#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 3/4/2021 10:01:16 PM, 250106


FAQ | Problem?

#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2021-03-04_07-59-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2021-03-04_07-59-
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2021
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/2MLToYr
@mlsif
@carolinetervo
@codeforpdx
@queer_spice
@lara_putnam
@pragmatcradical
@publicagenda
@mstem
@sorenspicknall
@ppolitics

Top hashtags:
#breaking

Description:
Description
The graph represents a network of 68 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, 04 March 2021 at 15:59 UTC.

The requested start date was Thursday, 04 March 2021 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 12-day, 14-hour, 50-minute period from Thursday, 18 February 2021 at 04:20 UTC to Tuesday, 02 March 2021 at 19:11 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 : 68
Unique Edges : 72
Edges With Duplicates : 71
Total Edges : 143
Number of Edge Types : 5
Mentions : 50
MentionsInRetweet : 43
Retweet : 29
Replies to : 8
Tweet : 13
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.032967032967033
Reciprocated Edge Ratio : 0.0638297872340425
Connected Components : 6
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 116
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.109078
Graph Density : 0.0206321334503951
Modularity : 0.442467
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 68 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, 04 March 2021 at 15:59 UTC.

The requested start date was Thursday, 04 March 2021 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 12-day, 14-hour, 50-minute period from Thursday, 18 February 2021 at 04:20 UTC to Tuesday, 02 March 2021 at 19:11 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:
[3] https://theconnector.substack.com/p/can-we-solve-public-problems-anymore
[2] https://newrepublic.com/article/140245/obamas-lost-army-inside-fall-grassroots-machine
[2] https://prospect.org/politics/the-future-of-organizing
[2] https://theconnector.substack.com/p/joy-to-the-vaccination-centers
[2] https://theconnector.substack.com/p/is-congress-about-to-revolutionize?r=5rlu&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://theconnector.substack.com/p/cuomo-and-the-30-solution
[1] https://zeynep.substack.com/p/the-clubhouse-app-and-the-rise-of?utm_campaign=post&utm_medium=email&utm_source=copy
[1] https://twitter.com/Nycd16Indivis/status/1364290225833455622
[1] https://twitter.com/nysenatorrivera/status/1365820979512025095
[1] https://www.consumerreports.org/social-media/clubhouse-social-media-app-digital-privacy-security/

Top URLs in Tweet in G1:
[2] https://theconnector.substack.com/p/joy-to-the-vaccination-centers
[2] https://theconnector.substack.com/p/can-we-solve-public-problems-anymore
[1] https://theconnector.substack.com/p/cuomo-and-the-30-solution
[1] https://twitter.com/revjjackson/status/1365683976233492484
[1] https://twitter.com/CarolineTervo/status/1362468511411535872
[1] https://www.consumerreports.org/social-media/clubhouse-social-media-app-digital-privacy-security/
[1] https://twitter.com/Nycd16Indivis/status/1364290225833455622
[1] https://zeynep.substack.com/p/the-clubhouse-app-and-the-rise-of?utm_campaign=post&utm_medium=email&utm_source=copy
[1] https://twitter.com/nysenatorrivera/status/1365820979512025095
[1] https://newrepublic.com/article/140245/obamas-lost-army-inside-fall-grassroots-machine

Top URLs in Tweet in G2:
[1] https://observer.com/2017/06/kirsten-gillibrand-democrats-go-the-fuck-home-donald-trump-personal-democracy-forum/

Top URLs in Tweet in G3:
[2] https://prospect.org/politics/the-future-of-organizing
[1] https://prospect.org/politics/other-infrastructure-program-progressive-organizing/
[1] https://newrepublic.com/article/140245/obamas-lost-army-inside-fall-grassroots-machine

Top URLs in Tweet in G4:
[1] https://twitter.com/Mlsif/status/1346570923718094849
[1] https://theconnector.substack.com/p/can-we-solve-public-problems-anymore
[1] https://theconnector.substack.com/p/is-congress-about-to-revolutionize

