#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 10/13/2022 2:56:08 PM, 282800


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#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2022-10-13_07-53-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2022-10-13_07-53-
From:
NodeXLExcelAutomator
Uploaded on:
October 13, 2022
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/3g5vmWx
@mlsif
@davidslifka
@danlatorre
@gabrielporchat2
@dominiccampbell
@peterhimler
@ssnscholars
@janrothk
@lara_putnam
@brian_d_barnett

Top hashtags:


Description:
Description
The graph represents a network of 71 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, 13 October 2022 at 14:53 UTC.

The requested start date was Thursday, 13 October 2022 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 13-day, 2-hour, 33-minute period from Thursday, 29 September 2022 at 19:37 UTC to Wednesday, 12 October 2022 at 22:10 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 : 71
Unique Edges : 74
Edges With Duplicates : 56
Total Edges : 130
Number of Edge Types : 5
Replies to : 25
Mentions : 59
Tweet : 13
Retweet : 13
MentionsInRetweet : 20
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.0975609756097561
Reciprocated Edge Ratio : 0.177777777777778
Connected Components : 7
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 117
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.526847
Graph Density : 0.0181086519114688
Modularity : 0.464467
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 71 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, 13 October 2022 at 14:53 UTC.

The requested start date was Thursday, 13 October 2022 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 13-day, 2-hour, 33-minute period from Thursday, 29 September 2022 at 19:37 UTC to Wednesday, 12 October 2022 at 22:10 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://link.medium.com/obbLUaT1Itb
[2] https://micahsifry.medium.com/dont-blame-our-toxic-politics-on-online-fundraising-4f71f69bcf16?sk=8ab2bf8d89c044c84cc60af0bfe5c159
[2] https://link.medium.com/YP2wapFOZtb
[2] https://twitter.com/Mlsif/status/1577713602403909632
[1] https://www.nytimes.com/2022/10/06/opinion/small-dollar-donations-online.html
[1] https://bluetent.us/
[1] https://twitter.com/Mlsif/status/1578021300924137474
[1] https://theconnector.substack.com/p/how-democracy-centers-are-sprouting
[1] https://theconnector.substack.com/p/how-democracy-centers-are-sprouting?utm_source=email
[1] https://twitter.com/mlsif/status/1577395208681099280

Top URLs in Tweet in G1:
[3] https://link.medium.com/obbLUaT1Itb
[2] https://micahsifry.medium.com/dont-blame-our-toxic-politics-on-online-fundraising-4f71f69bcf16?sk=8ab2bf8d89c044c84cc60af0bfe5c159
[2] https://link.medium.com/YP2wapFOZtb
[1] https://twitter.com/EthanZ/status/1577300887948886016
[1] https://theconnector.substack.com/p/how-do-we-want-people-to-feel-when?utm_source=twitter&sd=pf
[1] https://link.medium.com/juORa3tQStb
[1] https://twitter.com/davidslifka/status/1577716167359303699
[1] https://theconnector.substack.com/p/how-democracy-centers-are-sprouting?utm_source=twitter&sd=pf
[1] https://link.medium.com/UhX8CSwH4tb
[1] https://bluetent.us/

Top URLs in Tweet in G2:
[1] https://twitter.com/Mlsif/status/1578021300924137474
[1] https://micahsifry.medium.com/why-do-democratic-donors-keep-burning-their-money-a297c8906909

Top URLs in Tweet in G3:
[1] https://twitter.com/mlsif/status/1577395208681099280
[1] https://theconnector.substack.com/p/how-democracy-centers-are-sprouting?utm_source=email
[1] https://theconnector.substack.com/p/how-democracy-centers-are-sprouting

Top URLs in Tweet in G4:
[2] https://twitter.com/Mlsif/status/1577713602403909632
[1] https://radio.wpsu.org/opinion/2022-10-10/democracy-works-how-democrats-can-harness-grassroots-energy
[1] https://democracyworks.simplecast.com/episodes/putnam-sifry
[1] https://www.democracyworkspodcast.com/putnam-sifry/

Top URLs in Tweet in G9:
[1] https://www.streetinsider.com/Business+Wire/The+Fedcap+Group%E2%80%99s+Civic+Hall+and+RAL+Development+Services+Finalize+Agreement+to+House+CIVIC+HALL+@+UNION+SQUARE+in+New+Zero+Irving+Development+%C2%A0/20656647.html

Top Domains
Top Hashtags
Top Words
Top Words in Tweet in Entire Graph:
[31] mlsif
[17] democracy
[16] more
[11] davidslifka
[10] 10
[10] greene
[10] against
[9] went
[9] marjorie
[9] 7m

Top Words in Tweet in G1:
[11] mlsif
[4] davekarpf
[4] fundraising
[4] right
[3] timodc
[3] guy
[3] politics
[3] dumb
[3] davidsacks
[3] ford

Top Words in Tweet in G2:
[11] more
[10] greene
[10] davidslifka
[9] raised
[9] 66
[9] taylor
[9] 10
[9] went
[9] race
[9] against

Top Words in Tweet in G3:
[7] mlsif
[3] democracy
[3] place
[3] focus
[3] tech
[3] civic
[2] surveillance
[2] based
[2] ar
[2] web3

Top Words in Tweet in G4:
[6] mlsif
[5] lara_putnam
[5] grassroots
[4] party
[4] democratic
[4] organizing
[3] fundraising
[3] few
[3] nytimes
[3] piece

