NodeXL, Twitter, 5/6/2021 8:11:04 AM, 254247


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NodeXL Twitter NodeXL SNA Map and Report for torstai, 06 toukokuuta 2021 at 07.10 UTC
NodeXL Twitter NodeXL SNA Map and Report for torstai, 06 toukokuuta 2021 at 07.10 UTC
From:
mihkal
Uploaded on:
May 06, 2021
Short Description:
NodeXL via NodeXL https://bit.ly/3h4r3JG
@albertoemachado
@mihkal
@nodexl
@eventsinfluenc1
@fmfrancoise
@salhaj
@chidambara09
@enricomolinari
@michaelbathurst
@godfrey_g_

Top hashtags:
#nodexl
#socialmedia
#bigdata
#ai
#iot
#datascience
#phdchat
#linux

Description:
Description
The graph represents a network of 1 301 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 Thursday, 06 May 2021 at 07:15 UTC.

The tweets in the network were tweeted over the 7-day, 15-hour, 20-minute period from Wednesday, 28 April 2021 at 14:44 UTC to Thursday, 06 May 2021 at 06:05 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 : 1301
Unique Edges : 4590
Edges With Duplicates : 7638
Total Edges : 12228
Number of Edge Types : 5
Retweet : 974
Replies to : 184
MentionsInRetweet : 7855
Mentions : 3149
Tweet : 66
Self-Loops : 174
Reciprocated Vertex Pair Ratio : 0,0589554629926306
Reciprocated Edge Ratio : 0,111346444780635
Connected Components : 10
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1275
Maximum Edges in a Connected Component : 12188
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2,756335
Graph Density : 0,00390823626795956
Modularity : 0,319254
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1 301 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 Thursday, 06 May 2021 at 07:15 UTC.

The tweets in the network were tweeted over the 7-day, 15-hour, 20-minute period from Wednesday, 28 April 2021 at 14:44 UTC to Thursday, 06 May 2021 at 06:05 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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[66] https://www.eventbrite.com/e/introduction-to-networks-and-nodexl-pro-social-networks-in-a-click-tickets-153031193419?aff=eand
[62] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253757
[31] https://www.eventbrite.com/e/2021-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-153034246551?aff=erelexpmlt&keep_tld=1
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253758
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253894
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253972
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253871
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254124
[21] https://www.eventbrite.co.uk/e/2021-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-153034246551?aff=erelexpmlt&keep_tld=1
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253711

Top URLs in Tweet in G1:
[14] https://www.linkedin.com/pulse/nodexl-la-evoluci%25C3%25B3n-de-un-evento-por-hastagteam-espinosa-machado
[13] https://vivianfrancos.com/evento-investigacion-de-redes-sociales-analisis-semantico-con-nodexl/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253711
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253680
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253984
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253706
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253826
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253829
[4] https://www.linkedin.com/pulse/nodexl-la-evoluci%C3%B3n-de-un-evento-por-hastagteam-espinosa-machado/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253753

Top URLs in Tweet in G2:
[51] https://www.eventbrite.com/e/introduction-to-networks-and-nodexl-pro-social-networks-in-a-click-tickets-153031193419?aff=eand
[23] https://www.eventbrite.com/e/2021-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-153034246551?aff=erelexpmlt&keep_tld=1
[20] https://www.eventbrite.co.uk/e/2021-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-153034246551?aff=erelexpmlt&keep_tld=1
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253711
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254013
[9] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[8] https://twinybots.ch/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253758
[6] https://gijn.org/2021/04/30/data-journalism-top-10-the-rise-of-big-tech-indias-bad-vaccine-data-why-data-journalists-need-safeguards/
[6] https://www.linkedin.com/pulse/nodexl-la-evoluci%25C3%25B3n-de-un-evento-por-hastagteam-espinosa-machado

Top URLs in Tweet in G3:
[57] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253757
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253894
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253972
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253871
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254124
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254003
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253212
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253758
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253557&utm_content=buffer4b403&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253818

Top URLs in Tweet in G4:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252203
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253780
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253767
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253973
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254039
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254115
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253732
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253740
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253950
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253836

Top URLs in Tweet in G5:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253934
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254083
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253559
[5] https://www.eventbrite.com/e/introduction-to-networks-and-nodexl-pro-social-networks-in-a-click-tickets-153031193419?aff=eand
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253240
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254092
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253941
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229248
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252563