Top URLs in Tweet in G6:
[2] https://theconnector.substack.com/p/is-congress-about-to-revolutionize?r=5rlu&utm_campaign=post&utm_medium=email&utm_source=twitter

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=kDiGl-2m868


Top Domains
Top Domains in Tweet in Entire Graph:
[15] substack.com
[5] twitter.com
[3] prospect.org
[2] newrepublic.com
[1] consumerreports.org
[1] youtube.com
[1] observer.com

Top Domains in Tweet in G1:
[11] substack.com
[4] twitter.com
[1] consumerreports.org
[1] newrepublic.com

Top Domains in Tweet in G2:
[1] observer.com

Top Domains in Tweet in G3:
[3] prospect.org
[1] newrepublic.com

Top Domains in Tweet in G4:
[2] substack.com
[1] twitter.com

Top Domains in Tweet in G6:
[2] substack.com

Top Domains in Tweet in G7:
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] breaking
[2] civiclearning
[2] crowdsource
[2] localgov
[2] data
[2] nodexl
[2] smrf
[2] sna
[2] socialmedia
[1] nomoreprincessbridefortedcruz



Top Hashtags in Tweet in G1:
[2] breaking
[1] nomadland
[1] nomoreprincessbridefortedcruz

Top Hashtags in Tweet in G4:
[2] civiclearning
[2] crowdsource
[2] localgov
[2] data
[1] platformcoop
[1] startup
[1] investors

Top Hashtags in Tweet in G7:
[2] nodexl
[2] smrf
[2] sna
[2] socialmedia

Top Hashtags in Tweet in G8:
[1] hustlers

Top Words
Top Words in Tweet in Entire Graph:
[28] mlsif
[13] people
[13] go
[11] misremembered
[11] quote
[11] slightly
[11] fundamentally
[11] helping
[11] fuck
[11] home

Top Words in Tweet in G1:
[12] mlsif
[7] cuomo
[5] work
[5] believe
[5] sexual
[4] statement
[4] nygovcuomo
[4] state
[4] public
[3] committee

Top Words in Tweet in G2:
[11] misremembered
[11] quote
[11] slightly
[11] fundamentally
[11] helping
[11] people
[11] go
[11] fuck
[11] home
[10] queer_spice

Top Words in Tweet in G3:
[5] theprospect
[4] future
[4] series
[4] mlsif
[3] carolinetervo
[3] more
[3] mike_afl
[2] indeed
[2] sparked
[2] conversation

Top Words in Tweet in G4:
[5] mlsif
[5] newsletter
[4] great
[4] public
[3] building
[3] ppolitics
[3] today's
[3] package
[3] including
[3] campaign

Top Words in Tweet in G5:
[3] mpflowersnyc
[3] mlsif
[3] civic
[2] mstem
[2] sorenspicknall
[2] healthier
[2] democracies
[2] team
[2] publicagenda
[2] researching

Top Words in Tweet in G6:
[4] mlsif
[3] katrinanation
[2] congress
[2] revolutionize
[2] politics
[2] one

Top Words in Tweet in G7:
[2] video
[2] talk
[2] nyc
[2] personal
[2] democracy
[2] forum
[2] 2015
[2] network
[2] mapping
[2] ecosystem

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11] misremembered,quote
[11] quote,slightly
[11] slightly,fundamentally
[11] fundamentally,helping
[11] helping,people
[11] people,go
[11] go,fuck
[11] fuck,home
[10] queer_spice,misremembered
[5] mlsif,newsletter

Top Word Pairs in Tweet in G1:
[3] sexual,harassment
[3] governor,cuomo
[3] solve,public
[3] public,problems
[3] problems,anymore
[2] check,statement
[2] statement,steering
[2] steering,committee
[2] committee,nygovcuomo
[2] nygovcuomo,allegations

