NodeXL, Twitter, 8/27/2019 3:07:13 AM, 207856


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NodeXL_2019-08-26_19-56-20.xlsx
NodeXL_2019-08-26_19-56-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 27, 2019
Short Description:
NodeXL via NodeXL http://bit.ly/2ZlfzKf
@nodexl
@mihkal
@vivianfrancos
@chidambara09
@smr_foundation
@scottturneruon
@marc_smith
@docassar
@connectedaction
@santchiweb

Top hashtags:
#ai
#nodexl
#bigdata
#iot
#finserv
#retailtech
#privacy
#ciso
#ml
#aiio

Description:
Description
The graph represents a network of 1,382 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 Tuesday, 27 August 2019 at 02:56 UTC.

The requested start date was Tuesday, 27 August 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, 21-hour, 25-minute period from Tuesday, 13 August 2019 at 00:24 UTC to Monday, 26 August 2019 at 21:50 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 : 1382
Unique Edges : 4061
Edges With Duplicates : 3468
Total Edges : 7529
Number of Edge Types : 3
Mentions : 7330
Tweet : 67
Replies to : 132
Self-Loops : 67
Reciprocated Vertex Pair Ratio : 0.0559425796917881
Reciprocated Edge Ratio : 0.105957616953219
Connected Components : 37
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 1273
Maximum Edges in a Connected Component : 7385
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.057526
Graph Density : 0.00262084879452483
Modularity : 0.43131
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[42] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206466
[31] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207429
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207224
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205732
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206647
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206468
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207694
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207614
[17] https://www.youtube.com/watch?v=nYnpkhou1-o

[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206126

Top URLs in Tweet in G1:
[29] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207429
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207694
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207224
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206126
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207807
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206555
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207684
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183028
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207346
[6] https://twitter.com/nodexl/status/1102635849047465984

Top URLs in Tweet in G2:
[9] https://www.linkedin.com/pulse/some-analyysi%C3%A4-helposti-ja-edullisesti-nodexl-case-mika-laiti/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206619
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206674
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206596
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206839
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206667
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203624
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207055
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207501
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207711

Top URLs in Tweet in G3:
[38] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206466
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206647
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206468
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205732
[16] https://www.youtube.com/watch?v=nYnpkhou1-o

[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207464
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207224
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207512
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207714
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207694

Top URLs in Tweet in G4:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206836
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206923
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200311
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206512
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194643
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199490
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199811
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197706
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199865
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=187027

Top URLs in Tweet in G5:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207244
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207328
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207610
[1] https://twitter.com/i/web/status/1161761150758838272
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207458
[1] https://twitter.com/i/web/status/1164018638938169346
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207614
[1] https://thefutureofnews.info/2019/07/jeffrey-epstein-coverage/

Top URLs in Tweet in G6:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207489
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207481
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207477
[1] https://twitter.com/i/web/status/1162016539639472128
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207612
[1] https://twitter.com/i/web/status/1165227326738718720
[1] https://twitter.com/i/web/status/1164405574026457088
[1] https://twitter.com/i/web/status/1164127436730068992
[1] https://twitter.com/i/web/status/1164130157415653377
[1] https://twitter.com/i/web/status/1164194930731806720

Top URLs in Tweet in G7:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207516
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207335
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207524
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=176313
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207515
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207424
[1] https://twitter.com/i/web/status/1164471234299609089
[1] https://twitter.com/i/web/status/1066726718679982081
[1] https://twitter.com/i/web/status/1164529238059474944
[1] https://twitter.com/i/web/status/1164472418225786880

Top URLs in Tweet in G8:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206791
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207143
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206788
[1] https://twitter.com/i/web/status/1161760352972861440
[1] https://twitter.com/i/web/status/1161753211595718656
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206678

Top URLs in Tweet in G9:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207522

Top URLs in Tweet in G10:
[7] https://time.com/5650360/artificial-intelligence-health-care/
[5] https://www.weathernationtv.com/news/using-artificial-intelligence-to-better-predict-severe-weather/
[4] https://www.axios.com/looking-to-ai-to-understand-how-we-learn-bc42c9f5-f81a-4e0a-8214-50ea7164a321.html
[4] https://www.forbes.com/sites/cognitiveworld/2019/08/18/bmws-increasing-investment-in-ai-insights-from-an-interview-with-sam-huang-of-bmw-iventures/#7067e06d35e4
[3] https://www.marketwatch.com/story/the-rise-of-artificial-intelligence-comes-with-rising-needs-for-power-2019-08-21?mod=technology
[3] http://www.bbc.com/future/story/20190812-how-ai-powered-predictive-text-affects-your-brain
[1] https://www.scmp.com/tech/science-research/article/3022098/policing-picking-clothes-experts-say-artificial-intelligence
[1] http://fintechnews.sg/33099/blockchain/adb-blockchain-funding-startups/

