#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 4/15/2021 6:44:23 PM, 252837


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#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2021-04-15_07-59-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2021-04-15_07-59-
From:
NodeXLExcelAutomator
Uploaded on:
April 15, 2021
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/3geqtsw
@mlsif
@abarbanelfried
@shoq
@ramnikb93280034
@sashakesler
@17americantruth
@bradleyastein
@ozziearaujo
@katieharbath
@samueljsdv

Top hashtags:


Description:
Description
The graph represents a network of 105 Twitter users whose tweets in the requested range contained "#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 15 April 2021 at 14:59 UTC.

The requested start date was Thursday, 15 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 3-hour, 31-minute period from Thursday, 01 April 2021 at 15:42 UTC to Wednesday, 14 April 2021 at 19:14 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 : 105
Unique Edges : 124
Edges With Duplicates : 95
Total Edges : 219
Number of Edge Types : 5
Replies to : 20
Mentions : 128
Tweet : 13
Retweet : 22
MentionsInRetweet : 36
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.0340136054421769
Reciprocated Edge Ratio : 0.0657894736842105
Connected Components : 10
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 68
Maximum Edges in a Connected Component : 174
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.415533
Graph Density : 0.0139194139194139
Modularity : 0.528763
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 105 Twitter users whose tweets in the requested range contained "#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 15 April 2021 at 14:59 UTC.

The requested start date was Thursday, 15 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 3-hour, 31-minute period from Thursday, 01 April 2021 at 15:42 UTC to Wednesday, 14 April 2021 at 19:14 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif
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:
[7] https://theconnector.substack.com/p/why-quality-local-journalism-is-infrastructure
[2] https://theconnector.substack.com/p/when-culture-eats-politics-for-breakfast?r=103mi&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://www.brown.edu/Research/Shapiro/pdfs/voting.pdf
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=50c243b0-9d82-11eb-8646-6b79cb901212&url=L25ld3MvYXJ0aWNsZXMvMjAxOC0wNS0zMC93aGVuLWxvY2FsLW5ld3NwYXBlcnMtY2xvc2UtY2l0eS1maW5hbmNpbmctY29zdHMtcmlzZQ==
[1] https://twitter.com/stevenwaldman/status/1382399959874605060
[1] https://twitter.com/samcharrington/status/1382388763104575491
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D5ajd2LPjbNc&q=EgS4SO-bGOWp4YMGIhkA8aeDS-kzqgxnEsM-oLkxyv1OHqjXe37YMgFy
[1] http://www.hhs.gov/web/508//COVIDCommunityCorps
[1] https://theconnector.substack.com/p/why-quality-local-journalism-is-infrastructure?r=16oje&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://theconnector.substack.com/p/why-quality-local-journalism-is-infrastructure?r=slbu&utm_campaign=post&utm_medium=email&utm_source=twitter

Top URLs in Tweet in G1:
[7] https://theconnector.substack.com/p/why-quality-local-journalism-is-infrastructure
[2] https://theconnector.substack.com/p/when-culture-eats-politics-for-breakfast?r=103mi&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://twitter.com/oneunderscore__/status/1377723681263255554
[1] https://twitter.com/deanland/status/1382295973527965698
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D5ajd2LPjbNc&q=EgS4SO-bGOWp4YMGIhkA8aeDS-kzqgxnEsM-oLkxyv1OHqjXe37YMgFy
[1] https://www.brown.edu/Research/Shapiro/pdfs/voting.pdf
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=50c243b0-9d82-11eb-8646-6b79cb901212&url=L25ld3MvYXJ0aWNsZXMvMjAxOC0wNS0zMC93aGVuLWxvY2FsLW5ld3NwYXBlcnMtY2xvc2UtY2l0eS1maW5hbmNpbmctY29zdHMtcmlzZQ==
[1] https://twitter.com/stevenwaldman/status/1382399959874605060
[1] http://www.hhs.gov/web/508//COVIDCommunityCorps
[1] https://theconnector.substack.com/p/why-quality-local-journalism-is-infrastructure?r=16oje&utm_campaign=post&utm_medium=email&utm_source=twitter

Top URLs in Tweet in G2:
[1] https://twitter.com/RamonaGrigg/status/1377985178128240641

Top URLs in Tweet in G6:
[1] https://wegov.net.br/servicos/

Top URLs in Tweet in G7:
[1] https://twitter.com/NftStarter/status/1375047799922778118

Top URLs in Tweet in G8:
[1] https://www.slideshare.net/Marc_A_Smith/2010-june-personal-democracy-forum-marc-smith-mapping-political-social-media-crowds/16-Social_Media_Research_Foundation_httpsmrfoundationorg
[1] https://twitter.com/samcharrington/status/1382388763104575491

