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polinode_2023-03-16_10-24-49.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2023
Short Description:
polinode via NodeXL https://bit.ly/3TBuhWx
@polinode
@betalist
@paragonsci_inc
@fmfrancoise
@andpitts
@nodo20chile
@nodexl
@twitter
@starlinghunter1
@snaconnect

Top hashtags:
#falseflag
#sna
#data
#ona
#dataviz
#hrtech
#hrtechconf
#startup
#bigdata
#sunbelt2018

Description:
Description
The graph represents a network of 2,342 Twitter users whose recent tweets contained "polinode", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 17:27 UTC.

The tweets in the network were tweeted over the 3755-day, 1-hour, 43-minute period from Friday, 16 November 2012 at 17:04 UTC to Monday, 27 February 2023 at 18:47 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 2342
Unique Edges : 2197
Edges With Duplicates : 7411
Total Edges : 9608
Number of Edge Types : 9
Tweet : 307
Mentions : 1713
Retweet : 1689
MentionsInRetweet : 3516
MentionsInReplyTo : 1835
Replies to : 344
Quote : 62
MentionsInQuoteReply : 62
MentionsInQuote : 80
Self-Loops : 639
Reciprocated Vertex Pair Ratio : 0.0875164257555848
Reciprocated Edge Ratio : 0.160947317544708
Connected Components : 129
Single-Vertex Connected Components : 99
Maximum Vertices in a Connected Component : 2040
Maximum Edges in a Connected Component : 9036
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.148275
Graph Density : 0.00075474836674861
Modularity : 0.33687
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,342 Twitter users whose recent tweets contained "polinode", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 17:27 UTC.

The tweets in the network were tweeted over the 3755-day, 1-hour, 43-minute period from Friday, 16 November 2012 at 17:04 UTC to Monday, 27 February 2023 at 18:47 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : polinode
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:
[500] http://betalist.com/startups/polinode?utm_source=twitter&utm_medium=system-tweet&utm_campaign=startup-20973
[497] https://twitter.com/BetaList/status/562886112730177536/photo/1
[104] https://app.polinode.com/networks/explore/5de5f72121b15d0013498d5d
[31] https://www.polinode.com/networks/explore/58a76d6d9949030f009e67e5/58a76da89949030f009e67e7
[25] https://www.polinode.com/
[23] http://jeffollerton.co.uk/2016/05/11/polinode-a-user-friendly-tool-for-visualising-ecological-networks/
[21] https://www.polinode.com/polinode-and-nodexl-joint-webinar
[19] https://app.polinode.com/networks/explore/5b3817b409469d00133a3787
[17] https://app.polinode.com/networks/explore/5ba80c53a050a200125dad1c/5ba8125d0ab7170012528e05
[17] https://ift.tt:443/1zHYXYC

Top URLs in Tweet in G1:
[496] http://betalist.com/startups/polinode?utm_source=twitter&utm_medium=system-tweet&utm_campaign=startup-20973
[494] https://twitter.com/BetaList/status/562886112730177536/photo/1
[1] http://betalist.com/startups/polinode?utm_source=twitter&utm_medium=manual-tweet&utm_campaign=startup-20973
[1] https://www.hugedomains.com/domain_profile.cfm?d=htagg.com
[1] https://ift.tt:443/1zHYXYC
[1] http://www.linkplugapp.com/a/1496953
[1] https://twitter.com/ebookpleasecom/status/562886288387620864/photo/1

Top URLs in Tweet in G2:
[10] https://app.polinode.com/networks/explore/5b3817b409469d00133a3787
[9] https://cards.twitter.com/cards/18ce53wth7k/r43w
[9] https://blog.polinode.com/index/2015/12/15/we-are-celebrating-passing-1000-signups-with-a-new-layout-algorithm
[9] https://twitter.com/polinode/status/676636952620220416/photo/1
[7] https://cards.twitter.com/cards/18ce53wth7k/r45h
[7] http://managementdisrupted.com/the-future-of-work-in-29-charts/
[7] https://app.polinode.com/networks/explore/5c75e47f1ca9da0013b0ea4a
[6] https://www.youtube.com/playlist?list=PLriUvS7IljvkBLqU4nPOZtAkp7rgpxjg1

[6] https://www.polinode.com/
[6] https://blog.polinode.com/index/2016/9/21/new-feature-api-functionality

