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imperialcollege_2017-10-12_15-54-27.xlsx
imperialcollege_2017-10-12_15-54-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 12, 2017
Short Description:
imperialcollege via NodeXL http://bit.ly/2gATeQu
@imperialcollege
@deeplearn007
@who
@iotimelab
@manjeetrege
@imperialmed
@utarsystems

Description:
Description
The graph represents a network of 4,197 Twitter users whose tweets in the requested range contained "imperialcollege", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 12 October 2017 at 22:57 UTC.

The requested start date was Thursday, 12 October 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, 8-hour, 42-minute period from Thursday, 28 September 2017 at 15:14 UTC to Wednesday, 11 October 2017 at 23:56 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 : 4197
Unique Edges : 8445
Edges With Duplicates : 3318
Total Edges : 11763
Self-Loops : 520
Reciprocated Vertex Pair Ratio : 0.0256035934868052
Reciprocated Edge Ratio : 0.0499288295193255
Connected Components : 284
Single-Vertex Connected Components : 220
Maximum Vertices in a Connected Component : 3775
Maximum Edges in a Connected Component : 11318
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.748454
Graph Density : 0.000518607757640677
Modularity : 0.519174
NodeXL Version : 1.0.1.388

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[856] http://www.who.int/mediacentre/news/releases/2017/increase-childhood-obesity/en/
[437] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/newssummary/news_4-10-2017-13-31-11
[35] https://twitter.com/imperialcollege/status/918046400218353664
[25] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/newssummary/news_6-10-2017-15-55-51
[21] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/newssummary/news_6-10-2017-12-5-19
[20] https://www4.ad.ic.ac.uk/OA_HTML/OA.jsp?page=/oracle/apps/irc/candidateSelfService/webui/VisVacDispPG&akRegionApplicationId=821&transactionid=409037302&retainAM=Y&addBreadCrumb=S&p_svid=52812&p_spid=1857536&oapc=11&oas=j2iYcEEgxwr-9nubYYuVHw
[18] http://bit.ly/2gc1nug
[15] http://www.imperial.ac.uk/equality/support-for-staff/imperial-women/womenatimperialweek/pioneering-women/?hootPostID=6273c4aab883deb3a8fb88fb4babfcf1
[15] http://mailchi.mp/cgiar.org/mamopanel-enews-july2017-3208037?e=f4cb87d932
[14] http://ow.ly/p3Jg30fDhna

Top URLs in Tweet in G1:
[837] http://www.who.int/mediacentre/news/releases/2017/increase-childhood-obesity/en/
[15] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/newssummary/news_6-10-2017-12-5-19
[9] http://www.imperial.ac.uk/equality/support-for-staff/imperial-women/womenatimperialweek/pioneering-women/?hootPostID=6273c4aab883deb3a8fb88fb4babfcf1
[9] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2817%2932129-3%2Ffulltext&rc=0&code=lancet-site
[8] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/newssummary/news_29-9-2017-14-13-33?hootPostID=6cf51858d81a767c653dab515d1bbe50
[5] https://buff.ly/2xAAs5A
[4] http://who.int/mediacentre/news/releases/2017/increase-childhood-obesity/en/?platform=hootsuite
[3] http://ow.ly/24jW30fzk9Z
[3] http://ow.ly/7xAM30fDo73
[3] http://news.met.police.uk/news/incident-in-exhibition-road-near-albert-museum-266151

Top URLs in Tweet in G2:
[12] http://ow.ly/p3Jg30fDhna
[10] http://www.imperial.ac.uk/alerts/
[10] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/centres/globalhealth/eventssummary/event_26-7-2017-12-13-57
[10] Today
[10] 421
[10] -
[10] Wednesday
[10] 16
[10] August
[9] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/centres/globalhealth/newssummary/news_4-10-2017-14-42-27

