NodeXL, Twitter, 1/4/2020 7:09:08 PM, 219790


FAQ | Problem?

NodeXL_2020-01-04_10-54-05.xlsx
NodeXL_2020-01-04_10-54-05.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 04, 2020
Short Description:
NodeXL via NodeXL http://bit.ly/2Fh92DY
@nodexl
@mihkal
@vivianfrancos
@mikequindazzi
@chidambara09
@jeremyhl
@fmfrancoise
@statmaven
@jackcoleman219
@activithink

Top hashtags:
#ai
#iot
#bigdata
#nodexl
#tech
#ces2020
#megatrends
#finserv
#technology
#deeplearning

Description:
Description
The graph represents a network of 819 Twitter users whose recent tweets contained "NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 04 January 2020 at 18:55 UTC.

The tweets in the network were tweeted over the 8-day, 1-hour, 38-minute period from Friday, 27 December 2019 at 17:03 UTC to Saturday, 04 January 2020 at 18:42 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 : 819
Unique Edges : 3637
Edges With Duplicates : 3694
Total Edges : 7331
Number of Edge Types : 5
MentionsInRetweet : 5049
Mentions : 1987
Replies to : 127
Retweet : 93
Tweet : 75
Self-Loops : 77
Reciprocated Vertex Pair Ratio : 0.0222610213880402
Reciprocated Edge Ratio : 0.0435525192143467
Connected Components : 19
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 778
Maximum Edges in a Connected Component : 7279
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.001947
Graph Density : 0.00699165002343486
Modularity : 0.312942
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 819 Twitter users whose recent tweets contained "NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 04 January 2020 at 18:55 UTC.

The tweets in the network were tweeted over the 8-day, 1-hour, 38-minute period from Friday, 27 December 2019 at 17:03 UTC to Saturday, 04 January 2020 at 18:42 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 : TwitterSearch
Graph Term : NodeXL
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:
[49] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219736
[37] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219392
[30] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218604
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214757
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212846
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218643
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219733
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218994
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219723
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=178049

Top URLs in Tweet in G1:
[45] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219736
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219733
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218643
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219392
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214757
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219723
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217416
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219672
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217627
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213243

Top URLs in Tweet in G2:
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218604
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212846
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=178049
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201919
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219392
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214757
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=97459
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213195
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218957
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190880

Top URLs in Tweet in G3:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218994
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=109901
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219723
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206131
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=216476
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219127
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219392
[1] https://www.quantamagazine.org/barbara-liskov-is-the-architect-of-modern-algorithms-20191120/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219768
[1] https://enterprisersproject.com/article/2019/12/ai-trends-watch-2020

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218598
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219629
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219633
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219630
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219637

Top URLs in Tweet in G5:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219752
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219752#headerTopMentioned
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219752#headerTopTweeters
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219749

Top URLs in Tweet in G6:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219392
[7] https://enterprisersproject.com/article/2019/12/ai-trends-watch-2020
[5] https://www.ksby.com/news/how-ai-came-to-rule-our-lives-over-the-last-decade
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190880
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201919
[1] https://www.eurekalert.org/pub_releases/2019-12/mali-hch121919.php
[1] https://www.marketwatch.com/story/tech-innovation-is-changing-the-world-and-this-fund-manager-has-big-bets-on-how-its-going-to-work-2019-12-11
[1] https://www.cnbc.com/2019/10/23/google-quantum-computing-supremacy-claim-disputed-by-ibm.html

Top URLs in Tweet in G7:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=178624
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=188397
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214757
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=147713
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=215047
[1] https://twitter.com/Social_Molly
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208019
[1] https://www.cnbc.com/2019/10/23/google-quantum-computing-supremacy-claim-disputed-by-ibm.html
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219392
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=165004

Top URLs in Tweet in G8:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219642
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219652
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219643

Top URLs in Tweet in G9:
[1] https://www.smrfoundation.org/?na=v&nk=10464-d1f08e73e8&id=85

Top URLs in Tweet in G10:
[2] https://newtothenorthface.com/
[1] https://newuggboots.com/model-c-1/

