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Connected Action_2019-09-11_16-10-02.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 12, 2019
Short Description:
Connected Action via NodeXL http://bit.ly/31fODbB
@offstephenzhang
@momsdemand
@joebiden
@everytown
@ritt_sandy
@barbamador5
@highheelrev
@nichole_hsu
@time
@urstrulypeter

Top hashtags:
#ancientwoodland
#alwaysfootballtime
#sdgsactionwalk
#backgroundchecksnow

Description:
Description
The graph represents a network of 4,502 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 Wednesday, 11 September 2019 at 23:11 UTC.

The requested start date was Tuesday, 10 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 13-day, 23-hour, 39-minute period from Tuesday, 27 August 2019 at 00:14 UTC to Monday, 09 September 2019 at 23:53 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 : 4502
Unique Edges : 4888
Edges With Duplicates : 1025
Total Edges : 5913
Number of Edge Types : 3
Mentions : 5086
Replies to : 216
Tweet : 611
Self-Loops : 611
Reciprocated Vertex Pair Ratio : 0.0100523560209424
Reciprocated Edge Ratio : 0.0199046236782086
Connected Components : 647
Single-Vertex Connected Components : 238
Maximum Vertices in a Connected Component : 1227
Maximum Edges in a Connected Component : 1227
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.2986
Graph Density : 0.000238014139905333
Modularity : 0.784174
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://iiot-world.com/connected-industry/focus-and-take-iiot-action/
[7] https://www.liveaction.org/news/meet-facebook-fact-checker-abortionists-live-action/?utm_content=100208348&utm_medium=social&utm_source=twitter&hss_channel=tw-40623989
[7] https://wegotthiscovered.com/movies/rumor-trevor-donovan-connected-lead-role-disneys-live-action-hercules/
[5] https://intrinsicpaperstraws.com/products/bury-fc-save-our-shakers-paper-straws-s2-6mm-x-200mm
[4] https://tomleblancpt.com/
[3] https://ix.xpromos.com/webinar-registration
[3] https://www.syfy.com/syfywire/marvel-ghost-rider-to-lead-connected-terror-universe-at-hulu
[3] https://secure.empowr.com/Navigation/RegistrationWelcome.aspx?RegistrationFlowFlavor=21&HostingMedium=2&SourceAddress=http%3a%2f%2fwww.empowr.com%2fimmanuelTemitope
[3] https://www.tv9marathi.com/videos/solapur-action-took-against-lokmangal-biotech-which-is-connected-to-subhash-deshmukh
[2] https://www.liveaction.org/news/meet-facebook-fact-checker-abortionists-live-action/

Top URLs in Tweet in G2:
[4] https://tomleblancpt.com/
[3] https://secure.empowr.com/Navigation/RegistrationWelcome.aspx?RegistrationFlowFlavor=21&HostingMedium=2&SourceAddress=http%3a%2f%2fwww.empowr.com%2fimmanuelTemitope
[3] https://ix.xpromos.com/webinar-registration
[2] https://iiot-world.com/connected-industry/focus-and-take-iiot-action/
[2] https://wegotthiscovered.com/movies/rumor-trevor-donovan-connected-lead-role-disneys-live-action-hercules/
[2] https://api.whatsapp.com/send?phone=2348114249643&text=&source=&data=
[2] https://wisegreyowl.co.uk/?1_7b5809a4-81cb-8774-e96d-b4dabee14a2e
[1] https://www.instagram.com/p/B1pnrkTnk0h/?igshid=1a5eq1hnfo06c
[1] https://www.thenewsguru.com/news/nigeria-news/article/cbn-banks-go-loan-defaulters-seize-deposits/
[1] https://twitter.com/ZacGoldsmith/status/1166307348987691008

Top URLs in Tweet in G3:
[1] https://twitter.com/MomsDemand/status/1166435628600430593
[1] https://twitter.com/shannonrwatts/status/1167950766453092354
[1] https://twitter.com/EVELYNNGSMOMMY/status/1167186263360901123

