#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 5/19/2022 2:56:31 PM, 276629


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#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2022-05-19_07-53-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2022-05-19_07-53-
From:
NodeXLExcelAutomator
Uploaded on:
May 19, 2022
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/3MHLR6A
@mlsif
@iamcryptojedi
@abarbanelfried
@fisher_danar
@lara_putnam
@maryann31670038
@mikaelanft
@venice_vynny
@protecttruth_
@justinhendrix

Top hashtags:


Description:
Description
The graph represents a network of 203 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, 19 May 2022 at 14:53 UTC.

The requested start date was Thursday, 19 May 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, 0-hour, 23-minute period from Thursday, 05 May 2022 at 17:07 UTC to Wednesday, 18 May 2022 at 17:30 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 : 203
Unique Edges : 256
Edges With Duplicates : 211
Total Edges : 467
Number of Edge Types : 5
MentionsInRetweet : 148
Mentions : 213
Retweet : 44
Tweet : 17
Replies to : 45
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.050314465408805
Reciprocated Edge Ratio : 0.0958083832335329
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 193
Maximum Edges in a Connected Component : 457
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 3.038397
Graph Density : 0.00814514949031849
Modularity : 0.554841
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 203 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, 19 May 2022 at 14:53 UTC.

The requested start date was Thursday, 19 May 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, 0-hour, 23-minute period from Thursday, 05 May 2022 at 17:07 UTC to Wednesday, 18 May 2022 at 17:30 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:
[3] https://theconnector.substack.com/p/rob-steins-liberal-legacy
[3] https://link.medium.com/Yaj3PsgGWpb
[3] https://twitter.com/Mlsif/status/1524064012211830787
[3] https://theconnector.substack.com/p/rob-steins-liberal-legacy?s=r
[2] https://theconnector.substack.com/p/activism-in-the-post-roe-era?r=35dq8&s=r&utm_campaign=post&utm_medium=email
[2] https://twitter.com/MikeDulaimi/status/1522306898397118465?t=LXreOOIKKAfTGCuN0CwOhQ&s=19
[2] https://twitter.com/Mlsif/status/1522261627600572417
[1] https://twitter.com/thephilacitizen/status/1526913745322225664
[1] https://twitter.com/jeffreydinowitz/status/1524126625381724160
[1] https://link.medium.com/F2Pj1vrYZpb

Top URLs in Tweet in G1:
[3] https://link.medium.com/Yaj3PsgGWpb
[3] https://theconnector.substack.com/p/rob-steins-liberal-legacy?s=r
[2] https://theconnector.substack.com/p/rob-steins-liberal-legacy
[2] https://theconnector.substack.com/p/activism-in-the-post-roe-era?r=35dq8&s=r&utm_campaign=post&utm_medium=email
[1] https://link.medium.com/p8JtU6EOOpb
[1] https://theconnector.substack.com/p/rob-steins-liberal-legacy?utm_source=twitter
[1] https://twitter.com/TheJewishVote/status/1524720916734873601
[1] https://theconnector.substack.com/p/activism-in-the-post-roe-era?utm_source=twitter&sd=nfs
[1] https://theconnector.substack.com/p/special-bonus-edition-the-changing?utm_source=twitter
[1] https://www.vox.com/policy-and-politics/2017/9/28/16367580/campaigning-doesnt-work-general-election-study-kalla-broockman

Top URLs in Tweet in G3:
[1] https://twitter.com/Mlsif/status/1526569490628202496
[1] https://twitter.com/Fisher_DanaR/status/1523624686080331777
[1] https://theconnector.substack.com/p/activism-in-the-post-roe-era?token=eyJ1c2VyX2lkIjoyMjU4NzAyNCwicG9zdF9pZCI6NTUzMTc0MzMsIl8iOiJkb2loeiIsImlhdCI6MTY1Mjg3NjY4NCwiZXhwIjoxNjUyODgwMjg0LCJpc3MiOiJwdWItOTY4MzgiLCJzdWIiOiJwb3N0LXJlYWN0aW9uIn0.YXFhGTrFGCSlUUIsx9zLaTlhu7-D87Ey6QjTena1Jgc&s=r

Top URLs in Tweet in G6:
[1] https://theconnector.substack.com/p/rob-steins-liberal-legacy
[1] https://twitter.com/Mlsif/status/1522261627600572417

Top URLs in Tweet in G9:
[1] https://messagebox.substack.com/p/stuff-you-should-consume-may-12-2022?s=w

Top URLs in Tweet in G10:
[1] https://theliethatbinds.com/the-podcast/
[1] https://twitter.com/NessaWilliams/status/1522022564293271552?s=20&t=7x6v0HoYS4Rt5Hu1TvdmVg
[1] https://twitter.com/Mlsif/status/1524064012211830787

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] bansoffourbodies
[4] theliethatbinds
[2] reproductiverights
[2] aeterna
[2] bansoffourbody
[2] activism
[2] politics
[2] mayzoommtg
[1] movement
[1] climate



