NodeXL, Twitter, 7/18/2019 7:11:21 PM, 203525


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NodeXL_2019-07-17_19-53-34.xlsx
NodeXL_2019-07-17_19-53-34.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 18, 2019
Short Description:
NodeXL via NodeXL http://bit.ly/2NYvOaD
@nodexl
@vivianfrancos
@mihkal
@chidambara09
@marc_smith
@activithink
@smr_foundation
@bigdata_joe
@statmaven
@docassar

Top hashtags:
#iot
#ai
#bigdata
#digitalmarketing
#industry40
#nodexl
#internetofthings
#socialmedia

Description:
Description
The graph represents a network of 1,200 Twitter users whose tweets in the requested range contained "NodeXL", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 18 July 2019 at 02:54 UTC.

The requested start date was Tuesday, 16 July 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, 23-hour, 13-minute period from Tuesday, 02 July 2019 at 00:39 UTC to Monday, 15 July 2019 at 23:52 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 : 1200
Unique Edges : 4071
Edges With Duplicates : 5458
Total Edges : 9529
Number of Edge Types : 3
Mentions : 9260
Tweet : 85
Replies to : 184
Self-Loops : 85
Reciprocated Vertex Pair Ratio : 0.050509083649431
Reciprocated Edge Ratio : 0.0961611554541999
Connected Components : 26
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 1166
Maximum Edges in a Connected Component : 9486
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.962081
Graph Density : 0.00365721434528774
Modularity : 0.319117
NodeXL Version : 1.0.1.416

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[68] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202241
[59] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202410
[58] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201919
[55] https://www.eventbrite.com/e/social-media-digital-humanities-social-network-analysis-using-nodexl-tickets-59532362900
[37] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=147713
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=195825
[26] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180595
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201291
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199691
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199735

Top URLs in Tweet in G1:
[52] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202241
[49] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202410
[34] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=147713
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201919
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=195825
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=178587
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180636
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181543
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202155
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=179056

Top URLs in Tweet in G2:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180595
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201451
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202307
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202203
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202241
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202209
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=178675
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=80898
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=40
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202489

Top URLs in Tweet in G3:
[9] https://vivianfrancos.com/nodexl-multitudes-polarizadas-y-sus-conversaciones-en-twitter/
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202241
[6] https://lnkd.in/gy9DJ_T
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201703
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202741
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200946
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202410
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199691
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202743
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202097

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202937
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202765
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202231
[2] https://www.slideshare.net/mihkal/twittersocioviz-gephimspowerbi
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202779
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203217
[1] https://twitter.com/i/web/status/1148445745542041600
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203025
[1] https://twitter.com/i/web/status/1150292409802285061
[1] https://twitter.com/i/web/status/1147394154948902912

Top URLs in Tweet in G5:
[29] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201919
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201291
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199735
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198155
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199691
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201272
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200853
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=195825
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197391
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202429

Top URLs in Tweet in G6:
[54] https://www.eventbrite.com/e/social-media-digital-humanities-social-network-analysis-using-nodexl-tickets-59532362900
[7] https://blogs.lse.ac.uk/impactofsocialsciences/2019/06/18/using-twitter-as-a-data-source-an-overview-of-social-media-research-tools-2019/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202941
[5] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201982
[4] https://twitter.com/was3210/status/1146400309192908802
[2] https://twitter.com/SocMediaConf/status/1147564223846912000
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=55322
[1] https://www.eventbrite.com/e/social-media-digital-humanities-social-network-analysis-using-nodexl-tickets-59532362900/amp?__twitter_impression=true
[1] https://twitter.com/i/web/status/1147533279488290816
[1] https://twitter.com/i/web/status/1147808439596441600

Top URLs in Tweet in G7:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202437
[4] https://twitter.com/nodexl/status/1148362864190619648
[1] https://twitter.com/i/web/status/1148893939275042816
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202241
[1] https://twitter.com/i/web/status/1148169205482700801
[1] https://twitter.com/i/web/status/1148492993193807872
[1] https://twitter.com/i/web/status/1148480706441601024
[1] https://twitter.com/i/web/status/1148494453839224832
[1] https://twitter.com/i/web/status/1148489733632385026