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=kDiGl-2m868


Top Domains
Top Domains in Tweet in Entire Graph:
[15] substack.com
[7] twitter.com
[1] brown.edu
[1] bloomberg.com
[1] google.com
[1] hhs.gov
[1] net.br
[1] youtube.com
[1] slideshare.net

Top Domains in Tweet in G1:
[14] substack.com
[3] twitter.com
[1] google.com
[1] brown.edu
[1] bloomberg.com
[1] hhs.gov

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G6:
[1] net.br

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[1] slideshare.net
[1] twitter.com

Top Domains in Tweet in G9:
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] wecandothis
[3] wegov
[2] covid19communitycorps
[2] hubgov
[2] hubjus
[2] transformaçãocriativa
[2] nodexl
[2] smrf
[2] sna
[2] socialmedia



Top Hashtags in Tweet in G1:
[4] wecandothis
[2] covid19communitycorps
[1] 100andchange
[1] vaccines
[1] covid
[1] military
[1] veteran
[1] leadership
[1] lgbtqmilitary
[1] lgbtq

Top Hashtags in Tweet in G6:
[3] wegov
[2] hubgov
[2] hubjus
[2] transformaçãocriativa
[1] letsgov
[1] tags
[1] inovaçãonosetorpúblico
[1] govtech
[1] redeswegov

Top Hashtags in Tweet in G7:
[1] defi
[1] nst
[1] bsc
[1] nft

Top Hashtags in Tweet in G8:
[1] mytwitteranniversary

Top Hashtags in Tweet in G9:
[2] nodexl
[2] smrf
[2] sna
[2] socialmedia

Top Words
Top Words in Tweet in Entire Graph:
[32] mlsif
[13] democracy
[12] dangillmor
[10] journalism
[10] infrastructure
[10] personal
[8] jfrejnyc
[7] vital
[7] argues
[7] thejewishvote

Top Words in Tweet in G1:
[21] mlsif
[12] dangillmor
[10] journalism
[10] infrastructure
[7] vital
[7] argues
[5] jon_m_rob
[5] more
[5] re
[4] #wecandothis

Top Words in Tweet in G2:
[2] great
[2] suggested
[2] similar
[2] dweinberger
[2] over
[2] sandwich
[2] personal
[2] democracy
[2] forum
[2] 2009

Top Words in Tweet in G3:
[7] jfrejnyc
[6] thejewishvote
[6] rafaelshimunov
[6] kungernyc
[6] elizabethwilsbx
[6] jakeblevin
[6] sackmanbobbie
[6] solomonalisa
[6] mlsif
[6] rebeccamillbs

Top Words in Tweet in G5:
[3] sandraweeden
[3] neilclark66
[3] eradication
[3] personal
[3] democracy
[3] goes
[3] johnson
[3] waffling
[3] vaccine
[2] bolshevik1953

Top Words in Tweet in G6:
[3] quer
[3] inovar
[3] sua
[3] instituição
[3] acesse
[3] os
[3] nossos
[3] serviços
[3] agende
[3] uma

Top Words in Tweet in G8:
[2] personal
[2] democracy

Top Words in Tweet in G9:
[2] video
[2] talk
[2] nyc
[2] personal
[2] democracy
[2] forum
[2] 2015
[2] network
[2] mapping
[2] ecosystem

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10] personal,democracy
[8] infrastructure,mlsif
[7] journalism,vital
[7] vital,infrastructure
[7] mlsif,argues
[6] dangillmor,journalism
[6] thejewishvote,jfrejnyc
[6] jfrejnyc,rafaelshimunov
[6] rafaelshimunov,kungernyc
[6] kungernyc,elizabethwilsbx

Top Word Pairs in Tweet in G1:
[8] infrastructure,mlsif
[7] journalism,vital
[7] vital,infrastructure
[7] mlsif,argues
[6] dangillmor,journalism
[5] jon_m_rob,dangillmor
[3] thoughtful,mlsif
[3] mlsif,central
[3] central,problem
[3] problem,evaluating

Top Word Pairs in Tweet in G2:
[2] great,suggested
[2] suggested,similar
[2] similar,dweinberger
[2] dweinberger,over
[2] over,sandwich
[2] sandwich,personal
[2] personal,democracy
[2] democracy,forum
[2] forum,2009
[2] 2009,problem

Top Word Pairs in Tweet in G3:
[6] thejewishvote,jfrejnyc
[6] jfrejnyc,rafaelshimunov
[6] rafaelshimunov,kungernyc
[6] kungernyc,elizabethwilsbx
[6] jakeblevin,sackmanbobbie
[6] sackmanbobbie,solomonalisa
[6] solomonalisa,mlsif
[6] mlsif,rebeccamillbs
[6] rebeccamillbs,audrey_sasson
[3] elizabethwilsbx,jakeblevin

