#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 2/20/2020 2:05:34 AM, 221561


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#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2020-02-19_17-55-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2020-02-19_17-55-
From:
NodeXLExcelAutomator
Uploaded on:
February 20, 2020
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL http://bit.ly/328gb3U
@mlsif
@eurozine
@adambonin
@kristnovoselic
@epatientdave
@edmpirg
@mpesce
@civichall
@digiphile
@msqrd

Top hashtags:
#wegov
#events
#civictech

Description:
Description
The graph represents a network of 67 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, 20 February 2020 at 01:55 UTC.

The requested start date was Thursday, 20 February 2020 at 01:01 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 8-day, 10-hour, 18-minute period from Thursday, 06 February 2020 at 01:07 UTC to Friday, 14 February 2020 at 11:26 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 : 67
Unique Edges : 86
Edges With Duplicates : 145
Total Edges : 231
Number of Edge Types : 4
Tweet : 27
MentionsInRetweet : 40
Replies to : 36
Mentions : 128
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.118181818181818
Reciprocated Edge Ratio : 0.211382113821138
Connected Components : 7
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 53
Maximum Edges in a Connected Component : 205
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.328076
Graph Density : 0.0278154681139756
Modularity : 0.347557
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 67 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, 20 February 2020 at 01:55 UTC.

The requested start date was Thursday, 20 February 2020 at 01:01 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 8-day, 10-hour, 18-minute period from Thursday, 06 February 2020 at 01:07 UTC to Friday, 14 February 2020 at 11:26 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:
[5] http://events.codefor.nl?#2qggt3tepl2ajmjdbnts7pgv63
[2] https://www.nytimes.com/2020/02/04/opinion/election-2020.html
[2] https://civichall.org/civicist/the-shadow-economy-why-campaign-tech-keeps-failing/
[1] http://www.wegov.net.br/crie-conceituar-refletir-implementar-experimentar/
[1] https://www.usatoday.com/story/opinion/2020/02/12/infant-sleepers-recall-safety-consumer-reports-columns/4645181002/
[1] https://twitter.com/lara_putnam/status/1202587477325824000
[1] https://twitter.com/isaiasreyna/status/1224771470271885318
[1] https://civictech.guide/listing/work4germany/
[1] https://www.vox.com/2020/1/29/21065620/broockman-kalla-deep-canvassing
[1] https://twitter.com/Eurozine/status/1224666875885424640

Top URLs in Tweet in G1:
[2] https://www.nytimes.com/2020/02/04/opinion/election-2020.html
[1] https://twitter.com/MikeGrunwald/status/1225529425187528709
[1] https://www.aljazeera.com/news/2020/02/chinese-doctor-sounded-alarm-wuhan-coronavirus-dies-200207004935274.html
[1] https://twitter.com/digiphile/status/1225837253806743552
[1] https://twitter.com/brucekun1/status/1225799528411881472
[1] https://twitter.com/jimmytraina/status/1227051040954077184
[1] https://www.vox.com/2020/1/29/21065620/broockman-kalla-deep-canvassing
[1] https://www.usatoday.com/story/opinion/2020/02/12/infant-sleepers-recall-safety-consumer-reports-columns/4645181002/
[1] https://twitter.com/lara_putnam/status/1202587477325824000
[1] https://twitter.com/isaiasreyna/status/1224771470271885318

Top URLs in Tweet in G2:
[1] https://www.huffpost.com/entry/pdf-relaunches-10question_b_600565
[1] https://e-pluribusunum.org/2019/06/27/nbcs-sprawling-10-person-debates-show-hows-and-why-this-foundering-tv-format-needs-to-be-rebooted-for-the-internet-age/

Top URLs in Tweet in G5:
[1] http://www.wegov.net.br/crie-conceituar-refletir-implementar-experimentar/

Top URLs in Tweet in G6:
[1] https://twitter.com/Eurozine/status/1224666875885424640
[1] https://www.eurozine.com/can-the-internet-be-governed-by-its-users/

Top URLs in Tweet in G7:
[2] https://civichall.org/civicist/the-shadow-economy-why-campaign-tech-keeps-failing/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] wegov
[5] events
[5] civictech
[5] govtech
[4] letsgov
[3] laboragov
[3] socialmedia
[2] hongkongprotest
[2] drliwenliang
[2] civictechfieldguide



