NodeXL, Twitter, 8/18/2021 9:57:34 AM, 260427


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NodeXL_2021-08-17_06-24-02.xlsx
NodeXL_2021-08-17_06-24-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 18, 2021
Short Description:
NodeXL via NodeXL https://bit.ly/3iXRRMs
@chidambara09
@michaelbathurst
@mihkal
@smr_foundation
@nodexl
@salhaj
@docassar
@hashtagmarketi7
@mlgg2
@visionzero_tech

Top hashtags:
#nodexl
#socialmedia
#ai
#phdchat
#bigdata
#influencer
#datascience
#redessociales
#tech

Description:
Description
The graph represents a network of 1,218 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, 17 August 2021 at 13:25 UTC.

The requested start date was Tuesday, 17 August 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 18-hour, 16-minute period from Tuesday, 03 August 2021 at 01:13 UTC to Monday, 16 August 2021 at 19:30 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 : 1218
Unique Edges : 2847
Edges With Duplicates : 6238
Total Edges : 9085
Number of Edge Types : 5
Retweet : 1053
MentionsInRetweet : 4230
Mentions : 3539
Replies to : 161
Tweet : 102
Self-Loops : 127
Reciprocated Vertex Pair Ratio : 0.0849900596421471
Reciprocated Edge Ratio : 0.156665139715987
Connected Components : 33
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 1164
Maximum Edges in a Connected Component : 9042
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.001123
Graph Density : 0.0029454107316573
Modularity : 0.284608
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,218 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, 17 August 2021 at 13:25 UTC.

The requested start date was Tuesday, 17 August 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 18-hour, 16-minute period from Tuesday, 03 August 2021 at 01:13 UTC to Monday, 16 August 2021 at 19:30 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 : GraphServerTwitterSearch
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:
[75] https://www.eventbrite.com/e/introduction-to-nodexl-social-media-network-analysis-with-a-few-clicks-tickets-164533254393?keep_tld=1
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259341
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259716
[18] https://wasimahmed.org/2021/08/06/social-media-research-foundations-summer-school-recap/
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259520
[14] https://www.youtube.com/watch?v=QOKZ2Brqdb8&t=182s

[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259066
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259962
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259969

Top URLs in Tweet in G1:
[47] https://www.eventbrite.com/e/introduction-to-nodexl-social-media-network-analysis-with-a-few-clicks-tickets-164533254393?keep_tld=1
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259520
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259962
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259066
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259866
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260261
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259558
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259903
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[9] https://docs.google.com/forms/d/e/1FAIpQLSc1mfHwvheGWDym5QZqlLqvwRjOarV-StX0deAhNbXOJAbtlQ/viewform?usp=send_form

Top URLs in Tweet in G2:
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259341
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259716
[12] https://www.eventbrite.com/e/introduction-to-nodexl-social-media-network-analysis-with-a-few-clicks-tickets-164533254393?keep_tld=1
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259431
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259873
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260221
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259599
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260222
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259863
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259270

Top URLs in Tweet in G3:
[16] https://www.eventbrite.com/e/introduction-to-nodexl-social-media-network-analysis-with-a-few-clicks-tickets-164533254393?keep_tld=1
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259870
[7] https://www.youtube.com/watch?v=QOKZ2Brqdb8&t=182s

[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259151
[6] https://wasimahmed.org/2021/08/06/social-media-research-foundations-summer-school-recap/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259921
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259158
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259716
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259599
[2] https://docs.google.com/forms/d/e/1FAIpQLSdc5O363VFElWGSIMXkBlIpDeiya4Ln7m8iY2E9r48y4FCh8w/viewform?usp=send_form

Top URLs in Tweet in G4:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259307
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259491
[1] https://www.youtube.com/watch?v=o-D-Duv8Mcs&feature=youtu.be

[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259532
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259555
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259761
[1] https://twitter.com/i/web/status/1424454974289981441
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259688
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259689
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259772

Top URLs in Tweet in G5:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259525
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259371
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259844
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260250
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259817
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258575
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259825
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259387

