Connected Action, Twitter, 9/22/2019 1:51:33 AM, 210510


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Connected Action_2019-09-21_18-37-04.xlsx
Connected Action_2019-09-21_18-37-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 22, 2019
Short Description:
Connected Action via NodeXL http://bit.ly/30l1JXK
@offstephenzhang
@everytown
@momsdemand
@greenpeace
@annejohansen16
@mslisahendricks
@woodlandtrust
@urbanwitch9
@elyasgarad
@tracym81

Top hashtags:
#alwaysfootballtime
#endgunviolence
#ancientwoodland
#vawa
#act4sdgs

Description:
Description
The graph represents a network of 4,047 Twitter users whose tweets in the requested range contained "Connected Action", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 22 September 2019 at 01:38 UTC.

The requested start date was Sunday, 22 September 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 16-hour, 23-minute period from Sunday, 08 September 2019 at 00:04 UTC to Friday, 20 September 2019 at 16:27 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 : 4047
Unique Edges : 4593
Edges With Duplicates : 467
Total Edges : 5060
Number of Edge Types : 3
Mentions : 4252
Replies to : 189
Tweet : 619
Self-Loops : 619
Reciprocated Vertex Pair Ratio : 0.0155184575593699
Reciprocated Edge Ratio : 0.0305626302384811
Connected Components : 636
Single-Vertex Connected Components : 247
Maximum Vertices in a Connected Component : 711
Maximum Edges in a Connected Component : 1035
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.926293
Graph Density : 0.000263769223731877
Modularity : 0.837352
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] http://www.theunitedstateofwomen.org/vawa
[6] https://urbantransitions.global/urban-opportunity/
[6] https://bit.ly/2m1G3xr
[5] https://www.koahusa.org/
[5] https://vimeo.com/359509830/19f31ec157
[4] https://tomleblancpt.com/
[4] https://twitter.com/higginsgggg/status/1173692604828905472?s=19
[3] https://ix.xpromos.com/webinar-registration
[3] https://www.redcross.org.uk/shadowreport
[2] https://www.telegraph.co.uk/technology/2019/09/16/o2-samsung-work-5g-connected-ambulances-nhs/

Top URLs in Tweet in G2:
[1] https://www.washingtonpost.com/politics/2019/08/21/it-takes-about-three-weeks-americans-stop-paying-attention-after-mass-shooting/
[1] https://twitter.com/MomsDemand/status/1171499971348025351
[1] https://twitter.com/MomsDemand/status/1174075999241342977
[1] https://twitter.com/MomsDemand/status/1175081461713707008
[1] https://www.washingtonpost.com/opinions/corporate-america-has-a-word-on-guns-will-mcconnell-listen-now/2019/09/13/6e157a34-d64d-11e9-9343-40db57cf6abd_story.html?arc404=true
[1] https://twitter.com/ap/status/1174939820604346368
[1] https://twitter.com/MomsDemand/status/1173994275689959424
[1] https://patagonia.com/
[1] https://twitter.com/winterpersists/status/1174075731804139522
[1] https://twitter.com/designartmusic/status/1174110939773145088

Top URLs in Tweet in G4:
[5] https://www.koahusa.org/
[4] https://tomleblancpt.com/
[3] https://ix.xpromos.com/webinar-registration
[2] https://www.theguardian.com/business/2019/sep/11/retailers-call-for-action-as-high-street-store-closures-soar
[2] https://www.ustelecom.org/action-center-connected-candidate/
[2] https://proptimise.co.uk/
[1] http://www.betconnect.com/
[1] https://twitter.com/m_dannenberg1/status/1170516597418708992
[1] http://www.gailangelo.com/from-effective-action-to-strategic-vision/
[1] https://www.out.com/transgender/2019/9/06/new-yorkers-establish-bail-fund-rescue-trans-women-jail

Top URLs in Tweet in G6:
[1] https://www.environewsnigeria.com/six-nigerian-youth-activists-to-attend-un-climate-summit/
[1] https://twitter.com/sharon_ikeazor/status/1173278970143543296
[1] http://stream.aljazeera.com/story/201909162247-0025918
[1] https://buff.ly/2AqTDyi

Top URLs in Tweet in G8:
[12] http://www.theunitedstateofwomen.org/vawa
[1] https://www.instagram.com/p/B2XKmnTlbXX/?igshid=gsrfrvigphow

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[103] alwaysfootballtime
[86] endgunviolence
[58] ancientwoodland
[45] vawa
[42] act4sdgs
[31] worldsuicidepreventionday
[28] sdgsstorysummit
[21] happeningnow
[19] obatejakulasidini
[14] 5g



Top Hashtags in Tweet in G2:
[85] endgunviolence
[2] enough
[1] massacremitch
[1] backgroundchecksnow
[1] bgc
[1] redflaglawssavelives