Top Hashtags in Tweet in G1:
[2] civictechfieldguide
[2] hongkongprotest
[2] drliwenliang
[1] nhprimary2020
[1] iowareporterapp
[1] civicist
[1] nhprimary
[1] colorado
[1] virginia
[1] maine

Top Hashtags in Tweet in G2:
[1] demdebate

Top Hashtags in Tweet in G5:
[11] wegov
[4] letsgov
[3] laboragov
[1] inovação

Top Hashtags in Tweet in G6:
[2] socialism
[1] technology
[1] socialmedia
[1] disinformation

Top Hashtags in Tweet in G7:
[1] iowareporterapp
[1] civicist
[1] iowacaucas

Top Hashtags in Tweet in G9:
[1] only_critical_plan

Top Words
Top Words in Tweet in Entire Graph:
[53] Words in Sentiment List#1: Positive
[44] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2163] Non-categorized Words
[2260] Total Words
[32] mlsif
[13] henryfarrell
[13] hugoreasoning
[11] personal
[11] democracy

Top Words in Tweet in G1:
[10] lara_putnam
[9] fisher_danar
[9] campbellnyt
[9] mlsif
[6] more
[6] canvassing
[5] people
[5] work
[4] henryfarrell
[4] pinboard

Top Words in Tweet in G2:
[3] sarahfisher
[3] facebook
[3] youtube
[3] apple
[3] axios
[3] applenews
[3] thedemocrats
[3] abc
[3] questions
[2] mlsif

Top Words in Tweet in G3:
[9] mlsif
[9] henryfarrell
[9] hugoreasoning
[5] pinboard
[4] work
[3] canvassing
[3] experience
[2] type
[2] doors
[2] evidence

Top Words in Tweet in G4:
[7] joesudbay
[7] joanmccarter
[7] mlsif
[7] jmorrisjr
[4] kristnovoselic
[3] lunch
[3] remember
[3] adambonin
[2] time
[2] being

Top Words in Tweet in G5:
[11] #wegov
[7] uma
[6] pelo
[5] bom
[5] dia
[5] completamos
[5] anos
[5] somos
[5] gratos
[5] privilégio

Top Words in Tweet in G6:
[5] internet
[3] eurozine
[3] calls
[3] information
[3] commons
[3] go
[3] far
[3] those
[3] infrastructure
[3] comply

Top Words in Tweet in G7:
[4] friends
[4] civichall
[4] author
[4] thread
[4] iowa
[4] caucus
[4] app
[4] failure
[4] expand
[4] bit

Top Words in Tweet in G8:
[2] strychninelove
[2] mlsif
[2] maddow

Top Words in Tweet in G9:
[2] select
[2] mairi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] henryfarrell,hugoreasoning
[10] personal,democracy
[9] mlsif,henryfarrell
[8] democracy,forum
[7] joesudbay,joanmccarter
[7] joanmccarter,mlsif
[7] mlsif,jmorrisjr
[5] #events,over
[5] over,maanden
[5] maanden,personal

Top Word Pairs in Tweet in G1:
[5] fisher_danar,campbellnyt
[5] mlsif,fisher_danar
[3] deep,canvassing
[3] pinboard,henryfarrell
[3] henryfarrell,hugoreasoning
[3] campbellnyt,lara_putnam
[3] lara_putnam,fisher_danar
[3] lara_putnam,mlsif
[2] mltellado,consumerreports
[2] consumerreports,government

Top Word Pairs in Tweet in G2:
[3] sarahfisher,facebook
[3] facebook,youtube
[3] youtube,apple
[3] apple,axios
[3] axios,applenews
[3] applenews,thedemocrats
[3] thedemocrats,abc

Top Word Pairs in Tweet in G3:
[9] mlsif,henryfarrell
[9] henryfarrell,hugoreasoning
[5] pinboard,mlsif
[2] local,elections

Top Word Pairs in Tweet in G4:
[7] joesudbay,joanmccarter
[7] joanmccarter,mlsif
[7] mlsif,jmorrisjr
[4] kristnovoselic,joesudbay
[3] adambonin,joesudbay
[2] remember,being