Top URLs in Tweet in G3:
[27] https://www.polinode.com/networks/explore/58a76d6d9949030f009e67e5/58a76da89949030f009e67e7
[16] https://app.polinode.com/networks/explore/5ba80c53a050a200125dad1c/5ba8125d0ab7170012528e05
[8] https://data.world/drstevekramer/social-bot-detection-for-parkland-related-tweets-2018
[7] https://www.polinode.com/networks/explore/582d3d3b7605180f00b9eecd/582d3e8064f4b60f0093d6d2
[5] https://www.polinode.com/networks/explore/5897e42d3dbb5a0f00539f7f
[5] https://www.polinode.com/networks/explore/58b907eaf5048e0f005714da/58b9087faf78f60f00be16e2
[4] https://app.polinode.com/networks/explore/58099ef2a990ac0e00c7706e/58099ff8f7b3170e0058e578
[4] https://data.world/drstevekramer/trump-twitter-analysis-2017
[4] https://twitter.com/ParagonSci_Inc/status/989144884207550464/photo/1
[4] https://twitter.com/ParagonSci_Inc/status/967421827596324866/photo/1

Top URLs in Tweet in G4:
[19] https://www.polinode.com/polinode-and-nodexl-joint-webinar
[13] https://www.youtube.com/watch?t=8s&v=6syIwTVbrt0&feature=youtu.be
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245137
[11] https://www.youtube.com/watch?t=10s&v=6syIwTVbrt0&feature=youtu.be
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242783
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=163983
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246752
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243637
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239278
[8] https://app.polinode.com/networks/explore/5cdaa76c0f022b00136bc76d/5cdb63c10f022b00136bca7b

Top URLs in Tweet in G5:
[99] https://app.polinode.com/networks/explore/5de5f72121b15d0013498d5d
[1] https://twitter.com/SunPolitics/status/1203154908511457281
[1] https://twitter.com/PeterKGeoghegan/status/1203303399334326273
[1] https://twitter.com/PeterKGeoghegan/status/1203303909630107648
[1] https://app.polinode.com/networks/explore/5debe63e8511e50013005121
[1] https://traitorschart.com/
[1] https://zelo-street.blogspot.com/2019/12/sun-conspiracy-map-busted.html

Top URLs in Tweet in G6:
[14] https://twitter.com/intent/tweet?text=Beta&url=http://betalist.com/startups/polinode%3Futm_source%3Dnewsfeed%26utm_medium%3Datom%26utm_campaign%3Dstartup-20973&original_referer=
[13] https://ift.tt:443/1zHYXYC
[6] http://t.co/kZVp6SzCA6
[6] https://feedburner.google.com/fb/a/emailFlare?itemTitle=Polinode&uri=http://betalist.com/startups/polinode%3Futm_source%3Dnewsfeed%26utm_medium%3Datom%26utm_campaign%3Dstartup-20973
[6] http://t.co/qC1Dmw1sk3
[5] http://t.co/om6KlYJ9jT
[4] https://ift.tt:443/1KPVRFq
[4] https://www.polinode.com/
[4] http://t.co/nkJfEp5HH1
[4] http://t.co/hrcdLepUoR

Top URLs in Tweet in G7:
[2] https://app.polinode.com/networks/explore/5dcc7b2e10e872001376328d/5dcc7e6248fda30013c7eb0a
[2] https://app.polinode.com/networks/explore/5dcf39b588554f00136649f5/5dcf3b7988554f00136649f9
[1] https://app.polinode.com/signup
[1] https://twitter.com/nodo20chile/status/1194869942245560326/photo/1
[1] https://app.polinode.com/networks/explore/5e0dbb781fae0f0016367dce
[1] https://twitter.com/nodo20chile/status/1212804153698861057/photo/1
[1] https://app.polinode.com/networks/explore/5e0e91d31fae0f0016368add/5e0e99611fae0f0016368adf
[1] https://twitter.com/nodo20chile/status/1213164418210713600/photo/1
[1] https://twitter.com/nodo20chile/status/1212804507790434304/photo/1
[1] https://twitter.com/nodo20chile/status/1213165562018377728/photo/1