Top Domains
Top Domains in Tweet in Entire Graph:
[487] nodexlgraphgallery.org
[26] vivianfrancos.com
[11] twitter.com
[9] smrfoundation.org
[8] enterprisersproject.com
[7] wordpress.com
[6] ksby.com
[3] cnbc.com
[3] youtube.com
[2] marketwatch.com

Top Domains in Tweet in G1:
[239] nodexlgraphgallery.org
[24] vivianfrancos.com
[8] twitter.com
[4] smrfoundation.org
[2] youtube.com
[1] cnbc.com
[1] com.pa
[1] infonomics-society.org
[1] blogspot.com
[1] shareaholic.com

Top Domains in Tweet in G2:
[130] nodexlgraphgallery.org
[1] marketwatch.com
[1] newscientist.com
[1] twitter.com
[1] smrfoundation.org
[1] clickbank.net
[1] ksby.com

Top Domains in Tweet in G3:
[45] nodexlgraphgallery.org
[1] quantamagazine.org
[1] enterprisersproject.com

Top Domains in Tweet in G4:
[6] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[8] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[11] nodexlgraphgallery.org
[7] enterprisersproject.com
[5] ksby.com
[1] eurekalert.org
[1] marketwatch.com
[1] cnbc.com

Top Domains in Tweet in G7:
[22] nodexlgraphgallery.org
[1] twitter.com
[1] cnbc.com

Top Domains in Tweet in G8:
[4] nodexlgraphgallery.org

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

Top Domains in Tweet in G10:
[2] newtothenorthface.com
[1] newuggboots.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[183] ai
[133] iot
[104] bigdata
[85] nodexl
[78] tech
[68] ces2020
[57] megatrends
[51] finserv
[51] technology
[47] deeplearning



Top Hashtags in Tweet in G1:
[62] ces2020
[53] nodexl
[44] ai
[43] megatrends
[37] architectingthefuture
[36] iot
[27] futureofwork
[23] seohashtag
[20] vr
[19] redessociales

Top Hashtags in Tweet in G2:
[57] tech
[56] bigdata
[54] ai
[46] technology
[42] business
[37] telecom
[33] iot
[24] deeplearning
[19] artificialintelligence
[19] digitaltransformation

Top Hashtags in Tweet in G3:
[30] ai
[26] iot
[26] finserv
[19] bigdata
[16] cloudcomputing
[12] digitalmarketing
[10] deeplearning
[10] artificialintelligence
[10] healthcare
[9] digital

Top Hashtags in Tweet in G4:
[2] climate
[2] redistricting
[2] indigenous
[2] arctic
[1] energy
[1] renewable
[1] denmark
[1] maalittaminen
[1] politiikka
[1] noname

Top Hashtags in Tweet in G5:
[10] altaestrategia
[4] tendencias2020
[3] nodexl
[2] hashtag
[2] marketing
[2] influencermarketing
[1] felizanonuevo2020
[1] seohashtag
[1] ventas
[1] socialmedia

Top Hashtags in Tweet in G6:
[27] ai
[19] iot
[17] aiio
[17] bigdata
[17] ml
[17] nlu
[7] digitaltransformation
[5] influencer
[5] marketing
[5] innovation

Top Hashtags in Tweet in G7:
[17] ai
[12] iot
[6] bigdata
[5] corpgov
[4] retailtech
[4] artificialintelligence
[3] machinelearning
[3] futureofwork
[3] tech
[3] startups

Top Hashtags in Tweet in G8:
[2] theweeklynyt
[2] gallagher
[2] theweekly
[2] eddiegallagher
[2] hulu
[2] edwardgallagher
[2] warcrimes
[1] bluewave2020
[1] bluewave
[1] resistance

Top Hashtags in Tweet in G9:
[17] powerbi

Top Words
Top Words in Tweet in Entire Graph:
[907] Words in Sentiment List#1: Positive
[57] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[21986] Non-categorized Words
[22950] Total Words
[936] nodexl
[546] mikequindazzi
[533] #ai
[522] top
[458] hashtags

