#Grassroots18, Twitter, 3/13/2018 4:06:21 PM, 144198


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#Grassroots18_2018-03-13_09-00-15.xlsx
#Grassroots18_2018-03-13_09-00-15.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 13, 2018
Short Description:
#Grassroots18 via NodeXL http://bit.ly/2FxcI6U
@scarletavengers
@aianational
@rosasheng
@smallercitiesu
@l2designllc
@equityxdesign
@aiaqueens
@stephennparker
@robwalker_aia
@gracecolny

Top hashtags:
#nra
#grassroots18
#pa18
#specialelection
#sandiego
#aia

Description:
Description
The graph represents a network of 258 Twitter users whose recent tweets contained "#Grassroots18", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 13 March 2018 at 16:00 UTC.

The tweets in the network were tweeted over the 3-day, 20-hour, 51-minute period from Friday, 09 March 2018 at 19:07 UTC to Tuesday, 13 March 2018 at 15:58 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 : 258
Unique Edges : 651
Edges With Duplicates : 100
Total Edges : 751
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0.0305810397553517
Reciprocated Edge Ratio : 0.0593471810089021
Connected Components : 13
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 141
Maximum Edges in a Connected Component : 523
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.267547
Graph Density : 0.0101649926100202
Modularity : 0.502715
NodeXL Version : 1.0.1.394

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1] https://twitter.com/AIANational/status/972260839192453121
[1] https://www.instagram.com/p/BgRD6KtAKl6/
[1] https://twitter.com/aianjepic/status/973321966332473345
[1] https://www.instagram.com/p/BgNPZ5Qg_sD/
[1] https://twitter.com/aianational/status/973272796724891649
[1] http://abcnews.go.com/amp/Politics/nra-drops-minute-money-gop-candidate-pennsylvania-special/story?id=53695331
[1] https://twitter.com/StephenNParker/status/973352868144021505
[1] https://twitter.com/AIANational/status/973242401396584450
[1] https://twitter.com/musicnewsfact/status/972819599812018176
[1] https://robwalkerarchitect.wixsite.com/robwalkeraia

Top URLs in Tweet in G1:
[1] http://abcnews.go.com/amp/Politics/nra-drops-minute-money-gop-candidate-pennsylvania-special/story?id=53695331

Top URLs in Tweet in G2:
[1] https://robwalkerarchitect.wixsite.com/robwalkeraia
[1] https://www.aia.org/articles/183091-aias-strategic-council-champions-programs-t?hootPostID=ca9950db426b98a8095e811ea8c7d54f
[1] https://twitter.com/aianational/status/973272796724891649
[1] https://twitter.com/AIANational/status/972260839192453121
[1] https://www.instagram.com/p/BgNPZ5Qg_sD/
[1] https://twitter.com/aianjepic/status/973321966332473345
[1] https://www.instagram.com/p/BgRD6KtAKl6/

Top URLs in Tweet in G6:
[1] https://twitter.com/musicnewsfact/status/972819599812018176

Top URLs in Tweet in G10:
[1] https://twitter.com/StephenNParker/status/973352868144021505

Top Domains
Top Domains in Tweet in Entire Graph:
[6] twitter.com
[2] instagram.com
[1] go.com
[1] wixsite.com
[1] aia.org

Top Domains in Tweet in G1:
[1] go.com

Top Domains in Tweet in G2:
[3] twitter.com
[2] instagram.com
[1] wixsite.com
[1] aia.org

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[182] nra
[111] grassroots18
[93] pa18
[91] specialelection
[8] sandiego
[7] aia
[5] eqiasurvey18
[5] 10kvoices
[5] speakup
[5] aiaccwashere



Top Hashtags in Tweet in G1:
[160] nra
[82] pa18
[80] specialelection
[4] gotv
[3] grassroots18
[1] votelamb
[1] conorlambpa
[1] voteconorlamb4congress

Top Hashtags in Tweet in G2:
[78] grassroots18
[8] sandiego
[5] aia
[5] architecture
[5] aiaccwashere
[5] eqiasurvey18
[5] 10kvoices
[5] speakup
[4] bethechampion
[4] grants

Top Hashtags in Tweet in G3:
[22] nra
[11] pa18
[11] specialelection

Top Hashtags in Tweet in G4:
[8] grassroots18
[2] aia
[1] a18
[1] itsinqueens
[1] aianys
[1] nys
[1] longisland