Top URLs in Tweet in G3:
[217] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/newssummary/news_4-10-2017-13-31-11
[8] http://bit.ly/2wzgq7N
[3] http://bit.ly/2gc1nug
[3] http://ow.ly/tJSR30fESc9
[2] http://www.thalesians.com/finance/index.php/Courses/Data_Analysis_and_Machine_Learning_2017
[2] https://www.youtube.com/watch?v=IJxWoZJAD8k&feature=youtu.be
[1] https://twitter.com/i/web/status/915579056413913089
[1] https://twitter.com/i/web/status/917706853085310976
[1] http://www.who.int/mediacentre/news/releases/2017/increase-childhood-obesity/en/
[1] http://www.thedrive.com/aerial/14970/the-bio-inspired-spidermav-drone-weaves-webs-for-stability

Top URLs in Tweet in G4:
[22] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/newssummary/news_4-10-2017-13-31-11
[22] https://twitter.com/imperialcollege/status/918046400218353664
[7] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/newssummary/news_6-10-2017-15-55-51
[6] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/newssummary/news_29-9-2017-14-13-33
[6] https://twitter.com/i/web/status/917880185210441734
[4] http://bit.ly/2xjhwch
[4] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/newssummary/news_6-10-2017-15-55-51?utm_medium=email
[3] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/newssummary/news_25-9-2017-11-44-12
[2] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/newssummary/news_28-9-2017-9-53-14
[2] https://twitter.com/i/web/status/913795309310025736

Top URLs in Tweet in G5:
[15] http://www.who.int/mediacentre/news/releases/2017/increase-childhood-obesity/en/
[1] https://twitter.com/i/web/status/918073031938932737
[1] https://twitter.com/i/web/status/918238011795615745
[1] https://twitter.com/i/web/status/918233745861197824
[1] https://twitter.com/i/web/status/918083961221296128
[1] https://twitter.com/i/web/status/917881090966134784
[1] https://twitter.com/i/web/status/918075903070146560
[1] https://twitter.com/i/web/status/918225894237282304
[1] https://twitter.com/i/web/status/918076293039583233
[1] https://twitter.com/i/web/status/918077686215467008

Top URLs in Tweet in G6:
[23] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/newssummary/news_4-10-2017-13-31-11
[11] http://bit.ly/2gc1nug
[5] http://bit.ly/2kmVb7o
[5] https://buff.ly/2ximAbC
[3] http://bit.ly/2y1Zfz1
[3] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/engineering/datascienceinstitute/newssummary/news_22-8-2017-11-17-28
[2] http://ow.ly/BTv830fEQ8C
[2] http://www.databoxproject.uk.convey.pro/l/mpeJ9q0
[2] http://bit.ly/2xjI5ZT
[1] https://twitter.com/i/web/status/917673405461291008

Top URLs in Tweet in G7:
[164] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/newssummary/news_4-10-2017-13-31-11

Top URLs in Tweet in G8:
[7] https://www.drakefoundation.org/media-centre/a-biomarker-study-of-head-injury-in-rugby-update-oct-2017/
[2] https://www.eventbrite.co.uk/e/uk-life-sciences-reception-tickets-37424859763
[2] http://bit.ly/2klH2aJ
[1] https://twitter.com/i/web/status/914855350523834369
[1] https://twitter.com/i/web/status/918242310290153472
[1] https://twitter.com/thememo/status/918144737907019777
[1] https://twitter.com/i/web/status/915553145538957312
[1] https://www.gov.uk/government/news/business-secretary-announces-founding-partners-of-65-million-battery-technology-research-institute?platform=hootsuite
[1] https://twitter.com/i/web/status/918038678236225537
[1] https://twitter.com/i/web/status/912942478050947072

Top URLs in Tweet in G9:
[2] https://twitter.com/graemetr/status/913291338061361153
[1] https://twitter.com/i/web/status/917780046667972608
[1] https://twitter.com/i/web/status/915879486268301312
[1] https://twitter.com/i/web/status/918125533258379264
[1] http://www.imperial.ac.uk/equality/support-for-staff/training/impact/
[1] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/medicine/newssummary/news_4-10-2017-16-18-26
[1] https://twitter.com/equalityinhe/status/915888604555161600
[1] http://occamstypewriter.org/scurry/2017/10/03/why-i-dont-share-elseviers-vision-of-the-transition-to-open-access/
[1] https://twitter.com/stephen_curry/status/915540899488321536
[1] https://twitter.com/i/web/status/915832047406665728