Top URLs in Tweet in G6:
[2] https://qz.com/631163/32-internet-companies-are-backing-apple-in-its-fight-against-the-fbi/
[2] https://www.mediapost.com/publications/article/36741/google-base-giant-porn-index.html
[1] https://twitter.com/i/web/status/1427034237471969281
[1] https://twitter.com/i/web/status/1427034357026463749
[1] https://www.youtube.com/watch?v=1AJmKkU5POA&feature=youtu.be

[1] https://arstechnica.com/uncategorized/2005/10/5480-2/
[1] https://www.bbc.com/news/technology-45331210
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209625
[1] https://www.forbes.com/sites/nathanvardi/2012/09/04/the-man-responsible-for-facebooks-stock-debacle-is-mark-zuckerberg/

Top URLs in Tweet in G7:
[1] https://www.datasciencecentral.com/profiles/blogs/as-the-digital-workforce-changes-so-will-the-economy?uid=1&utm_source=DSC&utm_medium=web&utm_campaign=newsletter2021-08-10
[1] https://www.datasciencecentral.com/profiles/blogs/curiosity-and-inquisitive-mindset-keys-to-data-science-and-life?uid=1&utm_source=DSC&utm_medium=web&utm_campaign=newsletter2021-08-10
[1] https://www.datasciencecentral.com/profiles/blogs/geospatial-modeling-the-future-of-pandemic-analysis?uid=1&utm_source=DSC&utm_medium=web&utm_campaign=newsletter2021-08-10

Top URLs in Tweet in G8:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243428
[3] http://nodexlgraphgallery.org/Pages/Registration.aspx
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243428#yahoo
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259464
[1] HTTPS://NODEXLGRAPHGALLERY.ORG/PAGES/GRAPH.ASPX?GRAPHID=243428#YAHOO
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253373

Top URLs in Tweet in G9:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259464
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258795
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260114

Top URLs in Tweet in G10:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259846

Top Domains
Top Domains in Tweet in Entire Graph:
[599] nodexlgraphgallery.org
[88] eventbrite.com
[32] twitter.com
[29] mtr.cool
[26] youtube.com
[19] wasimahmed.org
[17] google.com
[10] powerbi.com
[3] datasciencecentral.com
[2] business-booster-247.com

Top Domains in Tweet in G1:
[233] nodexlgraphgallery.org
[56] eventbrite.com
[28] mtr.cool
[15] google.com
[14] twitter.com
[9] youtube.com
[8] wasimahmed.org
[2] powerbi.com
[2] wordpress.com
[2] linkedin.com

Top Domains in Tweet in G2:
[244] nodexlgraphgallery.org
[12] eventbrite.com
[7] twitter.com
[5] wasimahmed.org
[3] powerbi.com
[3] youtube.com
[1] twinybots.ch

Top Domains in Tweet in G3:
[60] nodexlgraphgallery.org
[19] eventbrite.com
[12] youtube.com
[6] wasimahmed.org
[5] twitter.com
[4] powerbi.com
[2] google.com
[2] business-booster-247.com
[1] mtr.cool
[1] github.com

Top Domains in Tweet in G4:
[22] nodexlgraphgallery.org
[2] twitter.com
[1] youtube.com

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

Top Domains in Tweet in G6:
[2] qz.com
[2] mediapost.com
[2] twitter.com
[1] youtube.com
[1] arstechnica.com
[1] bbc.com
[1] nodexlgraphgallery.org
[1] forbes.com

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[358] nodexl
[196] socialmedia
[134] ai
[123] phdchat
[118] bigdata
[109] influencer
[85] datascience
[67] redessociales
[65] tech
[62] iot



Top Hashtags in Tweet in G1:
[217] nodexl
[128] socialmedia
[83] phdchat
[52] prprofs
[49] smprofs
[47] redessociales
[43] ai
[42] seohashtag
[32] aejmc21
[30] bigdata

Top Hashtags in Tweet in G2:
[88] influencer
[62] bigdata
[57] ai
[53] finserv
[51] nodexl
[48] socialmedia
[40] cx
[38] twitter
[30] insurtech
[29] mhealth

Top Hashtags in Tweet in G3:
[80] nodexl
[26] phdchat
[19] socialmedia
[19] ai
[18] redessociales
[17] bigdata
[14] datascience
[14] ahoranodexlhablaespañol
[11] chelsea
[11] scicomm