Top URLs in Tweet in G8:
[2] http://jaconetfli.com/gZ4MAgWj
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202241
[1] http://nodexl.codeplex.com/
[1] https://paper.li/Talent2050/1537913242?read=https%3A%2F%2Fnodexlgraphgallery.org%2FPages%2FGraph.aspx%3FgraphID%3D202209
[1] https://twitter.com/i/web/status/1147700555562795010
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202410
[1] https://twitter.com/i/web/status/1148296549379821568
[1] https://twitter.com/i/web/status/1147702816162689024
[1] http://www.connectedaction.net/shop/
[1] https://twitter.com/i/web/status/1149078159679205389

Top URLs in Tweet in G9:
[1] https://twitter.com/ravikikan/status/1148784935668289536

Top URLs in Tweet in G10:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202639

Top Domains
Top Domains in Tweet in Entire Graph:
[934] nodexlgraphgallery.org
[326] twitter.com
[57] eventbrite.com
[10] ac.uk
[9] vivianfrancos.com
[7] lnkd.in
[4] salbis.es
[4] paper.li
[2] socialmediaandsociety.org
[2] connectedaction.net

Top Domains in Tweet in G1:
[523] nodexlgraphgallery.org
[190] twitter.com
[1] ac.uk
[1] wasteadvantagemag.com
[1] facebook.com

Top Domains in Tweet in G2:
[135] nodexlgraphgallery.org
[34] twitter.com
[2] paper.li
[1] facebook.com
[1] smrfoundation.org
[1] lenovo.com
[1] google.com

Top Domains in Tweet in G3:
[95] nodexlgraphgallery.org
[46] twitter.com
[9] vivianfrancos.com
[7] lnkd.in
[4] salbis.es
[2] socialmediaandsociety.org
[2] ac.uk
[2] bloguers.net
[1] youtube.com
[1] uc3m.es

Top Domains in Tweet in G4:
[19] nodexlgraphgallery.org
[10] twitter.com
[2] slideshare.net
[1] historicaldataninjas.com
[1] smrfoundation.org
[1] connectedaction.net
[1] researchgate.net
[1] harrijalonen.fi

Top Domains in Tweet in G5:
[109] nodexlgraphgallery.org
[12] twitter.com
[1] eventbrite.com

Top Domains in Tweet in G6:
[56] eventbrite.com
[12] nodexlgraphgallery.org
[9] twitter.com
[7] ac.uk

Top Domains in Tweet in G7:
[10] twitter.com
[9] nodexlgraphgallery.org

Top Domains in Tweet in G8:
[7] twitter.com
[4] nodexlgraphgallery.org
[2] paper.li
[2] jaconetfli.com
[1] codeplex.com
[1] connectedaction.net

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

Top Domains in Tweet in G10:
[5] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[176] iot
[164] ai
[162] bigdata
[113] digitalmarketing
[112] industry40
[94] nodexl
[93] internetofthings
[79] socialmedia
[71] datascience
[68] infographics



Top Hashtags in Tweet in G1:
[103] iot
[99] ai
[95] bigdata
[90] industry40
[53] digitalmarketing
[52] cloudcomputing
[43] datascience
[34] internetofthings
[32] machinelearning
[29] ibm

Top Hashtags in Tweet in G2:
[51] iot
[41] bigdata
[32] infographics
[32] internetofthings
[32] digitalmarketing
[20] ai
[16] finserv
[12] digitaltransformation
[7] futureofwork
[6] analytics

Top Hashtags in Tweet in G3:
[63] nodexl
[22] twitter
[22] seohashtag
[20] canariasdigital
[17] ai
[14] futureofwork
[13] ars
[13] meetup
[11] enredando2019
[10] iot

Top Hashtags in Tweet in G4:
[6] kaivoslaki
[3] suomiareena
[2] circulareconomy
[2] halkidiki
[2] arctic
[1] huomisenterveys
[1] opiskelijat
[1] mielenterveys
[1] loma
[1] uupumus

Top Hashtags in Tweet in G5:
[29] thinkatibm
[24] ai
[14] ibmtechu
[12] socialcto
[11] smm
[10] iot
[9] cybersecurity
[9] bigdata
[8] yourmustread
[8] artificialintelligence

Top Hashtags in Tweet in G6:
[64] phdchat
[53] socialmedia
[36] digitalsociety
[30] academictwitter
[30] dataviz
[6] user2019
[6] sna
[5] diabetes
[4] twitter
[3] socialnetworkanalysis