Top URLs in Tweet in G8:
[5] https://app.polinode.com/networks/explore/5b3817b409469d00133a3787
[2] https://twitter.com/FranciscaOrtizR/status/1367419050008150018/photo/1
[1] https://twitter.com/SnaConnect/status/1367134063228825606/photo/1
[1] https://news.educ.cam.ac.uk/sna-connect-cambridges-new-hub
[1] https://www.eventbrite.co.uk/e/connect-2021-registration-139635099341
[1] https://twitter.com/SnaConnect/status/1386333945537642504/photo/1
[1] https://twitter.com/SnaConnect/status/1369016972617334789/photo/1
[1] https://twitter.com/SnaConnect/status/1397554500668469255/photo/1
[1] https://twitter.com/polinode/status/1359983326061162497

Top URLs in Tweet in G9:
[3] https://twitter.com/NassimRETIERE/status/1462765767204687872?s=20&t=N4UoOkaBQCzqiDaf4VDOLw
[3] https://twitter.com/NassimRETIERE/status/1533415805538422784/photo/1
[1] https://twitter.com/StarlingHunter1/status/1492145338316214278/photo/1
[1] https://twitter.com/StarlingHunter1/status/1492146692694724611/photo/1
[1] https://twitter.com/StarlingHunter1/status/1615235325206429696/photo/1
[1] https://twitter.com/StarlingHunter1/status/1552235974997983235/photo/1
[1] https://twitter.com/i/moment_maker/preview/1302579984519892995
[1] https://twitter.com/i/moment_maker/preview/806564191377178624
[1] https://twitter.com/i/moment_maker/preview/898158078163640320
[1] https://twitter.com/i/moment_maker/preview/974019781492903936

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?t=10s&v=6syIwTVbrt0&feature=youtu.be
[1] https://twitter.com/KesterRatcliff/status/1179795423785099266
[1] https://twitter.com/conspirator0/status/900159380984934401/photo/1
[1] https://app.polinode.com/networks/explore/5bd0eb1d00e2e000129c0be7/5bd0ed1b00e2e000129c0be9
[1] https://twitter.com/ParagonSci_Inc/status/1055235350250037249/photo/1
[1] https://app.polinode.com/networks/explore/5ba80c53a050a200125dad1c/5ba8125d0ab7170012528e05
[1] https://rt.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[885] twitter.com
[615] polinode.com
[509] betalist.com
[172] nodexlgraphgallery.org
[58] youtube.com
[52] t.co
[37] fb.me
[34] ift.tt
[25] blogspot.com
[25] co.uk

Top Domains in Tweet in G1:
[497] betalist.com
[495] twitter.com
[1] hugedomains.com
[1] ift.tt
[1] linkplugapp.com

Top Domains in Tweet in G2:
[191] polinode.com
[111] twitter.com
[20] youtube.com
[18] blogspot.com
[12] commun.it
[7] managementdisrupted.com
[6] youtu.be
[6] uglyresearch.com
[5] com.au
[4] ift.tt

Top Domains in Tweet in G3:
[101] polinode.com
[77] twitter.com
[12] data.world
[2] rt.com
[1] oreil.ly
[1] wbur.org
[1] github.com
[1] technologyreview.com
[1] businessinsider.com
[1] vox.com

Top Domains in Tweet in G4:
[168] nodexlgraphgallery.org
[147] polinode.com
[87] twitter.com
[36] youtube.com
[25] fb.me
[4] co.uk
[3] linkedin.com
[3] vimeo.com
[3] blogspot.com
[3] hippasus.com

Top Domains in Tweet in G5:
[100] polinode.com
[3] twitter.com
[1] traitorschart.com
[1] blogspot.com

Top Domains in Tweet in G6:
[52] t.co
[38] twitter.com
[22] ift.tt
[19] polinode.com
[10] fb.me
[8] betalist.com
[8] google.com
[4] startupli.st
[3] t.ly
[3] zpr.io

Top Domains in Tweet in G7:
[10] polinode.com
[10] twitter.com
[1] commun.it

Top Domains in Tweet in G8:
[7] twitter.com
[5] polinode.com
[1] ac.uk
[1] co.uk

Top Domains in Tweet in G9:
[17] twitter.com
[4] nodexlgraphgallery.org
[2] polinode.com
[1] biorxiv.org
[1] oreilly.com

Top Domains in Tweet in G10:
[3] twitter.com
[2] polinode.com
[1] youtube.com
[1] rt.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[151] falseflag
[74] sna
[70] data
[41] ona
[41] dataviz
[41] hrtech
[39] hrtechconf
[39] startup
[36] bigdata
[33] sunbelt2018