Top Hashtags in Tweet in G4:
[6] ilmastonmuutos
[5] ilmastokriisi
[4] microsoftteams
[4] kaivari21
[4] ipccraportti
[3] ilmasto
[3] maatalous
[3] luontokato
[3] hxhanke
[2] jenemevaccineraipas

Top Hashtags in Tweet in G5:
[3] ehealth
[3] influencer
[2] climateaction
[2] climatecrisis
[2] climateemergency
[2] climatechange
[2] fridaysforfuture
[1] nature
[1] actonclimate
[1] climate

Top Hashtags in Tweet in G6:
[2] googlebase
[1] webvan

Top Hashtags in Tweet in G7:
[28] datascience
[26] tech
[19] data
[19] digital
[19] digitaltransformation
[13] ai
[9] nodexl
[9] ml
[9] bigdata
[9] 5g

Top Hashtags in Tweet in G8:
[10] transformaciondigital
[3] wooo
[2] joy
[2] awesome
[2] happy
[2] sweet
[1] datavis
[1] lol
[1] happening
[1] nodexl

Top Hashtags in Tweet in G9:
[2] dataviz
[2] ai
[2] datascience
[2] rstats
[2] python
[2] ml
[1] socialmedia
[1] marketing
[1] business
[1] realestate

Top Hashtags in Tweet in G10:
[2] kivumbi2022

Top Words
Top Words in Tweet in Entire Graph:
[1130] nodexl
[388] social
[357] #nodexl
[349] michaelbathurst
[346] chidambara09
[298] enricomolinari
[295] nodexlacademy
[292] media
[264] docassar
[231] event

Top Words in Tweet in G1:
[399] nodexl
[216] #nodexl
[214] michaelbathurst
[199] docassar
[165] social
[125] #socialmedia
[122] media
[119] chidambara09
[112] event
[103] top

Top Words in Tweet in G2:
[426] nodexl
[219] enricomolinari
[165] chidambara09
[119] michaelbathurst
[88] #influencer
[62] #bigdata
[59] spirosmargaris
[57] #ai
[57] docassar
[55] globaliqx

Top Words in Tweet in G3:
[196] nodexl
[173] social
[161] nodexlacademy
[133] media
[95] event
[80] #nodexl
[67] learn
[66] research
[65] analysis
[65] join

Top Words in Tweet in G4:
[30] nodexl
[15] top
[15] hashtags
[9] mihkal
[6] #ilmastonmuutos
[5] #ilmastokriisi
[5] hsfi
[4] #microsoftteams
[4] #kaivari21
[4] #ipccraportti

Top Words in Tweet in G5:
[16] nodexl
[12] enricomolinari
[8] cdc_ehealth
[7] caring_mobile
[6] chidambara09
[6] cdcgov
[5] bbcworld
[5] cnn
[5] salhaj
[4] world

Top Words in Tweet in G6:
[4] nodexl
[2] apple
[2] tim_cook
[2] arstechnica
[2] #googlebase
[2] host
[2] website
[2] motorious_tv
[2] michaelbathurst
[2] mihkal

Top Words in Tweet in G7:
[28] #datascience
[26] #tech
[23] accenture
[22] ronald_vanloon
[20] accenturetech
[20] lindagrass0
[19] #te
[19] #data
[19] maturity
[19] model

Top Words in Tweet in G8:
[14] nodexl
[11] twitter
[11] sna
[10] #transformaciondigital
[10] mapa
[10] informe
[3] #wooo
[3] impresionante
[3] using
[3] insights

Top Words in Tweet in G9:
[8] 2021
[7] nodexl
[4] dataviz
[4] datavis
[4] 07
[4] 26
[4] until
[4] 08
[4] 02
[4] blackstembot

Top Words in Tweet in G10:
[2] #kivumbi2022

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[292] social,media
[142] top,hashtags
[132] intensive,half
[132] half,day
[132] day,event
[128] event,september
[119] join,intensive
[99] summer,school
[93] media,analysis
[88] nodexl,chidambara09

Top Word Pairs in Tweet in G1:
[122] social,media
[91] top,hashtags
[59] intensive,half
[59] half,day
[59] day,event
[59] event,september
[58] join,intensive
[46] media,analysis
[43] learn,social
[41] #phdchat,#socialmedia

