#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 8/25/2022 3:24:49 PM, 280683


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#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2022-08-25_07-53-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2022-08-25_07-53-
From:
NodeXLExcelAutomator
Uploaded on:
August 25, 2022
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/3dWEo7c
@mlsif
@this0499154500
@danlatorre
@maniati93058408
@techpresident
@peach_lite
@lara_putnam
@jamaalbowmanny
@amy_siskind
@qweqweqweds

Top hashtags:


Description:
Description
The graph represents a network of 82 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, 25 August 2022 at 14:53 UTC.

The requested start date was Thursday, 25 August 2022 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 12-day, 23-hour, 10-minute period from Thursday, 11 August 2022 at 03:20 UTC to Wednesday, 24 August 2022 at 02:30 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 : 82
Unique Edges : 67
Edges With Duplicates : 145
Total Edges : 212
Number of Edge Types : 5
Retweet : 19
MentionsInRetweet : 42
Mentions : 97
Tweet : 20
Replies to : 34
Self-Loops : 20
Reciprocated Vertex Pair Ratio : 0.045045045045045
Reciprocated Edge Ratio : 0.0862068965517241
Connected Components : 14
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 57
Maximum Edges in a Connected Component : 188
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.309366
Graph Density : 0.0174646190906354
Modularity : 0.393479
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 82 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, 25 August 2022 at 14:53 UTC.

The requested start date was Thursday, 25 August 2022 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 12-day, 23-hour, 10-minute period from Thursday, 11 August 2022 at 03:20 UTC to Wednesday, 24 August 2022 at 02:30 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:
[2] https://techpresident.com/is-the-left-serious-about-abortion-or-just-virtue-signaling/
[2] https://twitter.com/Mlsif/status/1559576506170490880
[1] https://twitter.com/mlsif/status/1559624020001259522
[1] https://www.thenation.com/article/politics/democracy-middle-east-israel-palestinians/
[1] https://twitter.com/Mlsif/status/1562259874641317888
[1] https://scarsdale10583.com/section-table/102-shout-it-out/9272-congressman-bowman-explains-no-vote-on-infrastructure-bill
[1] https://www.independent.co.uk/news/world/americas/us-politics/psaki-democrats-biden-manchin-lie-b1979042.html
[1] https://www.forbes.com/sites/joewalsh/2021/11/19/house-narrowly-passes-18-trillion-build-back-better-spending-plan/
[1] https://www.riverdalepress.com/stories/bowman-to-white-house-we-told-you-so,77046
[1] https://twitter.com/benwinslow/status/1562112773366067200

Top URLs in Tweet in G1:
[1] https://twitter.com/TheJewishVote/status/1557713946538393606
[1] https://twitter.com/thejewishvote/status/1558854341708095488
[1] https://www.betaworks.com/event/render-tools-for-thinking#livestream-section
[1] https://theconnector.substack.com/p/can-unit-of-work-transform-union?utm_source=twitter&sd=pf
[1] https://twitter.com/BostonSBWU/status/1559611697689726977
[1] https://link.medium.com/58tMDG8VAsb
[1] https://link.medium.com/6QXYFjjUHsb
[1] https://theconnector.substack.com/p/when-the-doors-you-knock-belong-to?utm_source=twitter&sd=pf
[1] https://www.thedailybeast.com/should-women-back-palin-in-2012
[1] https://twitter.com/mlsif/status/1559624020001259522

Top URLs in Tweet in G2:
[2] https://techpresident.com/is-the-left-serious-about-abortion-or-just-virtue-signaling/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280291
[1] https://twitter.com/danlatorre/status/77857609142644736?s=20
[1] https://techpresident.com/the-fbis-raid-of-mar-a-largo-reeks-of-double-standards/

Top URLs in Tweet in G3:
[1] https://scarsdale10583.com/section-table/102-shout-it-out/9272-congressman-bowman-explains-no-vote-on-infrastructure-bill
[1] https://www.forbes.com/sites/joewalsh/2021/11/19/house-narrowly-passes-18-trillion-build-back-better-spending-plan/
[1] https://www.riverdalepress.com/stories/bowman-to-white-house-we-told-you-so,77046
[1] https://www.independent.co.uk/news/world/americas/us-politics/psaki-democrats-biden-manchin-lie-b1979042.html
[1] https://ryerecord.com/change-agent-catherine-parker/

