#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 3/12/2020 1:51:41 AM, 222758


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#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2020-03-11_18-18-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2020-03-11_18-18-
From:
NodeXLExcelAutomator
Uploaded on:
March 12, 2020
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL http://bit.ly/38KI2c4
@mlsif
@pdfcee
@stereogab
@marcidale
@civichall
@fisher_danar
@kmsmmns
@myconstitution
@lara_putnam
@andrei_kononov

Top hashtags:
#civictech
#wegov

Description:
Description
The graph represents a network of 124 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, 12 March 2020 at 01:18 UTC.

The requested start date was Thursday, 12 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 3-hour, 17-minute period from Thursday, 27 February 2020 at 11:00 UTC to Wednesday, 11 March 2020 at 14:17 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 : 124
Unique Edges : 185
Edges With Duplicates : 242
Total Edges : 427
Number of Edge Types : 4
Mentions : 214
MentionsInRetweet : 146
Replies to : 41
Tweet : 26
Self-Loops : 26
Reciprocated Vertex Pair Ratio : 0.0533980582524272
Reciprocated Edge Ratio : 0.101382488479263
Connected Components : 12
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 90
Maximum Edges in a Connected Component : 375
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.665317
Graph Density : 0.0142276422764228
Modularity : 0.362634
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 124 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, 12 March 2020 at 01:18 UTC.

The requested start date was Thursday, 12 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 3-hour, 17-minute period from Thursday, 27 February 2020 at 11:00 UTC to Wednesday, 11 March 2020 at 14:17 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:
[7] http://events.codefor.nl?#2qggt3tepl2ajmjdbnts7pgv63
[3] https://prospect.org/politics/change-voters-sympathies-deep-canvassing/
[3] https://civictech.guide/
[3] https://www.pdfa.org/20th-birthday-release-itext-7-1-10/
[2] https://www.opendemocracy.net/en/transformation/to-change-voters-sympathies-its-time-to-go-deep/
[2] https://twitter.com/johnpaulfarmer/status/1233183111606931456
[2] https://twitter.com/Mlsif/status/615846472
[2] https://twitter.com/mySociety/status/1234925302679207936
[1] https://www.washingtonpost.com/politics/2019/09/28/young-climate-strikers-marching-this-week-are-all-fired-up-ready-vote/
[1] https://prospect.org/politics/resistance-women-loved-elizabeth-warren-didnt-fight-for-her/

Top URLs in Tweet in G1:
[2] https://www.opendemocracy.net/en/transformation/to-change-voters-sympathies-its-time-to-go-deep/
[2] https://prospect.org/politics/change-voters-sympathies-deep-canvassing/
[1] https://twitter.com/ct_bergstrom/status/1235865328074153986
[1] https://twitter.com/mySociety/status/1234925302679207936
[1] https://civictech.guide/
[1] https://twitter.com/Mlsif/status/615846472
[1] https://www.pnas.org/content/104/18/7582

Top URLs in Tweet in G2:
[2] https://twitter.com/johnpaulfarmer/status/1233183111606931456
[1] https://forgeorganizing.org/article/textathons-black-joy-how-color-change-re-imagining-organizing
[1] https://twitter.com/mySociety/status/1234925302679207936
[1] https://tictec.mysociety.org/2020
[1] https://actionnetwork.org/petitions/hold-personal-democracy-forum-2020-in-an-online-metaverse

Top URLs in Tweet in G3:
[1] https://personaldemocracy.com/conferences/europe/2014-pl/sponsors
[1] https://www.youtube.com/watch?v=nFN4mfKYHtw&app=desktop

[1] http://personaldemocracy.com/files/sponsorship_PDF2014_short.pdf

Top URLs in Tweet in G5:
[1] https://prospect.org/politics/change-voters-sympathies-deep-canvassing/
[1] https://www.washingtonpost.com/politics/2019/09/28/young-climate-strikers-marching-this-week-are-all-fired-up-ready-vote/
[1] https://prospect.org/politics/resistance-women-loved-elizabeth-warren-didnt-fight-for-her/

Top URLs in Tweet in G6:
[1] https://pdfcee.pl/
[1] https://pdfcee.pl/en
[1] https://www.citizensforeurope.eu/agenda/personal-democracy-forum

