#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 10/30/2020 3:06:08 AM, 239128


FAQ | Problem?

#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2020-10-29_07-59-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2020-10-29_07-59-
From:
NodeXLExcelAutomator
Uploaded on:
October 30, 2020
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/2HNHoDd
@mlsif
@nycd16indivis
@newrepublic
@open_eugene
@civilination
@aoc
@bejohell
@abdulka24659440
@muhamma72867590
@lidya669

Top hashtags:
#inovaçãodeaaz

Description:
Description
The graph represents a network of 127 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, 29 October 2020 at 15:00 UTC.

The requested start date was Thursday, 29 October 2020 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 12-day, 22-hour, 28-minute period from Thursday, 15 October 2020 at 14:27 UTC to Wednesday, 28 October 2020 at 12:56 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 : 127
Unique Edges : 173
Edges With Duplicates : 115
Total Edges : 288
Number of Edge Types : 5
Mentions : 131
Retweet : 39
MentionsInRetweet : 63
Replies to : 26
Tweet : 29
Self-Loops : 29
Reciprocated Vertex Pair Ratio : 0.0833333333333333
Reciprocated Edge Ratio : 0.153846153846154
Connected Components : 12
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 104
Maximum Edges in a Connected Component : 265
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.836354
Graph Density : 0.0129983752030996
Modularity : 0.527238
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 127 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, 29 October 2020 at 15:00 UTC.

The requested start date was Thursday, 29 October 2020 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 12-day, 22-hour, 28-minute period from Thursday, 15 October 2020 at 14:27 UTC to Wednesday, 28 October 2020 at 12:56 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] https://newrepublic.com/article/159696/grassroots-democrats-preparing-swarm-biden-administration
[3] https://civictech.guide/election2020/
[2] https://buttondown.email/msifry/archive/the-2020-blue-wave-in-one-chart/
[2] https://buttondown.email/msifry/archive/forewarned-is-forearmed/
[2] https://buttondown.email/msifry/archive/aoc-and-the-future-of-politics/
[2] https://dfwmv.org/
[1] https://www.insider.com/sturgis-motorcycle-rally-covid-19-attendees-pack-bars-2020-8
[1] https://twitter.com/lara_putnam/status/1321127907398475777
[1] https://twitter.com/aoc/status/1320881248861126663
[1] https://www.consumerreports.org/media-room/press-releases/2020/10/consumer-reports-study-finds-marketplace-demand-for-privacy-and-security/

Top URLs in Tweet in G1:
[7] https://newrepublic.com/article/159696/grassroots-democrats-preparing-swarm-biden-administration
[2] https://buttondown.email/msifry/archive/the-2020-blue-wave-in-one-chart/
[2] https://buttondown.email/msifry/archive/forewarned-is-forearmed/
[1] https://www.scranton4biden.com/
[1] https://buttondown.email/msifry/archive/slouching-towards-electoral-babylon/
[1] https://buttondown.email/msifry/archive/aoc-and-the-future-of-politics/
[1] http://techpresident.com/news/23178/presidential-campaign-2012-numbers
[1] https://twitter.com/k8thegr8est/status/1320167732218920960
[1] https://twitter.com/juliaangwin/status/1319985001199472641
[1] https://twitter.com/resistancerev/status/1320219587171045381

Top URLs in Tweet in G2:
[1] https://www.lohud.com/story/money/personal-finance/taxes/david-mckay-wilson/2020/10/21/rob-astorino-had-lucrative-moonlight-jobs-developers-2019/5981778002/

Top URLs in Tweet in G3:
[1] https://newrepublic.com/article/159696/grassroots-democrats-preparing-swarm-biden-administration?utm_content=buffere7775&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://newrepublic.com/article/148281/escape-facebookistan-public-sphere?utm_content=buffer7ef1d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://newrepublic.com/article/159696/grassroots-democrats-preparing-swarm-biden-administration?utm_content=buffer2ea32&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[1] https://twitter.com/aoc/status/1320881248861126663
[1] https://buttondown.email/msifry/archive/aoc-and-the-future-of-politics/
[1] https://civictech.guide/
[1] https://twitter.com/Mlsif/status/1319732979464310786

Top URLs in Tweet in G6:
[2] https://dfwmv.org/
[2] https://civictech.guide/election2020/