Top URLs in Tweet in G10:
[2] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/engineering/civilengineering/lorsystemscentre/eventssummary/event_12-9-2017-17-52-1?hootPostID=e125e073601b09a529b159b38df94c2e
[1] https://twitter.com/i/web/status/916208008027426816
[1] https://twitter.com/i/web/status/917820759908737024
[1] https://twitter.com/i/web/status/917788835207172096
[1] https://www.workingfamilies.org.uk/news/britains-most-family-friendly-workplaces-unveiled/?platform=hootsuite
[1] http://www3.imperial.ac.uk/newsandeventspggrp/imperialcollege/engineering/civilengineering/lorsystemscentre/eventssummary/event_12-9-2017-17-52-1
[1] https://twitter.com/i/web/status/913747751535546369

Top Domains
Top Domains in Tweet in Entire Graph:
[861] who.int
[852] ac.uk
[846] twitter.com
[116] ow.ly
[81] bit.ly
[34] buff.ly
[22] co.uk
[19] ift.tt
[15] mailchi.mp
[12] lnkd.in

Top Domains in Tweet in G1:
[842] who.int
[167] twitter.com
[67] ac.uk
[28] ow.ly
[12] buff.ly
[9] elsevierhealth.com
[9] bit.ly
[8] co.uk
[4] trib.al
[4] youtube.com

Top Domains in Tweet in G2:
[247] twitter.com
[179] ac.uk
[58] ow.ly
[12] bit.ly
[8] co.uk
[6] goo.gl
[4] qzzr.com
[4] lnkd.in
[3] scalablebusinessawards.com
[2] storify.com

Top Domains in Tweet in G3:
[217] ac.uk
[11] bit.ly
[4] ow.ly
[2] thalesians.com
[2] youtube.com
[2] twitter.com
[1] who.int
[1] thedrive.com
[1] buff.ly

Top Domains in Tweet in G4:
[87] ac.uk
[79] twitter.com
[20] bit.ly
[14] buff.ly
[13] ift.tt
[12] ow.ly
[6] fb.me
[6] paper.li
[5] lnkd.in
[4] dlvr.it

Top Domains in Tweet in G5:
[140] twitter.com
[15] who.int
[1] worldobesity.org
[1] forbes.com

Top Domains in Tweet in G6:
[34] ac.uk
[22] bit.ly
[18] twitter.com
[5] buff.ly
[2] ow.ly
[2] convey.pro
[1] databoxproject.uk

Top Domains in Tweet in G7:
[164] ac.uk

Top Domains in Tweet in G8:
[17] twitter.com
[7] drakefoundation.org
[3] bit.ly
[2] co.uk
[1] gov.uk
[1] grapheneentrepreneur.com

Top Domains in Tweet in G9:
[9] twitter.com
[2] ac.uk
[1] occamstypewriter.org

Top Domains in Tweet in G10:
[4] twitter.com
[3] ac.uk
[1] org.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1166] obesity
[559] machinelearning
[507] ai
[414] ml
[246] tech
[236] artificialintelligence
[215] iot
[171] iiot
[170] dl
[166] onthisday



Top Hashtags in Tweet in G1:
[1113] obesity
[122] onthisday
[16] impfringe
[16] machinelearning
[14] ai
[13] london
[10] adalovelaceday
[10] als
[10] openday
[9] womeninstem

Top Hashtags in Tweet in G2:
[69] malaria
[41] onthisday
[26] ai
[26] impfringe
[22] stem
[16] ourimperial
[16] adalovelaceday
[15] ehealth
[15] batteries
[14] storify

Top Hashtags in Tweet in G3:
[230] ai
[229] machinelearning
[220] tech
[219] ml
[9] healthtech
[7] artificialintelligence
[4] datascience
[4] opensource
[3] systemsthinking
[3] fintech

Top Hashtags in Tweet in G4:
[25] machinelearning
[22] ai
[18] artificialintelligence
[10] imperialcollege
[9] ml
[8] obesity
[4] news
[4] tech
[4] outsourcing
[4] ip

Top Hashtags in Tweet in G5:
[24] obesity
[1] anorexiaday
[1] worldobesityday

Top Hashtags in Tweet in G6:
[98] machinelearning
[42] iot
[40] ai
[38] privacy
[32] artificialintelligence
[15] tech
[13] ml
[12] mlic
[11] fintech
[10] deeplearning