Top URLs in Tweet in G7:
[2] https://civictech.guide/
[1] http://tweetedtimes.com/topic/timoreilly/gov20?s=tnp

Top URLs in Tweet in G9:
[3] https://www.pdfa.org/20th-birthday-release-itext-7-1-10/

Top URLs in Tweet in G10:
[7] http://events.codefor.nl?#2qggt3tepl2ajmjdbnts7pgv63
[1] https://media.gdansk.pl/komunikaty/487989/rusza-rekrutacja-na-personal-democracy-forum
[1] http://www.tre-pr.jus.br/imprensa/noticias-tre-pr/2020/Marco/projeto-de-comunicacao-do-tre-pr-e-eleito-case-de-inovacao-no-setor-publico

Top Domains
Top Domains in Tweet in Entire Graph:
[8] twitter.com
[7] codefor.nl
[4] prospect.org
[3] civictech.guide
[3] youtube.com
[3] pdfa.org
[2] opendemocracy.net
[2] personaldemocracy.com
[2] pdfcee.pl
[1] washingtonpost.com

Top Domains in Tweet in G1:
[3] twitter.com
[2] opendemocracy.net
[2] prospect.org
[1] civictech.guide
[1] pnas.org

Top Domains in Tweet in G2:
[3] twitter.com
[1] forgeorganizing.org
[1] mysociety.org
[1] actionnetwork.org

Top Domains in Tweet in G3:
[2] personaldemocracy.com
[1] youtube.com

Top Domains in Tweet in G5:
[2] prospect.org
[1] washingtonpost.com

Top Domains in Tweet in G6:
[2] pdfcee.pl
[1] citizensforeurope.eu

Top Domains in Tweet in G7:
[2] civictech.guide
[1] tweetedtimes.com

Top Domains in Tweet in G9:
[3] pdfa.org

Top Domains in Tweet in G10:
[7] codefor.nl
[1] gdansk.pl
[1] jus.br

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] civictech
[9] wegov
[7] events
[7] govtech
[5] deepcanvassing
[4] theresistance
[4] pdf20
[3] americanresistance
[3] coronavirus
[3] nycsodata



Top Hashtags in Tweet in G1:
[5] deepcanvassing
[2] coronavirus
[1] democracy
[1] humanrights
[1] technology
[1] goodtimes
[1] tictec
[1] climatecrisis
[1] civictech
[1] nycsodata

Top Hashtags in Tweet in G2:
[10] civictech
[2] tictec
[1] reykjavik
[1] pdf2020

Top Hashtags in Tweet in G5:
[4] theresistance
[3] americanresistance
[2] democraticparty
[2] progressive
[2] climate
[2] movement
[2] activists
[1] groundgame
[1] politicalinfrastructure
[1] resistance

Top Hashtags in Tweet in G6:
[2] danzig
[1] gdansk
[1] democracy
[1] humanrights
[1] technology
[1] ecs
[1] hevelianum
[1] covid19
[1] pdf20
[1] civictech

Top Hashtags in Tweet in G7:
[2] nycsodata
[2] opendataweek
[1] civictech

Top Hashtags in Tweet in G9:
[3] pdf
[3] pdf20
[3] pdfa
[3] pdfua

Top Hashtags in Tweet in G10:
[7] events
[7] civictech
[7] govtech
[1] trepr
[1] wegov

Top Words
Top Words in Tweet in Entire Graph:
[107] Words in Sentiment List#1: Positive
[40] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[3865] Non-categorized Words
[4012] Total Words
[80] mlsif
[52] democracy
[47] personal
[39] forum
[31] leahgreenb

Top Words in Tweet in G1:
[14] mlsif
[7] piece
[7] connection
[6] people
[5] work
[5] great
[5] #deepcanvassing
[5] tool
[5] voter
[5] mobilization

Top Words in Tweet in G2:
[18] civichall
[17] mlsif
[10] factors
[10] bring
[10] longevity
[10] #civictech
[10] organisations
[10] mstem
[10] share
[9] mysociety

Top Words in Tweet in G3:
[32] personal
[32] democracy
[24] forum
[22] andrei_kononov
[16] miguel
[16] participado
[16] diversas
[16] ediciones
[16] 2018
[8] tampoco