Top Hashtags in Tweet in G7:
[1] deloitte
[1] ai
[1] digitaltransformation
[1] innovation
[1] makeyourimpact
[1] connectwithdeloitte

Top Hashtags in Tweet in G8:
[3] industry40
[2] nodexl
[1] hr
[1] retweet
[1] nieuws
[1] influencers

Top Hashtags in Tweet in G9:
[19] internetofthings
[19] digitalmarketing
[18] leadership
[18] startups
[18] startup
[18] datascience
[17] tech
[13] tips
[12] datascientists
[6] bigdata

Top Hashtags in Tweet in G10:
[8] ournhspeople
[1] nhs
[1] hellomynameis
[1] ournhs
[1] hello
[1] nhs71
[1] nhswomen

Top Words
Top Words in Tweet in Entire Graph:
[478] Words in Sentiment List#1: Positive
[23] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[26473] Non-categorized Words
[26974] Total Words
[1690] nodexl
[643] mikequindazzi
[407] ronald_vanloon
[402] social
[289] top

Top Words in Tweet in G1:
[875] nodexl
[500] mikequindazzi
[302] ronald_vanloon
[239] chidambara09
[162] gp_pulipaka
[159] top
[144] ipfconline1
[134] fisher85m
[127] antgrasso
[118] wef

Top Words in Tweet in G2:
[221] nodexl
[58] mikequindazzi
[54] top
[51] #iot
[41] social
[41] #bigdata
[38] media
[35] 6
[32] types
[32] twitter

Top Words in Tweet in G3:
[203] nodexl
[93] vivianfrancos
[63] #nodexl
[43] marc_smith
[34] mapa
[32] top
[30] enredando2019
[29] nodexl_mktng
[28] smr_foundation
[28] social

Top Words in Tweet in G4:
[60] nodexl
[24] mihkal
[15] jnkka
[13] jattipaa
[13] jalonen
[11] socioviznet
[9] top
[8] ja
[8] jjussila
[7] hashtags

Top Words in Tweet in G5:
[133] nodexl
[129] thomas_harrer
[79] topcybernews
[72] stephanenappo
[58] ronald_vanloon
[43] mikequindazzi
[36] paula_piccard
[35] influencerprom1
[31] themrblueprint
[30] rebekahradice

Top Words in Tweet in G6:
[292] social
[178] media
[128] data
[123] research
[122] learn
[121] analyse
[117] academic
[116] twitter
[115] sheffhallamuni
[109] digital

Top Words in Tweet in G7:
[29] deloitte
[27] nodexl
[20] premnsikka
[18] efgbricklayer
[17] antgrasso
[16] risto_matti
[15] mamkhiwa1
[10] deloittenigeria
[10] business
[7] ogbenidipo

Top Words in Tweet in G8:
[18] nodexl
[4] twitter
[4] sna
[4] map
[4] report
[4] utc
[4] social
[4] ronald_vanloon
[4] 24
[4] 2014

Top Words in Tweet in G9:
[19] #internetofthings
[19] #digitalmarketing
[18] #leadership
[18] #startups
[18] #startup
[18] #datascience
[17] ravikikan
[17] #tech
[13] #tips
[12] #datascientists

Top Words in Tweet in G10:
[8] #ournhspeople
[8] tweets
[8] nodexl
[7] tweeters
[6] retweets
[6] gmacscotland
[5] past
[5] 9
[5] days
[5] featuring

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[273] social,media
[131] nodexl,mikequindazzi
[127] learn,analyse
[127] data,academic
[125] academic,research
[121] twitter,data
[117] media,digital
[112] research,1
[111] analyse,twitter
[106] 1,day

Top Word Pairs in Tweet in G1:
[115] nodexl,mikequindazzi
[83] #industry40,nodexl
[65] ronald_vanloon,wef
[57] ronald_vanloon,antgrasso
[54] digitaltransformation,nodexl
[54] nodexl,pivotcloud
[54] pivotcloud,ronald_vanloon
[53] antgrasso,ipfconline1
[53] wil_bielert,chidambara09
[52] top,10

Top Word Pairs in Tweet in G2:
[38] social,media
[33] nodexl,#iot
[32] 6,types
[32] types,twitter
[32] twitter,social
[32] media,networks
[32] networks,#infographics
[32] #infographics,nodexl
[32] #iot,#internetofthings
[32] #internetofthings,#digitalmarketing