Top Words in Tweet in G5:
[4] democracy
[2] true
[2] parties

Top Words in Tweet in G8:
[2] ralph
[2] democracy

Top Words in Tweet in G9:
[2] mlsif
[2] rasiej
[2] prisonculture
[2] theyâ

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9] race,against
[9] hopeless,race
[9] against,marjorie
[9] 10,7m
[9] raised,10
[9] taylor,greene
[9] 66,more
[9] 1m,went
[9] 7m,1m
[9] greene,raised

Top Word Pairs in Tweet in G1:
[3] online,fundraising
[2] ken,burnsâ
[2] mlsif,davidsacks
[2] recommend,sound
[2] mlsif,davekarpf
[2] america,mlsif
[2] burnsâ,message
[2] message,warning
[2] dumb,politics
[2] democracy,centers

Top Word Pairs in Tweet in G2:
[9] went,fundraisers
[9] marjorie,taylor
[9] against,marjorie
[9] hopeless,race
[9] 10,7m
[9] taylor,greene
[9] 7m,1m
[9] race,against
[9] raised,10
[9] fundraisers,66

Top Word Pairs in Tweet in G3:
[2] hideo_kojima_en,mlsif
[2] ar,tech
[2] place,based
[2] democracy,centers

Top Word Pairs in Tweet in G4:
[5] lara_putnam,mlsif
[4] democratic,party
[3] piece,lara_putnam
[3] nytimes,democratic
[3] fundraising,grassroots
[3] grassroots,organizing
[3] party,fundraising
[3] organizing,few
[3] mlsif,nytimes
[2] democracy,works

Top Word Pairs in Tweet in G5:
[2] true,democracy

Top Word Pairs in Tweet in G9:
[2] rasiej,mlsif

Top Replied-To
Top Replied-To in Entire Graph:
@mlsif
@danancona
@hideo_kojima_en
@prisonculture
@ronfilipkowski
@katherinemiller
@ttagaris
@mcbyrne
@davidslifka
@thewaroncars

Top Replied-To in G1:
@mlsif
@katherinemiller
@davidsacks
@davekarpf
@danancona
@mcbyrne
@ttagaris
@wishbone80

Top Replied-To in G2:
@danancona
@davidslifka

Top Replied-To in G3:
@hideo_kojima_en
@thewaroncars

Top Replied-To in G5:
@letsgetstockup

Top Replied-To in G6:
@bondenft

Top Replied-To in G7:
@sanjuktachoudh5

Top Replied-To in G8:
@milbank

Top Replied-To in G9:
@prisonculture

Top Replied-To in G10:
@fernandoholiday

Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@davidslifka
@lara_putnam
@mccourtneyinst
@nytimes
@timodc
@davekarpf
@johnlray
@davidsacks
@rasiej

Top Mentioned in G1:
@mlsif
@timodc
@davekarpf
@davidsacks
@mccourtneyinst
@lara_putnam
@nytimes
@jacremes
@ghostpanther
@davidslifka

Top Mentioned in G2:
@davidslifka
@mlsif
@johnlray

Top Mentioned in G3:
@mlsif
@ctr4cmnground
@pbproject
@parismarx
@rushkoff

Top Mentioned in G4:
@mlsif
@lara_putnam
@mccourtneyinst
@nytimes
@wpsu

Top Mentioned in G5:
@ithakaorange
@legendaryenergy
@elonmusk
@lindseygrahamsc

Top Mentioned in G6:
@miningversenft
@hgeller30
@geo_antoinette
@mlsif

Top Mentioned in G7:
@thekorahabraham

Top Mentioned in G8:
@ralphnader

Top Mentioned in G9:
@rasiej
@mlsif

Top Mentioned in G10:
@neymarjr

Top Tweeters
Top Tweeters in Entire Graph:
@dgendvil
@nytimes
@laurenm57
@dominiccampbell
@jeffjarvis
@mcbyrne
@prisonculture
@katherinemiller
@jacremes
@isleofkal

Top Tweeters in G1:
@dgendvil
@laurenm57
@jeffjarvis
@mcbyrne
@katherinemiller
@jacremes
@timodc
@scottinmarin
@wishbone80
@davekarpf

Top Tweeters in G2:
@isleofkal
@danancona
@chris_in_cal
@liamkerr
@johnlray
@shiondev
@n_stenhou
@antoniascatton
@davidslifka
@scottmbeggs

Top Tweeters in G3:
@hideo_kojima_en
@parismarx
@danlatorre
@thewaroncars
@pbproject
@ctr4cmnground
@rushkoff

Top Tweeters in G4:
@nytimes
@wpsu
@ssnscholars
@lara_putnam
@psuliberalarts
@mccourtneyinst
@donororganizers

Top Tweeters in G5:
@legendaryenergy
@letsgetstockup
@elonmusk
@janrothk
@lindseygrahamsc
@ithakaorange

Top Tweeters in G6:
@geo_antoinette
@hgeller30
@bondenft
@gabrielporchat2
@miningversenft

Top Tweeters in G7:
@sanjuktachoudh5
@thekorahabraham
@roysayan544

Top Tweeters in G8:
@ralphnader
@milbank
@brian_d_barnett

Top Tweeters in G9:
@dominiccampbell
@prisonculture
@rasiej

Top Tweeters in G10:
@neymarjr
@fernandoholiday
@neo_xg


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