Top Word Pairs in Tweet in G5:
[3] sandraweeden,neilclark66
[3] neilclark66,eradication
[3] eradication,personal
[3] personal,democracy
[3] democracy,goes
[3] goes,johnson
[3] johnson,waffling
[3] waffling,vaccine
[2] bolshevik1953,sandraweeden
[2] vaccine,passp

Top Word Pairs in Tweet in G6:
[3] quer,inovar
[3] inovar,sua
[3] sua,instituição
[3] instituição,acesse
[3] acesse,os
[3] os,nossos
[3] nossos,serviços
[3] serviços,agende
[3] agende,uma
[3] uma,conversa

Top Word Pairs in Tweet in G8:
[2] personal,democracy

Top Word Pairs in Tweet in G9:
[2] video,talk
[2] talk,nyc
[2] nyc,personal
[2] personal,democracy
[2] democracy,forum
[2] forum,2015
[2] 2015,network
[2] network,mapping
[2] mapping,ecosystem
[2] ecosystem,#nodexl

Top Replied-To
Top Replied-To in Entire Graph:
@jon_m_rob
@thejewishvote
@sashakesler
@mlsif
@dangillmor
@amypaulin
@justinhendrix
@bloombergme
@eitanhersh
@17americantruth

Top Replied-To in G1:
@jon_m_rob
@mlsif
@bloombergme
@justinhendrix
@amypaulin
@dangillmor

Top Replied-To in G2:
@ramonagrigg

Top Replied-To in G3:
@thejewishvote
@sashakesler
@17americantruth

Top Replied-To in G4:
@eitanhersh

Top Replied-To in G5:
@sandraweeden

Top Replied-To in G10:
@billtully

Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@dangillmor
@jfrejnyc
@rafaelshimunov
@kungernyc
@elizabethwilsbx
@jakeblevin
@sackmanbobbie
@solomonalisa
@rebeccamillbs

Top Mentioned in G1:
@mlsif
@dangillmor
@lgbtq_military
@hhsgov
@claudiachwalisz
@jon_m_rob
@vwpickard
@thejewishvote
@jfrejnyc
@alecmacgillis

Top Mentioned in G2:
@dweinberger
@ericboehlert
@gottalaff
@mollyjongfast
@eclectablog
@cmclymer
@amy_siskind
@b52malmet
@davidmweissman
@karoli

Top Mentioned in G3:
@jfrejnyc
@rafaelshimunov
@kungernyc
@elizabethwilsbx
@jakeblevin
@sackmanbobbie
@solomonalisa
@mlsif
@rebeccamillbs
@audrey_sasson

Top Mentioned in G4:
@mlsif
@lara_putnam
@benthomases
@docudvt
@andrewmaketweet
@bradlander
@fisher_danar
@ddayen
@dbroockman
@j_kalla

Top Mentioned in G5:
@neilclark66
@bolshevik1953
@sandraweeden

Top Mentioned in G6:
@wegov

Top Mentioned in G7:
@mlsif
@ira_vsya25
@sucvecefaa

Top Mentioned in G9:
@marc_smith

Top Tweeters
Top Tweeters in Entire Graph:
@gottalaff
@shoq
@karoli
@b52malmet
@mjoehlerich
@urocklive1
@davidmweissman
@joshtpm
@cmclymer
@otoolefan

Top Tweeters in G1:
@catfitz
@jontalton
@codeforpdx
@arthursmid
@rberger
@socsqueez
@deanland
@janhartman
@alecmacgillis
@oneunderscore__

Top Tweeters in G2:
@gottalaff
@shoq
@karoli
@b52malmet
@urocklive1
@davidmweissman
@joshtpm
@cmclymer
@otoolefan
@joshuahol

Top Tweeters in G3:
@ozziearaujo
@sackmanbobbie
@kungernyc
@17americantruth
@rafaelshimunov
@jfrejnyc
@thejewishvote
@solomonalisa
@bradleyastein
@jakeblevin

Top Tweeters in G4:
@ddayen
@fisher_danar
@bradlander
@andrewmaketweet
@lara_putnam
@abarbanelfried
@benthomases
@eitanhersh
@dbroockman
@j_kalla

Top Tweeters in G5:
@bolshevik1953
@robo74983883
@sandraweeden
@neilclark66
@footwisdom

Top Tweeters in G6:
@camilamoraes
@wegov
@andretamura

Top Tweeters in G7:
@ira_vsya25
@sucvecefaa
@ramnikb93280034

Top Tweeters in G8:
@grubstreetjorno
@suzanne_england
@bobbyhd

Top Tweeters in G9:
@mjoehlerich
@marc_smith

Top Tweeters in G10:
@billtully
@fionagranary