Top Hashtags in Tweet in G5:
[3] nrlsouthswarriors
[3] nrl
[3] perth
[3] grassroots18

Top Hashtags in Tweet in G6:
[1] partnering
[1] grassroots18
[1] numbersmatter
[1] indivisibleteam
[1] ilnh

Top Hashtags in Tweet in G7:
[5] grassroots18

Top Hashtags in Tweet in G8:
[8] grassroots18

Top Hashtags in Tweet in G9:
[2] grassroots18
[2] amateurfootball
[2] football
[1] sundayleague
[1] saturdayfootball
[1] youtube

Top Hashtags in Tweet in G10:
[1] grassroots18

Top Words
Top Words in Tweet in Entire Graph:
[153] Words in Sentiment List#1: Positive
[8] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4461] Non-categorized Words
[4622] Total Words
[182] nra
[145] scarletavengers
[111] grassroots18
[99] today
[96] s

Top Words in Tweet in G1:
[160] nra
[83] scarletavengers
[82] today
[82] pa18
[80] up
[80] good
[80] again
[80] stop
[80] interfering
[80] s

Top Words in Tweet in G2:
[78] grassroots18
[43] aianational
[29] grassroots
[20] use
[20] share
[19] experience
[19] facebook
[19] instagram
[19] twitter
[14] aia

Top Words in Tweet in G3:
[62] scarletavengers
[51] 1ironman2018
[51] captainslog2o18
[51] natasharesists
[51] agenthillresist
[51] 2hawkeye2018
[51] batmanresist
[51] agentcarter_ssr
[51] 1warmach
[22] nra

Top Words in Tweet in G4:
[8] grassroots18
[5] aianational
[3] aianewyorkstate
[3] aia
[2] scene
[2] last
[2] night
[2] aiabrooklyn
[2] aiabuffalowny
[2] aiawhv

Top Words in Tweet in G5:
[3] todd_greenberg
[3] rushhourtriplem
[3] markmggeyer
[3] bring
[3] back
[3] western
[3] reds
[3] nrlsouthswarriors
[3] nrl
[3] perth

Top Words in Tweet in G7:
[5] jrkitech
[5] guernsey_us
[5] presenting
[5] central
[5] states
[5] region
[5] grassroots18
[4] aiacoc

Top Words in Tweet in G8:
[8] grassroots18
[3] san
[3] diego
[3] aia
[2] today
[2] blueprint
[2] better
[2] good

Top Words in Tweet in G9:
[2] ill
[2] putting
[2] out
[2] video
[2] later
[2] afternoon
[2] stay
[2] tuned
[2] link
[2] grassroots18

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[91] nra,up
[91] up,good
[91] good,again
[91] again,pa18
[91] pa18,stop
[91] stop,nra
[91] nra,interfering
[91] interfering,today
[91] today,s
[91] s,specialelection

Top Word Pairs in Tweet in G1:
[80] nra,up
[80] up,good
[80] good,again
[80] again,pa18
[80] pa18,stop
[80] stop,nra
[80] nra,interfering
[80] interfering,today
[80] today,s
[80] s,specialelection

Top Word Pairs in Tweet in G2:
[20] use,grassroots18
[20] grassroots18,share
[19] share,experience
[19] experience,facebook
[19] facebook,instagram
[19] instagram,twitter
[14] grassroots,use
[11] twitter,looking
[10] joining,grassroots
[9] aianational,grassroots18

Top Word Pairs in Tweet in G3:
[51] scarletavengers,1ironman2018
[51] 1ironman2018,captainslog2o18
[51] captainslog2o18,natasharesists
[51] natasharesists,agenthillresist
[51] agenthillresist,2hawkeye2018
[51] 2hawkeye2018,batmanresist
[51] batmanresist,agentcarter_ssr
[51] agentcarter_ssr,1warmach
[11] scarletavengers,nra
[11] nra,up

Top Word Pairs in Tweet in G4:
[2] scene,last
[2] last,night
[2] night,grassroots18
[2] grassroots18,aianewyorkstate
[2] aianewyorkstate,aianational
[2] aianational,aiabrooklyn
[2] aiabrooklyn,aiabuffalowny
[2] aiabuffalowny,aiawhv
[2] aiawhv,aiacny
[2] aiacny,centerforarch