Top URLs in Tweet in G6:
[1] https://www.instagram.com/p/B1opK2sgGPq/?igshid=1rsuvic6mnx6s
[1] https://www.instagram.com/p/B1vqpm9hsPx/?igshid=1q95l7fmvzion
[1] https://www.instagram.com/p/B1oqW2OBgme/?igshid=sp03aqij0cqb

Top URLs in Tweet in G8:
[1] https://www.jpost.com/Middle-East/US-Treasury-takes-action-against-oil-tanker-with-Iranian-ties-600222
[1] https://twitter.com/PressSec/status/1166754002203230208
[1] https://twitter.com/bbclaurak/status/1166749203953061888

Top URLs in Tweet in G9:
[1] https://go.usa.gov/xVKDZ
[1] https://www.nimh.nih.gov/health/publications/5-action-steps-for-helping-someone-in-emotional-pain/index.shtml?utm_source=twitter&utm_medium=tweet&utm_campaign=suicide_prevention_month
[1] https://www.bethe1to.com/

Top URLs in Tweet in G10:
[1] https://campaigns.woodlandtrust.org.uk/page/46290/action/1?utm_source=twitter&utm_medium=social&utm_campaign=campaigns&utm_content=HS2

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[58] ancientwoodland
[46] alwaysfootballtime
[42] sdgsactionwalk
[30] backgroundchecksnow
[26] kaappaan
[26] sb22
[24] massacremitch
[21] obatejakulasidini
[16] quote
[15] action



Top Hashtags in Tweet in G2:
[21] obatejakulasidini
[16] quote
[13] passion
[13] action
[12] hilton
[12] successful
[12] mistake
[6] motivation
[5] success
[4] motivationalquotes

Top Hashtags in Tweet in G3:
[27] backgroundchecksnow
[2] expectus
[1] redflaglaws
[1] enoughisenough
[1] thoughtsandprayers
[1] keepgoing

Top Hashtags in Tweet in G4:
[2] joe2020
[1] climatetownhall
[1] swamp
[1] mueller
[1] sad
[1] climatetown

Top Hashtags in Tweet in G5:
[1] saaho

Top Hashtags in Tweet in G6:
[42] sdgsactionwalk
[12] didyouknow
[12] youthforwash
[3] northnormal
[3] standstillrally
[2] unga
[2] planetearth
[1] act4sdgs
[1] actnow
[1] action

Top Hashtags in Tweet in G8:
[7] iran
[1] conradhilton
[1] kag
[1] trump2020

Top Hashtags in Tweet in G9:
[2] bethere
[2] spm19
[1] bethe1to

Top Hashtags in Tweet in G10:
[58] ancientwoodland
[1] hedgerows
[1] hs2

Top Words
Top Words in Tweet in Entire Graph:
[5634] Words in Sentiment List#1: Positive
[3487] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[87174] Non-categorized Words
[96295] Total Words
[3231] action
[3029] connected
[1931] make
[1863] keep
[1862] seems

Top Words in Tweet in G1:
[1227] success
[1227] seems
[1227] connected
[1227] action
[1227] successful
[1227] people
[1227] keep
[1227] moving
[1227] make
[1227] mistakes

Top Words in Tweet in G2:
[371] action
[370] connected
[225] keep
[223] moving
[222] seems
[222] make
[218] successful
[218] mistakes
[217] quit
[209] success

Top Words in Tweet in G3:
[214] action
[185] gun
[158] momsdemand
[148] take
[135] senators
[129] violence
[105] join
[104] protect
[104] communities
[104] tex

Top Words in Tweet in G4:
[141] joebiden
[140] green
[140] new
[140] deal
[140] crucial
[140] framework
[140] meeting
[140] climate
[140] challenges
[140] face

Top Words in Tweet in G5:
[116] scenes
[115] lengthy
[115] boring
[115] times
[115] none
[115] connected
[115] properly
[115] clumsy
[115] screen
[115] play

Top Words in Tweet in G6:
[114] action
[106] walk
[94] connected_dev
[90] youthhubafrica
[89] eva_nigeria
[76] 12th
[68] fakhuushashim
[68] olusegunmedupin
[68] rotexonline
[68] arewametoominna

