#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 3/19/2020 1:30:47 AM, 223208


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#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2020-03-18_17-11-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2020-03-18_17-11-
From:
NodeXLExcelAutomator
Uploaded on:
March 19, 2020
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL http://bit.ly/33ul5sJ
@mlsif
@fisher_danar
@hayduke
@elana_brooklyn
@donmoyn
@myconstitution
@lara_putnam
@andrei_kononov
@odtransform
@elipariser

Top hashtags:
#civictech

Description:
Description
The graph represents a network of 136 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 March 2020 at 00:11 UTC.

The requested start date was Thursday, 19 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, 17-hour, 53-minute period from Thursday, 05 March 2020 at 03:36 UTC to Wednesday, 18 March 2020 at 21:30 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 : 136
Unique Edges : 198
Edges With Duplicates : 307
Total Edges : 505
Number of Edge Types : 4
Mentions : 241
Replies to : 48
MentionsInRetweet : 168
Tweet : 48
Self-Loops : 48
Reciprocated Vertex Pair Ratio : 0.091324200913242
Reciprocated Edge Ratio : 0.167364016736402
Connected Components : 10
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 106
Maximum Edges in a Connected Component : 452
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.506942
Graph Density : 0.0130174291938998
Modularity : 0.347596
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 136 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 March 2020 at 00:11 UTC.

The requested start date was Thursday, 19 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, 17-hour, 53-minute period from Thursday, 05 March 2020 at 03:36 UTC to Wednesday, 18 March 2020 at 21:30 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:
[13] http://events.codefor.nl?#2qggt3tepl2ajmjdbnts7pgv63
[3] https://civictech.guide/
[2] https://twitter.com/kfile/status/1240131226268323842
[2] https://twitter.com/mySociety/status/1239978601761685511
[2] https://coronavirustechhandbook.com/
[2] https://www.opendemocracy.net/en/transformation/to-change-voters-sympathies-its-time-to-go-deep/
[2] https://twitter.com/Mlsif/status/615846472
[2] https://twitter.com/mstem/status/1239551984811663362
[1] https://www.newmediaventures.org/tools_for_change/details/announcing-nmv-new-president-taren-stinebrickner-kauffman
[1] https://civictech.guide/calendar/

Top URLs in Tweet in G1:
[2] https://coronavirustechhandbook.com/
[2] https://twitter.com/mySociety/status/1239978601761685511
[2] https://twitter.com/kfile/status/1240131226268323842
[2] https://www.opendemocracy.net/en/transformation/to-change-voters-sympathies-its-time-to-go-deep/
[1] https://www.newmediaventures.org/tools_for_change/details/announcing-nmv-new-president-taren-stinebrickner-kauffman
[1] https://twitter.com/mstem/status/1239551984811663362
[1] https://twitter.com/ct_bergstrom/status/1235865328074153986
[1] https://medium.com/@epariser/how-might-a-pandemic-affect-us-society-and-politics-in-2020-3c51cb634591
[1] https://www.brookings.edu/coronavirus-covid-19-guidance/
[1] https://twitter.com/hayduke/status/1238228991611301888

Top URLs in Tweet in G2:
[2] https://civictech.guide/
[1] https://publicseminar.org/2020/03/covid-19-the-fierce-urgency-of-now/
[1] https://twitter.com/mstem/status/1239551984811663362
[1] http://tweetedtimes.com/topic/timoreilly/gov20?s=tnp
[1] https://forgeorganizing.org/article/textathons-black-joy-how-color-change-re-imagining-organizing
[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://www.washingtonpost.com/politics/2019/09/28/young-climate-strikers-marching-this-week-are-all-fired-up-ready-vote/
[1] https://twitter.com/DemWrite/status/1239201723656237058
[1] https://newrepublic.com/article/155999/loneliness-resistance-protester
[1] https://prospect.org/politics/change-voters-sympathies-deep-canvassing/
[1] https://americanresistancebook.com/2020/03/13/american-resistance-in-the-age-of-covid-19/
[1] https://prospect.org/politics/resistance-women-loved-elizabeth-warren-didnt-fight-for-her/
[1] https://twitter.com/Mlsif/status/1239891000811757569

Top URLs in Tweet in G4:
[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://twitter.com/_Narrative/status/1238222024050270208

Top URLs in Tweet in G7:
[1] https://pdfcee.pl/

Top URLs in Tweet in G8:
[13] http://events.codefor.nl?#2qggt3tepl2ajmjdbnts7pgv63
[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 URLs in Tweet in G9:
[1] https://twitter.com/nwspk/status/1237485109156163585

Top URLs in Tweet in G10:
[1] https://osf.io/fd4rh/?view_only=c2f00dfe3677493faa421fc2ea38e295

Top Domains
Top Domains in Tweet in Entire Graph:
[21] twitter.com
[13] codefor.nl
[4] civictech.guide
[3] youtube.com
[2] coronavirustechhandbook.com
[2] prospect.org
[2] opendemocracy.net
[2] personaldemocracy.com
[2] civichall.org
[1] newmediaventures.org

