NodeXL, Twitter, 6/20/2019 5:17:05 AM, 200546


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NodeXL_2019-06-19_19-53-34.xlsx
NodeXL_2019-06-19_19-53-34.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 20, 2019
Short Description:
NodeXL via NodeXL http://bit.ly/2RoZ8oV
@nodexl
@vivianfrancos
@statmaven
@smr_foundation
@chidambara09
@docassar
@marc_smith
@thomas_harrer
@nodexl_mktng
@digitalspacelab

Top hashtags:
#ai
#iot
#bigdata
#ibm
#icwsm2019
#nodexl
#machinelearning
#phdchat
#blockchain

Description:
Description
The graph represents a network of 1,601 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, 20 June 2019 at 02:53 UTC.

The requested start date was Tuesday, 18 June 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, 22-hour, 14-minute period from Tuesday, 04 June 2019 at 00:08 UTC to Monday, 17 June 2019 at 22:22 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 : 1601
Unique Edges : 4399
Edges With Duplicates : 3465
Total Edges : 7864
Number of Edge Types : 3
Mentions : 7681
Tweet : 56
Replies to : 127
Self-Loops : 56
Reciprocated Vertex Pair Ratio : 0.0680190930787589
Reciprocated Edge Ratio : 0.127374301675978
Connected Components : 34
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 1518
Maximum Edges in a Connected Component : 7781
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.022857
Graph Density : 0.00209634603372892
Modularity : 0.411389
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199548
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199691
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198978
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199811
[16] https://www.eventbrite.com/e/social-media-digital-humanities-social-network-analysis-using-nodexl-tickets-59532362900
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=176481
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198269
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199906
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199723
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181095

Top URLs in Tweet in G1:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199906
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199595
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200194
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199304
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199958
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199786
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198864
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199921
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200279
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=148459

Top URLs in Tweet in G2:
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199548
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199691
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=176481
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181543
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193479
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181095
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=169392
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199689
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199735
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197152

Top URLs in Tweet in G3:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198978
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199201
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199822
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198923
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198927
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199824
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199355
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199474
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199144
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199811

Top URLs in Tweet in G4:
[13] https://www.eventbrite.com/e/social-media-digital-humanities-social-network-analysis-using-nodexl-tickets-59532362900
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199688
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199937
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200272
[3] https://www.emeraldinsight.com/doi/abs/10.1108/OIR-03-2018-0093
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199786
[3] https://twitter.com/was3210/status/1138367774235987969
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200073
[2] https://link.springer.com/article/10.1007%2Fs00038-018-1192-5
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199177

Top URLs in Tweet in G5:
[8] https://vivianfrancos.com/nodexl-multitudes-polarizadas-y-sus-conversaciones-en-twitter/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200065
[4] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198887
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199380
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199624
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200060
[2] http://vivianfrancos.com/triunfapyme-estrategias-para-que-tu-pyme-triunfe/
[2] http://vivianfrancos.com/a-la-espera-del-dsmvalencia-comparto-metricas-dsm18-dsm2018/
[2] https://vivianfrancos.com/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199691

Top URLs in Tweet in G6:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198269
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199940
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199882
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197435
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198269#headerTopVertices
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199893
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198929
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199474
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199355
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199793

Top URLs in Tweet in G7:
[1] https://twitter.com/nodexl/status/1137390636305248257
[1] https://twitter.com/nodexl/status/1137389701193592833
[1] https://twitter.com/CITAMS_ASA/status/1138885897884250112

Top URLs in Tweet in G9:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199811
[1] https://wakelet.com/wake/1a844e91-c92a-4a07-81b9-c5f9e5675d5f

Top URLs in Tweet in G10:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199897
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199536
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199941
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200052
[1] https://twitter.com/k_ramali/status/1138991904396324864

Top URLs in Tweet in G11:
[3] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197955
[1] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198780

Top Domains
Top Domains in Tweet in Entire Graph:
[725] nodexlgraphgallery.org
[37] twitter.com
[16] eventbrite.com
[15] vivianfrancos.com
[6] pewinternet.org
[5] emeraldinsight.com
[5] springer.com
[2] ebay.com
[1] bloguers.net
[1] triab.top

