#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 6/23/2022 2:58:34 PM, 278646


FAQ | Problem?

#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2022-06-23_07-53-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2022-06-23_07-53-
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/3yeFl2t
@mlsif
@stranointuito
@fisher_danar
@eioconnor
@eitanhersh
@hiskey22
@nycd16indivis
@lnkdin
@johntonn
@lizrdeb

Top hashtags:
#roevwade

Description:
Description
The graph represents a network of 103 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, 23 June 2022 at 14:53 UTC.

The requested start date was Thursday, 23 June 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 13-day, 7-hour, 21-minute period from Thursday, 09 June 2022 at 09:39 UTC to Wednesday, 22 June 2022 at 17:01 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 : 103
Unique Edges : 103
Edges With Duplicates : 77
Total Edges : 180
Number of Edge Types : 5
Replies to : 21
Tweet : 26
Retweet : 25
MentionsInRetweet : 36
Mentions : 72
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.0555555555555556
Reciprocated Edge Ratio : 0.105263157894737
Connected Components : 12
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 84
Maximum Edges in a Connected Component : 161
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.690996
Graph Density : 0.010850942318675
Modularity : 0.45767
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 103 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, 23 June 2022 at 14:53 UTC.

The requested start date was Thursday, 23 June 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 13-day, 7-hour, 21-minute period from Thursday, 09 June 2022 at 09:39 UTC to Wednesday, 22 June 2022 at 17:01 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:
[3] https://twitter.com/Mlsif/status/1539258400437157888
[3] https://link.medium.com/gc2WmnU0Iqb
[2] https://link.medium.com/qYAwM1rxUqb
[2] https://secure.actblue.com/donate/jb-web-new
[2] https://techpresident.com/best-cms-platform-for-website/
[1] https://twitter.com/lizrdeb/status/1539436951740227591
[1] https://theconnector.substack.com/p/the-seven-minute-abs-of-electioneering?r=103mi&s=r&utm_campaign=post&utm_medium=email
[1] https://theconnector.substack.com/subscribe
[1] https://link.medium.com/hnQ19L15Vqb
[1] https://twitter.com/January6thCmte/status/1536815728208355330

Top URLs in Tweet in G1:
[3] https://link.medium.com/gc2WmnU0Iqb
[2] https://link.medium.com/qYAwM1rxUqb
[1] https://link.medium.com/hnQ19L15Vqb
[1] https://link.medium.com/g4FEzyU8Iqb
[1] https://twitter.com/WeAreNew_Public/status/1534949711861497857
[1] https://twitter.com/naomiaklein/status/1536532206809542656
[1] https://twitter.com/weirddalle/status/1536809801690365954
[1] https://twitter.com/TheRaDR/status/1537270499784400906
[1] https://twitter.com/adamdavidson/status/1537056348201959425
[1] https://theconnector.substack.com/p/the-seven-minute-abs-of-electioneering?utm_source=twitter&sd=pf

Top URLs in Tweet in G3:
[1] https://www.thenation.com/article/politics/democrats-clapping-tinkerbell/
[1] https://twitter.com/marcportermagee/status/1538829991789608960
[1] https://micahsifry.medium.com/why-the-january-6th-hearings-matter-93a454481855
[1] https://micahsifry.medium.com/how-the-january-6th-hearings-could-surprise-us-58cf4ced427

Top URLs in Tweet in G4:
[2] https://secure.actblue.com/donate/jb-web-new
[1] https://twitter.com/lizrdeb/status/1539436951740227591

Top URLs in Tweet in G5:
[2] https://twitter.com/Mlsif/status/1539258400437157888
[1] https://theconnector.substack.com/p/the-seven-minute-abs-of-electioneering

Top URLs in Tweet in G6:
[1] https://twitter.com/Mlsif/status/1534983894071656448
[1] https://twitter.com/mlsif/status/1539258400437157888
[1] https://twitter.com/Mlsif/status/1539258400437157888