Top Hashtags in Tweet in G7:
[164] machinelearning
[164] artificialintelligence
[164] iot
[164] iiot
[164] ai
[164] ml
[164] dl
[24] bigdata
[5] deeplearning

Top Hashtags in Tweet in G8:
[8] biojapan
[4] tokyo
[3] sageandthymetraining
[2] faradaybattery
[1] goodstart
[1] aiminghigh
[1] ispib
[1] japan
[1] scienceiscool
[1] justkidding

Top Hashtags in Tweet in G9:
[5] oa
[1] acs
[1] akala
[1] imperialcollege
[1] london
[1] quantumphotonics

Top Words
Top Words in Tweet in Entire Graph:
[2166] Words in Sentiment List#1: Positive
[524] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[77353] Non-categorized Words
[80043] Total Words
[3587] imperialcollege
[1490] obesity
[1377] new
[1320] childhood
[1305] increase

Top Words in Tweet in G1:
[1931] imperialcollege
[1390] obesity
[1251] childhood
[1238] increase
[1233] decades
[1231] tenfold
[1229] adolescent
[1222] four
[1180] study
[1151] new

Top Words in Tweet in G2:
[821] imperialcollege
[130] new
[118] imperial
[107] students
[99] launch
[98] https
[92] imperialmed
[90] today
[84] join
[83] excellence

Top Words in Tweet in G3:
[239] ai
[232] driving
[232] force
[230] learning
[229] machinelearning
[229] machine
[227] artificial
[227] intelligence
[220] tech
[219] deeplearn007

Top Words in Tweet in G4:
[77] driving
[74] force
[63] learning
[58] artificial
[58] intelligence
[57] machine
[36] imperial
[26] ai
[25] machinelearning
[24] imperialcollege

Top Words in Tweet in G5:
[193] imperialcollege
[169] whowpro
[169] whosearo
[169] whoemro
[169] whoafro
[169] who_europe
[169] pahowho
[90] thelancet
[79] drtedros
[72] imperialmed

Top Words in Tweet in G6:
[100] imperialcollege
[98] machinelearning
[56] learning
[49] machine
[47] driving
[47] force
[43] ai
[42] iot
[38] mpd37
[38] 2

Top Words in Tweet in G7:
[164] machinelearning
[164] research
[164] driving
[164] force
[164] artificialintelligence
[164] iot
[164] iiot
[164] ai
[164] ml
[164] dl

Top Words in Tweet in G8:
[50] imperialcollege
[25] the_nhsa
[24] ucl
[23] medcityhq
[15] biojapanexpo
[15] 11
[15] https
[14] t
[13] 10
[13] 水

Top Words in Tweet in G9:
[36] imperialcollege
[30] royalsociety
[11] senior
[11] teaching
[11] fellow
[11] mark
[11] richards
[11] chemistry
[11] lessons
[11] fun

Top Words in Tweet in G10:
[11] imperialcollege
[8] lsenews
[7] top
[6] system
[6] level
[6] innovation
[6] construction
[6] prof
[6] levitt
[5] harvard

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1303] increase,childhood
[1295] childhood,adolescent
[1295] adolescent,obesity
[1294] tenfold,increase
[1285] obesity,four
[1285] four,decades
[1137] new,imperialcollege
[1133] imperialcollege,study
[1129] study,tenfold
[855] decades,world

Top Word Pairs in Tweet in G1:
[1237] increase,childhood
[1229] tenfold,increase
[1228] childhood,adolescent
[1228] adolescent,obesity
[1221] four,decades
[1220] obesity,four
[1100] imperialcollege,study
[1098] new,imperialcollege
[1098] study,tenfold
[836] decades,world

Top Word Pairs in Tweet in G2:
[70] network,excellence
[58] launch,imperialcollege
[46] imperialcollege,malaria
[46] malaria,network
[42] today,launch
[41] imperialcollege,onthisday
[39] find,out
[35] incident,exhibition
[34] health,ai
[33] live,tweeting

