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Connected Action_2023-01-15_16-10-26.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2023
Short Description:
Connected Action via NodeXL https://bit.ly/3XBqgSH
@jujuliagrace
@friends_earth
@globalunion3
@unep
@shivstan_3
@lindahurrell
@mervynparry
@debbiedebsleo
@mc_mle
@nasare_shailesh

Top hashtags:
#thunivu
#onehealth
#thala
#chatgpt
#veerasimhareddy
#california

Description:
Description
The graph represents a network of 5,117 Twitter users whose recent tweets contained "Connected Action", 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 00:12 UTC.

The tweets in the network were tweeted over the 3562-day, 19-hour, 16-minute period from Sunday, 14 April 2013 at 04:56 UTC to Sunday, 15 January 2023 at 00:12 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 : 5117
Unique Edges : 1154
Edges With Duplicates : 9234
Total Edges : 10388
Number of Edge Types : 9
Retweet : 4328
MentionsInRetweet : 4684
Replies to : 234
MentionsInReplyTo : 431
Mentions : 124
Tweet : 537
Quote : 20
MentionsInQuote : 25
MentionsInQuoteReply : 5
Self-Loops : 640
Reciprocated Vertex Pair Ratio : 0.0107737512242899
Reciprocated Edge Ratio : 0.0213178294573643
Connected Components : 517
Single-Vertex Connected Components : 265
Maximum Vertices in a Connected Component : 3034
Maximum Edges in a Connected Component : 6453
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 2.229096
Graph Density : 0.000197107771959448
Modularity : 0.418768
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,117 Twitter users whose recent tweets contained "Connected Action", 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 00:12 UTC.

The tweets in the network were tweeted over the 3562-day, 19-hour, 16-minute period from Sunday, 14 April 2013 at 04:56 UTC to Sunday, 15 January 2023 at 00:12 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 : Connected Action
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:
[4] https://twitter.com/LilGoldSimba/status/1611633051393757184/photo/1
[4] https://twitter.com/AlHadiAssociat3/status/1612749867918708736/photo/1
[4] https://www.abc.net.au/news/2023-01-12/lonely-or-socially-isolated-australians-less-connected/101847300?utm_campaign=abc_news_web&utm_content=twitter&utm_medium=content_shared&utm_source=abc_news_web
[4] https://twitter.com/BethHalterman/status/1613965486546354176/photo/1
[4] https://twitter.com/the_red_miners/status/1611271968912969729/photo/1
[4] https://twitter.com/SolitaireDTM/status/1613114739139268608/photo/1
[4] https://twitter.com/LukeSMurphy/status/1612928309377241090/photo/1
[4] https://www.unep.org/resources/publication/one-health-joint-plan-action-2022-2026
[4] https://twitter.com/Kryptonian_Cafe/status/1612487725609005058/photo/1
[4] https://twitter.com/AlarmDotCom/status/1612563954005602304/photo/1

Top URLs in Tweet in G1:
[2] https://actionnetwork.org/letters/mps-pledge-to-revivethenhs-this-winter/
[1] https://twitter.com/JujuliaGrace/status/1611370477179510786/photo/1
[1] https://twitter.com/JujuliaGrace/status/1611259575407198209/photo/1

Top URLs in Tweet in G2:
[4] https://twitter.com/SolitaireDTM/status/1613114739139268608/photo/1
[2] https://twitter.com/easychoicewire/status/1613282874295308309/photo/1
[2] https://twitter.com/chito900900/status/1613321562232610824/photo/1
[2] https://arxiv.org/abs/2301.05129v1
[1] https://epicenter-nyc.com/will-kaplan/
[1] https://www.instagram.com/p/CnTPA9KLXTh/
[1] https://twitter.com/happyrunningmom/status/1613387633626910727/photo/1
[1] https://worldnewsinpictures.com/australians-connected
[1] https://twitter.com/WrldNewsInPics/status/1613418064669966336/photo/1
[1] https://momence.com/Aly-F-Canavan/ENVISION-YOUR-LIFE-WORKSHOP/81332026

Top URLs in Tweet in G3:
[1] https://www.theguardian.com/uk-news/2023/jan/09/entrenched-car-culture-leaves-millions-of-britons-in-transport-poverty
[1] https://green-alliance.org.uk/publication/green-uplift-how-a-net-zero-economy-can-reduce-fuel-and-transport-poverty/
[1] https://twitter.com/GreenAllianceUK/status/1612463661628399616/photo/1

Top URLs in Tweet in G6:
[3] https://twitter.com/teori_moa/status/1612356927660621824/photo/1
[2] https://twitter.com/teori_moa/status/1612103390112403463/photo/1
[1] https://twitter.com/teori_moa/status/1612103390112403463

Top URLs in Tweet in G7:
[4] https://www.unep.org/resources/publication/one-health-joint-plan-action-2022-2026
[3] https://twitter.com/i/status/1604446432550961152/video/1
[1] https://friendsoftheearth.uk/climate/myth-buster-china-and-indias-carbon-emissions