Top Domains in Tweet in G1:
[14] twitter.com
[2] coronavirustechhandbook.com
[2] civichall.org
[2] civictech.guide
[2] youtube.com
[2] opendemocracy.net
[1] newmediaventures.org
[1] medium.com
[1] brookings.edu
[1] consumerreports.org

Top Domains in Tweet in G2:
[2] civictech.guide
[1] publicseminar.org
[1] twitter.com
[1] tweetedtimes.com
[1] forgeorganizing.org
[1] mysociety.org
[1] actionnetwork.org

Top Domains in Tweet in G3:
[2] twitter.com
[2] prospect.org
[1] washingtonpost.com
[1] newrepublic.com
[1] americanresistancebook.com

Top Domains in Tweet in G4:
[2] personaldemocracy.com
[1] youtube.com

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

Top Domains in Tweet in G7:
[1] pdfcee.pl

Top Domains in Tweet in G8:
[13] codefor.nl
[1] jus.br

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[1] osf.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] civictech
[13] events
[13] govtech
[8] wegov
[7] coronavirus
[6] americanresistance
[4] theresistance
[4] organizing
[3] covidー19
[3] distributed



Top Hashtags in Tweet in G1:
[6] coronavirus
[3] civictech
[2] coronavirusoutbreak
[2] dontbeaspreader
[1] remotework
[1] covid_19
[1] speculativeresistance
[1] infomocracy
[1] neverstopsinging
[1] covid2019

Top Hashtags in Tweet in G2:
[5] civictech
[2] nycsodata
[2] opendataweek
[1] remotework
[1] tictec
[1] reykjavik
[1] pdf2020

Top Hashtags in Tweet in G3:
[6] americanresistance
[4] theresistance
[4] organizing
[3] covidー19
[3] distributed
[2] democraticparty
[2] progressive
[2] climate
[2] movement
[2] activists

Top Hashtags in Tweet in G7:
[2] danzig
[1] gdansk
[1] covid19
[1] pdf20

Top Hashtags in Tweet in G8:
[13] events
[13] civictech
[13] govtech
[1] trepr
[1] wegov

Top Words
Top Words in Tweet in Entire Graph:
[105] Words in Sentiment List#1: Positive
[50] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[4511] Non-categorized Words
[4666] Total Words
[83] mlsif
[50] personal
[49] democracy
[41] forum
[35] lara_putnam

Top Words in Tweet in G1:
[14] mlsif
[7] one
[6] pandemic
[6] #coronavirus
[6] many
[5] testing
[5] time
[5] things
[5] people
[5] trump

Top Words in Tweet in G2:
[19] mlsif
[11] civichall
[8] civic
[8] tech
[7] alyce_ge
[7] started
[7] 93
[7] carlmalamud
[7] digitizing
[7] sec

Top Words in Tweet in G3:
[42] mlsif
[35] lara_putnam
[35] leahgreenb
[35] ezralevin
[31] fisher_danar
[25] kmsmmns
[24] elainejgodfrey
[12] more
[8] saragideon
[8] repgolden

Top Words in Tweet in G4:
[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 G5:
[4] hayduke
[4] hope
[4] few
[4] minutes
[4] scan
[4] share
[4] offer
[4] addt'l
[4] links
[4] resources

Top Words in Tweet in G6:
[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 G7:
[6] 21
[2] spannendes
[2] konferenz
[2] thema
[2] personal
[2] democracy
[2] forum
[2] #danzig
[2] 23
[2] forderungen

Top Words in Tweet in G8:
[15] personal
[15] democracy
[15] forum
[13] #events
[13] over
[13] maanden
[13] cee
[13] #civictech
[13] #govtech
[2] em

Top Words in Tweet in G9:
[2] great
[2] resource
[2] cc
[2] kevinmarks
[2] ht
[2] mlsif

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[49] personal,democracy
[41] democracy,forum
[35] mlsif,leahgreenb
[35] leahgreenb,ezralevin
[24] ezralevin,elainejgodfrey
[21] lara_putnam,mlsif
[16] miguel,participado
[16] participado,diversas
[16] diversas,ediciones
[16] ediciones,personal

Top Word Pairs in Tweet in G1:
[2] reason,canceling
[2] canceling,public
[2] public,gatherings
[2] gatherings,pandemic
[2] pandemic,philadelphia
[2] philadelphia,held
[2] held,parade
[2] parade,1918
[2] tests,beautiful
[2] beautiful,fuck

Top Word Pairs in Tweet in G2:
[8] civic,tech
[7] tech,mlsif
[7] mlsif,started
[7] started,93
[7] 93,carlmalamud
[7] carlmalamud,digitizing
[7] digitizing,sec
[7] sec,filings
[7] filings,late
[7] late,00