Top Words in Tweet in G4:
[4] mlsif
[3] joshdata
[2] mariomenjr
[2] civic
[2] matthewstoller
[2] johnwonderlich
[2] nancyscola
[2] danielschuman
[2] cshirky
[2] robpierson

Top Words in Tweet in G5:
[32] mlsif
[31] leahgreenb
[31] ezralevin
[25] lara_putnam
[21] kmsmmns
[20] elainejgodfrey
[20] fisher_danar
[9] more
[6] groups
[6] biden

Top Words in Tweet in G6:
[6] democracy
[6] 21
[5] 23
[4] forum
[3] pdfcee
[3] april
[3] 25
[2] spannendes
[2] konferenz
[2] thema

Top Words in Tweet in G7:
[9] mlsif
[7] civic
[7] tech
[6] alyce_ge
[6] started
[6] 93
[6] carlmalamud
[6] digitizing
[6] sec
[6] filings

Top Words in Tweet in G8:
[4] plantsomenl
[4] codeforall
[4] mlsif
[4] dat
[3] niet
[2] jpagroenen
[2] wat
[2] goed
[2] punt
[2] terwijl

Top Words in Tweet in G9:
[6] itext
[3] member
[3] news
[3] celebrates
[3] 20th
[3] birthday
[3] release
[3] 10
[3] #pdf
[3] #pdf20

Top Words in Tweet in G10:
[9] personal
[9] democracy
[9] forum
[7] #events
[7] over
[7] maanden
[7] cee
[7] #civictech
[7] #govtech
[2] em

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[47] personal,democracy
[39] democracy,forum
[31] mlsif,leahgreenb
[31] leahgreenb,ezralevin
[20] ezralevin,elainejgodfrey
[16] miguel,participado
[16] participado,diversas
[16] diversas,ediciones
[16] ediciones,personal
[16] forum,2018

Top Word Pairs in Tweet in G1:
[7] piece,mlsif
[5] great,piece
[5] mlsif,#deepcanvassing
[5] #deepcanvassing,tool
[5] tool,voter
[5] voter,mobilization
[5] mobilization,true
[5] true,connection
[5] connection,excited
[4] emazursky,great

Top Word Pairs in Tweet in G2:
[10] factors,bring
[10] bring,longevity
[10] longevity,#civictech
[10] #civictech,organisations
[10] organisations,mlsif
[10] mlsif,mstem
[10] mstem,civichall
[10] civichall,share
[9] mysociety,factors
[8] share,tâ

Top Word Pairs in Tweet in G3:
[32] personal,democracy
[24] democracy,forum
[16] miguel,participado
[16] participado,diversas
[16] diversas,ediciones
[16] ediciones,personal
[16] forum,2018
[15] andrei_kononov,miguel
[8] tampoco,extrañar
[8] extrañar,dado

Top Word Pairs in Tweet in G4:
[2] matthewstoller,joshdata
[2] joshdata,johnwonderlich
[2] johnwonderlich,nancyscola
[2] nancyscola,danielschuman
[2] danielschuman,mlsif
[2] mlsif,cshirky
[2] robpierson,davidall
[2] davidall,paulblu

Top Word Pairs in Tweet in G5:
[31] mlsif,leahgreenb
[31] leahgreenb,ezralevin
[20] ezralevin,elainejgodfrey
[14] lara_putnam,mlsif
[11] kmsmmns,mlsif
[9] fisher_danar,lara_putnam
[6] kmsmmns,fisher_danar
[6] lara_putnam,kmsmmns
[6] fisher_danar,mlsif
[5] lara_putnam,fisher_danar

Top Word Pairs in Tweet in G6:
[4] democracy,forum
[3] 23,25
[2] spannendes,konferenz
[2] konferenz,thema
[2] thema,personal
[2] personal,democracy
[2] forum,#danzig
[2] #danzig,21
[2] 21,23
[2] 23,21

Top Word Pairs in Tweet in G7:
[7] civic,tech
[6] tech,mlsif
[6] mlsif,started
[6] started,93
[6] 93,carlmalamud
[6] carlmalamud,digitizing
[6] digitizing,sec
[6] sec,filings
[6] filings,late
[6] late,00