Top Word Pairs in Tweet in G2:
[73] #influencer,nodexl
[63] nodexl,chidambara09
[37] social,media
[37] enricomolinari,chidambara09
[35] nodexl,caring_mobile
[33] #bigdata,#twitter
[33] nodexl,humanre41270855
[31] #twitter,#socialmedia
[30] interfima,psb_dc
[29] nodexl,nodexl

Top Word Pairs in Tweet in G3:
[133] social,media
[62] intensive,half
[62] half,day
[62] day,event
[58] event,september
[56] join,intensive
[46] nodexlacademy,interested
[43] summer,school
[34] media,research
[33] media,analysis

Top Word Pairs in Tweet in G4:
[15] top,hashtags
[5] #ilmastonmuutos,#ilmastokriisi
[3] #ilmasto,#ilmastonmuutos
[3] #ilmastokriisi,#maatalous
[3] veikkauskratia,nodexl
[3] nodexl,senjalarsen
[3] senjalarsen,kaaremi
[3] kaaremi,martkyll
[3] martkyll,pihanurmi
[3] pihanurmi,akaa89

Top Word Pairs in Tweet in G5:
[7] nodexl,caring_mobile
[5] caring_mobile,cdc_ehealth
[5] bbcworld,cnn
[4] enricomolinari,nodexl
[4] world,watching
[3] watching,bbcworld
[3] enricomolinari,#ehealth
[3] #ehealth,#influencer
[3] #influencer,nodexl
[3] mihkal,hashtagmarketi7

Top Word Pairs in Tweet in G6:
[2] apple,tim_cook
[2] tim_cook,arstechnica
[2] arstechnica,#googlebase
[2] #googlebase,host
[2] host,website
[2] website,motorious_tv
[2] michaelbathurst,nodexl
[2] nodexl,mihkal
[2] mihkal,smr_foundation
[2] smr_foundation,salhaj

Top Word Pairs in Tweet in G7:
[20] accenturetech,lindagrass0
[19] accenture,#data
[19] #data,maturity
[19] maturity,model
[19] model,accenturetech
[19] lindagrass0,#digital
[19] #digital,#datascience
[19] #datascience,#digitaltransformation
[19] #digitaltransformation,#tech
[17] ronald_vanloon,accenture

Top Word Pairs in Tweet in G8:
[11] twitter,nodexl
[11] nodexl,sna
[10] #transformaciondigital,twitter
[10] sna,mapa
[10] mapa,informe
[3] using,nodexl
[3] nodexl,insights
[3] insights,networks
[2] informe,totalmente
[2] totalmente,dulce

Top Word Pairs in Tweet in G9:
[4] dataviz,datavis
[4] datavis,2021
[4] 2021,07
[4] 07,26
[4] 26,until
[4] until,2021
[4] 2021,08
[4] 08,02
[4] 02,nodexl
[4] nodexl,blackstembot

Top Replied-To
Top Replied-To in Entire Graph:
@michaelbathurst
@enricomolinari
@docassar
@hashtagmarketi7
@reutsmichael1
@globaliqx
@nodexl
@smr_foundation
@salhaj
@sprucewells

Top Replied-To in G1:
@michaelbathurst
@docassar
@nodexl
@sprucewells
@was3210
@nawazfaisal_ai
@smr_foundation
@rsquared0
@tutormentorteam
@nodexlacademy

Top Replied-To in G2:
@enricomolinari
@michaelbathurst
@docassar
@reutsmichael1
@globaliqx
@salhaj
@hashtagmarketi7
@smr_foundation
@andrewincontact
@metoscm

Top Replied-To in G3:
@hashtagmarketi7
@bernardamus
@klementinebs
@sprucewells
@nodexl
@enricomolinari
@eli_krumova
@adrianafreitas
@suhemparack
@globaliqx

Top Replied-To in G4:
@mihkal
@jjanhone
@lenandlar

Top Replied-To in G5:
@enricomolinari
@docassar

Top Replied-To in G6:
@michaelbathurst
@vision_0_tech

Top Replied-To in G7:
@ronald_vanloon

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@chidambara09
@michaelbathurst
@nodexlacademy
@docassar
@enricomolinari
@hashtagmarketi7
@smr_foundation
@marc_smith
@mihkal