Top URLs in Tweet in G6:
[1] https://www.eventbrite.com/e/introduction-to-networks-and-nodexl-pro-social-networks-in-a-click-tickets-153031193419?aff=eand
[1] https://www.eventbrite.com/e/2021-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-153034246551?aff=erelexpmlt&keep_tld=1

Top URLs in Tweet in G7:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253855
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254015
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253715
[1] https://www.eventbrite.com/e/2021-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-153034246551?aff=erelexpmlt&keep_tld=1

Top URLs in Tweet in G8:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250933

Top URLs in Tweet in G9:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253909

Top URLs in Tweet in G10:
[1] https://www.adspltech.net/

Top Domains
Top Domains in Tweet in Entire Graph:
[852] nodexlgraphgallery.org
[102] eventbrite.com
[35] linkedin.com
[27] co.uk
[15] twitter.com
[15] twinybots.ch
[13] vivianfrancos.com
[12] wordpress.com
[12] iot-analytics.com
[8] gijn.org

Top Domains in Tweet in G1:
[236] nodexlgraphgallery.org
[22] linkedin.com
[13] vivianfrancos.com
[4] eventbrite.com
[4] twitter.com
[3] prodomosua.it
[2] rosebarni.it
[2] wordpress.com
[2] centrobotanicomoutan.it
[1] co.uk

Top Domains in Tweet in G2:
[173] nodexlgraphgallery.org
[79] eventbrite.com
[26] co.uk
[13] linkedin.com
[9] wordpress.com
[8] gijn.org
[8] twinybots.ch
[7] twitter.com
[5] ingentaconnect.com
[4] youtube.com

Top Domains in Tweet in G3:
[348] nodexlgraphgallery.org
[11] iot-analytics.com
[6] eventbrite.com
[2] twinybots.ch
[1] smrfoundation.org
[1] wordpress.com

Top Domains in Tweet in G4:
[33] nodexlgraphgallery.org
[1] smrfoundation.org
[1] hawksey.info
[1] scotpublichealth.com
[1] dropbox.com
[1] graphistry.com

Top Domains in Tweet in G5:
[43] nodexlgraphgallery.org
[5] eventbrite.com

Top Domains in Tweet in G6:
[2] eventbrite.com

Top Domains in Tweet in G7:
[12] nodexlgraphgallery.org
[1] eventbrite.com

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

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

Top Domains in Tweet in G10:
[1] adspltech.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[544] nodexl
[213] socialmedia
[170] bigdata
[147] ai
[121] iot
[104] datascience
[87] phdchat
[86] linux
[78] ahoranodexlhablaespanol
[66] digitaltransformation



Top Hashtags in Tweet in G1:
[229] nodexl
[46] socialmedia
[31] ahoranodexlhablaespanol
[30] hashtagteam
[27] marketing
[26] ai
[25] ahoranodexlhablaespañol
[23] redessociales
[22] marketingdigital
[20] bigdata

Top Hashtags in Tweet in G2:
[203] nodexl
[112] socialmedia
[77] phdchat
[43] ahoranodexlhablaespanol
[30] bigdata
[29] ai
[28] efcajasol
[26] datascience
[22] marketing
[21] iot

Top Hashtags in Tweet in G3:
[112] bigdata
[102] nodexl
[87] ai
[82] iot
[60] datascience
[50] digitaltransformation
[46] linux
[45] python
[43] cx
[43] socialmedia

Top Hashtags in Tweet in G4:
[15] climatechange
[14] fridaysforfuture
[13] nomoreemptypromises
[13] climateaction
[13] climatestrike
[13] climatecrisis
[13] facetheclimateemergency
[13] climatestrikeonline
[12] schoolstrike4climate
[3] tutkimus

Top Hashtags in Tweet in G5:
[9] peopleanalytics
[9] csr
[9] hranalytics
[5] phdchat
[4] sustainability
[4] esg
[4] sdgs
[4] hr
[4] hrtech
[4] socialmedia

Top Hashtags in Tweet in G6:
[24] flutter
[22] linux
[8] blessed
[8] kindnessmatters
[8] sundayvibes
[8] shoutmgb
[6] weekendsunshine
[4] bigdata
[4] datascience
[4] usa