Top Words in Tweet in G1:
[347] nodexl
[254] top
[243] #ai
[238] hashtags
[214] #iot
[167] mikequindazzi
[140] ronald_vanloon
[139] mvollmer1
[108] evankirstel
[107] haroldsinnott

Top Words in Tweet in G2:
[264] nodexl
[212] mikequindazzi
[149] top
[147] #ai
[121] hashtags
[104] #iot
[82] #bigdata
[79] ronald_vanloon
[76] #tech
[62] ipfconline1

Top Words in Tweet in G3:
[149] nodexl
[89] mikequindazzi
[68] #ai
[61] antgrasso
[61] #iot
[48] docassar
[44] chidambara09
[44] #bigdata
[40] top
[39] hashtags

Top Words in Tweet in G4:
[15] nodexl
[11] gretathunberg
[9] sninobecerra
[9] mcitlfraphorism
[9] sindi584
[9] martinschmierer
[9] donaldtusk
[9] dlatitudes
[9] pedrobriegerok
[9] howardstern

Top Words in Tweet in G5:
[20] nodexl
[14] vivianfrancos
[14] hedwigkudo
[12] activithink
[11] nodexl_mktng
[11] #altaestrategia
[10] altaestrategia
[10] fernandodeleone
[10] vanecaballeros
[9] smr_foundation

Top Words in Tweet in G6:
[36] #ai
[35] nodexl
[29] mikequindazzi
[28] #iot
[17] #aiio
[17] #bigdata
[17] #ml
[17] #nlu
[17] moz
[17] nealschaffer

Top Words in Tweet in G7:
[33] nodexl
[30] top
[29] mikequindazzi
[28] #ai
[25] hashtags
[22] #iot
[15] ronald_vanloon
[11] #bigdata
[10] antgrasso
[10] evankirstel

Top Words in Tweet in G8:
[4] nodexl
[4] top
[4] hashtags
[4] theweekly
[3] realdonaldtrump
[2] hulu
[2] fxnetworks
[2] nytimes
[2] thetnholler
[2] debbie53b

Top Words in Tweet in G9:
[17] fan
[17] social
[17] network
[17] analysis
[17] tool
[17] nodexl
[17] long
[17] time
[17] coming
[17] #powerbi

Top Words in Tweet in G10:
[3] 85
[3] amlewis45
[3] miketempleman1
[3] nodexl
[3] jmitchl2
[3] totalsportsfun
[3] glbattery
[3] chaossalon
[3] morgankalima
[3] scheezawesome

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[456] top,hashtags
[245] #ai,#iot
[161] nodexl,mikequindazzi
[80] network,analysis
[77] #iot,#robotics
[73] #tech,#5g
[66] hashtags,#ai
[62] #iot,#machinelearning
[62] nodexl,nodexl
[60] haroldsinnott,wef

Top Word Pairs in Tweet in G1:
[237] top,hashtags
[108] #ai,#iot
[78] nodexl,mikequindazzi
[61] #tech,#5g
[60] #iot,#robotics
[51] #ces2020,nodexl
[50] nodexl,ces
[50] hashtags,#ces2020
[46] valaafshar,fmfrancoise
[46] fmfrancoise,samsung

Top Word Pairs in Tweet in G2:
[120] top,hashtags
[65] #ai,#iot
[51] #tech,#technology
[51] #it,cc
[49] nodexl,williamstim
[46] danielnewmanuv,samighazali
[46] samighazali,nodexl
[42] nodexl,mikequindazzi
[42] mikequindazzi,#bigdata
[39] 7wdata,danielnewmanuv

Top Word Pairs in Tweet in G3:
[47] #ai,#iot
[39] top,hashtags
[30] #bigdata,#ai
[26] nodexl,mikequindazzi
[22] nodexl,nodexl
[19] antgrasso,fisher85m
[18] haroldsinnott,wef
[17] docassar,nodexl
[16] grattongirl,grattonboy
[16] gp_pulipaka,mikequindazzi

Top Word Pairs in Tweet in G4:
[9] sninobecerra,mcitlfraphorism
[9] mcitlfraphorism,sindi584
[9] sindi584,martinschmierer
[9] martinschmierer,donaldtusk
[9] donaldtusk,dlatitudes
[9] dlatitudes,pedrobriegerok
[9] pedrobriegerok,howardstern
[9] howardstern,aoc
[9] aoc,planetary_sec
[9] planetary_sec,wwfcolombia

