#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 10/6/2022 8:48:49 PM, 282482


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#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2022-10-06_07-53-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2022-10-06_07-53-
From:
NodeXLExcelAutomator
Uploaded on:
October 06, 2022
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/3RLBu3s
@mlsif
@davidslifka
@dominiccampbell
@ntnsndr
@nathangoldman
@peterhimler
@shoshanazuboff
@eioconnor
@patryanuc
@lizrdeb

Top hashtags:
#unfinishedlive

Description:
Description
The graph represents a network of 72 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, 06 October 2022 at 14:53 UTC.

The requested start date was Thursday, 06 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, 20-hour, 9-minute period from Thursday, 22 September 2022 at 00:02 UTC to Wednesday, 05 October 2022 at 20:11 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 : 72
Unique Edges : 99
Edges With Duplicates : 101
Total Edges : 200
Number of Edge Types : 5
Tweet : 33
Retweet : 28
MentionsInRetweet : 56
Mentions : 65
Replies to : 18
Self-Loops : 33
Reciprocated Vertex Pair Ratio : 0.166666666666667
Reciprocated Edge Ratio : 0.285714285714286
Connected Components : 6
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 65
Maximum Edges in a Connected Component : 190
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.222747
Graph Density : 0.0246478873239437
Modularity : 0.364131
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 72 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, 06 October 2022 at 14:53 UTC.

The requested start date was Thursday, 06 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, 20-hour, 9-minute period from Thursday, 22 September 2022 at 00:02 UTC to Wednesday, 05 October 2022 at 20:11 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://link.medium.com/obbLUaT1Itb
[2] https://twitter.com/mlsif/status/1572984078168735744
[2] https://link.medium.com/8LMzmbieztb
[1] https://twitter.com/Mlsif/status/1577713602403909632
[1] https://micahsifry.medium.com/why-do-democratic-donors-keep-burning-their-money-a297c8906909
[1] https://democracyworks.simplecast.com/episodes/putnam-sifry
[1] https://wefunder.com/unified
[1] https://twitter.com/motivoteUS/status/1570073033607647234
[1] https://www.basicbooks.com/titles/rebecca-mackinnon/consent-of-the-networked/9780465063758/
[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 URLs in Tweet in G1:
[3] https://link.medium.com/obbLUaT1Itb
[2] https://link.medium.com/8LMzmbieztb
[1] https://www.latimes.com/sports/mlb/la-sp-dodgers-bud-selig-20171025-story.html
[1] https://twitter.com/berniesanders/status/1573106755005198336
[1] https://live.unfinished.com/
[1] https://link.medium.com/2rOFaemUDtb
[1] https://theconnector.substack.com/p/in-search-of-democracys-movement-099
[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

Top URLs in Tweet in G2:
[1] https://twitter.com/mlsif/status/1572984078168735744
[1] https://www.youtube.com/watch?v=Bte15Dewz5g&themeRefresh=1&key=2RM05TW&JTMQI=J823FX0EN1BNEK6HUVL5&gl=FR


Top URLs in Tweet in G4:
[1] https://twitter.com/mlsif/status/1572984078168735744
[1] https://www.amazon.co.jp/exec/obidos/ASIN/1498547494/impresswatch-18-22/tag=vizd08-22
[1] https://twitter.com/Mlsif/status/1577713602403909632

Top URLs in Tweet in G5:
[1] https://micahsifry.medium.com/why-do-democratic-donors-keep-burning-their-money-a297c8906909

Top URLs in Tweet in G6:
[1] https://democracyworks.simplecast.com/episodes/putnam-sifry

Top URLs in Tweet in G7:
[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 URLs in Tweet in G8:
[1] https://twitter.com/mlsif/status/1577395208681099280

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16] unfinishedlive
[3] bluedog
[2] thread
[2] westchesterdems
[1] yeshivagate
[1] followthemoney
[1] 恋愛
[1] 結婚
[1] 書籍
[1] ランキング



Top Hashtags in Tweet in G1:
[13] unfinishedlive
[2] westchesterdems
[2] thread
[1] westchestdems
[1] bannedbooksweek
[1] democracy
[1] followthemoney
[1] yeshivagate

Top Hashtags in Tweet in G2:
[2] unfinishedlive

Top Hashtags in Tweet in G3:
[3] bluedog

Top Hashtags in Tweet in G4:
[1] 恋愛
[1] 結婚
[1] 書籍
[1] ランキング

Top Hashtags in Tweet in G8:
[1] unfinishedlive

Top Words
Top Words in Tweet in Entire Graph:
[32] mlsif
[16] democracy
[16] #unfinishedlive
[14] eioconnor
[12] people
[12] today
[11] need
[10] patryanuc
[8] personal
[8] ntnsndr

Top Words in Tweet in G1:
[14] mlsif
[13] #unfinishedlive
[7] tech
[6] very
[5] today
[5] still
[4] democracy
[4] need
[4] truth
[4] people

Top Words in Tweet in G2:
[6] need
[6] ntnsndr
[4] mlsif
[3] sometimes
[3] don
[3] reinvent
[3] everything
[3] shift
[3] power
[3] matters

Top Words in Tweet in G3:
[13] eioconnor
[9] patryanuc
[6] nycd16indivis
[6] indivisibleteam
[6] hiskey22
[6] mlsif
[5] lizrdeb
[5] canvassed
[5] others
[5] nycd18