Top Hashtags in Tweet in G1:
[1] followfriday

Top Hashtags in Tweet in G2:
[33] sna
[31] data
[23] dataviz
[23] startup
[20] analytics
[18] hrtechconf
[15] graphanalytics
[12] hranalytics
[12] ona
[12] hr

Top Hashtags in Tweet in G3:
[115] falseflag
[22] resist
[16] kavanaugh
[9] trump
[4] russia
[4] parklandshooting
[4] twitterlockout
[3] comeybook
[1] election2016
[1] brexit

Top Hashtags in Tweet in G4:
[37] data
[30] hrtech
[30] bigdata
[29] sna
[28] datascience
[26] ona
[25] shrm18
[24] cyborgs
[23] ai
[22] bots

Top Hashtags in Tweet in G6:
[7] startup
[5] polinode
[4] startups
[3] bigdata
[3] ux
[2] startuplist
[2] betalist
[2] nodexl
[2] periscope
[2] atc2016

Top Hashtags in Tweet in G7:
[12] sentinel
[11] holochain
[6] gameb
[6] sna
[6] constellation
[2] meaning
[2] dataviz
[2] transitionb
[2] freeism
[1] collectiveintelligence

Top Hashtags in Tweet in G8:
[5] sunbelt2018
[1] rstudio
[1] digitalhumanities
[1] sna

Top Hashtags in Tweet in G9:
[4] yourappisagraph
[4] lowcode
[2] linkedin
[2] hoot
[2] smmesure
[2] unosmire
[2] polinode
[2] sporet
[1] gameofthrones
[1] néovaleurrépublicaine

Top Hashtags in Tweet in G10:
[1] networkx
[1] python
[1] twint
[1] osint
[1] sna
[1] smint
[1] knowledgegraph
[1] wiki
[1] polinode
[1] falseflag

Top Words
Top Words in Tweet in Entire Graph:
[2393] polinode
[627] nodexl
[569] analyze
[561] twitter
[555] people
[542] relationships
[527] map
[525] between
[523] visualize
[513] betalist

Top Words in Tweet in G1:
[503] polinode
[499] betalist
[497] people
[497] visualize
[497] analyze
[497] relationships
[497] between
[497] map
[3] evertombcom
[3] usematerial

Top Words in Tweet in G2:
[557] polinode
[185] network
[168] twitter
[108] top
[102] 10
[102] interactive
[85] view
[78] influencers
[68] analysis
[64] interactions

Top Words in Tweet in G3:
[193] paragonsci_inc
[184] twitter
[173] bots
[132] wing
[125] right
[118] recent
[115] promoting
[115] explosive
[115] #falseflag
[115] devices

Top Words in Tweet in G4:
[943] polinode
[557] nodexl
[222] fmfrancoise
[145] twitter
[140] network
[131] top
[111] docassar
[105] webinar
[89] paragonsci_inc
[87] 10

Top Words in Tweet in G5:
[99] peterkgeoghegan
[97] behind
[96] possibly
[96] story
[96] k9h16rrntf
[96] ian
[96] worse
[96] murray
[96] imagined
[96] co

Top Words in Tweet in G6:
[115] polinode
[24] relationships
[23] people
[21] diigo
[20] between
[19] tool
[16] information
[15] collecting
[14] network
[12] hr

Top Words in Tweet in G7:
[42] nodo20chile
[20] polinode
[19] share
[18] made
[18] constellation
[14] pierre_markuse
[13] analysis
[13] network
[13] comments
[12] #sentinel

Top Words in Tweet in G8:
[42] snaconnect
[29] polinode
[25] social
[19] network
[19] students
[18] graduate
[16] 10
[14] dr
[13] analysis
[12] calling

Top Words in Tweet in G9:
[27] polinode
[23] starlinghunter1
[19] elrondnetwork
[17] wesleybkress
[9] this0499154500
[9] another
[9] graph
[9] providers
[9] staking
[9] follow

Top Words in Tweet in G10:
[5] polinode
[4] nodexl
[3] twitter
[3] accounts
[3] bots
[3] paragonsci_inc
[2] code
[2] transitive
[2] preferably
[2] conspirator0

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[520] relationships,between
[519] between,people
[515] visualize,analyze
[507] map,visualize
[506] analyze,relationships
[506] polinode,map
[499] betalist,polinode
[232] polinode,nodexl
[196] top,10
[175] interactive,network