Top Word Pairs in Tweet in G5:
[10] vivianfrancos,altaestrategia
[9] smr_foundation,nodexl_mktng
[9] nodexl_mktng,nodexl
[9] nodexl,marc_smith
[9] #altaestrategia,nodexl
[5] activithink,smr_foundation
[5] altaestrategia,fernandodeleone
[5] fernandodeleone,vanecaballeros
[5] mquniverse,uncarlosdigital
[5] hedwigkudo,allopher

Top Word Pairs in Tweet in G6:
[17] #ai,#aiio
[17] #aiio,#bigdata
[17] #bigdata,#ml
[17] #ml,#nlu
[17] #nlu,#iot
[17] mikequindazzi,moz
[17] moz,nealschaffer
[17] nealschaffer,nigelwalsh
[17] nigelwalsh,nodexl
[17] nodexl,pbouillaud

Top Word Pairs in Tweet in G7:
[25] top,hashtags
[8] #ai,#iot
[6] nodexl,mikequindazzi
[6] rajat_shrimal,mikequindazzi
[6] hashtags,#ai
[5] #iot,#bigdata
[4] antgrasso,top
[4] #iot,#ai
[4] #iot,cc
[4] evankirstel,mikequindazzi

Top Word Pairs in Tweet in G8:
[4] top,hashtags
[2] theweekly,nodexl
[2] nodexl,theweekly
[2] theweekly,hulu
[2] hulu,fxnetworks
[2] fxnetworks,nytimes
[2] nytimes,thetnholler
[2] thetnholler,debbie53b
[2] debbie53b,latrujillo3
[2] latrujillo3,danbarrynyt

Top Word Pairs in Tweet in G9:
[17] fan,social
[17] social,network
[17] network,analysis
[17] analysis,tool
[17] tool,nodexl
[17] nodexl,long
[17] long,time
[17] time,coming
[17] coming,#powerbi

Top Word Pairs in Tweet in G10:
[3] amlewis45,miketempleman1
[3] miketempleman1,nodexl
[3] nodexl,jmitchl2
[3] jmitchl2,totalsportsfun
[3] totalsportsfun,glbattery
[3] glbattery,chaossalon
[3] chaossalon,morgankalima
[3] morgankalima,scheezawesome
[3] scheezawesome,readyformo
[3] readyformo,mbondaroro

Top Replied-To
Top Replied-To in Entire Graph:
@seekingseo4u
@sninobecerra
@alison_iot
@activithink
@reutsmichael1
@worldtrendsinfo
@social_molly
@hudson_chatbots
@enricomolinari
@theadamgabriel

Top Replied-To in G1:
@seekingseo4u
@alison_iot
@tribelaw
@themegatrends
@thomas_harrer
@unosml
@bgsnezana
@worldtrendsinfo
@nodexl
@iotbrand

Top Replied-To in G2:
@theadamgabriel
@seekingseo4u
@hudson_chatbots
@worldtrendsinfo
@social_molly
@thomas_harrer

Top Replied-To in G3:
@seekingseo4u
@reutsmichael1
@data_nerd
@worldtrendsinfo
@social_molly
@enricomolinari
@alison_iot
@ravikikan
@theadamgabriel
@hudson_chatbots

Top Replied-To in G4:
@sninobecerra

Top Replied-To in G5:
@activithink

Top Replied-To in G6:
@enricomolinari

Top Replied-To in G7:
@hudson_chatbots

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@mikequindazzi
@ronald_vanloon
@mvollmer1
@antgrasso
@wef
@haroldsinnott
@evankirstel
@topcybernews
@chidambara09

Top Mentioned in G1:
@nodexl
@mikequindazzi
@ronald_vanloon
@mvollmer1
@evankirstel
@haroldsinnott
@wef
@thomas_harrer
@topcybernews
@fmfrancoise