Top Hashtags in Tweet in G7:
[9] nodexl
[5] actonclimate
[5] solar
[4] bigdata
[4] data
[4] dataanalytics
[1] selfdrivingcars
[1] phdchat
[1] socialmedia
[1] climate

Top Hashtags in Tweet in G8:
[4] entrepreneurship
[1] business
[1] entrepreneur
[1] startup

Top Hashtags in Tweet in G9:
[3] lthechat
[1] advancehe_chat
[1] whowilljoinus
[1] antf2021
[1] transforminghe

Top Words
Top Words in Tweet in Entire Graph:
[1142] top
[1011] nodexl
[759] hashtags
[569] #nodexl
[497] #ai
[415] influencers
[414] #bigdata
[362] #datascience
[344] #machinelearning
[341] chidambara09

Top Words in Tweet in G1:
[406] top
[241] #nodexl
[223] hashtags
[189] influencers
[136] albertoemachado
[124] nodexl
[82] #socialmedia
[78] congrats
[54] #marketing
[49] #ai

Top Words in Tweet in G2:
[258] nodexl
[215] #nodexl
[202] top
[149] #socialmedia
[135] albertoemachado
[132] social
[131] hashtags
[99] media
[77] #phdchat
[71] enricomolinari

Top Words in Tweet in G3:
[449] nodexl
[436] top
[381] #ai
[329] #bigdata
[313] hashtags
[288] #datascience
[274] #machinelearning
[265] #iot
[246] ronald_vanloon
[238] chidambara09

Top Words in Tweet in G4:
[41] hashtags
[39] nodexl
[30] top
[16] #climatechange
[15] dataviz
[14] #fridaysforfuture
[13] #nomoreemptypromises
[13] #climateaction
[13] #climatestrike
[13] #climatecrisis

Top Words in Tweet in G5:
[45] nodexl
[36] top
[36] martinhoyes
[34] hashtags
[28] #csr
[21] do_kinder
[19] braincures
[17] #sustainability
[17] #esg
[16] humanre41270855

Top Words in Tweet in G6:
[58] nodexl
[36] flutterdev
[31] fmfrancoise
[30] markbird17
[27] twitter
[27] drjimmystar
[27] whiteheartvic
[27] michaelbathurst
[24] #flutter
[24] glengilmore

Top Words in Tweet in G7:
[19] top
[11] #actonclimate
[11] arikring
[11] hashtags
[11] #solar
[9] #nodexl
[8] influencers
[8] mvollmer1
[8] google
[8] nodexl

Top Words in Tweet in G8:
[6] top
[6] #entrepreneurship
[3] congrats
[3] nodexl
[3] 10
[3] startupbot_1
[3] bgirlventures
[3] davidjresetar
[3] ravikikan
[3] junjudapi

Top Words in Tweet in G9:
[4] advancehe_chat
[4] #lthechat
[2] nodexl
[2] hintondm
[2] virnarossi
[2] ameenalpayne
[2] racephil
[2] profsallybrown
[2] drntasler
[2] judith_ekn

Top Words in Tweet in G10:
[2] terence_mills
[2] nodexl
[2] looking
[2] seeing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[745] top,hashtags
[320] top,influencers
[161] congrats,top
[139] hashtags,#ai
[135] #iot,#bigdata
[123] chidambara09,ronald_vanloon
[123] #bigdata,#machinelearning
[118] social,media
[117] #datascience,#python
[111] #machinelearning,#datascience

Top Word Pairs in Tweet in G1:
[223] top,hashtags
[169] top,influencers
[62] congrats,top
[36] nodexl,albertoemachado
[21] #nodexl,evolución
[21] evolución,evento
[21] evento,#hashtagteam
[21] hashtags,#ai
[15] #nodexl,albertoemachado
[14] check,latest

Top Word Pairs in Tweet in G2:
[131] top,hashtags
[99] social,media
[51] top,influencers
[51] #phdchat,#socialmedia
[42] media,research
[41] summer,school
[40] research,summer
[40] day,july
[34] media,data
[32] nodexl,smr_foundation

Top Word Pairs in Tweet in G3:
[313] top,hashtags
[118] #iot,#bigdata
[108] hashtags,#ai
[106] chidambara09,ronald_vanloon
[105] #datascience,#python
[105] #bigdata,#machinelearning
[92] #machinelearning,#datascience
[90] top,influencers
[87] godfrey_g_,chidambara09
[85] nodexl,chidambara09

