#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 5/26/2022 2:57:56 PM, 277102


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#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2022-05-26_07-53-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2022-05-26_07-53-
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2022
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/3LTjQYC
@mlsif
@abarbanelfried
@iamcryptojedi
@gio77777777777
@joshalerner
@mikaelanft
@protecttruth_
@nenusergolden1
@ashisbored
@h_nebso

Top hashtags:


Description:
Description
The graph represents a network of 226 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, 26 May 2022 at 14:53 UTC.

The requested start date was Thursday, 26 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, 8-hour, 36-minute period from Thursday, 12 May 2022 at 13:07 UTC to Wednesday, 25 May 2022 at 21:44 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 : 226
Unique Edges : 259
Edges With Duplicates : 209
Total Edges : 468
Number of Edge Types : 5
Retweet : 61
MentionsInRetweet : 143
Tweet : 22
Replies to : 53
Mentions : 189
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0.0335365853658537
Reciprocated Edge Ratio : 0.0648967551622419
Connected Components : 5
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 214
Maximum Edges in a Connected Component : 458
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.967317
Graph Density : 0.00666666666666667
Modularity : 0.557213
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 226 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, 26 May 2022 at 14:53 UTC.

The requested start date was Thursday, 26 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, 8-hour, 36-minute period from Thursday, 12 May 2022 at 13:07 UTC to Wednesday, 25 May 2022 at 21:44 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:
[4] https://micahsifry.medium.com/tech-leaders-and-vcs-on-buffalo-and-great-replacement-theory-616df3e338b6
[2] https://theconnector.substack.com/p/activism-in-the-post-roe-era?r=35dq8&s=r&utm_campaign=post&utm_medium=email
[2] https://micahsifry.medium.com/the-naked-ambition-of-sean-patrick-maloney-52850d790ebd
[2] https://link.medium.com/ycwxKWWUbqb
[2] https://link.medium.com/Yaj3PsgGWpb
[2] https://twitter.com/MikeDulaimi/status/1522306898397118465?t=LXreOOIKKAfTGCuN0CwOhQ&s=19
[1] https://twitter.com/mlsif/status/1528848563479920645?s=21&t=0ieEPg1ACZaXqLozUAA60w
[1] https://www.salon.com/2022/05/19/fetus-powered-street-lamps-ramp-up-outrageous-anti-abortion-lies-ahead-of-roes-demise/
[1] https://rosenfeldmedia.com/civic-design-2022/call-for-proposals/
[1] https://twitter.com/thephilacitizen/status/1526913745322225664

Top URLs in Tweet in G1:
[2] https://micahsifry.medium.com/the-naked-ambition-of-sean-patrick-maloney-52850d790ebd
[2] https://link.medium.com/ycwxKWWUbqb
[2] https://theconnector.substack.com/p/activism-in-the-post-roe-era?r=35dq8&s=r&utm_campaign=post&utm_medium=email
[2] https://micahsifry.medium.com/tech-leaders-and-vcs-on-buffalo-and-great-replacement-theory-616df3e338b6
[2] https://twitter.com/MikeDulaimi/status/1522306898397118465?t=LXreOOIKKAfTGCuN0CwOhQ&s=19
[2] https://link.medium.com/Yaj3PsgGWpb
[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://link.medium.com/pQpSQ3EIbqb
[1] https://twitter.com/AndromedaBot/status/1527836628491767808

Top URLs in Tweet in G2:
[1] https://theconnector.substack.com/p/if-politics-is-your-hobby-horse-youre
[1] https://theconnector.substack.com/p/if-politics-is-your-hobby-horse-youre?r=a5jr6&s=r&utm_campaign=post&utm_medium=email
[1] https://theconnector.substack.com/p/if-politics-is-your-hobby-horse-youre?s=r&utm_campaign=post&utm_medium=web

Top URLs in Tweet in G7:
[1] https://twitter.com/protecttruth_/status/1513238203121209353?s=20

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

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



Top Hashtags in Tweet in G1:
[4] bansoffourbodies
[3] buffalomassacre
[2] bansoffourbody
[2] greatreplacementtheory
[2] activism
[2] politics
[1] texasschoolmassacre