Top Mentioned in G2:
@mikequindazzi
@nodexl
@ronald_vanloon
@ipfconline1
@spirosmargaris
@wef
@williamstim
@alvinfoo
@danielnewmanuv
@samighazali

Top Mentioned in G3:
@nodexl
@mikequindazzi
@antgrasso
@docassar
@chidambara09
@grattonboy
@grattongirl
@mvollmer1
@ronald_vanloon
@enricomolinari

Top Mentioned in G4:
@gretathunberg
@mcitlfraphorism
@sindi584
@martinschmierer
@donaldtusk
@dlatitudes
@pedrobriegerok
@howardstern
@aoc
@planetary_sec

Top Mentioned in G5:
@vivianfrancos
@hedwigkudo
@nodexl
@nodexl_mktng
@altaestrategia
@fernandodeleone
@vanecaballeros
@smr_foundation
@marc_smith
@allopher

Top Mentioned in G6:
@mikequindazzi
@nodexl
@moz
@nealschaffer
@nigelwalsh
@pbouillaud
@patrickgunz_ch
@tamaramccleary
@alvinfoo
@ronald_vanloon

Top Mentioned in G7:
@mikequindazzi
@nodexl
@ronald_vanloon
@antgrasso
@evankirstel
@ipfconline1
@fisher85m
@rajat_shrimal
@jblefevre60
@alevergara78

Top Mentioned in G8:
@realdonaldtrump
@theweekly
@hulu
@fxnetworks
@nytimes
@thetnholler
@debbie53b
@latrujillo3
@danbarrynyt
@todayshow

Top Mentioned in G10:
@amlewis45
@miketempleman1
@nodexl
@jmitchl2
@totalsportsfun
@glbattery
@chaossalon
@morgankalima
@scheezawesome
@readyformo

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@deejayiwan
@evankirstel
@alevergara78
@chidambara09
@chuddles11
@venesysalpha
@clairebotai
@mog7546
@csa_dvillamizar

Top Tweeters in G1:
@sectest9
@deejayiwan
@evankirstel
@gmizrachi
@cybersec_feeds
@iam__network
@richsimmondsza
@marshacollier
@valaafshar
@akwyz

Top Tweeters in G2:
@clairebotai
@moneymasterx
@santchiweb
@ramikantari
@calcaware
@nancyrubin
@andrewmorrisuk
@nomoreslaves
@gezgintrk
@timothy_hughes

Top Tweeters in G3:
@chidambara09
@billnigh
@nicochan33
@data_nerd
@grattongirl
@ssxman2
@drferdowsi
@datascience__
@abdoul_official
@gdorn1

Top Tweeters in G4:
@chuddles11
@wgarnews
@noadanioz
@anadoluagency
@phillyinquirer
@iltasanomat
@saleemulhuq
@imagine_garden
@americanindian8
@sindi584

Top Tweeters in G5:
@hedwigkudo
@fgarciacedeno
@manudumanuel
@shane_barker
@avrohomg
@abogadoknowmads
@niltonnavarro
@greggthorpe
@miguelalcalap
@perbea123

Top Tweeters in G6:
@ebtesam00369622
@jacobussystems
@nealschaffer
@iamrosario_
@xzpwedvhhh37i3c
@sminaev2015
@smartecocity
@mynaedu
@psb_dc
@pbouillaud

Top Tweeters in G7:
@alevergara78
@wsj
@openmarketingtv
@muzaffar1969
@adeyemoadekunl2
@daviddoughty
@tsundu_mak
@tachouhoner
@lajusticierra
@nminow

Top Tweeters in G8:
@mog7546
@nytimes
@todayshow
@culturalhistory
@latrujillo3
@mcfaul
@meetthepress
@mgyerman
@proudresister
@realdonaldtrump

Top Tweeters in G9:
@tggleeson
@tripathiam3
@sqlchicken
@cwebb_bi
@guyinacube
@arsenalcentric
@heidienho
@sqlbyobi
@markkusuominen
@seddryck

Top Tweeters in G10:
@scheezawesome
@jmitchl2
@chaossalon
@totalsportsfun
@glbattery
@miketempleman1
@crltnsigpr
@morgankalima
@amlewis45
@anthonyjfio