Top Word Pairs in Tweet in G4:
[27] top,hashtags
[13] hashtags,#fridaysforfuture
[12] dataviz,hashtags
[12] hashtags,shared
[12] shared,fridaysforfuture
[12] fridaysforfuture,network
[12] network,top
[12] #fridaysforfuture,#nomoreemptypromises
[12] #nomoreemptypromises,#climateaction
[12] #climateaction,#climatestrike

Top Word Pairs in Tweet in G5:
[34] top,hashtags
[16] nodexl,humanre41270855
[15] do_kinder,braincures
[14] #csr,#sustainability
[14] #sustainability,#esg
[12] nodexl,sustaintrends
[12] sustaintrends,do_kinder
[12] braincures,martinhoyes
[12] martinhoyes,theesgys
[12] theesgys,mvollmer1

Top Word Pairs in Tweet in G6:
[21] twitter,excellence
[21] nodexl,bobbibicker
[20] flutterdev,#flutter
[18] nodexl,benmakestv
[18] benmakestv,glengilmore
[18] glengilmore,markbird17
[18] markbird17,eduardovalentei
[18] eduardovalentei,marion_cio
[18] carolcoppie,andrewcashin
[18] fredchagnon,flutterdev

Top Word Pairs in Tweet in G7:
[11] top,hashtags
[8] top,influencers
[7] mikehudema,pauledawson
[7] pauledawson,potus
[7] potus,sustaintrends
[7] sustaintrends,senjeffmerkley
[7] senjeffmerkley,arikring
[7] arikring,cleanairmoms
[7] cleanairmoms,martinheinrich
[7] martinheinrich,albertoemachado

Top Word Pairs in Tweet in G8:
[3] congrats,nodexl
[3] nodexl,top
[3] top,10
[3] 10,#entrepreneurship
[3] #entrepreneurship,startupbot_1
[3] startupbot_1,bgirlventures
[3] bgirlventures,davidjresetar
[3] davidjresetar,ravikikan
[3] ravikikan,junjudapi
[3] junjudapi,codervj

Top Word Pairs in Tweet in G9:
[2] advancehe_chat,#lthechat
[2] #lthechat,nodexl
[2] nodexl,advancehe_chat
[2] advancehe_chat,hintondm
[2] hintondm,virnarossi
[2] virnarossi,ameenalpayne
[2] ameenalpayne,racephil
[2] racephil,profsallybrown
[2] profsallybrown,drntasler
[2] drntasler,judith_ekn

Top Replied-To
Top Replied-To in Entire Graph:
@albertoemachado
@fmfrancoise
@hashtagmarketi7
@enricomolinari
@globaliqx
@michaelbathurst
@fwdhumanity
@activithink
@salhaj
@nodexl

Top Replied-To in G1:
@albertoemachado
@enricomolinari
@activithink
@hashtagmarketi7
@lazblazter
@oscarsanchez
@fwdhumanity

Top Replied-To in G2:
@hashtagmarketi7
@albertoemachado
@fmfrancoise
@enricomolinari
@activithink
@mjandersen
@betamoroney
@rociovillarpolo
@asmamalkawi
@marc_smith

Top Replied-To in G3:
@fmfrancoise
@globaliqx
@enricomolinari
@albertoemachado
@hashtagmarketi7
@salhaj
@ingliguori
@fisheyebox
@fwdhumanity
@ronald_vanloon

Top Replied-To in G4:
@mihkal
@gmacscotland
@lmeyerov

Top Replied-To in G5:
@fwdhumanity

Top Replied-To in G6:
@michaelbathurst
@walthollick
@fmfrancoise
@albertoemachado
@nutritiousmind

Top Replied-To in G10:
@terence_mills
@haroldsinnott

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@chidambara09
@ronald_vanloon
@godfrey_g_
@albertoemachado
@enricomolinari
@eli_krumova
@ingliguori
@gp_pulipaka
@trendsinai

Top Mentioned in G1:
@albertoemachado
@hashtagmarketi7
@godfrey_g_
@chidambara09
@ronald_vanloon
@enricomolinari
@mirenperez
@nodexl
@marc_smith
@activithink