Top URLs in Tweet in G4:
[1] https://www.method41.com/blog/2013/08/why-i-dont-follow-anyone-on-twitter/?utm_source=twitter&utm_medium=Twitter&utm_campaign=Renew
[1] https://twitter.com/Mlsif/status/1561788311873757186
[1] https://twitter.com/benwinslow/status/1562112773366067200
[1] https://twitter.com/Mlsif/status/1562259874641317888

Top URLs in Tweet in G6:
[1] https://www.nytimes.com/2022/08/01/opinion/democrats-2024-election.html
[1] https://theconnector.substack.com/p/bonus-post-connections-capacity-and

Top URLs in Tweet in G10:
[1] https://deepclimate.org/2012/02/20/heartlands-anonymous-donor/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] toolsforthinking
[2] jewsforjamaal
[2] ny16
[2] wegov
[2] reason4hope
[2] data2knowledge
[1] economics
[1] entrepreneurialism
[1] billclinton
[1] meritocracy



Top Hashtags in Tweet in G1:
[3] toolsforthinking
[2] jewsforjamaal
[2] ny16
[1] netrootsnation
[1] netrootsnation22

Top Hashtags in Tweet in G2:
[1] pdf20
[1] wegov
[1] toolsforthinking

Top Hashtags in Tweet in G4:
[1] seconselhofossebom
[1] wegov
[1] inovacao
[1] setorpublico
[1] economics
[1] entrepreneurialism
[1] billclinton
[1] meritocracy
[1] media
[1] innovation

Top Words
Top Words in Tweet in Entire Graph:
[34] mlsif
[16] amy_siskind
[14] jamaalbowmanny
[10] democracy
[9] progressive
[9] techpresident
[8] senate
[8] more
[8] people
[8] personal

Top Words in Tweet in G1:
[14] jamaalbowmanny
[11] mlsif
[6] senate
[6] district
[5] movement
[4] state
[4] progressive
[4] mayor
[4] jewish
[3] #toolsforthinking

Top Words in Tweet in G2:
[9] techpresident
[6] mlsif
[4] lara_putnam
[4] maniati93058408
[4] myhnn
[4] stacyliles
[4] shiondev
[4] mkhalili
[4] joinunified_us
[4] tp_drg

Top Words in Tweet in G3:
[13] mlsif
[13] amy_siskind
[6] pauldillon18
[6] bill
[6] infrastructure
[4] first
[3] more
[3] vote
[3] back
[3] voted

Top Words in Tweet in G4:
[2] mais
[2] eu
[2] including
[2] political
[2] personal
[2] democracy

Top Words in Tweet in G5:
[2] democracy

Top Words in Tweet in G6:
[6] national
[4] mlsif
[4] progressive
[4] volunteers
[4] lara_putnam
[3] wrote
[3] piece
[3] democrats
[3] groups
[3] chosen

Top Words in Tweet in G9:
[2] blueboxdave
[2] david
[2] banana
[2] republic
[2] exist
[2] gratefully
[2] usa
[2] fact

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13] mlsif,amy_siskind
[8] personal,democracy
[5] pauldillon18,mlsif
[4] state,senate
[4] mlsif,lara_putnam
[4] lara_putnam,maniati93058408
[4] maniati93058408,myhnn
[4] myhnn,stacyliles
[4] stacyliles,shiondev
[4] shiondev,mkhalili

Top Word Pairs in Tweet in G1:
[4] state,senate
[3] mlsif,jamaalbowmanny
[2] overall,decent
[2] decent,night
[2] night,progressives
[2] progressives,socialists
[2] socialists,beyond
[2] beyond,congress
[2] congress,state
[2] senate,two

Top Word Pairs in Tweet in G2:
[4] mlsif,lara_putnam
[4] lara_putnam,maniati93058408
[4] maniati93058408,myhnn
[4] myhnn,stacyliles
[4] stacyliles,shiondev
[4] shiondev,mkhalili
[4] mkhalili,joinunified_us
[3] this0499154500,techpresident
[3] techpresident,mlsif
[3] joinunified_us,ragangmisak