Top Hashtags in Tweet in G1:
[4] bansoffourbodies
[2] bansoffourbody
[2] mayzoommtg
[2] activism
[2] politics
[1] candidates
[1] ny
[1] statesenate
[1] fightautocracy
[1] truthbombs

Top Hashtags in Tweet in G2:
[2] aeterna

Top Hashtags in Tweet in G3:
[2] reproductiverights
[1] movement
[1] climate
[1] buildbackbetter

Top Hashtags in Tweet in G10:
[4] theliethatbinds
[1] brownvsboard

Top Words
Top Words in Tweet in Entire Graph:
[79] mlsif
[14] read
[13] need
[13] abortion
[11] alyssa_milano
[11] ilyseh
[11] feminist_ellie
[10] people
[10] left
[9] change

Top Words in Tweet in G1:
[39] mlsif
[12] need
[12] abortion
[10] read
[9] change
[8] politics
[6] few
[6] more
[6] compelling
[6] passing

Top Words in Tweet in G2:
[7] iamcryptojedi
[5] project_aeterna
[5] gem_cmc
[5] dacryptogems07
[5] cometcalls
[5] tarabull808
[5] crypto_penn
[5] juani_martinez
[5] cryptogems555
[4] cryptoge

Top Words in Tweet in G3:
[7] amywestervelt
[5] mlsif
[4] potential
[4] interest
[4] revkin
[4] shannonosaka
[4] katemyoder
[4] dwallacewells
[4] jeffgoodell
[4] caseyquack

Top Words in Tweet in G5:
[2] karafurunft
[2] mlsif

Top Words in Tweet in G6:
[3] mlsif

Top Words in Tweet in G7:
[2] maisonghost
[2] trippinapenft
[2] maisongiveaways
[2] mlsif

Top Words in Tweet in G8:
[3] cmasio
[3] mlsif
[3] michelleduster

Top Words in Tweet in G9:
[6] rtraister
[6] motherjones
[6] mlsif
[6] peterhamby
[5] danpfeiffer
[5] message
[5] box
[5] stuff
[5] consume
[5] featuring

Top Words in Tweet in G10:
[7] mlsif
[7] alyssa_milano
[7] ilyseh
[7] feminist_ellie
[6] great
[4] icymi
[4] podcast
[4] #theliethatbinds
[4] way
[4] folks

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11] ilyseh,feminist_ellie
[10] alyssa_milano,ilyseh
[7] mlsif,alyssa_milano
[6] rtraister,motherjones
[6] motherjones,mlsif
[6] mlsif,peterhamby
[6] compelling,read
[6] read,abortion
[6] abortion,politics
[6] politics,mlsif

Top Word Pairs in Tweet in G1:
[6] compelling,read
[6] read,abortion
[6] abortion,politics
[6] politics,mlsif
[6] mlsif,passing
[6] passing,ref
[6] ref,showing
[6] showing,change
[6] change,trumpers
[6] trumpers,minds

Top Word Pairs in Tweet in G2:
[5] project_aeterna,gem_cmc
[5] gem_cmc,dacryptogems07
[5] dacryptogems07,cometcalls
[5] cometcalls,tarabull808
[5] tarabull808,crypto_penn
[5] crypto_penn,juani_martinez
[5] juani_martinez,cryptogems555
[4] iamcryptojedi,project_aeterna
[4] cryptogems555,cryptoge
[4] ambassadorcasa,yoooo

Top Word Pairs in Tweet in G3:
[4] potential,interest
[4] interest,amywestervelt
[4] amywestervelt,revkin
[4] revkin,shannonosaka
[4] shannonosaka,katemyoder
[4] katemyoder,dwallacewells
[4] dwallacewells,jeffgoodell
[4] jeffgoodell,caseyquack
[3] jitsnz,realhottake
[3] realhottake,amywestervelt

Top Word Pairs in Tweet in G7:
[2] maisonghost,trippinapenft
[2] trippinapenft,maisongiveaways

Top Word Pairs in Tweet in G8:
[3] cmasio,mlsif
[3] mlsif,michelleduster

Top Word Pairs in Tweet in G9:
[6] rtraister,motherjones
[6] motherjones,mlsif
[6] mlsif,peterhamby
[5] message,box
[5] box,stuff
[5] stuff,consume
[5] consume,featuring
[5] featuring,jillfilipovic
[5] jillfilipovic,rtraister
[4] danpfeiffer,message

Top Word Pairs in Tweet in G10:
[7] mlsif,alyssa_milano
[7] alyssa_milano,ilyseh
[7] ilyseh,feminist_ellie
[4] feminist_ellie,icymi
[4] icymi,podcast
[4] podcast,#theliethatbinds
[4] #theliethatbinds,great
[4] great,way
[4] way,folks
[4] folks,grab

Top Replied-To
Top Replied-To in Entire Graph:
@mlsif
@mattduss
@mark_histed
@graemehayes
@maisonghost
@amprog
@mattyglesias
@fredpolvere
@kevinmkruse
@dcpalmer

Top Replied-To in G1:
@mark_histed
@mlsif
@amprog
@mattyglesias
@justinhendrix
@elipariser
@mattduss
@kirstyjmcneill
@lipmantweets
@dcpalmer