Top URLs in Tweet in G10:
[1] https://fightforthefuture.org/actions/stop-the-senate-from-sneaking-through-total-surveillance-of-the-crypto-economy/
[1] https://twitter.com/krakenfx/status/1423750761083719683/photo/1

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[54] thunivu
[53] onehealth
[28] thala
[26] chatgpt
[20] veerasimhareddy
[16] california
[13] chainlink
[13] proofofreserves
[12] chan2023
[12] obatejakulasidini



Top Hashtags in Tweet in G2:
[12] obatejakulasidini
[3] greatestfootballseason
[2] mydstvapp
[2] goals
[2] waltairveerayyareview
[2] russellwest
[2] leaguepass
[2] freestreams
[2] dstvbw
[1] running

Top Hashtags in Tweet in G4:
[2] shivthakare
[1] shivistheboss

Top Hashtags in Tweet in G6:
[1] txt_daydream
[1] temptation
[1] tomorrow_x_together

Top Hashtags in Tweet in G7:
[53] onehealth
[4] antimicrobialresistance
[1] un
[1] unep

Top Words
Top Words in Tweet in Entire Graph:
[4561] action
[3003] please
[2982] jujuliagrace
[2833] nhs
[2721] think
[2716] government
[2715] save
[2714] lives
[2713] single
[2712] mp

Top Words in Tweet in G1:
[2814] please
[2812] nhs
[2810] jujuliagrace
[2696] lives
[2696] action
[2695] mp
[2695] save
[2693] single
[2693] think
[2693] pushing

Top Words in Tweet in G2:
[370] action
[366] connected
[264] make
[260] keep
[259] moving
[258] success
[256] successful
[256] seems
[255] quit
[253] mistakes

Top Words in Tweet in G3:
[168] please
[168] jujuliagrace
[152] done
[152] 11
[152] once
[152] brilliant
[152] conn
[152] retweet
[152] follow
[152] 10

Top Words in Tweet in G4:
[165] success
[165] people
[165] quit
[165] action
[165] connected
[165] successful
[165] mistakes
[165] keep
[165] moving
[165] seems

Top Words in Tweet in G5:
[101] mistakes
[101] action
[101] quit
[101] success
[101] connected
[101] make
[101] keep
[101] successful
[101] moving
[101] seems

Top Words in Tweet in G6:
[83] clothing
[82] whose
[82] action
[82] role
[82] live
[82] previously
[82] seen
[82] determine
[81] cart
[81] teori_moa

Top Words in Tweet in G7:
[106] health
[55] connected
[53] people
[53] shared
[53] approach
[53] animals
[53] closely
[53] environment
[53] #onehealth
[48] crucial

Top Words in Tweet in G8:
[83] keep
[83] success
[83] successful
[83] mistakes
[83] seems
[83] make
[83] action
[83] connected
[83] moving
[67] goat

Top Words in Tweet in G9:
[60] keep
[60] success
[60] successful
[60] mistakes
[60] seems
[60] quit
[60] make
[60] action
[60] connected
[60] moving

Top Words in Tweet in G10:
[56] call
[56] 9518
[56] take
[56] alert
[56] senator
[56] late
[56] action
[56] connected
[56] 200
[56] before

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2712] save,lives
[2712] action,save
[2710] government,action
[2710] single,mp
[2710] lives,nhs
[2710] mp,pushing
[2710] pushing,government
[2710] nhs,please
[2710] think,single
[2709] jujuliagrace,think

Top Word Pairs in Tweet in G1:
[2695] action,save
[2695] save,lives
[2693] lives,nhs
[2693] government,action
[2693] mp,pushing
[2693] pushing,government
[2693] think,single
[2693] single,mp
[2693] nhs,please
[2692] jujuliagrace,think

Top Word Pairs in Tweet in G2:
[277] connected,action
[258] keep,moving
[256] action,successful
[255] seems,connected
[253] make,mistakes
[253] moving,make
[243] success,seems
[239] successful,people
[239] people,keep
[172] conrad,hilton

Top Word Pairs in Tweet in G3:
[152] once,ve
[152] 11,naylerlisapink
[152] retweet,ll
[152] brilliant,once
[152] d_rafi1,11
[152] jujuliagrace,10
[152] 10,d_rafi1
[152] done,please
[152] naylerlisapink,brilliant
[152] follow,conn

Top Word Pairs in Tweet in G4:
[165] make,mistakes
[165] action,successful
[165] mistakes,quit
[165] connected,action
[165] seems,connected
[165] keep,moving
[165] successful,people
[165] people,keep
[165] moving,make
[165] success,seems

Top Word Pairs in Tweet in G5:
[101] make,mistakes
[101] action,successful
[101] mistakes,quit
[101] connected,action
[101] seems,connected
[101] keep,moving
[101] moving,make
[101] success,seems
[73] quit,goat
[73] successful,people

Top Word Pairs in Tweet in G6:
[82] clothing,live
[82] live,action
[82] role,seen
[82] whose,role
[82] seen,clothing
[82] previously,determine
[82] determine,whose
[81] teori_moa,previously
[81] action,cart
[2] lost,boys