Top Word Pairs in Tweet in G3:
[35] mlsif,leahgreenb
[35] leahgreenb,ezralevin
[24] ezralevin,elainejgodfrey
[21] lara_putnam,mlsif
[12] fisher_danar,lara_putnam
[11] kmsmmns,mlsif
[9] fisher_danar,mlsif
[8] kmsmmns,lara_putnam
[8] lara_putnam,fisher_danar
[7] elainejgodfrey,saragideon

Top Word Pairs in Tweet in G4:
[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 G5:
[4] hope,few
[4] few,minutes
[4] minutes,scan
[4] scan,share
[4] share,offer
[4] offer,addt'l
[4] addt'l,links
[4] links,resources
[4] resources,articles
[3] hayduke,hope

Top Word Pairs in Tweet in G6:
[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 G7:
[2] spannendes,konferenz
[2] konferenz,thema
[2] thema,personal
[2] personal,democracy
[2] democracy,forum
[2] forum,#danzig
[2] #danzig,21
[2] 21,23
[2] 23,21
[2] 21,forderungen

Top Word Pairs in Tweet in G8:
[15] personal,democracy
[15] democracy,forum
[13] #events,over
[13] over,maanden
[13] maanden,personal
[13] forum,cee
[13] cee,#civictech
[13] #civictech,#govtech

Top Word Pairs in Tweet in G9:
[2] great,resource
[2] resource,cc
[2] cc,kevinmarks
[2] kevinmarks,ht
[2] ht,mlsif

Top Replied-To
Top Replied-To in Entire Graph:
@fisher_danar
@lara_putnam
@kmsmmns
@mlsif
@jpagroenen
@manuelame
@erinargyle
@jimdwyernyt
@sarita
@edsaperia

Top Replied-To in G1:
@mlsif
@dangillmor
@edsaperia
@sarita
@erinargyle
@jimdwyernyt
@thedailyshow

Top Replied-To in G2:
@alyce_ge

Top Replied-To in G3:
@fisher_danar
@lara_putnam
@kmsmmns
@efesce

Top Replied-To in G5:
@hayduke

Top Replied-To in G6:
@jpagroenen
@manuelame

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

Top Mentioned in G1:
@mlsif
@mstem
@newmediaventure
@tarensk
@christiegeorge
@civichall
@civicist
@melbrooks
@florian_krammer
@peterstaley

Top Mentioned in G2:
@mlsif
@civichall
@carlmalamud
@mstem
@alyce_ge
@mysociety
@colorofchange
@publicseminar
@forgeorganizing
@nssrnews

Top Mentioned in G3:
@mlsif
@leahgreenb
@ezralevin
@lara_putnam
@elainejgodfrey
@fisher_danar
@kmsmmns
@saragideon
@repgolden
@ei_schwartz

Top Mentioned in G4:
@andrei_kononov

Top Mentioned in G5:
@hayduke
@mlsif
@randallito
@kanter
@kivilm
@tracyvs
@rachelannyes
@jaxsun
@silbatron
@jedmiller

Top Mentioned in G6:
@plantsomenl
@codeforall
@mlsif

Top Mentioned in G7:
@pdfcee
@polen_pl

Top Mentioned in G9:
@kevinmarks
@mlsif
@debs

Top Mentioned in G10:
@drjenndowd
@melindacmills

Top Tweeters
Top Tweeters in Entire Graph:
@eiconfidente
@castrocalo
@aliciantolin
@m_older
@matthijs85
@kevinmarks
@kategardiner
@elana_brooklyn
@hondanhon
@theprospect

Top Tweeters in G1:
@m_older
@hondanhon
@theprospect
@consumerreports
@realdonaldtrump
@edwarmi
@odtransform
@thedailyshow
@mlsif
@sarita

Top Tweeters in G2:
@matthijs85
@carlmalamud
@codeforpdx
@colorofchange
@chromedaffodils
@ppolitics
@mstem
@open_eugene
@civichall
@civicist

Top Tweeters in G3:
@indivisibleteam
@kkklawitter
@fisher_danar
@sharkradionet
@columbiaup
@kmsmmns
@leahgreenb
@jaycarmona
@asanews
@ezralevin

Top Tweeters in G4:
@eiconfidente
@castrocalo
@aliciantolin
@andrei_kononov
@politologmurcia
@caguiler3
@iaiiti
@elcaracolpeludo
@eduu1917
@maruxia11

Top Tweeters in G5:
@elana_brooklyn
@kanter
@rachelannyes
@jedmiller
@tracyvs
@hayduke
@jaxsun
@kivilm
@silbatron
@randallito

Top Tweeters in G6:
@jpagroenen
@manuelame
@codeforall
@plantsomenl

Top Tweeters in G7:
@gianlucasgueo
@polen_pl
@fwe1800
@pdfcee

Top Tweeters in G8:
@kategardiner
@yonghokim
@codefornl
@treparana

Top Tweeters in G9:
@kevinmarks
@debs
@nwspk

Top Tweeters in G10:
@donmoyn
@drjenndowd
@melindacmills


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