Top URLs in Tweet in G8:
[1] https://forgeorganizing.org/article/interview-doran-schrantz
[1] https://twitter.com/Mlsif/status/1536743732531412992

Top URLs in Tweet in G10:
[1] https://theconnector.substack.com/subscribe

Top Domains
Top Domains in Tweet in Entire Graph:
[16] twitter.com
[11] medium.com
[8] substack.com
[2] actblue.com
[2] techpresident.com
[1] thenation.com
[1] forgeorganizing.org
[1] truth11.com

Top Domains in Tweet in G1:
[9] medium.com
[8] twitter.com
[6] substack.com
[1] truth11.com

Top Domains in Tweet in G3:
[2] medium.com
[1] thenation.com
[1] twitter.com

Top Domains in Tweet in G4:
[2] actblue.com
[1] twitter.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] substack.com

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

Top Domains in Tweet in G8:
[1] forgeorganizing.org
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] roevwade
[3] january6thhearings
[3] january6thcommitteehearings
[2] january6thcommittee
[2] gunviolence
[2] politics
[2] cms
[2] website
[2] wordpress
[2] drupal



Top Hashtags in Tweet in G1:
[3] january6thcommitteehearings
[2] january6thhearings
[2] january6thcommittee
[1] magarepublicans
[1] headhurts
[1] roevwade
[1] gunviolence
[1] jan6justice
[1] politics
[1] jan6thhearings

Top Hashtags in Tweet in G3:
[4] roevwade
[1] gunviolence
[1] reproductiverights
[1] climate
[1] politics

Top Hashtags in Tweet in G6:
[1] democracy
[1] january6thhearings
[1] goptraitorstodemocracy
[1] voteblue2022
[1] votebluetosavedemocracy
[1] voteblueorwearescrewed

Top Words
Top Words in Tweet in Entire Graph:
[38] mlsif
[13] democracy
[12] needs
[10] newsletter
[9] weirddalle
[8] personal
[8] more
[8] met
[7] eitanhersh
[7] micah

Top Words in Tweet in G1:
[24] mlsif
[12] needs
[9] weirddalle
[8] met
[6] trump
[6] society
[5] become
[5] more
[5] great
[4] much

Top Words in Tweet in G3:
[4] #roevwade
[4] piece
[4] summarizes
[4] point
[4] political
[4] infrastructure
[4] wars
[4] non
[4] locals
[4] mlsif

Top Words in Tweet in G4:
[3] nycd16indivis
[2] hiskey22
[2] mlsif
[2] gave
[2] jamaalbowmanny
[2] join
[2] supporting
[2] excellent
[2] congressman

Top Words in Tweet in G5:
[4] eitanhersh
[3] shared
[3] micah
[3] newsletter
[2] few
[2] thoughts
[2] mlsif

Top Words in Tweet in G6:
[5] democracy
[3] personal
[2] day
[2] means
[2] freedom
[2] choose
[2] really
[2] things

Top Words in Tweet in G8:
[3] thanks
[3] mlsif
[3] shout
[3] latest
[3] newsletter
[3] forgeorganizing
[3] interview
[3] article
[3] between
[2] deepakpateriya1

Top Words in Tweet in G9:
[3] hai
[2] china
[2] ke
[2] budget
[2] billion
[2] doller

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8] mlsif,weirddalle
[7] needs,met
[6] personal,democracy
[5] #roevwade,piece
[5] piece,summarizes
[5] summarizes,point
[5] point,political
[5] political,infrastructure
[5] infrastructure,wars
[5] wars,non

Top Word Pairs in Tweet in G1:
[8] mlsif,weirddalle
[7] needs,met
[4] people's,needs
[3] much,better
[3] weirddalle,people's
[3] met,become
[3] become,great
[3] great,contributors
[3] contributors,society
[3] society,needs

Top Word Pairs in Tweet in G3:
[4] #roevwade,piece
[4] piece,summarizes
[4] summarizes,point
[4] point,political
[4] political,infrastructure
[4] infrastructure,wars
[4] wars,non
[4] non,locals
[3] fisher_danar,#roevwade
[2] mlsif,high

