#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 2/24/2022 6:13:27 PM, 272251


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#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2022-02-24_07-59-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2022-02-24_07-59-
From:
NodeXLExcelAutomator
Uploaded on:
February 24, 2022
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/35orF9c
@mlsif
@makang_mini
@hyunchul_kim_
@eioconnor
@alyssafadenmaps
@loreleikelly
@patticrane
@gman_kings
@sickinvite_
@zipzippe

Top hashtags:
#online

Description:
Description
The graph represents a network of 165 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, 24 February 2022 at 16:00 UTC.

The requested start date was Thursday, 24 February 2022 at 01:01 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, 21-hour, 7-minute period from Thursday, 10 February 2022 at 01:14 UTC to Wednesday, 23 February 2022 at 22:21 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 : 165
Unique Edges : 174
Edges With Duplicates : 54
Total Edges : 228
Number of Edge Types : 5
Replies to : 17
Mentions : 150
Retweet : 18
MentionsInRetweet : 33
Tweet : 10
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0211640211640212
Reciprocated Edge Ratio : 0.0414507772020725
Connected Components : 5
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 149
Maximum Edges in a Connected Component : 205
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 3.419094
Graph Density : 0.00713229859571323
Modularity : 0.707958
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 165 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, 24 February 2022 at 16:00 UTC.

The requested start date was Thursday, 24 February 2022 at 01:01 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, 21-hour, 7-minute period from Thursday, 10 February 2022 at 01:14 UTC to Wednesday, 23 February 2022 at 22:21 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://pdfukraine.org/en/home-page/
[2] https://techpresident.com/new-technology-changing-world-of-web-design/
[1] https://theline.substack.com/p/dispatch-from-the-ottawa-front-sloly
[1] https://micahsifry.medium.com/alt-tech-and-the-great-secession-a9f37abb794f
[1] https://micahsifry.medium.com/how-covid-may-change-politics-for-good-3635afcdee2e
[1] https://micahsifry.medium.com/freedom-convoys-or-mob-rule-829c56347001
[1] https://www.theguardian.com/politics/2022/jan/23/internet-access-decline-civic-engagement-ukhttps://newrepublic.com/article/165152/arizona-cyber-ninjas-audit-guys-save-democracy
[1] https://twitter.com/patticrane/status/1496367443241213952
[1] https://theconnector.substack.com/p/watching-the-peoples-convoy-get-moving?utm_source=url
[1] https://theconnector.substack.com/p/digital-organizing-as-if-volunteers?r=1atxk&utm_campaign=post&utm_medium=web

Top URLs in Tweet in G2:
[1] https://www.washingtonpost.com/nation/2022/02/09/suburban-women-voters-organize
[1] https://link.medium.com/WZijaN3Bxnb
[1] https://link.medium.com/u3THa2l7Dnb
[1] https://link.medium.com/HYeGzFUFFnb
[1] https://theconnector.substack.com/p/movement-building-as-the-pandemic
[1] https://link.medium.com/ca4N3XpeRnb
[1] https://theconnector.substack.com/p/watching-the-peoples-convoy-get-moving?utm_source=twitter
[1] https://link.medium.com/POLxYR3fTnb
[1] https://theline.substack.com/p/dispatch-from-the-ottawa-front-sloly
[1] https://micahsifry.medium.com/alt-tech-and-the-great-secession-a9f37abb794f

Top URLs in Tweet in G5:
[1] https://twitter.com/Nycd16Indivis/status/1490171123442626560

Top URLs in Tweet in G7:
[1] https://beeckcenter.georgetown.edu/report/a-community-builds-an-app-with-congress/

Top URLs in Tweet in G8:
[1] https://theconnector.substack.com/p/digital-organizing-as-if-volunteers?r=1atxk&utm_campaign=post&utm_medium=web

Top URLs in Tweet in G9:
[2] https://pdfukraine.org/en/home-page/
[1] https://www.oporaua.org/en/announce/other/forum/23863-maibutnie-viboriv-personal-democracy-forum-ukraine22?fbclid=IwAR2-oTtNuwqbRRtV_H5ZGxgmpl_N51nRM438UmGRFcYWC4l-5OPpgmmXz2k

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] online
[2] elections
[2] technology
[1] p2e
[1] gamefi
[1] metaverse
[1] gamenfts
[1] blockchain
[1] disinfoconvoy
[1] follow