Top Words in Tweet in G4:
[10] democracy
[6] personal
[3] government
[2] social
[2] territorial
[2] under
[2] different
[2] pure
[2] war
[2] people

Top Words in Tweet in G5:
[3] hopeless
[3] race
[3] against
[3] marjorie
[3] taylor
[3] greene
[3] raised
[3] 10
[3] 7m
[3] 1m

Top Words in Tweet in G6:
[2] piece
[2] lara_putnam
[2] mlsif
[2] nytimes
[2] democratic
[2] party
[2] fundraising
[2] grassroots
[2] organizing
[2] few

Top Words in Tweet in G7:
[2] prisonculture
[2] rasiej
[2] mlsif

Top Words in Tweet in G8:
[2] shoshanazuboff
[2] jump

Top Words in Tweet in G10:
[2] reprashida
[2] antisemitism

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8] personal,democracy
[6] indivisibleteam,hiskey22
[6] hiskey22,mlsif
[6] canvassed,patryanuc
[6] patryanuc,others
[6] others,nycd18
[6] nycd18,fishkill
[6] fishkill,sat
[6] sat,woodbury
[6] woodbury,area

Top Word Pairs in Tweet in G1:
[3] spending,today
[3] today,#unfinishedlive
[3] #unfinishedlive,conversation
[3] conversation,still
[3] still,centers
[3] centers,tech
[3] tech,gt
[3] gt,people
[3] people,imagines
[3] imagines,constitutional

Top Word Pairs in Tweet in G2:
[3] mlsif,sometimes
[3] sometimes,don
[3] don,need
[3] need,reinvent
[3] reinvent,everything
[3] everything,need
[3] need,shift
[3] shift,power
[3] power,matters
[3] matters,ntnsndr

Top Word Pairs in Tweet in G3:
[6] indivisibleteam,hiskey22
[6] hiskey22,mlsif
[5] canvassed,patryanuc
[5] patryanuc,others
[5] others,nycd18
[5] nycd18,fishkill
[5] fishkill,sat
[5] sat,woodbury
[5] woodbury,area
[5] area,today

Top Word Pairs in Tweet in G4:
[6] personal,democracy

Top Word Pairs in Tweet in G5:
[3] hopeless,race
[3] race,against
[3] against,marjorie
[3] marjorie,taylor
[3] taylor,greene
[3] greene,raised
[3] raised,10
[3] 10,7m
[3] 7m,1m
[3] 1m,went

Top Word Pairs in Tweet in G6:
[2] piece,lara_putnam
[2] lara_putnam,mlsif
[2] mlsif,nytimes
[2] nytimes,democratic
[2] democratic,party
[2] party,fundraising
[2] fundraising,grassroots
[2] grassroots,organizing
[2] organizing,few

Top Word Pairs in Tweet in G7:
[2] rasiej,mlsif

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@patryanuc
@ntnsndr
@eioconnor
@nycd16indivis
@indivisibleteam
@hiskey22
@lizrdeb
@shoshanazuboff
@gitcoin

Top Mentioned in G1:
@mlsif
@shoshanazuboff
@ntnsndr
@davekarpf
@jgreenblattadl
@mccourtneyinst
@lara_putnam
@nytimes
@nathangoldman
@owocki

Top Mentioned in G2:
@ntnsndr
@mlsif
@gitcoin
@owocki
@zebras_unite
@owo

Top Mentioned in G3:
@patryanuc
@nycd16indivis
@indivisibleteam
@hiskey22
@mlsif
@eioconnor
@lizrdeb

Top Mentioned in G5:
@davidslifka
@mlsif

Top Mentioned in G6:
@lara_putnam
@mlsif
@nytimes
@mccourtneyinst

Top Mentioned in G7:
@rasiej
@mlsif

Top Mentioned in G8:
@shoshanazuboff
@mlsif

Top Mentioned in G9:
@neymarjr

Top Mentioned in G10:
@reprashida
@mlsif

Top Tweeters
Top Tweeters in Entire Graph:
@dgendvil
@nytimes
@laurenm57
@dominiccampbell
@prisonculture
@codeforpdx
@jacremes
@lizrdeb
@acyn
@gl33p

Top Tweeters in G1:
@dgendvil
@laurenm57
@codeforpdx
@jacremes
@acyn
@rberger
@consumerreports
@patticrane
@rmack
@bethancantrell

Top Tweeters in G2:
@owocki
@ntnsndr
@elipariser
@gitcoin
@zebras_unite
@coopswales
@exittocommunity
@niyokwizerajos1
@owo

Top Tweeters in G3:
@lizrdeb
@indivisibleteam
@nycd16indivis
@indivisnewroc
@patryanuc
@eioconnor
@hiskey22
@marksvensson

Top Tweeters in G4:
@kerry62189
@jieapuri
@deeptidoshi
@donororganizers

Top Tweeters in G5:
@n_stenhou
@antoniascatton
@davidslifka

Top Tweeters in G6:
@nytimes
@lara_putnam
@mccourtneyinst

Top Tweeters in G7:
@dominiccampbell
@prisonculture
@rasiej

Top Tweeters in G8:
@gl33p
@danlatorre
@shoshanazuboff

Top Tweeters in G9:
@neymarjr
@fernandoholiday
@neo_xg

Top Tweeters in G10:
@peacenowus
@joriki
@reprashida


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