Top Word Pairs in Tweet in G3:
[232] driving,force
[229] machine,learning
[227] force,artificial
[227] artificial,intelligence
[221] learning,driving
[219] ai,machinelearning
[219] ml,tech
[215] intelligence,ai
[211] deeplearn007,machine
[210] machinelearning,ml

Top Word Pairs in Tweet in G4:
[74] driving,force
[58] artificial,intelligence
[57] machine,learning
[55] force,artificial
[47] learning,driving
[23] imperial,college
[17] force,artificialintelligence
[16] college,london
[16] intelligence,imperial
[14] machinelearning,driving

Top Word Pairs in Tweet in G5:
[164] whoemro,whoafro
[160] whowpro,whosearo
[160] whosearo,whoemro
[139] who_europe,pahowho
[136] whoafro,who_europe
[65] imperialcollege,whowpro
[65] pahowho,drtedros
[58] imperialcollege,imperialmed
[53] pahowho,thelancet
[50] thelancet,imperialcollege

Top Word Pairs in Tweet in G6:
[49] machine,learning
[47] driving,force
[38] 2,postdoc
[38] postdoc,posts
[38] posts,privacy
[38] privacy,machinelearning
[38] machinelearning,iot
[38] iot,databoxproject
[38] databoxproject,imperialcollege
[36] imperialcollege,imperialde

Top Word Pairs in Tweet in G7:
[164] machinelearning,research
[164] research,driving
[164] driving,force
[164] force,artificialintelligence
[164] artificialintelligence,iot
[164] iot,iiot
[164] iiot,ai
[164] ai,ml
[164] ml,dl
[98] dl,bigdat

Top Word Pairs in Tweet in G8:
[17] the_nhsa,imperialcollege
[15] medcityhq,the_nhsa
[14] https,t
[13] 10,11
[13] 11,水
[13] 水,に開幕する
[13] に開幕する,biojapanexpo
[13] biojapanexpo,再生医療
[13] 再生医療,創薬支援関連を中心に英国から約30の企業
[13] 創薬支援関連を中心に英国から約30の企業,団体が出展予定

Top Word Pairs in Tweet in G9:
[11] senior,teaching
[11] teaching,fellow
[11] fellow,imperialcollege
[11] imperialcollege,mark
[11] mark,richards
[11] richards,chemistry
[11] chemistry,lessons
[11] lessons,fun
[11] fun,thought
[11] thought,provoking

Top Word Pairs in Tweet in G10:
[6] system,level
[6] level,innovation
[6] innovation,construction
[5] addressing,barriers
[5] barriers,system
[5] construction,prof
[5] prof,ray
[5] ray,levitt
[5] levitt,4th
[5] 4th,oct

Top Replied-To
Top Replied-To in Entire Graph:
@who
@imperialcollege
@pilot_beacon
@cnbnp
@usha_app
@jolietjake55
@jesswade
@mberboucha
@nickkwek
@bluebananna

Top Replied-To in G1:
@imperialcollege
@usha_app
@thevaluesvoter
@ole_b_peters
@who
@nerdsoup
@shsgreensilver
@petcheyacademy
@meredth24
@polkadotskirts

Top Replied-To in G2:
@imperialcollege
@mberboucha
@jesswade
@vocalnerd
@iamadamau
@okmatar
@sansbranflakes
@sandrine9210
@ukdri
@mrjamesromero

Top Replied-To in G3:
@bilokon

Top Replied-To in G4:

Top Replied-To in G5:
@who
@pilot_beacon
@cnbnp
@jolietjake55
@growthefuckup66
@peterajtaylor
@shellkryan
@annafbeswick
@ameri_canna
@labibalmosawy

Top Replied-To in G6:
@shakir_za
@mpd37
@celltypist
@imperialcollege
@infolawcentre
@sebnowozin
@imperialbioeng
@realhamed

Top Replied-To in G8:
@blackpoolwhite
@df_concussion
@hubbleberry
@drfilomeno

Top Replied-To in G9:
@sebuitendijk
@akalamusic

Top Replied-To in G10:
@phil_baty
@digitalbim
@jenniferkwhyte

Top Mentioned
Top Mentioned in Entire Graph:
@imperialcollege
@who
@deeplearn007
@whowpro
@whosearo
@whoemro
@whoafro
@who_europe
@pahowho
@imperialmed