Top Domains
Top Domains in Tweet in Entire Graph:
[657] nodexlgraphgallery.org
[239] twitter.com
[18] youtube.com
[11] linkedin.com
[10] paper.li
[7] axios.com
[7] time.com
[5] forbes.com
[5] weathernationtv.com
[4] connectedaction.net

Top Domains in Tweet in G1:
[229] nodexlgraphgallery.org
[81] twitter.com
[3] eventbrite.com
[1] axios.com
[1] forbes.com
[1] bit.ly
[1] connectedaction.net
[1] ac.uk

Top Domains in Tweet in G2:
[54] nodexlgraphgallery.org
[20] twitter.com
[11] linkedin.com
[1] nodexl.com
[1] smrfoundation.org

Top Domains in Tweet in G3:
[189] nodexlgraphgallery.org
[47] twitter.com
[16] youtube.com
[3] vivianfrancos.com
[3] bloguers.net
[1] axios.com
[1] connectedaction.net
[1] marketwatch.com

Top Domains in Tweet in G4:
[62] nodexlgraphgallery.org
[30] twitter.com
[2] youtube.com
[2] paper.li
[1] connectedaction.net
[1] canarias-digital.com

Top Domains in Tweet in G5:
[14] nodexlgraphgallery.org
[2] twitter.com
[1] thefutureofnews.info

Top Domains in Tweet in G6:
[12] nodexlgraphgallery.org
[12] twitter.com

Top Domains in Tweet in G7:
[18] nodexlgraphgallery.org
[4] twitter.com

Top Domains in Tweet in G8:
[7] nodexlgraphgallery.org
[2] twitter.com

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

Top Domains in Tweet in G10:
[7] time.com
[5] weathernationtv.com
[4] axios.com
[4] forbes.com
[3] marketwatch.com
[3] bbc.com
[1] scmp.com
[1] fintechnews.sg

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[138] ai
[104] nodexl
[88] bigdata
[82] iot
[55] finserv
[48] retailtech
[47] privacy
[45] ciso
[43] ml
[39] aiio



Top Hashtags in Tweet in G1:
[51] ai
[46] retailtech
[35] bigdata
[32] iot
[28] finserv
[22] influencermarketing
[18] innovation
[16] tech
[16] megatrends
[14] fintech

Top Hashtags in Tweet in G2:
[6] brexit
[6] tid2019
[5] mmiw
[5] helsinki
[3] wales
[3] scotland
[3] ireland
[3] oulu
[3] tubecon
[2] sote

Top Hashtags in Tweet in G3:
[72] nodexl
[39] ciso
[27] redessociales
[23] ibm
[18] ai
[15] finserv
[15] aom2019
[14] cybersecurity
[14] chip
[14] canariasdigital

Top Hashtags in Tweet in G4:
[19] influencers
[11] socialmedia
[8] iot
[8] brexit
[8] digitalmarketing
[8] asr19
[7] bigdata
[7] ai
[7] nodexl
[6] finserv

Top Hashtags in Tweet in G5:
[44] privacy
[9] gdpr
[6] data
[2] dataprotection
[2] cybersecurity
[2] dataprivacy
[2] ccpa
[2] infosec
[2] security
[2] esports

Top Hashtags in Tweet in G6:
[10] esccongress
[10] some
[10] cardiovascular
[8] cardiotwitter
[3] nodexl
[3] scicar19
[2] brexit
[1] gamescom2019
[1] cyberpunk2077
[1] rtxon

Top Hashtags in Tweet in G7:
[6] lthechat
[3] ai
[3] blockchain
[3] machinelearning
[1] edtech
[1] altc
[1] socmedhe
[1] highered
[1] moocs
[1] universaldesignforlearning

Top Hashtags in Tweet in G8:
[4] aejmc19
[2] berkshirehathaway
[2] aejmc2019
[1] realestate
[1] homesforsale
[1] listing
[1] nd
[1] news
[1] fargo
[1] business