Top Replied-To in G2:
@project_aeterna
@ambassadorcasa

Top Replied-To in G3:
@graemehayes
@fisher_danar

Top Replied-To in G4:
@nycd16indivis

Top Replied-To in G5:
@cyberkongz
@karafurunft

Top Replied-To in G6:
@henryfarrell
@3vansutton

Top Replied-To in G7:
@maisonghost

Top Replied-To in G8:
@hokehustles
@ameerhussainn
@0xtajigen

Top Replied-To in G9:
@danpfeiffer

Top Replied-To in G10:
@mlsif

Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@alyssa_milano
@ilyseh
@feminist_ellie
@amywestervelt
@iamcryptojedi
@rtraister
@motherjones
@peterhamby
@samadlerbell

Top Mentioned in G1:
@mlsif
@protecttruth_
@alyssa_milano
@ilyseh
@feminist_ellie
@nycd16indivis
@drvolts
@dangillmor
@thephilacitizen
@whstancil

Top Mentioned in G2:
@iamcryptojedi
@gem_cmc
@dacryptogems07
@cometcalls
@tarabull808
@crypto_penn
@juani_martinez
@cryptogems555
@project_aeterna
@cryptoge

Top Mentioned in G3:
@amywestervelt
@mlsif
@revkin
@shannonosaka
@katemyoder
@dwallacewells
@jeffgoodell
@caseyquack
@jitsnz
@realhottake

Top Mentioned in G4:
@docudvt
@benthomases
@mlsif
@eioconnor
@bkswjennie
@peck_kraig
@poorsarahpoor
@daviddonnelly
@dbroockman
@nfrankresearch

Top Mentioned in G5:
@mlsif
@karafurunft
@esrc
@tomfitton
@hypebeast
@atmos_tokyo
@atmos_usa
@chloexhalle
@apk_oqat_sy_bhr
@uae_iaea

Top Mentioned in G6:
@mlsif
@heerjeet
@tomphilpott
@daschloz
@sam_rosenfeld
@hahriehan
@daniel_j_galvin
@josephkanthony

Top Mentioned in G7:
@trippinapenft
@maisongiveaways
@mlsif
@bhaskar_pyne
@smoss
@breweryommegang
@fbb_world

Top Mentioned in G8:
@cmasio
@mlsif
@michelleduster
@flipprtool
@nanoversehq
@ameergiveaway

Top Mentioned in G9:
@rtraister
@motherjones
@mlsif
@peterhamby
@jillfilipovic
@danpfeiffer

Top Mentioned in G10:
@alyssa_milano
@ilyseh
@feminist_ellie
@holleya
@mlsif
@mark_histed

Top Tweeters
Top Tweeters in Entire Graph:
@_antic666_
@justeves
@kirkmurphy
@lizdolphinfluff
@flightbomb
@tummler10
@joke2power
@lolgop
@jesusnarrowway
@vickimo08056436

Top Tweeters in G1:
@_antic666_
@kirkmurphy
@lolgop
@laurenm57
@cookingtheresa
@brianbeutler
@mcbyrne
@ggreeneva
@markwwilsonmd
@mickeleh

Top Tweeters in G2:
@cryptogems555
@nkjuls
@juani_martinez
@tarabull808
@gem_cmc
@coinmarketcap
@jkwade
@jisuartist
@crypto_penn
@dacryptogems07

Top Tweeters in G3:
@joanwalsh
@revkin
@fisher_danar
@dwallacewells
@mariannealexa12
@sarahkaplan48
@sominisengupta
@valeriocnn
@mollyjongfast
@borenbears

Top Tweeters in G4:
@getorgbk
@peck_kraig
@bkswjennie
@mrtomocon
@movementvote
@eioconnor
@daviddonnelly
@dbroockman
@benthomases
@abarbanelfried

Top Tweeters in G5:
@hypebeast
@tomfitton
@chloexhalle
@atmos_usa
@esrc
@atmos_tokyo
@apk_oqat_sy_bhr
@mturco35
@uae_iaea
@cyberkongz

Top Tweeters in G6:
@heerjeet
@3vansutton
@tomphilpott
@henryfarrell
@sam_rosenfeld
@lara_putnam
@daschloz
@hahriehan
@daniel_j_galvin
@josephkanthony

Top Tweeters in G7:
@smoss
@breweryommegang
@fbb_world
@maisonghost
@bhaskar_pyne
@ukrcryptonft
@danpssssd
@trippinapenft
@maisongiveaways

Top Tweeters in G8:
@hokehustles
@michelleduster
@cmasio
@ameerhussainn
@nanoversehq
@ameergiveaway
@maryann31670038
@flipprtool
@0xtajigen

Top Tweeters in G9:
@justeves
@motherjones
@commonedition
@danpfeiffer
@stopakyitzy
@rtraister
@peterhamby
@jillfilipovic

Top Tweeters in G10:
@joke2power
@jesusnarrowway
@alyssa_milano
@holleya
@pakitaleone
@ilyseh
@feminist_ellie
@mark_histed


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