Top Mentioned in G1:
@imperialcollege
@who
@cftrust
@imperialsaudi
@ulf_ekelund
@sust4in
@boeing
@foodcities
@debellerochelab
@heads_together

Top Mentioned in G2:
@imperialcollege
@imperialmed
@imperial_ighi
@demishassabis
@imperialchemeng
@alicegast
@icunion
@imperialphysics
@imperialspark
@energyfuturesic

Top Mentioned in G3:
@deeplearn007
@imperialcollege
@thalesians
@bilokon
@hansb001
@spirosmargaris
@cignexuk
@saeedamenfx
@who
@thedrive

Top Mentioned in G4:

Top Mentioned in G5:
@imperialcollege
@whowpro
@whosearo
@whoemro
@whoafro
@who_europe
@pahowho
@who
@thelancet
@un

Top Mentioned in G6:
@imperialcollege
@databoxproject
@imperialde
@realhamed
@mpd37
@imperialdsi
@iccomputing
@shakir_za
@faisallab
@markgirolami

Top Mentioned in G7:
@manjeetrege
@iotrecruiting
@yarmolukdan
@sachinlulla
@vertiai

Top Mentioned in G8:
@imperialcollege
@the_nhsa
@medcityhq
@ucl
@biojapanexpo
@ukinjapan
@cambridge_uni
@df_concussion
@linkj20160324

Top Mentioned in G9:
@imperialcollege
@royalsociety
@zitamartins
@stephen_curry
@oaimperial
@scipublab
@imper
@akala
@ic_acs
@kemibioeng

Top Mentioned in G10:
@imperialcollege
@lsenews
@harvard
@csei_imperial
@uniofsuffolk
@jenniferkwhyte
@stanford
@athena_swan
@eth
@uchicago

Top Tweeters
Top Tweeters in Entire Graph:
@dannyshooknews
@arkangelscrap
@paoloigna1
@nosqldigest
@british_airways
@roomeezon
@nilimajumder
@startuprealtime
@moonbootica
@yahyaalireal

Top Tweeters in G1:
@paoloigna1
@moonbootica
@zeinobia
@chrisbrey1
@rjber15
@factsvsopinion
@narboroughl
@drayeshanaveed
@dejavousagain
@ghofmar

Top Tweeters in G2:
@dannyshooknews
@edgametec
@bot_innovation
@lobaoeletrico
@skynews
@reuters
@misslauramarcus
@magicdmw
@insidestat
@marconavarrolor

Top Tweeters in G3:
@arkangelscrap
@startuprealtime
@almalah1411
@calcaware
@ele9061
@gvalan
@hal_9000_ai
@sleimanskaf
@danmihalache007
@jacobussystems

Top Tweeters in G4:
@yahyaalireal
@msdtechnews
@ferragamodurag
@andysugs
@sierralashae
@hephaestus7
@ctolist
@fitnessdiva2014
@thecareerjobs
@timcohn

Top Tweeters in G5:
@nilimajumder
@annafbeswick
@forbes
@musclebrain101
@bprophetable
@bodhibrian
@alienhumanqueen
@un
@ladyveteran23
@saudimoh

Top Tweeters in G6:
@nosqldigest
@alevergara78
@clairebotai
@ottlegalrebels
@shobz
@trippbraden
@iotimelab
@homeaiinfo
@shakamunyi
@utarsystems

Top Tweeters in G7:
@carterjamss
@wanderermegan
@ariane_wilson
@alexia_lavoie
@searlemorris
@rosaliewilson99
@judypurvis76
@bennatureaddict
@susanbogg
@drgregjones

Top Tweeters in G8:
@tsrockfield
@tojoabehitlaso1
@arukimak
@saracens
@edinburgh
@marimohelo
@arm
@hubbleberry
@warwickuni
@blackpoolwhite

Top Tweeters in G9:
@gallimaufrey777
@growlycub
@detectivelily
@dbkell
@stephen_curry
@psychscientists
@qureettoptweets
@schweizermag
@davidpriceucl
@akalamusic

Top Tweeters in G10:
@ft
@timeshighered
@harvard
@ciribini
@princeton
@mcgillu
@penn
@phil_baty
@stanford
@barnetsouthgate