Top Hashtags in Tweet in G9:
[1] climateaction

Top Hashtags in Tweet in G10:
[51] ai
[34] aiio
[34] bigdata
[34] ml
[34] nlu
[34] iot
[6] blockchain

Top Words
Top Words in Tweet in Entire Graph:
[409] Words in Sentiment List#1: Positive
[28] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[18877] Non-categorized Words
[19314] Total Words
[1309] nodexl
[221] top
[173] topcybernews
[153] mikequindazzi
[138] #ai

Top Words in Tweet in G1:
[482] nodexl
[98] chidambara09
[88] gp_pulipaka
[88] ronald_vanloon
[81] kirkdborne
[68] grazytgrazynatt
[67] mikequindazzi
[67] top
[66] social
[55] media

Top Words in Tweet in G2:
[62] nodexl
[27] mihkal
[14] tedtalks
[14] top
[12] tedx
[9] hashtags
[7] youtube
[7] data
[6] lollydaskal
[6] celoxis

Top Words in Tweet in G3:
[337] nodexl
[128] topcybernews
[89] stephanenappo
[79] thomas_harrer
[72] #nodexl
[67] vivianfrancos
[55] congosto
[54] mvollmer1
[41] mikequindazzi
[39] #ciso

Top Words in Tweet in G4:
[146] nodexl
[55] top
[20] hashtags
[20] meet
[19] #influencers
[19] 10
[19] more
[18] ronald_vanloon
[18] social
[18] analysis

Top Words in Tweet in G5:
[57] nodexl
[49] santchiweb
[49] gdpr25thmay18
[49] iconews
[49] sectest9
[49] maxschrems
[49] filosottile
[45] top
[44] #privacy
[43] gdprai

Top Words in Tweet in G6:
[49] nodexl
[37] escardio
[32] anastasiasmihai
[27] harris_1961
[27] debbemccall
[27] hswapnil
[18] bcostellomd
[17] atunuguntla1
[16] barbara_casadei
[13] erinmichos

Top Words in Tweet in G7:
[20] nodexl
[16] scottturneruon
[10] succeedat8
[8] atstepniak
[6] diginorthampton
[6] wandamccormick
[6] #lthechat
[5] lawrie
[5] suebecks
[4] graph

Top Words in Tweet in G8:
[10] nodexl
[8] unosml
[5] smandpbot
[4] #aejmc19
[4] tweets
[4] aejmc
[3] charliebilello
[3] 2minstockadvice
[3] cnbc
[3] cnnbrk

Top Words in Tweet in G9:
[13] sninobecerra
[13] mcitlfraphorism
[13] sindi584
[13] martinschmierer
[13] donaldtusk
[13] dlatitudes
[13] pedrobriegerok
[13] howardstern
[13] aoc
[13] bonniebaehr

Top Words in Tweet in G10:
[51] #ai
[34] #aiio
[34] #bigdata
[34] #ml
[34] #nlu
[34] #iot
[28] cc
[26] terence_mills
[18] mikequindazzi
[14] moz

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[92] top,hashtags
[86] social,media
[77] taking,place
[76] nodexl,gp_pulipaka
[76] nodexl,build
[76] build,research
[76] research,collaborations
[72] analysis,nodexl
[60] datascientist,nodexl
[59] media,analysis

Top Word Pairs in Tweet in G1:
[65] nodexl,gp_pulipaka
[55] social,media
[53] datascientist,nodexl
[47] taking,place
[47] nodexl,build
[47] build,research
[47] research,collaborations
[45] marshacollier,billquiseng
[42] analysis,nodexl
[38] learn,social

Top Word Pairs in Tweet in G2:
[9] top,hashtags
[6] tedx,nodexl
[6] nodexl,tedx
[6] tedx,lollydaskal
[6] lollydaskal,celoxis
[6] celoxis,tedxbarnawa
[6] tedxbarnawa,youtube
[6] youtube,cstewartshs
[6] cstewartshs,tedtalks
[5] ilo169,cerd

Top Word Pairs in Tweet in G3:
[54] stephanenappo,topcybernews
[39] nodexl,stephanenappo
[38] topcybernews,thomas_harrer
[37] nodexl,mvollmer1
[28] entrevista,ma
[28] ma,luz
[28] luz,congosto
[28] congosto,especialista
[27] congosto,congosto
[27] especialista,#redessociales