Top Word Pairs in Tweet in G3:
[24] mapa,interacciones
[23] social,media
[21] july,17
[21] vivianfrancos,mapa
[20] #nodexl,multitudes
[20] multitudes,polarizadas
[20] polarizadas,sus
[20] sus,conversaciones
[20] conversaciones,#twitter
[20] interacciones,#canariasdigital

Top Word Pairs in Tweet in G4:
[11] nodexl,jalonen
[10] nodexl,socioviznet
[10] jattipaa,nodexl
[8] mihkal,nodexl
[7] top,hashtags
[7] jnkka,mihkal
[6] jjussila,jnkka
[6] mihkal,jattipaa
[5] jaydeflix,nodexl
[5] #kaivoslaki,nodexl

Top Word Pairs in Tweet in G5:
[43] nodexl,topcybernews
[33] topcybernews,paula_piccard
[30] mikequindazzi,rebekahradice
[30] rebekahradice,tamaramccleary
[30] tamaramccleary,stephanenappo
[30] topcybernews,nodexl
[29] paula_piccard,ronald_vanloon
[28] stephanenappo,marshawright
[26] ronald_vanloon,thomas_harrer
[21] nodexl,thomas_harrer

Top Word Pairs in Tweet in G6:
[178] social,media
[117] learn,analyse
[117] data,academic
[116] academic,research
[111] twitter,data
[109] media,digital
[104] analyse,twitter
[103] research,1
[97] 1,day
[97] workshop,sheffhallamuni

Top Word Pairs in Tweet in G7:
[25] nodexl,deloitte
[15] risto_matti,mamkhiwa1
[12] antgrasso,efgbricklayer
[12] efgbricklayer,risto_matti
[10] mamkhiwa1,deloittenigeria
[10] deloittenigeria,business
[9] deloitte,antgrasso
[8] deloitte,nodexl
[8] deloitte,premnsikka
[8] premnsikka,antgrasso

Top Word Pairs in Tweet in G8:
[4] twitter,nodexl
[4] nodexl,sna
[4] sna,map
[4] map,report
[2] home,nodexl
[2] nodexl,social
[2] social,network
[2] network,analysis
[2] analysis,tool
[2] tool,social

Top Word Pairs in Tweet in G9:
[19] #internetofthings,#digitalmarketing
[18] #startups,#startup
[18] #startup,#internetofthings
[18] #digitalmarketing,#datascience
[17] #datascience,#tech
[13] #leadership,#tips
[12] #tech,#datascientists
[8] ravikikan,#leadership
[8] #tips,first
[8] first,time

Top Word Pairs in Tweet in G10:
[5] past,9
[5] 9,days
[5] days,#ournhspeople
[5] #ournhspeople,tweets
[5] tweets,nodexl
[5] nodexl,featuring
[5] featuring,prerana_issar
[5] prerana_issar,navinaevans
[5] navinaevans,helenbevan
[4] gmacscotland,past

Top Replied-To
Top Replied-To in Entire Graph:
@bigdata_joe
@nodexl
@mihkal
@fmfrancoise
@harry_robots
@worldtrendsinfo
@jjussila
@jaydeflix
@docassar
@confcarepackage

Top Replied-To in G1:
@bigdata_joe
@fmfrancoise
@harry_robots
@worldtrendsinfo
@docassar
@topcybernews
@softnet_search
@pd_mobileapps
@monteagudo_ai
@angelhealthtech

Top Replied-To in G2:
@aylataylor10
@nodexl
@letour
@phil_arceneaux
@hrcurator

Top Replied-To in G3:
@confcarepackage
@leikoleo
@vivianfrancos
@nodexl_mktng
@enredando2019
@smr_foundation
@dubitareinfo
@guirepso

Top Replied-To in G4:
@mihkal
@jaydeflix
@jjussila
@jnkka
@tuija
@karde
@jattipaa
@dpontarlier
@leroyjenkins_fc
@jahapaula

Top Replied-To in G5:
@influencerprom1
@grazytgrazynatt
@nodexl
@themrblueprint
@robindavidman
@angelhealthtech

Top Replied-To in G6:
@was3210
@whoisabishag

Top Replied-To in G7:
@premnsikka
@nodexl
@paulmar52061164
@efgbricklayer

Top Replied-To in G8:
@voetbalshirts16

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@mikequindazzi
@ronald_vanloon
@chidambara09
@ipfconline1
@gp_pulipaka
@antgrasso
@thomas_harrer
@fisher85m
@paula_piccard