Top Domains in Tweet in G1:
[132] nodexlgraphgallery.org
[10] twitter.com
[4] pewinternet.org
[1] facebook.com
[1] eventbrite.com
[1] umd.edu
[1] arxiv.org
[1] smrfoundation.org
[1] emeraldinsight.com
[1] triab.top

Top Domains in Tweet in G2:
[277] nodexlgraphgallery.org
[1] eventbrite.com
[1] tweetedtimes.com

Top Domains in Tweet in G3:
[98] nodexlgraphgallery.org
[4] twitter.com
[1] youtube.com
[1] pewinternet.org

Top Domains in Tweet in G4:
[37] nodexlgraphgallery.org
[13] eventbrite.com
[6] twitter.com
[5] springer.com
[3] emeraldinsight.com
[1] icwsm.org
[1] sagepub.com

Top Domains in Tweet in G5:
[55] nodexlgraphgallery.org
[15] vivianfrancos.com
[1] pewinternet.org
[1] eventbrite.com
[1] twitter.com
[1] emeraldinsight.com
[1] bloguers.net

Top Domains in Tweet in G6:
[37] nodexlgraphgallery.org

Top Domains in Tweet in G7:
[3] twitter.com

Top Domains in Tweet in G9:
[12] nodexlgraphgallery.org
[1] wakelet.com

Top Domains in Tweet in G10:
[8] nodexlgraphgallery.org
[1] twitter.com

Top Domains in Tweet in G11:
[4] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[194] ai
[158] iot
[95] bigdata
[74] ibm
[69] icwsm2019
[66] nodexl
[66] machinelearning
[62] phdchat
[59] blockchain
[57] socialmedia



Top Hashtags in Tweet in G1:
[34] ai
[29] normalbirth19
[20] icwsm2019
[18] blockchain
[15] esnchat
[14] fintech
[14] banking
[12] phdchat
[12] salesforce
[11] socialmedia

Top Hashtags in Tweet in G2:
[125] ai
[95] iot
[80] bigdata
[66] ibm
[49] machinelearning
[37] cloudcomputing
[36] blockchain
[33] wsj
[33] cnbc
[32] fintech

Top Hashtags in Tweet in G3:
[16] hrtech
[14] ai
[10] ohug2019
[10] tech
[8] iot
[7] csodconf19
[7] hr
[6] innovation
[6] robotics
[6] futureofwork

Top Hashtags in Tweet in G4:
[43] phdchat
[39] icwsm2019
[21] icwsm
[17] socialmedia
[11] sheffield
[9] bcko19
[6] nodexl
[6] sna
[5] munich
[5] bcbn19

Top Hashtags in Tweet in G5:
[19] marketingdigital
[16] nodexl
[10] twitter
[10] seohashtag
[9] hashtag
[9] triunfapyme
[7] sob19
[6] seo
[6] marketing
[6] mergedfutures

Top Hashtags in Tweet in G6:
[15] ciso
[12] cdo
[10] cio
[10] cto
[8] ceo
[8] influencers
[7] ai
[7] digital
[7] digitaltransformation
[7] business

Top Hashtags in Tweet in G7:
[34] iot
[12] networkanalytics
[1] iota
[1] iotastrong

Top Hashtags in Tweet in G9:
[12] shrm19
[2] wakelet
[1] nextchat
[1] myworkculture

Top Hashtags in Tweet in G10:
[12] rightscon
[4] rightscon2019
[4] humanrights
[3] sudan
[3] keepiton
[3] iamthesudanrevolution
[2] tunis
[1] internetshutdowns
[1] discotech

Top Hashtags in Tweet in G11:
[6] bjsconnect
[5] nodexl
[2] foamed
[2] foamrad
[2] meded
[2] twitonomy
[1] some4surgery
[1] networkscience

Top Words
Top Words in Tweet in Entire Graph:
[768] Words in Sentiment List#1: Positive
[72] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[21888] Non-categorized Words
[22728] Total Words
[1298] nodexl
[407] top
[333] mikequindazzi
[239] hashtags
[199] thomas_harrer

Top Words in Tweet in G1:
[223] nodexl
[86] top
[67] hashtags
[34] sagefemmesb
[34] #ai
[30] marc_smith
[29] #normalbirth19
[23] normalbirthconf
[21] was3210
[20] #icwsm2019