Top Hashtags in Tweet in G4:
[2] aeterna

Top Words
Top Words in Tweet in Entire Graph:
[87] mlsif
[24] tech
[22] nothing
[22] great
[20] buffalo
[20] leaders
[20] vcs
[20] justinhendrix
[19] writing
[19] replacement

Top Words in Tweet in G1:
[51] mlsif
[23] tech
[20] vcs
[20] great
[20] justinhendrix
[20] nothing
[19] buffalo
[19] leaders
[19] replacement
[19] theory

Top Words in Tweet in G2:
[17] joshalerner
[17] anytime
[17] volunteer
[17] talking
[17] writing
[17] stranger
[17] basically
[17] mistake
[17] band
[17] aid

Top Words in Tweet in G4:
[5] project_aeterna
[5] gem_cmc
[5] dacryptogems07
[5] cometcalls
[5] tarabull808
[5] crypto_penn
[5] juani_martinez
[5] cryptogems555
[4] iamcryptojedi
[4] cryptoge

Top Words in Tweet in G6:
[2] karafurunft
[2] mlsif

Top Words in Tweet in G7:
[5] mlsif
[3] amprog
[2] whstancil
[2] brianbeutler
[2] drvolts
[2] mattsheffield
[2] actual
[2] will_bunch
[2] don
[2] democrats

Top Words in Tweet in G8:
[2] maisonghost
[2] trippinapenft
[2] maisongiveaways
[2] mlsif

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 Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] tech,leaders
[19] replacement,theory
[18] anytime,volunteer
[18] volunteer,talking
[18] talking,writing
[18] writing,stranger
[18] stranger,basically
[18] basically,mistake
[18] mistake,band
[18] band,aid

Top Word Pairs in Tweet in G1:
[19] replacement,theory
[18] prominent,tech
[18] tech,leaders
[18] leaders,vcs
[18] buffalo,great
[18] great,replacement
[18] theory,mlsif
[17] vcs,nothing
[17] nothing,buffalo
[14] justinhendrix,prominent

Top Word Pairs in Tweet in G2:
[17] anytime,volunteer
[17] volunteer,talking
[17] talking,writing
[17] writing,stranger
[17] stranger,basically
[17] basically,mistake
[17] mistake,band
[17] band,aid
[17] aid,lack
[16] joshalerner,anytime

Top Word Pairs in Tweet in G4:
[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

Top Word Pairs in Tweet in G7:
[2] whstancil,brianbeutler
[2] brianbeutler,mlsif
[2] mlsif,drvolts
[2] drvolts,mattsheffield
[2] will_bunch,don
[2] don,democrats
[2] democrats,mainly
[2] mainly,pacs
[2] pacs,consultants
[2] consultants,listen

Top Word Pairs in Tweet in G8:
[2] maisonghost,trippinapenft
[2] trippinapenft,maisongiveaways

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 Replied-To
Top Replied-To in Entire Graph:
@mlsif
@justinhendrix
@anatosaurus
@graemehayes
@tomtomorrow
@amprog
@alexckaufman
@maisonghost
@amy_siskind
@kenklippenstein

Top Replied-To in G1:
@mlsif
@justinhendrix
@anatosaurus
@tomtomorrow
@lipmantweets
@dcpalmer
@kevinmkruse
@fredpolvere
@jim_harper
@kenklippenstein

Top Replied-To in G2:
@aaronstrauss
@joshalerner

Top Replied-To in G3:
@nycd16indivis

Top Replied-To in G4:
@project_aeterna

Top Replied-To in G5:
@kingzero

Top Replied-To in G6:
@cyberkongz
@karafurunft

Top Replied-To in G7:
@amprog
@will_bunch
@mlsif
@cpotterpgh

Top Replied-To in G8:
@maisonghost

Top Replied-To in G9:
@danpfeiffer

Top Replied-To in G10:
@primatesnft

Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@joshalerner
@justinhendrix
@eitanhersh
@jslez
@rtraister
@motherjones
@peterhamby
@gem_cmc
@dacryptogems07