Top Hashtags in Tweet in G3:
[1] barnaby
[1] auspol

Top Hashtags in Tweet in G4:
[19] obatejakulasidini
[6] bethe1to
[6] motivation
[5] alwaysfootballtime
[4] mondaymotivation
[4] success
[4] inspirational
[3] me
[3] unstoppable
[3] customerjourney

Top Hashtags in Tweet in G5:
[1] rt

Top Hashtags in Tweet in G6:
[41] act4sdgs
[28] sdgsstorysummit
[21] happeningnow
[14] sdgsactionwalk
[13] action17
[6] renovatezangodaji
[4] sdgsstory
[3] greatgreenwall
[2] followthemoneykenya
[2] sdg2

Top Hashtags in Tweet in G7:
[1] savetheamazon
[1] rt

Top Hashtags in Tweet in G8:
[45] vawa
[12] iouaction
[1] action

Top Hashtags in Tweet in G9:
[2] prabhas
[1] saaho

Top Hashtags in Tweet in G10:
[1] asc19

Top Words
Top Words in Tweet in Entire Graph:
[4538] Words in Sentiment List#1: Positive
[2828] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[85128] Non-categorized Words
[92494] Total Words
[2968] action
[2643] connected
[1497] people
[1496] keep
[1438] make

Top Words in Tweet in G1:
[711] success
[711] seems
[711] connected
[711] action
[711] successful
[711] people
[711] keep
[711] moving
[711] make
[711] mistakes

Top Words in Tweet in G2:
[249] text
[245] checks
[211] action
[197] 644
[197] 33
[188] senators
[181] momsdemand
[173] take
[149] connected
[145] gun

Top Words in Tweet in G3:
[250] b
[250] tested
[250] 4
[250] drugs
[249] littleproud
[249] sure
[249] causes
[249] global
[249] boiling
[249] liu

Top Words in Tweet in G4:
[383] connected
[371] action
[225] make
[220] keep
[218] seems
[216] successful
[216] moving
[212] mistakes
[212] success
[209] quit

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

Top Words in Tweet in G6:
[109] action
[46] deaninitiative
[41] #act4sdgs
[41] mobilization
[40] theglobalgoals
[36] s
[32] voice
[32] nigeria
[31] strong
[31] young

Top Words in Tweet in G7:
[125] investors
[125] companies
[124] amazon
[123] world
[123] leading
[123] publicly
[123] calling
[123] take
[123] urgent
[123] action

Top Words in Tweet in G8:
[144] itsonus
[143] usowomen
[95] calling
[95] national
[71] senators
[67] act
[61] urge
[61] violence
[60] against
[60] women

Top Words in Tweet in G9:
[78] action
[78] body
[78] more
[78] connected
[72] huge
[72] heroes
[72] take
[72] credits
[72] here
[72] double

Top Words in Tweet in G10:
[63] lethal
[63] survivable
[63] connected
[63] f
[63] 35
[63] deptofdefense's
[63] national
[63] defense
[63] strategy
[63] action

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1444] connected,action
[1407] keep,moving
[1403] seems,connected
[1401] action,successful
[1389] moving,make
[1382] make,mistakes
[1346] successful,people
[1345] success,seems
[1345] people,keep
[1251] mistakes,quit

Top Word Pairs in Tweet in G1:
[711] success,seems
[711] seems,connected
[711] connected,action
[711] action,successful
[711] successful,people
[711] people,keep
[711] keep,moving
[711] moving,make
[711] make,mistakes
[711] mistakes,quit

Top Word Pairs in Tweet in G2:
[200] text,checks
[197] checks,644
[197] 644,33
[143] 33,connected
[112] take,action
[82] connected,senators
[81] action,gun
[81] gun,violence
[72] senators,demand
[70] demand,take

Top Word Pairs in Tweet in G3:
[250] b,tested
[250] tested,4
[250] 4,drugs
[249] drugs,littleproud
[249] littleproud,sure
[249] sure,causes
[249] causes,global
[249] global,boiling
[249] boiling,liu
[249] liu,recall

Top Word Pairs in Tweet in G4:
[239] connected,action
[218] seems,connected
[216] keep,moving
[215] action,successful
[212] moving,make
[212] make,mistakes
[191] success,seems
[182] successful,people
[182] people,keep
[152] mistakes,quit

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

Top Word Pairs in Tweet in G6:
[37] action,mobilization
[31] strong,voice
[30] chief,activist
[30] activist,codeactivist
[30] codeactivist,leading
[30] leading,strong
[30] voice,young
[30] young,people
[30] people,nigeria
[30] nigeria,mobilizes

Top Word Pairs in Tweet in G7:
[123] world,leading
[123] leading,investors
[123] investors,publicly
[123] publicly,calling
[123] calling,companies
[123] companies,take
[123] take,urgent
[123] urgent,action
[123] action,amazon
[123] amazon,forest