Top Words in Tweet in G2:
[520] nodexl
[296] mikequindazzi
[166] thomas_harrer
[143] top
[139] ronald_vanloon
[125] #ai
[98] stephanenappo
[96] spirosmargaris
[94] #iot
[87] chidambara09

Top Words in Tweet in G3:
[139] nodexl
[41] top
[39] hashtags
[33] martinhoyes
[28] smr_foundation
[23] pbalakrishnarao
[22] hrdigitalbe
[18] hrcurator
[16] thanks
[16] #hrtech

Top Words in Tweet in G4:
[113] nodexl
[68] social
[64] was3210
[46] media
[43] #phdchat
[43] digitalspacelab
[39] #icwsm2019
[38] analysis
[35] using
[35] network

Top Words in Tweet in G5:
[96] nodexl
[40] vivianfrancos
[26] top
[20] hashtags
[19] #marketingdigital
[18] hashtag
[16] #nodexl
[15] scottturneruon
[14] mapa
[13] thomas_harrer

Top Words in Tweet in G6:
[51] nodexl
[27] corix_jc
[25] top
[23] hashtags
[22] gt
[17] smr_foundation
[16] docassar
[15] #ciso
[13] 10
[12] #cdo

Top Words in Tweet in G7:
[34] tangleblog
[34] think
[34] penetrated
[34] market
[34] pretty
[34] damn
[34] well
[34] worldwide
[34] #6
[34] top

Top Words in Tweet in G9:
[26] nodexl
[14] shrmkaylor
[12] #shrm19
[12] shrm
[12] sbrownehr
[12] meghanmbiro
[12] akwyz
[12] leadingedgehr
[12] martinhoyes
[12] shrm_c

Top Words in Tweet in G10:
[15] nodexl
[13] rightscon
[12] #rightscon
[12] accessnow
[12] apc_news
[11] netblocks
[10] martinmavenjina
[10] eff
[8] article19org
[7] top

Top Words in Tweet in G11:
[6] #bjsconnect
[5] gmacscotland
[5] #nodexl
[5] analysis
[5] tweetchat
[4] researchactive
[4] reif_thais
[3] gianlucapellino
[3] debby_keller
[3] columbiacrs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[224] top,hashtags
[66] nodexl,mikequindazzi
[58] social,media
[56] #ai,#iot
[50] top,influencers
[48] using,nodexl
[47] spirosmargaris,thomas_harrer
[43] hashtags,#ai
[42] thomas_harrer,ipfconline1
[40] nodexl,nodexl

Top Word Pairs in Tweet in G1:
[67] top,hashtags
[23] #normalbirth19,nodexl
[21] nodexl,normalbirthconf
[21] normalbirthconf,sagefemmesb
[13] sagefemmesb,humanisingbirth
[13] humanisingbirth,susancrowthermw
[10] sagefemmesb,#normalbirth19
[10] erich13,nodexl
[9] #icwsm2019,#icwsm
[9] #icwsm,#phdchat

Top Word Pairs in Tweet in G2:
[63] top,hashtags
[60] nodexl,mikequindazzi
[47] #ai,#iot
[43] spirosmargaris,thomas_harrer
[40] thomas_harrer,ipfconline1
[36] mikequindazzi,ronald_vanloon
[36] hashtags,#ai
[34] mikequindazzi,nodexl
[33] t,h
[33] h,n

Top Word Pairs in Tweet in G3:
[39] top,hashtags
[21] hrdigitalbe,pbalakrishnarao
[14] pbalakrishnarao,_hrtechnologist
[13] nodexl,hrdigitalbe
[12] _hrtechnologist,baski_la
[10] nodexl,nodexl
[10] baski_la,harbrimah
[9] hrtech,nodexl
[8] thanks,nodexl
[8] nodexl,#hrtech

Top Word Pairs in Tweet in G4:
[44] social,media
[34] using,nodexl
[21] learn,analyse
[20] network,analysis
[19] social,network
[18] academic,research
[18] twitter,data
[17] media,become
[17] important,study
[17] study,learn