Top Mentioned in G2:
@nodexl
@albertoemachado
@chidambara09
@enricomolinari
@marc_smith
@smr_foundation
@activithink
@godfrey_g_
@fabriziobustama
@ronald_vanloon

Top Mentioned in G3:
@ronald_vanloon
@chidambara09
@godfrey_g_
@eli_krumova
@ingliguori
@gp_pulipaka
@enricomolinari
@nodexl
@pythonexpertbot
@trendsinai

Top Mentioned in G4:
@mspowerbi
@gephi
@byianjames
@sustaintrends
@unfccc
@okmfi
@hsfi
@annikasaarikko
@elokapina
@fortum_oyj

Top Mentioned in G5:
@martinhoyes
@do_kinder
@braincures
@humanre41270855
@david_green_uk
@hrcurator
@splashbi
@sustaintrends
@theesgys
@alicekorngold

Top Mentioned in G6:
@nodexl
@flutterdev
@markbird17
@fmfrancoise
@drjimmystar
@whiteheartvic
@glengilmore
@backpackjohn1
@bobbibicker
@ubuntu

Top Mentioned in G7:
@arikring
@mvollmer1
@mikehudema
@pauledawson
@potus
@sustaintrends
@senjeffmerkley
@cleanairmoms
@martinheinrich
@albertoemachado

Top Mentioned in G8:
@nodexl
@startupbot_1
@bgirlventures
@davidjresetar
@ravikikan
@junjudapi
@codervj
@contentomous
@antgrasso
@lindagrass0

Top Mentioned in G9:
@advancehe_chat
@hintondm
@virnarossi
@ameenalpayne
@racephil
@profsallybrown
@drntasler
@judith_ekn
@maryjacobtel1
@kimkdo

Top Mentioned in G10:
@nodexl
@pbouillaud
@patrickgunz_ch
@pmddomingos
@pierrepinna
@rebekahradice
@crowdcween
@mvollmer1
@wef
@terenceleungsf

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@chidambara09
@ejlazar
@femtech_
@evankirstel
@xaelbot
@codedailybot
@collegemenfess
@nilimajumder
@thehill

Top Tweeters in G1:
@thehill
@brontyman
@viralvideovlogs
@reuters
@business
@eraser
@el_pais
@amazingchevvolt
@jeffbullas
@trippbraden

Top Tweeters in G2:
@evankirstel
@nilimajumder
@gracemurphy2
@ottlegalrebels
@alfredovela
@fintechna
@ssxman2
@bigtickhk
@bbcnews
@nicochan33

Top Tweeters in G3:
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@bexxmodd
@codernotesbot
@cybersecurityn8
@thedeveloperbot
@trendsinai
@andrewmorrisuk

Top Tweeters in G4:
@dianamsharpton
@guardian
@stormhour
@johnnyparker012
@spann
@azcentral
@motherjones
@ourfuturebot
@oma_oma_1
@jane__eden

Top Tweeters in G5:
@femtech_
@deepgreendesign
@humanre41270855
@nancylevine
@sustaintrends
@hrcurator
@ccprakay
@johnsnowmtainer
@corpgovuk
@scicommbot

Top Tweeters in G6:
@ejlazar
@lorimoreno
@drjimmystar
@jackconnie
@karijoys
@kimgarst
@timothy_hughes
@shoutmgb
@twizmwhytepiece
@kugey

Top Tweeters in G7:
@79topper
@eco1start
@cleanairmoms
@muntikaj
@yongtaejoon
@greeninvestguy
@ingcolombo
@pvmagazine
@mikehudema
@arikring

Top Tweeters in G8:
@junjudapi
@codervj
@ravikikan
@mary_gambara
@contentomous
@npc_india_gov
@startupbot_1
@petacrunch
@bgirlventures
@lindagrass0

Top Tweeters in G9:
@scottturneruon
@profsallybrown
@racephil
@drntasler
@hintondm
@virnarossi
@ameenalpayne
@judith_ekn
@kimkdo
@maryjacobtel1

Top Tweeters in G10:
@rebekahradice
@pbouillaud
@pierrepinna
@terence_mills
@margaretsiegien
@terenceleungsf
@patrickgunz_ch
@crowdcween
@igniobydigitate
@adspltech