Top Word Pairs in Tweet in G8:
[3] plantsomenl,codeforall
[3] codeforall,mlsif
[2] jpagroenen,plantsomenl
[2] mlsif,wat
[2] wat,goed
[2] goed,punt
[2] manuelame,plantsomenl

Top Word Pairs in Tweet in G9:
[3] member,news
[3] news,itext
[3] itext,celebrates
[3] celebrates,20th
[3] 20th,birthday
[3] birthday,release
[3] release,itext
[3] itext,10
[3] 10,#pdf
[3] #pdf,#pdf20

Top Word Pairs in Tweet in G10:
[9] personal,democracy
[9] democracy,forum
[7] #events,over
[7] over,maanden
[7] maanden,personal
[7] forum,cee
[7] cee,#civictech
[7] #civictech,#govtech

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@leahgreenb
@ezralevin
@andrei_kononov
@elainejgodfrey
@civichall
@lara_putnam
@kmsmmns
@mstem
@fisher_danar

Top Mentioned in G1:
@mlsif
@emazursky
@tomwatson
@thedailyshow
@pdfcee
@florian_krammer
@peterstaley
@mstem
@ncstinn
@hondanhon

Top Mentioned in G2:
@civichall
@mlsif
@mstem
@mysociety
@rasiej
@colorofchange
@forgeorganizing
@alyce_ge
@carlmalamud
@hrgilman

Top Mentioned in G3:
@andrei_kononov

Top Mentioned in G4:
@mlsif
@joshdata
@mariomenjr
@matthewstoller
@johnwonderlich
@nancyscola
@danielschuman
@cshirky
@robpierson
@davidall

Top Mentioned in G5:
@mlsif
@leahgreenb
@ezralevin
@elainejgodfrey
@lara_putnam
@kmsmmns
@fisher_danar
@saragideon
@repgolden
@suitupmaine

Top Mentioned in G6:
@pdfcee
@polen_pl
@epforgpl
@citizensforeu

Top Mentioned in G7:
@mlsif
@carlmalamud
@alyce_ge
@mysociety
@mstem
@civichall

Top Mentioned in G8:
@plantsomenl
@codeforall
@mlsif

Top Mentioned in G9:
@itext
@pdfassociation

Top Tweeters
Top Tweeters in Entire Graph:
@eiconfidente
@castrocalo
@aliciantolin
@tomwatson
@matthijs85
@mickfealty
@kategardiner
@hondanhon
@matthewstoller
@theprospect

Top Tweeters in G1:
@tomwatson
@hondanhon
@theprospect
@realdonaldtrump
@edwarmi
@odtransform
@thedailyshow
@mlsif
@dbenk
@dangillmor

Top Tweeters in G2:
@matthijs85
@colorofchange
@chromedaffodils
@ppolitics
@mstem
@jontybradley
@luigireggi
@civichall
@civicist
@open_eugene

Top Tweeters in G3:
@eiconfidente
@castrocalo
@aliciantolin
@andrei_kononov
@politologmurcia
@caguiler3
@iaiiti
@elcaracolpeludo
@eduu1917
@maruxia11

Top Tweeters in G4:
@matthewstoller
@stereogab
@paulblu
@johnwonderlich
@nancyscola
@joshdata
@davidall
@marcidale
@cshirky
@mariomenjr

Top Tweeters in G5:
@indivisibleteam
@fisher_danar
@kmsmmns
@leahgreenb
@ezralevin
@suitupmaine
@lara_putnam
@elainejgodfrey
@saragideon
@repgolden

Top Tweeters in G6:
@gianlucasgueo
@infopolicy
@polen_pl
@citizensforeu
@epforgpl
@fwe1800
@pdfcee

Top Tweeters in G7:
@carlmalamud
@codeforpdx
@tt_gov20
@mlenc
@alyce_ge
@jcrben

Top Tweeters in G8:
@jpagroenen
@manuelame
@codeforall
@plantsomenl

Top Tweeters in G9:
@alemos
@pdfassociation
@itext
@itext_amedee

Top Tweeters in G10:
@kategardiner
@prasowygdansk
@codefornl
@treparana


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