Top Word Pairs in Tweet in G3:
[13] mlsif,amy_siskind
[5] pauldillon18,mlsif
[3] fredpolvere,mlsif
[2] ronwechsler,pauldillon18
[2] infrastructure,investment
[2] more,infrastructure
[2] flood,insurance
[2] amy_siskind,correction
[2] build,back
[2] back,better

Top Word Pairs in Tweet in G4:
[2] personal,democracy

Top Word Pairs in Tweet in G6:
[3] mlsif,wrote
[3] wrote,piece
[3] piece,national
[3] national,democrats
[3] democrats,national
[3] national,progressive
[3] progressive,groups
[3] groups,chosen
[3] chosen,interact
[3] lara_putnam,mlsif

Top Word Pairs in Tweet in G9:
[2] blueboxdave,david
[2] david,banana
[2] banana,republic
[2] republic,exist
[2] exist,gratefully
[2] gratefully,usa
[2] usa,fact

Top Replied-To
Top Replied-To in Entire Graph:
@mlsif
@fredpolvere
@ronwechsler
@pauldillon18
@updateny
@this0499154500
@tp_drg
@matqsick
@jerrymichalski
@davidmckay415

Top Replied-To in G1:
@mlsif
@fredpolvere
@amy_siskind
@emazursky
@davidmckay415
@matqsick
@jerrymichalski

Top Replied-To in G2:
@this0499154500
@tp_drg
@incrementfi

Top Replied-To in G3:
@mlsif
@ronwechsler
@pauldillon18
@updateny
@fredpolvere
@roguelib

Top Replied-To in G5:
@muralimrgs

Top Replied-To in G7:
@kojwang7

Top Replied-To in G8:
@edo_pygmy

Top Replied-To in G9:
@blueboxdave

Top Replied-To in G10:
@duty2warn

Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@amy_siskind
@jamaalbowmanny
@lara_putnam
@techpresident
@pauldillon18
@maniati93058408
@myhnn
@stacyliles
@shiondev

Top Mentioned in G1:
@jamaalbowmanny
@mlsif
@rossbarkan
@amy_siskind
@jfrejnyc
@ruth_messinger
@mikrmoore
@legislatorgashi
@nysenatorrivera
@camilo4ny

Top Mentioned in G2:
@techpresident
@mlsif
@lara_putnam
@maniati93058408
@myhnn
@stacyliles
@shiondev
@mkhalili
@joinunified_us
@ragangmisak

Top Mentioned in G3:
@amy_siskind
@mlsif
@pauldillon18
@fredpolvere

Top Mentioned in G5:
@navin_nath
@naseerudin_1

Top Mentioned in G6:
@mlsif
@lara_putnam

Top Mentioned in G7:
@kenyans

Top Mentioned in G8:
@elrufai

Top Mentioned in G9:
@the305sportsfan
@blueboxdave

Top Tweeters
Top Tweeters in Entire Graph:
@dataquarium
@laurenm57
@kenyans
@susannadw
@kevinmarks
@amy_siskind
@blueboxdave
@pauldillon18
@realmethod41
@therickydavila

Top Tweeters in G1:
@laurenm57
@therickydavila
@patticrane
@zackfinknews
@jerrymichalski
@rossbarkan
@rdthorsett
@jfrejnyc
@davekarpf
@jarango

Top Tweeters in G2:
@myhnn
@danlatorre
@this0499154500
@techpresident
@shiondev
@stacyliles
@ragangmisak
@lkscsgo
@tp_drg
@peach_lite

Top Tweeters in G3:
@amy_siskind
@pauldillon18
@ronwechsler
@provomacher
@fredpolvere
@updateny
@roguelib

Top Tweeters in G4:
@dataquarium
@susannadw
@realmethod41
@spedwybabs
@wegov
@tylerjaymartin

Top Tweeters in G5:
@navin_nath
@muralimrgs
@qweqweqweds
@naseerudin_1

Top Tweeters in G6:
@koraanserbot
@mohnslate
@lara_putnam
@donororganizers

Top Tweeters in G7:
@kenyans
@kojwang7
@_woke_asf

Top Tweeters in G8:
@elrufai
@edo_pygmy
@ichaka_bv

Top Tweeters in G9:
@blueboxdave
@inqstvmuse
@the305sportsfan

Top Tweeters in G10:
@duty2warn
@scottmichaelve1


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