Top URLs in Tweet in G10:
[1] https://www.pdfa.org/from-fairytales-to-reality-with-ocr-and-pdf-going-paperless-becomes-a-breeze/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] inovaçãodeaaz
[5] wegov
[5] irislab
[4] inovaçãonosetorpúblico
[4] administraçãopública
[4] gestãopública
[4] inovação
[2] nodexl
[2] smrf
[2] sna



Top Hashtags in Tweet in G1:
[1] joytothepolls
[1] protecttheresults
[1] voteforward
[1] rolexrob
[1] iknewhimwhen
[1] scranton4biden
[1] democracyisdelicious

Top Hashtags in Tweet in G2:
[1] ff
[1] rolexrob
[1] westchester
[1] election2020

Top Hashtags in Tweet in G6:
[1] election2020
[1] elections2020

Top Hashtags in Tweet in G8:
[1] postcardstovoters

Top Hashtags in Tweet in G10:
[1] ocr
[1] pdf
[1] pdf20
[1] pdfa
[1] pdfua

Top Words
Top Words in Tweet in Entire Graph:
[38] mlsif
[22] biden
[19] democracy
[16] party
[16] newrepublic
[14] base
[13] election
[13] president
[13] obama
[12] aoc

Top Words in Tweet in G1:
[22] mlsif
[8] election
[8] true
[7] newsletter
[6] connector
[6] more
[5] biden
[5] read
[5] vote
[5] mkink

Top Words in Tweet in G3:
[17] biden
[16] newrepublic
[12] party
[11] enact
[11] agenda
[11] president
[11] collaborate
[11] base
[11] way
[11] obama

Top Words in Tweet in G4:
[9] aoc
[7] ayannapressley
[7] ilhanmn
[7] rashidatlaib
[6] joshalerner
[5] imagine
[5] visionaries
[5] called
[5] deal
[5] democracy

Top Words in Tweet in G5:
[4] iooxsystem
[4] maymuna55914428
[4] joannsfar
[4] anjayma10775575
[4] dmytrobajda
[4] mlsif
[4] nuab
[4] compoundfinance
[4] nak
[3] bejohell

Top Words in Tweet in G6:
[4] election
[3] mlsif
[3] important
[3] resource
[3] voters
[3] volunteers
[3] working
[3] ensure
[3] free
[3] fair

Top Words in Tweet in G7:
[3] democracy
[2] doesn
[2] assault

Top Words in Tweet in G9:
[4] book
[2] final
[2] edits
[2] taradmcguinness
[2] list
[2] words
[2] copyeditor
[2] making
[2] smile

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] enact,agenda
[12] president,biden
[11] agenda,president
[11] biden,collaborate
[11] collaborate,party
[11] party,base
[11] base,way
[11] way,obama
[10] newrepublic,enact
[10] obama,neve

Top Word Pairs in Tweet in G1:
[5] fact,check
[5] check,true
[5] true,mlsif
[4] mkink,fact
[3] read,mlsif
[3] dnc,hates
[3] hates,sanders
[3] sanders,rabble
[3] rabble,mlsif
[3] mlsif,besides

Top Word Pairs in Tweet in G3:
[11] enact,agenda
[11] agenda,president
[11] president,biden
[11] biden,collaborate
[11] collaborate,party
[11] party,base
[11] base,way
[11] way,obama
[10] newrepublic,enact
[10] obama,neve

Top Word Pairs in Tweet in G4:
[7] aoc,ayannapressley
[7] ayannapressley,ilhanmn
[7] ilhanmn,rashidatlaib
[5] imagine,visionaries
[5] visionaries,aoc
[5] rashidatlaib,called
[5] called,deal
[5] deal,democracy
[5] democracy,bold
[4] joshalerner,imagine

Top Word Pairs in Tweet in G5:
[4] maymuna55914428,joannsfar
[4] joannsfar,anjayma10775575
[4] anjayma10775575,dmytrobajda
[4] dmytrobajda,mlsif
[4] mlsif,nuab
[4] nuab,compoundfinance
[4] compoundfinance,nak
[3] lidya669,maymuna55914428
[2] bejohell,abdulka24659440
[2] abdulka24659440,lidya669