Top Mentioned in G1:
@mlsif
@justinhendrix
@jslez
@rosenfeldmedia
@tomtomorrow
@slpng_giants
@studentsdemand
@joshalerner
@eitanhersh
@drvolts

Top Mentioned in G2:
@joshalerner
@mlsif
@eitanhersh
@joinunified_us
@aaronstrauss
@delong

Top Mentioned in G3:
@docudvt
@benthomases
@mlsif
@eioconnor
@bkswjennie
@peck_kraig
@poorsarahpoor
@daviddonnelly
@dbroockman
@nfrankresearch

Top Mentioned in G4:
@gem_cmc
@dacryptogems07
@cometcalls
@tarabull808
@crypto_penn
@juani_martinez
@cryptogems555
@iamcryptojedi
@project_aeterna
@cryptoge

Top Mentioned in G5:
@jikanstudios
@roxi_____
@mlsif
@xddfhpgmbkwlhmj
@rogerwaitebxl
@lsubasketball
@kshanmugam
@kdlang
@lbfest
@bndlstudios

Top Mentioned in G6:
@mlsif
@karafurunft
@esrc
@tomfitton
@hypebeast
@atmos_tokyo
@atmos_usa
@chloexhalle
@apk_oqat_sy_bhr
@uae_iaea

Top Mentioned in G7:
@mlsif
@whstancil
@brianbeutler
@drvolts
@mattsheffield
@neeratanden
@lara_putnam
@ormorrison
@protecttruth_
@will_bunch

Top Mentioned in G8:
@trippinapenft
@maisongiveaways
@mlsif
@bhaskar_pyne
@smoss
@breweryommegang
@fbb_world

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

Top Mentioned in G10:
@greatgoatsnft
@clns_nick
@mlsif
@dfleischercamp

Top Tweeters
Top Tweeters in Entire Graph:
@_antic666_
@bethlevin
@justeves
@lizdolphinfluff
@itsilverback
@sharonvt75
@mtalpas
@maxamaxim
@kymburleigh
@lolgop

Top Tweeters in G1:
@_antic666_
@bethlevin
@lizdolphinfluff
@itsilverback
@mtalpas
@maxamaxim
@kymburleigh
@lolgop
@jeannefisher17
@bret_hitch

Top Tweeters in G2:
@delong
@beleagueredst
@jaymses
@daniel_laurison
@johndiesattheen
@footprint2wings
@paeoam
@drbruhl
@calebscoville
@aaronstrauss

Top Tweeters in G3:
@getorgbk
@nycd16indivis
@peck_kraig
@bkswjennie
@mrtomocon
@movementvote
@eioconnor
@daviddonnelly
@dbroockman
@benthomases

Top Tweeters in G4:
@cryptogems555
@nkjuls
@juani_martinez
@tarabull808
@gem_cmc
@coinmarketcap
@jkwade
@crypto_penn
@dacryptogems07
@cometcalls

Top Tweeters in G5:
@jdlovitz
@lsubasketball
@kdlang
@hopeviolin
@kingzero
@rogerwaitebxl
@hsbc_sg
@jdk
@xddfhpgmbkwlhmj
@gio77777777777

Top Tweeters in G6:
@hypebeast
@tomfitton
@chloexhalle
@atmos_usa
@esrc
@atmos_tokyo
@apk_oqat_sy_bhr
@mturco35
@uae_iaea
@cyberkongz

Top Tweeters in G7:
@sharonvt75
@brianbeutler
@will_bunch
@neeratanden
@whstancil
@amprog
@mattsheffield
@drvolts
@protecttruth_
@cpotterpgh

Top Tweeters in G8:
@smoss
@breweryommegang
@fbb_world
@maisonghost
@bhaskar_pyne
@ukrcryptonft
@danpssssd
@trippinapenft
@maisongiveaways

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

Top Tweeters in G10:
@clns_nick
@dfleischercamp
@nenusergolden1
@greatgoatsnft
@primatesnft