Top Words in Tweet in G7:
[68] success
[68] seems
[68] connected
[68] action
[68] successful
[68] keep
[68] moving
[68] make
[68] mistakes
[68] quit

Top Words in Tweet in G8:
[23] connected
[16] action
[13] realdonaldtrump
[11] way
[11] americans
[11] people
[10] dots
[10] two
[10] stand
[10] congressional

Top Words in Tweet in G9:
[60] save
[56] know
[56] someone
[56] care
[56] danger
[56] self
[56] harm
[56] infographic
[56] remember
[56] 1

Top Words in Tweet in G10:
[59] wood
[58] relatively
[58] untouched
[58] humans
[58] john
[58] s
[58] gorse
[58] hanch
[58] sits
[58] stands

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1942] connected,action
[1858] seems,connected
[1853] keep,moving
[1846] action,successful
[1846] make,mistakes
[1845] moving,make
[1815] success,seems
[1771] people,keep
[1769] successful,people
[1714] mistakes,quit

Top Word Pairs in Tweet in G1:
[1227] success,seems
[1227] seems,connected
[1227] connected,action
[1227] action,successful
[1227] successful,people
[1227] people,keep
[1227] keep,moving
[1227] moving,make
[1227] make,mistakes
[1227] mistakes,quit

Top Word Pairs in Tweet in G2:
[236] connected,action
[223] keep,moving
[221] seems,connected
[218] action,successful
[218] make,mistakes
[217] moving,make
[199] success,seems
[193] people,keep
[191] successful,people
[152] mistakes,quit

Top Word Pairs in Tweet in G3:
[129] gun,violence
[105] senators,take
[104] action,protect
[104] protect,communities
[104] communities,gun
[103] join,brave
[103] brave,survivors
[103] survivors,telling
[103] telling,senators
[103] take,urgent

Top Word Pairs in Tweet in G4:
[140] green,new
[140] new,deal
[140] deal,crucial
[140] crucial,framework
[140] framework,meeting
[140] meeting,climate
[140] climate,challenges
[140] challenges,face
[140] face,powerfully
[139] joebiden,green

Top Word Pairs in Tweet in G5:
[115] lengthy,boring
[115] boring,times
[115] times,none
[115] none,scenes
[115] scenes,connected
[115] connected,properly
[115] properly,clumsy
[115] clumsy,screen
[115] screen,play
[115] play,except

Top Word Pairs in Tweet in G6:
[69] connected_dev,eva_nigeria
[68] youthhubafrica,connected_dev
[68] eva_nigeria,fakhuushashim
[68] fakhuushashim,olusegunmedupin
[68] olusegunmedupin,rotexonline
[68] rotexonline,arewametoominna
[68] arewametoominna,unfpa
[65] hamzycode,youthhubafrica
[65] unfpa,unfpaniger
[60] national,sdgs

Top Word Pairs in Tweet in G7:
[68] success,seems
[68] seems,connected
[68] connected,action
[68] action,successful
[68] keep,moving
[68] moving,make
[68] make,mistakes
[68] mistakes,quit
[41] quit,conrad
[40] successful,people

Top Word Pairs in Tweet in G8:
[10] americans,connected
[10] connected,dots
[10] dots,two
[10] two,people
[10] people,stand
[10] stand,way
[10] way,congressional
[10] congressional,action
[10] action,common
[10] common,sense

Top Word Pairs in Tweet in G9:
[56] know,someone
[56] someone,care
[56] care,danger
[56] danger,self
[56] self,harm
[56] harm,save
[56] save,infographic
[56] infographic,remember
[56] remember,1
[56] 1,ask

Top Word Pairs in Tweet in G10:
[58] relatively,untouched
[58] untouched,humans
[58] humans,john
[58] john,s
[58] s,gorse
[58] gorse,hanch
[58] hanch,wood
[58] wood,sits
[58] sits,stands
[58] stands,#ancientwoodland