Top Mentioned in G1:
@michaelbathurst
@docassar
@nodexl
@chidambara09
@hashtagmarketi7
@nodexlacademy
@jeremyhl
@thartman2u
@aejmc_prd
@mihkal

Top Mentioned in G2:
@nodexl
@chidambara09
@enricomolinari
@michaelbathurst
@spirosmargaris
@nodexlacademy
@caring_mobile
@globaliqx
@humanre41270855
@docassar

Top Mentioned in G3:
@nodexlacademy
@nodexl
@smr_foundation
@chidambara09
@marc_smith
@hashtagmarketi7
@enricomolinari
@eli_krumova
@godfrey_g_
@ingliguori

Top Mentioned in G4:
@nodexl
@hsfi
@mihkal
@senjalarsen
@kaaremi
@martkyll
@pihanurmi
@akaa89
@anupeltola22
@msteamsbot

Top Mentioned in G5:
@nodexl
@caring_mobile
@cdc_ehealth
@enricomolinari
@chidambara09
@un
@bbcworld
@cnn
@who
@salhaj

Top Mentioned in G6:
@nodexl
@apple
@tim_cook
@arstechnica
@mihkal
@smr_foundation
@salhaj
@chidambara09
@docassar
@godfrey_g_

Top Mentioned in G7:
@ronald_vanloon
@accenturetech
@lindagrass0
@mlcto_digiplast
@antgrasso
@accenture
@pwc
@raconteur
@bernardmarr
@hackingdata

Top Mentioned in G9:
@blackstembot
@randal_olson
@grjenkin
@lisacrost
@catherineadenle
@dr_xeo
@developerbot_v1
@dashboarddr
@dmlmont
@giswqs

Top Mentioned in G10:
@ktnnewske
@standardkenya
@sdekenya
@ali_manzu
@kiddogammz
@sophiawanuna
@willylusige
@zubeidahkananu
@sharon_momanyi
@georgemaringa_

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@mistersalesman
@chidambara09
@rk70534
@moonbootica
@femtech_
@xaelbot
@evankirstel
@elespectador

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@rk70534
@evankirstel
@indiatoday
@viralvideovlogs
@lorimoreno
@marrgarritah
@calcaware
@fabriciosx

Top Tweeters in G2:
@chidambara09
@femtech_
@httweets
@ottlegalrebels
@morolswediu
@aajtak
@fintechna
@jfsebastian146
@devvibesbot
@gordontredgold

Top Tweeters in G3:
@xaelbot
@trigorosa
@artificialbra1n
@dataaugmented
@ipythonistabot
@andrewmorrisuk
@bigtickhk
@uncjay1
@jeandoobs
@bbcnews

Top Tweeters in G4:
@moonbootica
@marytheluckyone
@allafrica
@koippari61
@yleuutiset
@hsfi
@ericson_ubbhult
@huuhtanenpanu
@barron00
@gwlarsson

Top Tweeters in G5:
@elespectador
@guardian
@globeandmail
@kvajpayaee
@skynews
@elheraldoco
@foxnews
@rt_com
@susanamnk
@usatoday

Top Tweeters in G6:
@craignewmark
@adweek
@arstechnica
@amazonmusic
@nyc_dot
@bbc
@ogilvy
@techstars
@svb_financial
@fbi

Top Tweeters in G7:
@bot_innovation
@the404code
@ene3112
@quasagroup
@tallcedarofleb
@philip_d_hughes
@abhibisht89
@max_lyashko
@claudiomkd
@sallyeaves

Top Tweeters in G8:
@necio_news
@ra
@kia
@aea
@opena
@ha
@sa
@ma
@developa
@fromalias

Top Tweeters in G9:
@discovertech3
@rstatstweet
@grjenkin
@blackstembot
@hootsuite
@sendible
@catherineadenle
@hannytalker
@randal_olson
@socialpilot_co

Top Tweeters in G10:
@standardkenya
@sdekenya
@ktnnewske
@ali_manzu
@sophiawanuna
@zubeidahkananu
@sharon_momanyi
@kiddogammz
@georgemaringa_
@willylusige


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