Top Word Pairs in Tweet in G4:
[18] nodexl,read
[18] read,more
[18] top,10
[16] top,hashtags
[16] ronald_vanloon,meet
[16] meet,top
[16] top,#influencers
[16] #influencers,top
[16] 10,vertices
[16] vertices,ranked

Top Word Pairs in Tweet in G5:
[49] nodexl,santchiweb
[49] santchiweb,gdpr25thmay18
[49] gdpr25thmay18,iconews
[49] iconews,sectest9
[49] sectest9,maxschrems
[49] maxschrems,filosottile
[43] filosottile,gdprai
[42] top,#privacy
[42] #privacy,influencers
[42] influencers,nodexl

Top Word Pairs in Tweet in G6:
[29] nodexl,escardio
[27] harris_1961,debbemccall
[27] debbemccall,hswapnil
[17] bcostellomd,nodexl
[15] hswapnil,atunuguntla1
[15] atunuguntla1,bcostellomd
[15] escardio,barbara_casadei
[10] preparing,manuscript
[10] manuscript,#some
[10] #some,#cardiovascular

Top Word Pairs in Tweet in G7:
[5] scottturneruon,succeedat8
[4] graph,atstepniak
[4] atstepniak,nodexl
[4] nodexl,atstepniak
[4] atstepniak,scottturneruon
[4] succeedat8,wandamccormick
[4] #lthechat,nodexl
[4] nodexl,advancehe_chat
[4] advancehe_chat,suebecks
[4] suebecks,dompates

Top Word Pairs in Tweet in G8:
[5] unosml,nodexl
[4] tweets,unosml
[4] nodexl,aejmc
[4] aejmc,smandpbot
[3] nodexl,charliebilello
[3] charliebilello,2minstockadvice
[3] 2minstockadvice,cnbc
[3] cnbc,cnnbrk
[3] cnnbrk,marketwatch
[3] marketwatch,cnnbusiness

Top Word Pairs in Tweet in G9:
[13] sninobecerra,mcitlfraphorism
[13] mcitlfraphorism,sindi584
[13] sindi584,martinschmierer
[13] martinschmierer,donaldtusk
[13] donaldtusk,dlatitudes
[13] dlatitudes,pedrobriegerok
[13] pedrobriegerok,howardstern
[13] howardstern,aoc
[11] aoc,planetary_sec
[11] planetary_sec,wwfcolombia

Top Word Pairs in Tweet in G10:
[34] #aiio,#bigdata
[34] #bigdata,#ml
[34] #ml,#nlu
[34] #nlu,#iot
[30] #ai,#aiio
[28] #iot,cc
[18] cc,mikequindazzi
[14] mikequindazzi,moz
[8] moz,nealschaffer
[8] nealschaffer,nigelwalsh

Top Replied-To
Top Replied-To in Entire Graph:
@nodexl
@sninobecerra
@thomas_harrer
@anastasiasmihai
@docassar
@nodexl_mktng
@connectedaction
@grazytgrazynatt
@mihkal
@profarmani

Top Replied-To in G1:
@thomas_harrer
@docassar
@nodexl
@nodexl_mktng
@connectedaction
@grazytgrazynatt
@andrewincontact
@bigdatabatman
@fmfrancoise
@smr_foundation

Top Replied-To in G2:
@nodexl
@3r1ng
@suvijohansson
@oulunkaupunki
@helsinki
@tubeconindustry
@turkukaupunki
@stm_uutiset
@norwichcityfc
@iiponenriitta

Top Replied-To in G3:
@nodexl
@thomas_harrer
@imhealthy_2015
@fogle_shane
@topcybernews
@matthieulscl
@ravikikan

Top Replied-To in G4:
@nodexl
@suebecks
@lindahk
@profstevek
@marc_smith
@seanmeddington
@nextnonprofits
@mihkal
@deb_kumar_c
@worldtrendsinfo

Top Replied-To in G5:
@jeremyhl

Top Replied-To in G6:
@anastasiasmihai
@erinmichos
@atunuguntla1
@nodexl
@cneytkocas

Top Replied-To in G7:
@chri5rowell
@wastereader

Top Replied-To in G8:
@nodexl
@unosml

Top Replied-To in G9:
@sninobecerra

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@chidambara09
@mikequindazzi
@ronald_vanloon
@topcybernews
@santchiweb
@gp_pulipaka
@sectest9
@kirkdborne
@thomas_harrer

