

Top Word Pairs in Tweet in G7:
[7] check,promo
[7] promo,five
[7] five,minutes
[7] minutes,see
[7] see,full
[7] full,interview
[7] interview,melissa
[7] melissa,vassalotti
[7] vassalotti,twist
[7] twist,check

Top Word Pairs in Tweet in G8:
[10] allison,college
[10] college,senior
[10] senior,ready
[10] ready,graduate
[10] graduate,#umd
[10] #umd,going
[10] going,school
[10] school,working
[10] working,filled
[10] filled,days

Top Word Pairs in Tweet in G9:
[5] meet,dr
[5] dr,jan
[5] jan,plane
[5] plane,academic
[5] academic,lead
[5] lead,jan
[5] jan,excited
[5] excited,see
[5] see,brkthroughtech's
[5] brkthroughtech's,program

Top Word Pairs in Tweet in G10:
[8] #collegefootballamerica,2021
[8] 2021,yearbook
[8] yearbook,#d2fb
[8] #d2fb,starting
[8] starting,lineup
[8] lineup,skill
[8] skill,players
[8] players,#pittst
[8] #pittst,maksexton
[8] maksexton,#uwf

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@top_tutorscorp
@uofmaryland
@umdresearch
@princegeorgesmd
@academics_real2
@prudent_writer
@ebay
@oliverexams
@falconwriters03
@umd_agnr

Top Mentioned in G1:
@top_tutorscorp
@academics_real2
@falconwriters03
@essayassignmen7
@thenichewriters
@idealtutor2020
@assignmentbest1
@prudentwriter_
@gigiwriter1
@legitsupremewr1

Top Mentioned in G2:
@umdresearch
@umd_agnr
@clarkschool
@bsosumd
@umdme
@umdscience
@agroecokate
@smithschool
@ey_us
@noaa

Top Mentioned in G3:
@uofmaryland
@princegeorgesmd
@ey_us
@scrippsbee
@umdresearch
@rsprousenews
@umdrightnow

Top Mentioned in G4:
@smithschool
@ey_us
@washingtonpost
@ischoolumd
@umdrightnow
@oliverschlake
@wypr881fm
@umdpublichealth
@clarkschool
@alwinthesheriff

Top Mentioned in G5:
@president_pines
@sustainableumd
@umdcampuspantry
@umd_oce
@ross_salawitch
@umdrightnow
@umd_agnr
@umdresearch
@mocoalliance
@ogkionis1

Top Mentioned in G6:
@umdcollegeofed
@usedgov
@iesresearch
@david_blazar
@seguneu
@ebonyshockley
@educationweek
@uofmaryland
@aaqep1
@caepupdates

Top Mentioned in G7:
@astroturfusa
@usafieldhockey
@nfhca
@fih_hockey
@terpsfh

Top Mentioned in G8:
@katiemettner

Top Mentioned in G9:
@brkthroughumd
@brkthroughtech
@brkthroughmason
@umdcs
@i4c_umd

Top Mentioned in G10:
@maksexton
@roadtripsports
@walkintalent
@mj_l1nk
@henry_litwin11
@big_zdog
@postinspostcard

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@joepranaitis
@edjlazar
@marting8177
@katiemettner
@jfsebastian146
@bigtickhk
@dcabloob
@coderretweet
@washingtonpost

Top Tweeters in G1:
@andreasboos
@mdknight2016
@laquintaessay
@idealtutor2020
@id_ealwriters
@gradeaesssays
@twritershelp
@kyla_essayhelp
@online_klas
@jameskabiru16

Top Tweeters in G2:
@todayshow
@thesiliconhill
@physorg_com
@soledadobrien
@sciam
@conversationus
@fisher_danar
@shibleytelhami
@cl
@agu_eos

Top Tweeters in G3:
@dcabloob
@angrymantv
@jkh107
@ericjdesigns
@tomholtzpaleo
@doogietha1
@andreweeckert
@jmtheodor
@meriwether_c
@rsprousenews

Top Tweeters in G4:
@washingtonpost
@wypr881fm
@cs_thorne
@smithschool
@colsie
@umdrightnow
@umdpublichealth
@ischoolumd
@blhebbard
@uatshadygrove

Top Tweeters in G5:
@watervole
@mattr_rodriguez
@diverseterps
@umd_oce
@sausagezz
@sustainableumd
@cpcupartnership
@dogoodatumd
@mocoalliance
@umd_mappd

Top Tweeters in G6:
@educationweek
@pratherlab
@usedgov
@madeline_will
@iesresearch
@umdcollegeofed
@scribnerumcp
@aaqep1
@seguneu
@ebonyshockley

Top Tweeters in G7:
@fih_hockey
@usafieldhockey
@schrayguy
@mwsnsports
@mwsnpr
@astroturfusa
@wbsnsports
@terpsfh
@d3sportsmatter
@nfhca

Top Tweeters in G8:
@bella623
@joepranaitis
@marting8177
@katiemettner
@bigtickhk
@bendragonborn
@michelleroseg33
@dajc_thoughts
@robertsbookblog

Top Tweeters in G9:
@umdcs
@umdresearchpark
@umdmavric
@startup_umd
@brkthroughumd
@umd_imd
@i4c_umd
@brkthroughtech
@brkthroughmason

Top Tweeters in G10:
@postinspostcard
@roadtripsports
@mj_l1nk
@ethanwirtzdawg
@henry_litwin11
@walkintalent
@big_zdog
@maksexton


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