Top Mentioned in G1:
@nodexl
@mikequindazzi
@ronald_vanloon
@chidambara09
@gp_pulipaka
@ipfconline1
@fisher85m
@antgrasso
@wef
@santchiweb

Top Mentioned in G2:
@nodexl
@mikequindazzi
@aylataylor10
@corpgovuk
@excellencia_ltd
@santchiweb
@aidindia3
@paula_piccard
@sbmeunier
@interfima

Top Mentioned in G3:
@nodexl
@vivianfrancos
@marc_smith
@smr_foundation
@enredando2019
@huhuzgz
@guirepso
@cdcongreso
@nanagonzalez
@magentaig

Top Mentioned in G4:
@nodexl
@mihkal
@jalonen
@jnkka
@jattipaa
@socioviznet
@svuorikoski
@hsfi
@pekkasauri
@pro_heinavesi

Top Mentioned in G5:
@nodexl
@thomas_harrer
@stephanenappo
@ronald_vanloon
@topcybernews
@mikequindazzi
@paula_piccard
@rebekahradice
@tamaramccleary
@influencerprom1

Top Mentioned in G6:
@sheffhallamuni
@nodexl
@was3210
@sonsocmed
@marc_smith
@juliesquid
@user2019_conf
@rstatstweet
@s_owla
@hadleywickham

Top Mentioned in G7:
@nodexl
@deloitte
@premnsikka
@antgrasso
@efgbricklayer
@risto_matti
@mamkhiwa1
@deloittenigeria
@business
@ogbenidipo

Top Mentioned in G9:
@ravikikan
@nodexl
@mikequindazzi
@antgrasso
@fisher85m
@dxlatest
@claire_harris82
@bigdata_joe
@aylataylor10

Top Mentioned in G10:
@gmacscotland
@prerana_issar
@navinaevans
@helenbevan
@horizonsnhs
@nhsimprovement
@15s30m
@liznyawade1
@drkamillak
@matthancock

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@sectest9
@nosqldigest
@alevergara78
@evankirstel
@gamergeeknews
@chidambara09
@ottlegalrebels
@eraser
@rvp

Top Tweeters in G1:
@sectest9
@nosqldigest
@alevergara78
@evankirstel
@chidambara09
@game_devbot
@calcaware
@biconnections
@valaafshar
@akwyz

Top Tweeters in G2:
@fintechna
@infopronetwork
@trippbraden
@caring_mobile
@marklar1968
@muzaffar1969
@rosannafreedom1
@sapienist
@rickking16
@hrcurator

Top Tweeters in G3:
@pymesunidases
@nytimes
@wallacegeorge7
@zelda_clips
@ssxman2
@dpl_news
@hola
@erodrigo
@sagefemmesb
@ignacio_conejo

Top Tweeters in G4:
@timofnewbury
@soalmila
@koippari61
@jaydeflix
@jrvinen_j
@johannakukka
@greekanalyst
@jwspry
@ruptly
@srbnews0

Top Tweeters in G5:
@marshawright
@gamergeeknews
@walmart
@ramikantari
@marshacollier
@themrblueprint
@robindavidman
@kuriharan
@rldi_lamy
@rjlayalawilt

Top Tweeters in G6:
@academicchatter
@mdrechsler
@subatomicdoc
@amltaylor66
@rstatstweet
@jimmyroybloom
@melanielybarger
@jhengstler
@hadleywickham
@evaanyon

Top Tweeters in G7:
@business
@ogbenidipo
@efgbricklayer
@dinisguarda
@reecapie
@squaire67_d
@risto_matti
@_dipikar
@julia04352962
@deloitte

Top Tweeters in G8:
@freshsalis
@bettycjung
@mohdkhan_0786
@claudiomkd
@ywanvanloon
@voetbalshirts16
@predictabledata
@talent2050
@richkidfashion1
@aa

Top Tweeters in G9:
@pilotspeaker
@danielscarvalho
@ravikikan
@command_wp
@parkeslois
@thedevinakaur
@navymooon
@dxlatest
@dreamappsinc
@zodiac78

Top Tweeters in G10:
@gmacscotland
@horizonsnhs
@helenbevan
@nhs_healthedeng
@matthancock
@liznyawade1
@lizsargeant
@nhsimprovement
@navinaevans
@15s30m