Top Word Pairs in Tweet in G2:
[11] misremembered,quote
[11] quote,slightly
[11] slightly,fundamentally
[11] fundamentally,helping
[11] helping,people
[11] people,go
[11] go,fuck
[11] fuck,home
[10] queer_spice,misremembered

Top Word Pairs in Tweet in G3:
[3] mlsif,mike_afl
[2] indeed,sparked
[2] sparked,more
[2] more,conversation
[2] conversation,theprospect
[2] theprospect,publishing
[2] publishing,responses
[2] responses,roundtable
[2] roundtable,called
[2] called,future

Top Word Pairs in Tweet in G4:
[5] mlsif,newsletter
[3] today's,mlsif
[3] newsletter,package
[3] package,including
[3] including,public
[3] public,campaign
[3] campaign,financing
[3] financing,option
[3] option,match
[2] great,read

Top Word Pairs in Tweet in G5:
[2] sorenspicknall,mpflowersnyc
[2] mpflowersnyc,mlsif
[2] mlsif,healthier
[2] healthier,democracies
[2] democracies,team
[2] team,publicagenda
[2] publicagenda,researching
[2] researching,questions
[2] civic,tech

Top Word Pairs in Tweet in G6:
[2] congress,revolutionize
[2] revolutionize,politics
[2] politics,mlsif
[2] katrinanation,mlsif

Top Word Pairs in Tweet in G7:
[2] video,talk
[2] talk,nyc
[2] nyc,personal
[2] personal,democracy
[2] democracy,forum
[2] forum,2015
[2] 2015,network
[2] network,mapping
[2] mapping,ecosystem
[2] ecosystem,#nodexl

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@queer_spice
@theprospect
@nygovcuomo
@mike_afl
@senatorbiaggi
@ppolitics
@carolinetervo
@andreascousins
@nysenatorrivera

Top Mentioned in G1:
@mlsif
@nygovcuomo
@senatorbiaggi
@nysenatorrivera
@lindseyboylan
@_char_bennett_
@andreascousins
@nycd16indivis
@andreasc
@mike_afl

Top Mentioned in G2:
@queer_spice

Top Mentioned in G3:
@theprospect
@mlsif
@carolinetervo
@mike_afl
@georgegoehl
@lara_putnam
@rkuttnerwrites

Top Mentioned in G4:
@mlsif
@ppolitics
@forwardlabs
@libbyfalck

Top Mentioned in G5:
@mlsif
@mstem
@mpflowersnyc
@publicagenda
@sorenspicknall

Top Mentioned in G6:
@mlsif
@katrinanation

Top Mentioned in G7:
@marc_smith

Top Tweeters
Top Tweeters in Entire Graph:
@dropoutnation
@robertalai
@fmfrancoise
@queer_spice
@dn_charles
@codeforpdx
@katrinanation
@leitmotivated
@theprospect
@morgmeneshets

Top Tweeters in G1:
@dropoutnation
@consumerreports
@lnp_38
@rberger
@rafaelshimunov
@lindseyboylan
@rebeccakkatz
@nygovcuomo
@rich1
@nycd16indivis

Top Tweeters in G2:
@queer_spice
@dn_charles
@leitmotivated
@morgmeneshets
@luimbe
@simoneracanelli
@hariguchi
@_fantasticwoman
@anthony_siy
@originalmollum

Top Tweeters in G3:
@theprospect
@inequalityhks
@lara_putnam
@pragmatcradical
@georgegoehl
@mike_afl
@rkuttnerwrites
@carolinetervo

Top Tweeters in G4:
@codeforpdx
@arthursmid
@svaroschi
@ppolitics
@libbyfalck
@forwardlabs

Top Tweeters in G5:
@mstem
@publicagenda
@sorenspicknall
@mpflowersnyc

Top Tweeters in G6:
@katrinanation
@imissmollyivins
@rapidi
@zengleanings

Top Tweeters in G7:
@fmfrancoise
@marc_smith

Top Tweeters in G8:
@robertalai
@engineeraron

Top Tweeters in G9:
@_lansoprazole_
@noldubabasi


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