Top Word Pairs in Tweet in G5:
[5] bom,dia
[5] completamos,anos
[5] anos,somos
[5] somos,gratos
[5] gratos,pelo
[5] pelo,privilégio
[5] privilégio,contribuir
[5] contribuir,uma
[5] uma,gestão
[5] gestão,pública

Top Word Pairs in Tweet in G6:
[3] calls,information
[3] information,commons
[3] commons,go
[3] go,far
[3] far,those
[3] those,internet
[3] internet,infrastructure
[3] infrastructure,comply
[3] comply,rules
[3] rules,set

Top Word Pairs in Tweet in G7:
[4] friends,civichall
[4] civichall,author
[4] author,thread
[4] thread,iowa
[4] iowa,caucus
[4] caucus,app
[4] app,failure
[4] failure,expand
[4] expand,bit
[4] bit,site

Top Word Pairs in Tweet in G8:
[2] strychninelove,mlsif
[2] mlsif,maddow

Top Replied-To
Top Replied-To in Entire Graph:
@mlsif
@pinboard
@kristnovoselic
@lara_putnam
@adambonin
@campbellnyt
@sarahfisher
@strychninelove
@fisher_danar
@bdowney

Top Replied-To in G1:
@mlsif
@pinboard
@lara_putnam
@campbellnyt
@henryfarrell
@fisher_danar

Top Replied-To in G2:
@sarahfisher
@digiphile

Top Replied-To in G3:
@pinboard
@mlsif
@bdowney

Top Replied-To in G4:
@kristnovoselic
@adambonin

Top Replied-To in G8:
@strychninelove

Top Replied-To in G9:
@meer_ishtiaq

Top Replied-To in G10:
@speakerpelosi

Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@hugoreasoning
@henryfarrell
@fisher_danar
@campbellnyt
@joesudbay
@joanmccarter
@jmorrisjr
@lara_putnam
@civichall

Top Mentioned in G1:
@fisher_danar
@campbellnyt
@lara_putnam
@mlsif
@hugoreasoning
@henryfarrell
@abarbanelfried
@mltellado
@consumerreports
@work4germany_

Top Mentioned in G2:
@facebook
@youtube
@apple
@axios
@applenews
@thedemocrats
@abc
@mlsif
@dnc
@sarahfisher

Top Mentioned in G3:
@henryfarrell
@hugoreasoning
@mlsif
@pinboard

Top Mentioned in G4:
@joesudbay
@joanmccarter
@mlsif
@jmorrisjr
@ddayen

Top Mentioned in G5:
@wegov
@andretamura

Top Mentioned in G6:
@eurozine
@mlsif
@danhind
@publicseminar

Top Mentioned in G7:
@civichall
@mpesce
@mlsif

Top Mentioned in G8:
@mlsif
@maddow
@msqrd
@strychninelove

Top Mentioned in G9:
@rheumatologistt

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@mpesce
@abc
@digiphile
@e1af38f6dbad458
@joesudbay
@ddayen
@pinboard
@epatientdave
@axios

Top Tweeters in G1:
@consumerreports
@fisher_danar
@mlsif
@berniesanders
@xinwenxiaojie
@nycd16indivis
@uscpsc
@edmpirg
@campbellnyt
@lara_putnam

Top Tweeters in G2:
@threadreaderapp
@abc
@digiphile
@epatientdave
@axios
@thedemocrats
@youtube
@facebook
@applenews
@sarahfisher

Top Tweeters in G3:
@pinboard
@travisatkins
@henryfarrell
@bdowney
@tc_erin
@laurencerowe
@hugoreasoning

Top Tweeters in G4:
@joesudbay
@ddayen
@joanmccarter
@adambonin
@kristnovoselic
@jmorrisjr

Top Tweeters in G5:
@governoabertodf
@luisharoldo
@wegov
@andretamura
@bynhaflores

Top Tweeters in G6:
@bgmps
@malagalab
@danhind
@eurozine
@publicseminar

Top Tweeters in G7:
@mpesce
@smorewithface
@civichall
@vanderaj

Top Tweeters in G8:
@msqrd
@maddow
@strychninelove

Top Tweeters in G9:
@meer_ishtiaq
@rheumatologistt
@daudsangeen

Top Tweeters in G10:
@crepeaultsr
@speakerpelosi


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