Top Hashtags in Tweet in G2:
[1] mytwitteranniversary
[1] p2e
[1] gamefi
[1] metaverse
[1] gamenfts
[1] blockchain
[1] disinfoconvoy

Top Hashtags in Tweet in G5:
[1] justicenotfear

Top Hashtags in Tweet in G6:
[1] follow
[1] ff
[1] followfriday
[1] followtrain
[1] friday
[1] maps
[1] mapmaker

Top Hashtags in Tweet in G9:
[2] elections

Top Words
Top Words in Tweet in Entire Graph:
[26] mlsif
[11] guest
[10] brilliant
[10] article
[10] editor
[10] libby
[10] falck
[10] center
[10] humans
[10] tired

Top Words in Tweet in G2:
[16] mlsif
[5] people
[4] think
[4] covid
[4] social
[4] jon_gluck
[3] re
[3] always
[3] really
[3] time

Top Words in Tweet in G3:
[2] nftbuster
[2] wax_io
[2] cryptoyuna
[2] ladydclxvi
[2] khoshy
[2] cometwtf
[2] nftradar
[2] neftyblocks
[2] graffitikings
[2] thegkclubhouse

Top Words in Tweet in G5:
[2] indiviswstchr
[2] indivisnewroc
[2] nwbronxindiv
[2] indvsblescarsdl
[2] es_indivisible
[2] mayormikespano
[2] dr_connally
[2] activistlish

Top Words in Tweet in G7:
[2] democracy
[2] evolving
[2] tech
[2] data
[2] created
[2] unprecedented
[2] ways
[2] community
[2] information
[2] providers

Top Words in Tweet in G8:
[10] brilliant
[10] article
[10] guest
[10] editor
[10] libby
[10] falck
[10] center
[10] humans
[10] tired
[10] old

Top Words in Tweet in G9:
[4] opora
[4] personal
[4] democracy
[4] forum
[3] th
[3] march
[3] electoral
[3] more
[2] working
[2] transparen_cee

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10] brilliant,article
[10] article,guest
[10] guest,editor
[10] editor,libby
[10] libby,falck
[10] falck,center
[10] center,humans
[10] humans,tired
[10] tired,old
[10] old,campaign

Top Word Pairs in Tweet in G2:
[4] jon_gluck,mlsif
[3] mlsif,parler
[3] parler,gab
[3] gab,two
[3] two,biggest
[3] biggest,hubs
[3] hubs,people
[3] people,gotten
[3] gotten,kicked
[3] kicked,mainstream

Top Word Pairs in Tweet in G3:
[2] nftbuster,wax_io
[2] wax_io,cryptoyuna
[2] cryptoyuna,ladydclxvi
[2] ladydclxvi,khoshy
[2] khoshy,cometwtf
[2] cometwtf,nftradar
[2] nftradar,neftyblocks
[2] graffitikings,thegkclubhouse
[2] mlsif,_wampa__stompa
[2] _wampa__stompa,boriscreator

Top Word Pairs in Tweet in G5:
[2] indiviswstchr,indivisnewroc
[2] indivisnewroc,nwbronxindiv
[2] nwbronxindiv,indvsblescarsdl
[2] indvsblescarsdl,es_indivisible
[2] es_indivisible,mayormikespano
[2] mayormikespano,dr_connally
[2] dr_connally,activistlish

Top Word Pairs in Tweet in G7:
[2] democracy,evolving
[2] evolving,tech
[2] tech,data
[2] data,created
[2] created,unprecedented
[2] unprecedented,ways
[2] ways,community
[2] community,information
[2] information,providers
[2] providers,cover

Top Word Pairs in Tweet in G8:
[10] brilliant,article
[10] article,guest
[10] guest,editor
[10] editor,libby
[10] libby,falck
[10] falck,center
[10] center,humans
[10] humans,tired
[10] tired,old
[10] old,campaign

Top Word Pairs in Tweet in G9:
[4] personal,democracy
[4] democracy,forum
[3] th,personal
[2] opora,working
[2] working,transparen_cee
[2] transparen_cee,techsoupeurope
[2] techsoupeurope,osce_odihr
[2] osce_odihr,organize
[2] organize,th
[2] forum,ukraine

Top Replied-To
Top Replied-To in Entire Graph:
@mlsif
@sgeofrank
@daviesnow
@rospars
@hustleofwargame
@precisionn25
@terkehhbsc
@bigcuenft
@holyversenft
@sickinvite_