Top Word Pairs in Tweet in G6:
[3] important,resource
[3] resource,voters
[3] voters,volunteers
[3] volunteers,working
[3] working,ensure
[3] ensure,free
[3] free,fair
[3] fair,election
[3] election,curated
[3] curated,matt

Top Word Pairs in Tweet in G7:
[2] democracy,doesn

Top Word Pairs in Tweet in G9:
[2] final,book
[2] book,edits
[2] edits,taradmcguinness
[2] taradmcguinness,list
[2] list,book
[2] book,words
[2] words,copyeditor
[2] copyeditor,making
[2] making,smile

Top Replied-To
Top Replied-To in Entire Graph:
@mlsif
@iooxsystem
@dansinker
@joshalerner
@emazursky
@mkink
@newrepublic
@solarpunk_girl
@diannedtl
@jaycaruso

Top Replied-To in G1:
@mlsif
@emazursky
@dansinker
@joshalerner
@mkink

Top Replied-To in G3:
@newrepublic

Top Replied-To in G4:
@mlsif
@joshalerner
@solarpunk_girl

Top Replied-To in G5:
@iooxsystem

Top Replied-To in G6:
@mstem

Top Replied-To in G7:
@diannedtl

Top Replied-To in G8:
@potato_chip

Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@newrepublic
@aoc
@ayannapressley
@ilhanmn
@rashidatlaib
@joshalerner
@joebiden
@mkink
@mstem

Top Mentioned in G1:
@mlsif
@mkink
@joebiden
@casual_obs
@nycd16indivis
@martykearns
@nywfp
@jamaalbowmanny
@dansinker
@mstem

Top Mentioned in G2:
@fairelectionsny
@newyorkvotes
@tenantpowerny
@icealertsny
@momsdemand
@senatorbiaggi
@350
@brennancenter
@shelleybmayer
@aclu

Top Mentioned in G3:
@newrepublic
@mlsif
@autumndorn

Top Mentioned in G4:
@aoc
@ayannapressley
@ilhanmn
@rashidatlaib
@joshalerner
@mlsif
@mstem
@civichall
@civictechguide
@twitch

Top Mentioned in G5:
@maymuna55914428
@joannsfar
@anjayma10775575
@dmytrobajda
@mlsif
@nuab
@compoundfinance
@nak
@bejohell
@abdulka24659440

Top Mentioned in G6:
@mlsif
@civilination
@mstem
@afine

Top Mentioned in G7:
@danrothschild
@expensify

Top Mentioned in G8:
@votefwd

Top Mentioned in G9:
@taradmcguinness
@hanaschank

Top Mentioned in G10:
@itext

Top Tweeters
Top Tweeters in Entire Graph:
@theresaschroe14
@kirkmurphy
@other95
@god_sgift_
@dansinker
@newrepublic
@markwwilsonmd
@kidadaewilliams
@lizrdeb
@enfermarebelde

Top Tweeters in G1:
@dansinker
@gregorylent
@tthomaslew76
@waywardwinifred
@ozziearaujo
@mkink
@consumerreports
@jacobsoboroff
@charlesofidaho
@svaroschi

Top Tweeters in G2:
@lizrdeb
@mijoda3
@naral
@brennancenter
@aclu
@350
@momsdemand
@ariberman
@nycd16indivis
@senatorbiaggi

Top Tweeters in G3:
@theresaschroe14
@kirkmurphy
@other95
@god_sgift_
@newrepublic
@kidadaewilliams
@enfermarebelde
@jeffhauser
@donbytheriver
@adityasood

Top Tweeters in G4:
@codeforpdx
@arthursmid
@fxmedchiro
@open_eugene
@ayannapressley
@twitch
@ilhanmn
@rashidatlaib
@aoc
@civichall

Top Tweeters in G5:
@joannsfar
@nak
@compoundfinance
@bejohell
@iooxsystem
@muhamma72867590
@lidya669
@abdulka24659440
@maymuna55914428
@dmytrobajda

Top Tweeters in G6:
@markwwilsonmd
@mstem
@drjillbecker
@antheaws
@afine
@katyetc
@civilination

Top Tweeters in G7:
@diannedtl
@expensify
@bowermdv
@danrothschild

Top Tweeters in G8:
@potato_chip
@smmahaja
@votefwd

Top Tweeters in G9:
@taradmcguinness
@hanaschank

Top Tweeters in G10:
@pdfassociation
@itext


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