Top Word Pairs in Tweet in G1:
[497] relationships,between
[497] polinode,map
[497] visualize,analyze
[497] map,visualize
[497] between,people
[497] analyze,relationships
[495] betalist,polinode
[3] last,week's
[3] evertombcom,hellohiredhq
[3] riffiti,sportstar

Top Word Pairs in Tweet in G2:
[98] top,10
[92] interactive,network
[86] 10,twitter
[82] view,interactive
[63] twitter,influencers
[58] polinode,view
[53] network,twitter
[51] network,analysis
[50] influencers,total
[43] twitter,interactions

Top Word Pairs in Tweet in G3:
[139] twitter,bots
[125] right,wing
[115] narrative,recent
[115] explosive,devices
[115] promoting,#falseflag
[115] wing,twitter
[115] bots,promoting
[115] #falseflag,narrative
[115] recent,explosive
[114] paragonsci_inc,right

Top Word Pairs in Tweet in G4:
[222] polinode,nodexl
[113] nodexl,polinode
[85] top,10
[81] fmfrancoise,polinode
[75] exports,polinode
[70] 10,twitter
[70] interactive,network
[69] nodexl,pro
[62] polinode,view
[60] view,interactive

Top Word Pairs in Tweet in G5:
[96] ian,murray
[96] co,k9h16rrntf
[96] imagined,co
[96] worse,possibly
[96] story,worse
[96] possibly,imagined
[96] behind,story
[96] k9h16rrntf,ian
[95] 'research',behind
[95] peterkgeoghegan,'research'

Top Word Pairs in Tweet in G6:
[20] relationships,between
[19] between,people
[17] polinode,tool
[15] collecting,information
[15] tool,collecting
[15] information,relationships
[11] people,example
[10] enterprise,account
[10] example,works
[10] polinode,palantir

Top Word Pairs in Tweet in G7:
[12] #sentinel,family
[12] made,visualization
[12] hey,#sentinel
[12] visualization,share
[12] share,constellation
[12] family,made
[11] nodo20chile,hey
[11] constellation,#senti
[10] graphic,analysis
[10] #holochain,network

Top Word Pairs in Tweet in G8:
[18] graduate,students
[13] network,analysis
[13] social,network
[12] time,register
[12] analysis,still
[12] calling,social
[12] still,time
[12] social,science
[12] science,graduate
[12] interested,social

Top Word Pairs in Tweet in G9:
[9] elrondnetwork,staking
[9] wesleybkress,polinode
[9] staking,providers
[8] graph,shows
[8] starlinghunter1,wesleybkress
[8] another,telegram
[8] one,another
[8] shows,elrondnetwork
[8] telegram,nodes
[8] colored,according

Top Word Pairs in Tweet in G10:
[2] find,transitive
[2] transitive,associates
[2] twitter,bots
[2] modify,find

Top Replied-To
Top Replied-To in Entire Graph:
@polinode
@andpitts
@paragonsci_inc
@nodo20chile
@wattsnextben
@starlinghunter1
@david_green_uk
@fmfrancoise
@ceciliaclark923
@stroketattler

Top Replied-To in G1:
@polinode

Top Replied-To in G2:
@polinode
@andpitts
@seanlawson
@deoonda
@acaguy
@fahd09
@b2bspecialist
@mzargham
@martinhoyes
@contrarybass

Top Replied-To in G3:
@paragonsci_inc
@jonathonmorgan
@j_j_thompson
@honorabletech
@peteskomoroch
@andpitts
@chrisalbon
@jimsciutto

Top Replied-To in G4:
@polinode
@wattsnextben
@andpitts
@david_green_uk
@fmfrancoise
@ceciliaclark923
@marc_smith
@stroketattler
@docassar
@untouchdesigns

Top Replied-To in G5:
@peterkgeoghegan
@sherridingle
@curtistmann
@gilesudy
@zelo_street

Top Replied-To in G7:
@nodo20chile
@polinode
@helioscomm
@fer_ananda
@mustuner2
@copernicusems
@pospigos
@nickredmark

Top Replied-To in G8:
@snaconnect
@polinode

Top Replied-To in G9:
@starlinghunter1
@this0499154500
@moehlert
@sun_lambda
@yveshanoulle
@adrian_web_dev
@white_owly