Top Word Pairs in Tweet in G5:
[18] top,hashtags
[12] mapa,hashtag
[11] #marketingdigital,nodexl
[10] hashtag,#marketingdigital
[10] #nodexl,multitudes
[10] multitudes,polarizadas
[10] polarizadas,sus
[10] sus,conversaciones
[10] conversaciones,#twitter
[9] sonafpro,seohashtag

Top Word Pairs in Tweet in G6:
[17] top,hashtags
[10] #ciso,nodexl
[10] strike_ready,sectest9
[9] nodexl,strike_ready
[9] sectest9,cybersec_feeds
[9] cybersec_feeds,corix_jc
[9] corix_jc,cybersecuritysf
[9] gt,gt
[9] many,thanks
[8] _magali_noe,pepetapia44

Top Word Pairs in Tweet in G7:
[34] think,penetrated
[34] penetrated,market
[34] market,pretty
[34] pretty,damn
[34] damn,well
[34] well,worldwide
[34] worldwide,#6
[34] #6,top
[34] top,influencers
[34] influencers,hashtag

Top Word Pairs in Tweet in G9:
[12] nodexl,#shrm19
[12] #shrm19,nodexl
[12] nodexl,shrm
[12] shrm,sbrownehr
[12] sbrownehr,meghanmbiro
[12] meghanmbiro,akwyz
[12] akwyz,shrmkaylor
[12] shrmkaylor,leadingedgehr
[12] leadingedgehr,martinhoyes
[12] martinhoyes,shrm_c

Top Word Pairs in Tweet in G10:
[12] rightscon,accessnow
[12] accessnow,apc_news
[10] apc_news,martinmavenjina
[10] martinmavenjina,eff
[10] nodexl,rightscon
[7] eff,netblocks
[6] article19org,sunil_abraham
[5] #rightscon,nodexl
[5] netblocks,article19org
[5] sunil_abraham,commissionerhr

Top Word Pairs in Tweet in G11:
[5] #bjsconnect,tweetchat
[4] researchactive,reif_thais
[3] reif_thais,gianlucapellino
[3] gianlucapellino,debby_keller
[3] debby_keller,columbiacrs
[3] columbiacrs,columbiadoctors
[3] columbiadoctors,columbiasurgery
[3] #nodexl,analysis
[3] analysis,#bjsconnect
[2] columbiasurgery,fascrs_updates

Top Replied-To
Top Replied-To in Entire Graph:
@nodexl
@bigdata_joe
@angelhealthtech
@was3210
@thomas_harrer
@worldtrendsinfo
@claire_harris82
@marc_smith
@hudson_chatbots
@harmanjit

Top Replied-To in G1:
@nodexl
@marshawright
@marc_smith
@erich13
@cyril_louis
@rachelannyes
@magnusrode
@mihkal
@professorf
@hudson_chatbots

Top Replied-To in G2:
@bigdata_joe
@angelhealthtech
@thomas_harrer
@worldtrendsinfo
@claire_harris82
@nodexl
@docassar
@machine_ml
@hudson_chatbots
@jackcoleman219

Top Replied-To in G3:
@nodexl
@kashafali96
@ndevreede
@hrcurator
@nodexl_mktng
@sandyhubbard
@docassar
@snjaved99

Top Replied-To in G4:
@was3210
@harmanjit
@emmanueldabophd
@united
@unosml

Top Replied-To in G5:
@vivianfrancos

Top Replied-To in G6:
@asco
@corix_jc

Top Replied-To in G7:
@nodexl
@riiajarvenpaa
@gephi

Top Replied-To in G9:
@julieandersonhr
@shrmkaylor

Top Replied-To in G10:
@nodexl

Top Replied-To in G11:
@researchactive

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@mikequindazzi
@ronald_vanloon
@thomas_harrer
@chidambara09
@spirosmargaris
@was3210
@santchiweb
@ipfconline1
@smr_foundation

Top Mentioned in G1:
@nodexl
@marc_smith
@sagefemmesb
@normalbirthconf
@was3210
@mikequindazzi
@humanisingbirth
@jenistevenss2s
@santchiweb
@evankirstel