Top Word Pairs in Tweet in G5:
[3] todd_greenberg,rushhourtriplem
[3] rushhourtriplem,markmggeyer
[3] markmggeyer,bring
[3] bring,back
[3] back,western
[3] western,reds
[3] reds,nrlsouthswarriors
[3] nrlsouthswarriors,nrl
[3] nrl,perth
[3] perth,grassroots18

Top Word Pairs in Tweet in G7:
[5] jrkitech,guernsey_us
[5] guernsey_us,presenting
[5] presenting,central
[5] central,states
[5] states,region
[5] region,grassroots18
[4] aiacoc,jrkitech

Top Word Pairs in Tweet in G8:
[3] san,diego
[2] diego,grassroots18
[2] blueprint,better

Top Word Pairs in Tweet in G9:
[2] ill,putting
[2] putting,out
[2] out,video
[2] video,later
[2] later,afternoon
[2] afternoon,stay
[2] stay,tuned
[2] tuned,link
[2] link,grassroots18
[2] grassroots18,amateurfootball

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@scarletavengers
@captainslog2o18
@natasharesists
@agenthillresist
@2hawkeye2018
@batmanresist
@agentcarter_ssr
@1ironman2018
@aianational

Top Mentioned in G1:
@scarletavengers
@rozsajh
@maceachern2011
@captainslog2o18
@natasharesists
@agenthillresist
@2hawkeye2018
@batmanresist
@agentcarter_ssr
@1warmachine2018

Top Mentioned in G2:
@aianational
@ianmerker
@aiacc
@rosasheng
@colloqate
@aiayaf
@bcleejr
@equityxdesign
@aialeaders
@robwalker_aia

Top Mentioned in G3:
@scarletavengers
@1ironman2018
@captainslog2o18
@natasharesists
@agenthillresist
@2hawkeye2018
@batmanresist
@agentcarter_ssr

Top Mentioned in G4:
@aianational
@aianewyorkstate
@aiabrooklyn
@aiabuffalowny
@aiawhv
@aiacny
@centerforarch
@aiaqueens
@aiany
@elefante_carl

Top Mentioned in G5:
@rushhourtriplem
@markmggeyer
@nathbush
@todd_greenberg
@josh
@joshmbush

Top Mentioned in G6:
@ladygaga
@beyonce
@indivisiblebux
@indivisiblenj07
@indivisiblebxmt

Top Mentioned in G7:
@jrkitech
@guernsey_us
@aiacoc

Top Mentioned in G9:
@theamateurfoot1
@grassrootsoccer

Top Tweeters
Top Tweeters in Entire Graph:
@marcylauren
@latikia
@jentromans
@roxamp
@tinyboo49
@casablancaric
@sam_says_2
@burnettcynthia
@prpltnkr
@funder

Top Tweeters in G1:
@latikia
@roxamp
@casablancaric
@burnettcynthia
@prpltnkr
@jocowboys87
@arriadna
@stacy_friday
@kathylslaughter
@himaui

Top Tweeters in G2:
@wjmarchitect
@sadeeqnayaya
@elizabethcav07
@skap5
@architectmag
@jgmoore
@montereyaq
@equityxdesign
@evelynmlee
@l2designllc

Top Tweeters in G3:
@marcylauren
@jentromans
@tinyboo49
@sam_says_2
@funder
@milvio_diaz
@_hope777
@altredsquare
@2hawkeye2018
@carlavanzandt

Top Tweeters in G4:
@centerforarch
@brynnemarie
@aiabuffalowny
@aianewyorkstate
@aiaqueens
@aiawhv
@gracecolny
@elefante_carl
@pluslabnyc
@kellyhayesm

Top Tweeters in G5:
@nathbush
@markmggeyer
@rushhourtriplem
@josh
@jerseyspotter
@todd_greenberg
@joshmbush

Top Tweeters in G6:
@ladygaga
@indivisiblebux
@indivisiblebxmt
@indivisiblenj07
@atzoel
@beyonce

Top Tweeters in G7:
@aiacoc
@jrkitech
@guernsey_us
@ericntulsa
@jsurberiii

Top Tweeters in G8:
@aiaindiana
@kurtneiswender
@cculbertson1
@terrymoeller6

Top Tweeters in G9:
@grassrootsoccer
@devo_tfbs
@theamateurfoot1

Top Tweeters in G10:
@washingtondcaia
@marycfitch