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@offstephenzhang
@momsdemand
@joebiden
@urstrulypeter
@connected_dev
@eva_nigeria
@youthhubafrica
@fakhuushashim
@olusegunmedupin
@rotexonline

Top Mentioned in G1:
@offstephenzhang

Top Mentioned in G2:
@meredithe
@mattbrownim
@coachtminthegam
@global_stats
@adeleyedamilo19
@stargazer0118
@helman43665324

Top Mentioned in G3:
@momsdemand
@everytown
@highheelrev
@walmart
@dorothyabriggs
@rtruszkowski
@brennademands
@mwgore
@katiemangelsdo1
@joebiden

Top Mentioned in G4:
@joebiden
@comey
@barackobama
@hillaryclinton
@johnkerry
@valeriejarrett
@johnbrennan
@walter_dragone

Top Mentioned in G5:
@urstrulypeter

Top Mentioned in G6:
@connected_dev
@eva_nigeria
@youthhubafrica
@fakhuushashim
@olusegunmedupin
@rotexonline
@arewametoominna
@unfpa
@hamzycode
@unfpaniger

Top Mentioned in G7:
@quote_soup
@t_harv_eker

Top Mentioned in G8:
@realdonaldtrump
@maziehirono
@ambjohnbolton
@jerusalem_post
@om
@borisjohnson
@vincentzwood
@aarondbailey3
@1st5d
@paleblued0t

Top Mentioned in G9:
@nimhdirector
@crisistextline
@nimhgov

Top Mentioned in G10:
@woodlandtrust

Top Tweeters
Top Tweeters in Entire Graph:
@airtel_presence
@montenegro_emil
@vodafonein
@prinzgbemi
@kengayi625
@alllibertynews
@spotifycares
@nosqldigest
@black__cloud017
@solutioneer72

Top Tweeters in G1:
@rycalka_3000
@vaneg0212
@aleks14374
@joseitosanchezs
@ukraini
@vzsur
@kapustusenok
@karmazin_v
@marygabyxd
@jonny5810

Top Tweeters in G2:
@aroundomedia
@saeedbaygi
@vgcharideas
@papa_action
@prabhu_ds
@jamesvgingerich
@mettaworldtrice
@stupidfacerob
@bot__whatever
@justyvette

Top Tweeters in G3:
@rachel_mcrea
@kenkircher1
@walmart
@syr829
@reevynap
@everian777
@pgrandee10
@sba1211
@reneevoicebrand
@gwydion620

Top Tweeters in G4:
@solutioneer72
@serendipitysays
@enrico056
@gregmroscoe
@teetweetshere
@burcham_don
@maryalicebisho2
@dwntwndave
@tawnivixen
@jlownlaw

Top Tweeters in G5:
@king_sadashiva
@maharshisuper
@vtarak999
@urstrulycharant
@anji_chiru
@harysforu
@zindabadssmb
@nagkedi_
@cheeku1896
@rakhi_in

Top Tweeters in G6:
@magarya
@ice131queen
@estherclimate
@ladygrasha
@fakhuushashim
@undp
@olusegunmedupin
@miss_bilala
@hamzycode
@remimah

Top Tweeters in G7:
@hotshotdiva24
@realkhaealtea
@crazy4rossdale
@yuliyainopinapr
@miyakilee
@sas_freeman
@adiestafaniaa
@quote_soup
@bloomsbury_eye
@frankhopkinsjr

Top Tweeters in G8:
@foxnews
@kuppp005
@jerusalem_post
@james_anderssen
@sharissec
@lbc
@civil_war_elect
@irieiris1
@itrusttheplan
@janis_awake

Top Tweeters in G9:
@grace_durbin
@digitaldecoded1
@heavenlysins66
@rosemcosta72
@lovelostherway
@judgewren
@flawlessgrats
@l4zybch
@dana_fdn
@njhospitals

Top Tweeters in G10:
@dementedbonxie
@k163t
@liveotherwise
@princessofwails
@urbanwitch9
@lottieshed
@jonhgurr
@valw53
@lunarheritage
@ruthholmes2


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