Top Word Pairs in Tweet in G7:
[53] animals,shared
[53] closely,connected
[53] health,animals
[53] environment,#onehealth
[53] shared,environment
[53] people,closely
[53] #onehealth,approach
[53] health,people
[53] connected,health
[48] approach,crucial

Top Word Pairs in Tweet in G8:
[83] success,seems
[83] action,successful
[83] keep,moving
[83] seems,connected
[83] moving,make
[83] make,mistakes
[83] connected,action
[51] people,keep
[51] successful,people
[38] mistakes,quit

Top Word Pairs in Tweet in G9:
[60] success,seems
[60] people,keep
[60] action,successful
[60] keep,moving
[60] seems,connected
[60] moving,make
[60] successful,people
[60] quit,mr
[60] mistakes,quit
[60] make,mistakes

Top Word Pairs in Tweet in G10:
[56] connected,senator
[56] alert,take
[56] 9518,automatically
[56] 200,9518
[56] before,late
[56] red,alert
[56] late,call
[56] automatically,connected
[56] 517,200
[56] action,before

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jujuliagrace
@d_rafi1
@naylerlisapink
@shivstan_3
@teori_moa
@krakenfx
@maduraicinemas
@unep
@nasare_shailesh

Top Mentioned in G1:
@jujuliagrace
@everydoctoruk
@yemso
@drmusical
@megs1970
@alancourtners
@childchestdoc
@revivethenhs
@andrewmeyerson
@d_rafi1

Top Mentioned in G2:
@aftab85149
@civilengacad
@mattbrownim

Top Mentioned in G3:
@jujuliagrace
@d_rafi1
@naylerlisapink
@bikeisbesthq
@greenallianceuk

Top Mentioned in G4:
@shivstan_3
@shiv_squad68
@blackkhabrii
@jayitac52302722
@ganeshbhoi19
@vootselect

Top Mentioned in G5:
@nasare_shailesh
@iambivays
@sid73829358
@lagjagaleeee
@bb16winner
@ormaxmedia

Top Mentioned in G6:
@teori_moa
@txt_members
@txt_bighit

Top Mentioned in G7:
@unep
@friends_earth
@jujuliagrace
@uninindia
@shaunakcy

Top Mentioned in G8:
@ni_cooltweet
@dheerusingh122
@nirajmalhotra
@shivstan_3
@nasare_shailesh

Top Mentioned in G9:

Top Mentioned in G10:
@krakenfx

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@airtel_presence
@jiocare
@teamyoutube
@marshawright
@tmobilehelp
@kenyapower_care
@mobiquotes
@cobaltmale
@roblwilson

Top Tweeters in G1:
@cobaltmale
@sandradunn1955
@fiona_fionnagal
@60sparkle
@mconway70
@j_sutherland2
@hausofrushdi
@vespasian91
@yllekonadnerb
@juliecuninghame

Top Tweeters in G2:
@mobiquotes
@hanrena_bts1031
@lifecoachmary
@3ty3
@mingbot1
@aftab85149
@vocedaustralia
@acknowledgedme
@kiplingifby
@genieshwang

Top Tweeters in G3:
@roblwilson
@sallywe98901725
@margaretdunne13
@gaynorann46
@robertfillies1
@rashelltamina
@westheweasel
@moneerelmasseek
@macwulfie
@exoxonlad

Top Tweeters in G4:
@aratan22
@bhaskargarg16
@swapnilt45
@vishal5660
@kpk50719166
@sachin57027468
@ganeshbhoi19
@girlypeace1
@pratik__1234
@keshwanibackup

Top Tweeters in G5:
@jadejaba5
@nasare_shailesh
@reshma_wilma
@shubham200218
@divyani19227241
@pratik527
@lagjagaleeee
@sitalnatural
@sid73829358
@iambivays

Top Tweeters in G6:
@gyuround
@dearjukev
@sereinyxra
@kim_taejim72
@qbeelover
@kyusarin03
@yoloyolo247365
@namseoksoogyu
@gyuujeans
@btxtiyyih

Top Tweeters in G7:
@dudeneyn
@nomoreslaves
@lindahurrell
@allangpaterson
@richardmunang
@silvipastured
@adpucci
@globalunion3
@suncemore1
@willowhollybee

Top Tweeters in G8:
@shivfan16
@shivfan18
@ni_cooltweet
@abhi09199
@shivfan17
@pravin89790261
@aaku1145
@bheloseashvinee
@shivadi30349123
@milangosrani

Top Tweeters in G9:
@anubhageria07
@pragatitweets1
@mariaramosallah
@sajila_nazeer
@divyahe90686251
@pallavihj6
@aha17bd
@divyabangera6
@zeebee14dee
@_suhana_99

Top Tweeters in G10:
@sinclock0521
@fuumero_03
@krakenfx
@morimorimarimo1
@sjworld4545
@takumintyoru528
@al_amoorah
@ehs_trojans
@0924naburin
@itzallanna21