Top Replied-To in G1:
@holyversenft

Top Replied-To in G2:
@mlsif
@sgeofrank
@rospars
@daviesnow
@hustleofwargame
@terkehhbsc

Top Replied-To in G3:
@sickinvite_
@nftbuster

Top Replied-To in G4:
@bm_saw

Top Replied-To in G5:
@indiviswstchr

Top Replied-To in G9:
@opora

Top Replied-To in G10:
@bigcuenft

Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@patticrane
@jon_gluck
@techpresident
@opora
@wax_io
@cryptoyuna
@ladydclxvi
@khoshy
@cometwtf

Top Mentioned in G1:
@lk
@nayafia
@haw0929
@xmioart
@vp
@mnek
@mlsif
@mlsist
@mfk600
@dfg_mgk

Top Mentioned in G2:
@mlsif
@jon_gluck
@jamesbmeigs
@bariweiss
@aswathdamodaran
@qwrxify
@libbyfalck
@slimaniislam
@twamthebomb

Top Mentioned in G3:
@wax_io
@cryptoyuna
@ladydclxvi
@khoshy
@cometwtf
@nftradar
@neftyblocks
@graffitikings
@thegkclubhouse
@mlsif

Top Mentioned in G4:
@tg_fame
@ehands_
@crypto_prince2
@nft_prmotr
@hocaneshaw
@nftpromoter_1
@cryptoartist78
@ekalakhani
@lkkinetic
@kladyga

Top Mentioned in G5:
@indivisnewroc
@nwbronxindiv
@indvsblescarsdl
@es_indivisible
@mayormikespano
@dr_connally
@activistlish
@eioconnor
@indiviswstchr
@mls

Top Mentioned in G6:
@tananarivedue
@saubhacks
@nationkenn
@sustainus
@usrebelalliance
@mlsif
@frucool
@redddfer44
@jasonabdin
@secretdirective

Top Mentioned in G7:
@loreleikelly
@city_bureau
@poynter
@ampress
@knightfdn
@shorensteinctr
@vivian
@wearehearken
@democracyfund
@opensociety

Top Mentioned in G8:
@patticrane
@mlsif

Top Mentioned in G9:
@opora
@transparen_cee
@techsoupeurope
@osce_odihr
@gndemexchanges

Top Mentioned in G10:
@karutinft
@dmose
@mlsif
@asposner

Top Tweeters
Top Tweeters in Entire Graph:
@satyajit1910
@laurenm57
@mls
@codeforpdx
@starkidcorner
@tananarivedue
@cjd02
@frontendlovebot
@poynter
@melonteee

Top Tweeters in G1:
@cjd02
@mlsist
@ac360
@erictopol
@so1kim3
@llcoolj
@mnek
@cmpunk
@cng
@aoc

Top Tweeters in G2:
@laurenm57
@justinhendrix
@timkarr
@daviesnow
@jamesbmeigs
@mlsif
@bariweiss
@ldmark
@jon_gluck
@turner4d

Top Tweeters in G3:
@khoshy
@cryptoyuna
@graffitikings
@wax_io
@_wampa__stompa
@nftradar
@gman_kings
@cometwtf
@boriscreator
@sickinvite_

Top Tweeters in G4:
@xdarzethx
@hocaneshaw
@crypto_prince2
@bm_saw
@nftpromoter_1
@ekalakhani
@zdsaoza
@lkkinetic
@kladyga
@cageybaby1

Top Tweeters in G5:
@mls
@indivisibleteam
@indiviswstchr
@es_indivisible
@mimirocah1
@indivisnewroc
@indvsblharlem
@mayormikespano
@dr_connally
@larchmontmamar1

Top Tweeters in G6:
@starkidcorner
@tananarivedue
@025_ajax
@nationkenn
@sustainus
@frucool
@redddfer44
@alyssafadenmaps
@saubhacks
@usrebelalliance

Top Tweeters in G7:
@codeforpdx
@poynter
@knightfdn
@opensociety
@shorensteinctr
@vivian
@loreleikelly
@ampress
@city_bureau
@wearehearken

Top Tweeters in G8:
@patticrane
@neimanohio
@dbindsch
@indivisible_kc
@msarielknox
@oregonizers
@beeceebeach
@bernardy_peggy
@a4dpdx
@keizerorind

Top Tweeters in G9:
@opora
@gndemexchanges
@osce_odihr
@techsoupeurope
@epde_org
@transparen_cee

Top Tweeters in G10:
@dmose
@zipzippe
@bigcuenft
@karutinft
@asposner


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