Top Word Pairs in Tweet in G4:
[2] gave,jamaalbowmanny
[2] jamaalbowmanny,join
[2] join,supporting
[2] supporting,excellent
[2] excellent,congressman
[2] congressman,nycd16indivis

Top Word Pairs in Tweet in G5:
[2] shared,few
[2] few,thoughts
[2] thoughts,micah
[2] micah,newsletter
[2] eitanhersh,mlsif

Top Word Pairs in Tweet in G6:
[2] democracy,day

Top Word Pairs in Tweet in G8:
[3] thanks,mlsif
[3] mlsif,shout
[3] shout,latest
[3] latest,newsletter
[3] newsletter,forgeorganizing
[3] forgeorganizing,interview
[3] interview,article
[3] article,between
[2] deepakpateriya1,thanks

Top Word Pairs in Tweet in G9:
[2] billion,doller

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@weirddalle
@eitanhersh
@fisher_danar
@jon_gluck
@forgeorganizing
@nycd16indivis
@hiskey22
@thenation
@v_williamson

Top Mentioned in G1:
@mlsif
@weirddalle
@fisher_danar
@jon_gluck
@eitanhersh
@tombezauciel
@repraskin
@lizrdeb
@cityandstateny
@jamesfallows

Top Mentioned in G2:
@derekvitu
@andrewjuey
@10kcryptoklepto
@cryptoagency99
@egiop1
@szimm98
@tamungl
@hasan_kadriye
@channonisaac
@porsaotome

Top Mentioned in G3:
@mlsif
@fisher_danar
@thenation
@v_williamson
@bsosumd
@essnet
@womenalso
@shesource
@joanwalsh
@lara_putnam

Top Mentioned in G4:
@nycd16indivis
@hiskey22
@mlsif
@jamaalbowmanny
@andreascousins
@gloxiniadudman
@ml

Top Mentioned in G5:
@eitanhersh
@mlsif

Top Mentioned in G7:
@letsallbefrends
@lpapenoo

Top Mentioned in G8:
@mlsif
@forgeorganizing
@deepakpateriya1
@dschrantz

Top Mentioned in G10:
@opengovhub
@mlsif

Top Tweeters
Top Tweeters in Entire Graph:
@jjj5819
@laurenm57
@wpbot_rt
@dstipson
@joanwalsh
@lizrdeb
@thenation
@sjf1
@teepal2
@sifill_ldf

Top Tweeters in G1:
@laurenm57
@sjf1
@sifill_ldf
@rberger
@ryangrim
@wa8dzp
@murshedz
@arimelber
@cityandstateny
@vjack

Top Tweeters in G2:
@derekvitu
@szimm98
@jgomezmargeri
@stranointuito
@egiop1
@10kcryptoklepto
@shaybee007
@cryptoagency99
@andrewjuey
@goblinlawnwtf

Top Tweeters in G3:
@jjj5819
@joanwalsh
@thenation
@fisher_danar
@bsosumd
@lara_putnam
@shesource
@philaroneanu
@jon_gluck
@v_williamson

Top Tweeters in G4:
@lizrdeb
@nycd16indivis
@jamaalbowmanny
@dr_connally
@ml
@eioconnor
@andreascousins
@hiskey22
@gloxiniadudman

Top Tweeters in G5:
@jon_m_rob
@danlatorre
@jacob_derechin
@davidslifka
@eitanhersh

Top Tweeters in G6:
@dstipson
@shiresteve
@kirstyjmcneill
@wipafrica_
@peopledecidepod

Top Tweeters in G7:
@roseba
@lpapenoo
@kelayzz
@letsallbefrends

Top Tweeters in G8:
@dschrantz
@forgeorganizing
@deepakpateriya1

Top Tweeters in G9:
@rahulgandhi
@vishal3sharma

Top Tweeters in G10:
@opengovhub
@johntonn