Top Word Pairs in Tweet in G8:
[106] itsonus,usowomen
[95] usowomen,calling
[95] calling,national
[60] violence,against
[60] against,women
[60] women,act
[52] national,day
[51] urge,senators
[51] senators,secure
[50] 25th,anniversary

Top Word Pairs in Tweet in G9:
[78] more,connected
[72] huge,heroes
[72] heroes,take
[72] take,credits
[72] credits,action
[72] action,here
[72] here,body
[72] body,double
[72] double,feel
[72] feel,more

Top Word Pairs in Tweet in G10:
[63] lethal,survivable
[63] survivable,connected
[63] connected,f
[63] f,35
[63] 35,deptofdefense's
[63] deptofdefense's,national
[63] national,defense
[63] defense,strategy
[63] strategy,action
[63] action,delivering

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@offstephenzhang
@elyasgarad
@davidroads
@momsdemand
@greenpeace
@itsonus
@usowomen
@everytown
@pubzudarlingye
@deptofdefense

Top Mentioned in G1:
@offstephenzhang

Top Mentioned in G2:
@momsdemand
@everytown
@mslisahendricks
@walmart
@housegvp
@pranavnandadc
@senatedems
@sencortezmasto
@senjackyrosen
@edna_mariee

Top Mentioned in G3:
@elyasgarad

Top Mentioned in G4:
@meredithe
@mattbrownim
@helman43665324
@tarastar777
@_rachelandersen
@askhistorians
@stacyluft
@billjryan
@eddytrio

Top Mentioned in G5:
@davidroads

Top Mentioned in G6:
@deaninitiative
@theglobalgoals
@codeactivist
@sdgsstories
@s
@connected_dev
@nileuni
@rosyomon
@ossap_sdgs
@youthhubafrica

Top Mentioned in G7:
@greenpeace
@everytown

Top Mentioned in G8:
@itsonus
@usowomen
@valeriejarrett
@katrobinson1
@vshabo
@momsdemand
@youngertv
@annnakia
@pranavnandadc
@housegvp

Top Mentioned in G9:
@pubzudarlingye
@sg_flowery

Top Mentioned in G10:
@deptofdefense
@thef35
@airforceassoc
@lockheedmartin

Top Tweeters
Top Tweeters in Entire Graph:
@montenegro_emil
@marshawright
@tmobilehelp
@prinzgbemi
@alllibertynews
@syungalangpo
@jurylady5
@lennaleprena
@applesupport
@libertad717

Top Tweeters in G1:
@analupe2017
@dimulya2011
@nebroshu
@ukraini
@gantar611
@franciaarcia
@aburukin0901
@karmazin_v
@eremehe
@palbike

Top Tweeters in G2:
@lisakbromley
@walmart
@syr829
@tommoftlawley
@girlzinger
@sba1211
@lawgirl318
@thelovelygirl
@leoluminary
@digitalmaverick

Top Tweeters in G3:
@jurylady5
@lennaleprena
@nobby15
@davidbewart
@3wombats
@blanketcrap
@suthernx
@danascully2
@corruptnsw
@darylgibson

Top Tweeters in G4:
@vgcharideas
@billjryan
@cassius335
@pdiscoveryuk
@justyvette
@23abcnews
@belajar4sukses
@acknowledgedme
@donhornsby
@suefisher1726

Top Tweeters in G5:
@jonilovevwbugs
@cutifyjing
@damo_mcgregor
@krispenita7
@dodomesticdad
@flyyestcoopeva
@breezymisha
@k11marc
@ricki_minaj
@iyaahhassan14

Top Tweeters in G6:
@daily_trust
@magarya
@olumideidowu
@ajstream
@estherclimate
@climatewed
@seunonigbinde
@akorive001
@budgitng
@donteewrites

Top Tweeters in G7:
@anselmonadir
@ohnegeplapper
@pameladrew
@toeachhisphone
@themainepain
@raythemouse
@saleemulhuq
@chrisatchs
@caffenefiend
@cikmehgee

Top Tweeters in G8:
@monicasloves
@lindacollins11
@kharyp
@donna_west
@tigerbeat
@sweetgreatmom
@sherrilyn59
@ae4ca
@samthemailman
@queerjohnpa

Top Tweeters in G9:
@prashantbme
@mahezabeen
@mskumar143
@nagarajareddys
@drlgprabhasfan
@moviebuff_hyd
@varmaprabhas_
@dharani36204407
@arvind_cellfish
@ivdsaaho

Top Tweeters in G10:
@libertad717
@abosife2010
@dburgersdijk
@gaogao0
@lucianoquaranta
@fedya_rat
@lunadopant
@dzhray
@jmkuhn99
@martinacuna1965


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