Top Replied-To in G10:
@scipytip
@conspirator0
@jakecreps

Top Mentioned
Top Mentioned in Entire Graph:
@polinode
@betalist
@nodexl
@paragonsci_inc
@fmfrancoise
@andpitts
@peterkgeoghegan
@ssxman2
@docassar
@david_green_uk

Top Mentioned in G1:
@betalist
@polinode
@tackkle
@minutemailer
@usematerial
@onlythose
@sportstar
@evertombcom

Top Mentioned in G2:
@polinode
@nodexl
@andpitts
@david_green_uk
@martinhoyes
@paragonsci_inc
@inhersight
@hrcurator
@josh_bersin

Top Mentioned in G3:
@paragonsci_inc
@jonathonmorgan
@polinode
@intelwire
@pacoid
@datadotworld
@benimmo
@chrisalbon

Top Mentioned in G4:
@polinode
@nodexl
@fmfrancoise
@paragonsci_inc
@ssxman2
@docassar
@andpitts
@wattsnextben
@chidambara09
@david_green_uk

Top Mentioned in G5:
@peterkgeoghegan
@andrewbartletta
@jamesdoleman
@otto_english
@pguk10
@opendemocracy
@milesking10
@curtistmann
@zelo_street

Top Mentioned in G6:

Top Mentioned in G7:
@nodo20chile
@polinode
@pierre_markuse
@copernicuseu
@jim_rutt
@copernicusems
@gena_d
@bzgeo
@thercti_rcmrd
@alexindia1

Top Mentioned in G8:
@snaconnect
@polinode
@gil_viry
@edinburghuni
@camdighum
@ssrmp_cambridge
@cambridge_uni
@camedfac
@nodexl
@ucsandiego

Top Mentioned in G9:
@polinode
@wesleybkress
@starlinghunter1
@clutch_m4gzz
@jonkernpa
@this0499154500
@thechannelsurfr
@andpitts

Top Mentioned in G10:
@polinode
@nodexl
@paragonsci_inc
@networkfact
@katestarbird
@smr_foundation
@fbi
@securedemocracy
@marc_smith
@dd_nana_

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@sikecilmarmut
@javascriptd
@botraj1
@evankirstel
@thehill
@o_fabriciosouza
@allchanges
@elkehollings
@dataaugmented

Top Tweeters in G1:
@scottpvalentine
@janankerstjerne
@waltika
@yvesmulkers
@hariaiyer
@cheekypromo
@osvaldo_villar
@ktorz
@sheriaricherson
@iamgodgifted

Top Tweeters in G2:
@javascriptd
@alevergara78
@ottlegalrebels
@thenicebot
@washingtonpost
@martingaedt
@doserre
@mariuskarma
@afeliop
@twopmjunction

Top Tweeters in G3:
@evankirstel
@thehill
@lorettabower3
@justwhatnowwhy
@profsunnysingh
@sba1211
@wellness4you13
@sherrilee7
@markplackett1
@tinamorphis

Top Tweeters in G4:
@chidambara09
@botraj1
@o_fabriciosouza
@dataaugmented
@godfrey_g_
@friday_js_bot
@ssxman2
@fintechna
@underthecrood
@devvibesbot

Top Tweeters in G5:
@allchanges
@hazelglasgow
@gracemurphy2
@jpjanson
@ollieglanvill
@ks_1968
@christinamclar1
@martindvz
@grahammoore11
@perthshiremags

Top Tweeters in G6:
@ultravaganza
@nodenow
@imax111
@correctdesign
@click89sure
@stevencarraher
@click88sure
@muzaffar1969
@gurkanilhanfb
@postsabuy2018

Top Tweeters in G7:
@sikecilmarmut
@erictoulorge
@fjvjjo
@occupymars2025
@gazzema
@themapaddict
@copernicuseu
@bzgeo
@miskaknapek
@stracma

Top Tweeters in G8:
@dynamicssiam
@digtalhumanatee
@dr_d_allington
@botlabhd
@alfonsolangle
@uned
@ucsandiego
@edfaclib
@cambridge_uni
@cliovis

Top Tweeters in G9:
@sun_lambda
@pytyser
@moehlert
@yveshanoulle
@white_owly
@nassimretiere
@wesleybkress
@erd0xbc
@this0499154500
@elonmusk

Top Tweeters in G10:
@eliothiggins
@ushadrons
@dd_nana_
@luvstoospooj
@conspirator0
@dougiefreshii
@trip_elix
@eldermld1
@josh_emerson
@mollymckew