Top Mentioned in G1:
@nodexl
@chidambara09
@gp_pulipaka
@ronald_vanloon
@kirkdborne
@grazytgrazynatt
@mikequindazzi
@santchiweb
@forbes
@marshacollier

Top Mentioned in G2:
@mihkal
@tedtalks
@youtube
@tedx
@lollydaskal
@celoxis
@tedxbarnawa
@cstewartshs
@nooraverronen
@gephi

Top Mentioned in G3:
@nodexl
@topcybernews
@thomas_harrer
@stephanenappo
@mvollmer1
@vivianfrancos
@wynandbooysen
@paula_piccard
@mikequindazzi
@sectest9

Top Mentioned in G4:
@nodexl
@ronald_vanloon
@mikequindazzi
@sonicux
@marc_smith
@martinhoyes
@mihkal
@was3210
@sonsocmed
@santchiweb

Top Mentioned in G5:
@nodexl
@santchiweb
@gdpr25thmay18
@iconews
@sectest9
@maxschrems
@filosottile
@gdprai
@mikefeibus
@luk

Top Mentioned in G6:
@escardio
@nodexl
@harris_1961
@debbemccall
@hswapnil
@anastasiasmihai
@bcostellomd
@atunuguntla1
@barbara_casadei
@mmamas1973

Top Mentioned in G7:
@scottturneruon
@succeedat8
@wandamccormick
@lawrie
@suebecks
@atstepniak
@advancehe_chat
@dompates
@a_l_t
@profsallybrown

Top Mentioned in G8:
@nodexl
@unosml
@smandpbot
@aejmc
@charliebilello
@2minstockadvice
@cnbc
@cnnbrk
@marketwatch
@cnnbusiness

Top Mentioned in G9:
@mcitlfraphorism
@sindi584
@martinschmierer
@donaldtusk
@dlatitudes
@pedrobriegerok
@howardstern
@aoc
@bonniebaehr
@gretathunberg

Top Mentioned in G10:
@terence_mills
@mikequindazzi
@moz
@nealschaffer
@nigelwalsh
@nodexl
@pbouillaud
@patrickgunz_ch
@ne

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@arkangelscrap
@sectest9
@nosqldigest
@vivacoid
@sgh_rts
@isthisab0t
@teshawnedmonds
@gamergeeknews
@evankirstel

Top Tweeters in G1:
@arkangelscrap
@nosqldigest
@evankirstel
@chidambara09
@kotaknaren
@walmart
@fintechna
@santchiweb
@marshacollier
@jeffbullas

Top Tweeters in G2:
@isthisab0t
@teshawnedmonds
@williamhill
@lollydaskal
@washingtonpost
@bbcworld
@ambrowoll
@klayoven
@scmpnews
@lunaperla

Top Tweeters in G3:
@sectest9
@vivacoid
@gamergeeknews
@lovetogive2
@economictimes
@entwistletx
@henrymp_
@ssxman2
@pib_india
@openmarketingtv

Top Tweeters in G4:
@marshawright
@cherrymischivus
@akwyz
@inc
@meghanmbiro
@whysharksmatter
@bernardo_pirola
@ianmcalvert
@jean_no
@hrcurator

Top Tweeters in G5:
@eddyrogerparker
@maggienyt
@jeremyhl
@liucdp2006nyc
@sir_bradford
@ccooke6685
@gdpr25thmay18
@sethabramson
@realdonaldtrump
@fca_hq

Top Tweeters in G6:
@natricer
@saludhealthinfo
@famitsu
@hragy
@wordfinga
@aymanka
@heartotxheartmd
@drmarthagulati
@anastasiasmihai
@rafavidalperez

Top Tweeters in G7:
@scalarhumanity
@scottturneruon
@johnco
@dompates
@lawrie
@profsallybrown
@nomadwarmachine
@a_l_t
@northantshouruk
@halamansour

Top Tweeters in G8:
@sufiy
@cnbc
@wsj
@marketwatch
@financialtimes
@tressiemcphd
@cnnbusiness
@jeremylittau
@cnnbrk
@xiscan1

Top Tweeters in G9:
@un
@sindi584
@mcitlfraphorism
@bonniebaehr
@sninobecerra
@unenvironment
@unfccc
@diurpagissa
@pedrobriegerok
@leofassb

Top Tweeters in G10:
@nealschaffer
@pbouillaud
@nigelwalsh
@moz
@terence_mills
@digitalretweet
@iotmore
@newtechtwin
@shaunstahl_
@dare2digitize