Top Mentioned in G2:
@nodexl
@mikequindazzi
@ronald_vanloon
@thomas_harrer
@spirosmargaris
@chidambara09
@ipfconline1
@santchiweb
@stephanenappo
@topcybernews

Top Mentioned in G3:
@nodexl
@smr_foundation
@martinhoyes
@pbalakrishnarao
@hrdigitalbe
@hrcurator
@_hrtechnologist
@baski_la
@harbrimah
@nodexl_mktng

Top Mentioned in G4:
@nodexl
@was3210
@digitalspacelab
@icwsm
@gvrkiran
@jurgenpfeffer
@fbenevenuto
@gareth_tyson
@sof14g1l
@d_eiti

Top Mentioned in G5:
@nodexl
@vivianfrancos
@scottturneruon
@thomas_harrer
@sonafpro
@seohashtag
@vanecaballeros
@leikoleo
@impulsaeventos
@mikequindazzi

Top Mentioned in G6:
@corix_jc
@nodexl
@smr_foundation
@docassar
@stephanenappo
@strike_ready
@sectest9
@cybersec_feeds
@cybersecuritysf
@chidambara09

Top Mentioned in G7:
@tangleblog
@mihkal
@nodexl
@ronald_vanloon
@sectest9
@mikequindazzi
@iottogether
@cybersec_feeds
@connectory
@newmobilitylab

Top Mentioned in G9:
@nodexl
@shrm
@sbrownehr
@meghanmbiro
@akwyz
@shrmkaylor
@leadingedgehr
@martinhoyes
@marciafrobinson

Top Mentioned in G10:
@rightscon
@accessnow
@apc_news
@netblocks
@martinmavenjina
@eff
@article19org
@nodexl
@sunil_abraham
@k_ramali

Top Mentioned in G11:
@gmacscotland
@reif_thais
@gianlucapellino
@debby_keller
@columbiacrs
@columbiadoctors
@columbiasurgery
@bjsurgery
@rebgross
@fascrs_updates

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@arkangelscrap
@sectest9
@nosqldigest
@united
@evankirstel
@gamergeeknews
@chidambara09
@ottlegalrebels
@smartcityfeed

Top Tweeters in G1:
@marshawright
@eddarrell
@business
@jetcitystar
@jeffbullas
@cathyspartanj
@akwyz
@cnbc
@timothy_hughes
@planespotiscool

Top Tweeters in G2:
@arkangelscrap
@sectest9
@nosqldigest
@evankirstel
@gamergeeknews
@chidambara09
@smartcityfeed
@fintechna
@ramikantari
@calcaware

Top Tweeters in G3:
@ottlegalrebels
@walmart
@amazingchevvolt
@cnn
@nancysuzyq
@zacharyjeans
@nathealings
@hrcurator
@holgermu
@insert_funny

Top Tweeters in G4:
@united
@kraeuterverbena
@vandy_62
@academicchatter
@jeremyhl
@slkeeton
@peterburnsespn
@hiltonsuggests
@somesingsfishy
@snurb_dot_info

Top Tweeters in G5:
@eraser
@valaafshar
@marca
@wordnuvola
@borjagiron
@wired
@google
@charlieisaacs
@bloggersatwork
@billmew

Top Tweeters in G6:
@rwang0
@mlb
@theharyanavi
@eric_kavanagh
@scalarhumanity
@maximilienia
@redsox
@shakeuplearning
@urotoday
@bymaddyness

Top Tweeters in G7:
@barrywellman
@btctools
@edgeiotai
@magickomodo
@accretionist
@jnkka
@asanews
@ponflex
@crptodemps
@riiajarvenpaa

Top Tweeters in G9:
@meghanmbiro
@talentculture
@elmelegey
@axschat
@sbrownehr
@corknowmagazine
@shrm
@marciafrobinson
@empathyceo
@citizencx

Top Tweeters in G10:
@martinmavenjina
@zeynep
@mariannedh
@sunil_abraham
@accessnow
@irajabany
@eff
@apc_news
@soyarepita
@nessringaddah

Top Tweeters in G11:
@juliomayol
@miznaalkhalifa
@mededbot
@gmacscotland
@jama_current
@columbiasurgery
@gianlucapellino
@abbyccim
@bjsurgery
@researchactive