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#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2021-07-29_07-59- (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 29, 2021
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/3fbLfYh
@mlsif
@ellgood
@faridmia551bd
@anhtramcn
@thewisecity
@nancyscola
@normornstein
@leahmcelrath
@frlanzpercepzun
@dberl0909

Top hashtags:
#wegov

Description:
Description
The graph represents a network of 82 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 July 2021 at 14:59 UTC.

The requested start date was Thursday, 29 July 2021 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, 7-hour, 2-minute period from Thursday, 15 July 2021 at 14:19 UTC to Wednesday, 28 July 2021 at 21:22 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 : 82
Unique Edges : 106
Edges With Duplicates : 91
Total Edges : 197
Number of Edge Types : 5
Retweet : 29
MentionsInRetweet : 61
Replies to : 28
Tweet : 22
Mentions : 57
Self-Loops : 22
Reciprocated Vertex Pair Ratio : 0.0714285714285714
Reciprocated Edge Ratio : 0.133333333333333
Connected Components : 9
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 67
Maximum Edges in a Connected Component : 177
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.352318
Graph Density : 0.0203252032520325
Modularity : 0.437102
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 82 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 July 2021 at 14:59 UTC.

The requested start date was Thursday, 29 July 2021 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, 7-hour, 2-minute period from Thursday, 15 July 2021 at 14:19 UTC to Wednesday, 28 July 2021 at 21:22 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:
[4] https://wegov.com.br/ead/laboratorios-de-inovacao/
[3] https://slowbuild.substack.com/p/online-politics-micah-sifry
[2] https://theconnector.substack.com/p/the-poverty-of-grassroots-organizing-76b
[2] https://theconnector.substack.com/p/summer-potpourri-unpacking-qanon?r=35dq8&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://twitter.com/Mlsif/status/1420377026318540807
[1] https://www.youtube.com/watch?v=kDiGl-2m868

[1] https://twitter.com/Mlsif/status/1420376076451201026
[1] https://theconnector.substack.com/p/summer-potpourri-unpacking-qanon
[1] https://newpublic.org/study/1358/the-signals-in-the-pandemic
[1] https://www.consumerreports.org/upload/broadband/?EXTKEY=BBA17EEC1Q

Top URLs in Tweet in G1:
[2] https://theconnector.substack.com/p/the-poverty-of-grassroots-organizing-76b
[2] https://theconnector.substack.com/p/summer-potpourri-unpacking-qanon?r=35dq8&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://theconnector.substack.com/p/summer-potpourri-unpacking-qanon
[1] https://twitter.com/lara_putnam/status/1417098336612626432
[1] https://twitter.com/ellgood/status/1420125847466520586
[1] https://act.rootsaction.org/p/dia/action4/common/public/?action_KEY=14290
[1] https://web.archive.org/web/20170829170307/https:/civichall.org/civicist/getting-real-about-money/
[1] https://twitter.com/tomscocca/status/1417132320172253187
[1] https://newpublic.org/study/1358/the-signals-in-the-pandemic
[1] https://www.consumerreports.org/upload/broadband/?EXTKEY=BBA17EEC1Q

Top URLs in Tweet in G2:
[3] https://slowbuild.substack.com/p/online-politics-micah-sifry
[1] https://twitter.com/PatrickRuffini/status/1418026521890103296

Top URLs in Tweet in G3:
[1] https://twitter.com/janinezacharia/status/1420122572369235972

Top URLs in Tweet in G4:
[1] https://mlsfantasyboss.com/discord/

Top URLs in Tweet in G5:
[4] https://wegov.com.br/ead/laboratorios-de-inovacao/
[1] https://us7.campaign-archive.com/?u=3483229a61208d893aa5f8dcd&id=4d943d0718
[1] https://vimeo.com/385085919

Top URLs in Tweet in G8:
[1] https://twitter.com/Mlsif/status/1420092156639842310
[1] https://about.me/realojoaderemi
[1] https://twitter.com/Mlsif/status/1420376076451201026
[1] https://twitter.com/Mlsif/status/1420377026318540807

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=kDiGl-2m868


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] wegov
[6] civicinfrastructure
[5] wegovlabs
[2] nodexl
[2] smrf
[2] sna
[2] socialmedia
[2] mlsfantasy
[1] broadbandtogether
[1] digitalnewdeal



Top Hashtags in Tweet in G1:
[1] broadbandtogether
[1] january6th

Top Hashtags in Tweet in G2:
[1] feelinggroovy

Top Hashtags in Tweet in G3:
[6] civicinfrastructure
[1] digitalnewdeal

Top Hashtags in Tweet in G4:
[2] mlsfantasy

Top Hashtags in Tweet in G5:
[6] wegov
[5] wegovlabs
[1] labs

Top Hashtags in Tweet in G6:
[1] bigtimenft

Top Hashtags in Tweet in G8:
[1] getaderemiintouel

Top Hashtags in Tweet in G9:
[2] nodexl
[2] smrf
[2] sna
[2] socialmedia

Top Words
Top Words in Tweet in Entire Graph:
[51] mlsif
[15] nancyscola
[12] tech
[10] part
[9] laboratórios
[9] interview
[9] getting
[9] back
[9] together
[9] mlsfantasyboss

Top Words in Tweet in G1:
[22] mlsif
[8] normornstein
[5] money
[5] tech
[4] billion
[4] pandemic
[3] billionaires
[3] away
[3] fortunes
[3] given

Top Words in Tweet in G2:
[15] mlsif
[12] nancyscola
[8] interview
[7] getting
[7] back
[7] together
[7] blog
[7] simon
[7] garfunkel
[7] reunion

Top Words in Tweet in G3:
[6] paper
[6] building
[6] #civicinfrastructure
[6] pbs
[6] internet
[6] part
[6] karenkornbluh
[6] gmfdigital
[5] ellgood
[5] #digitalnew

Top Words in Tweet in G4:
[10] mlsif
[9] mlsfantasyboss
[7] mlsfantasystats
[5] fionnr_
[4] discord
[3] channel
[3] top
[3] tuesday
[2] part
[2] honestly

Top Words in Tweet in G5:
[9] laboratórios
[7] inovação
[7] setor
[7] público
[6] curso
[6] gratuito
[6] #wegov
[5] #wegovlabs
[4] wegov
[2] contribuiu

Top Words in Tweet in G8:
[3] aderemi
[2] good

Top Words in Tweet in G9:
[2] video
[2] talk
[2] nyc
[2] personal
[2] democracy
[2] forum
[2] 2015
[2] network
[2] mapping
[2] ecosystem

Top Words in Tweet in G10:
[2] afgan
[2] arms

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8] mlsif,normornstein
[8] getting,nancyscola
[8] nancyscola,back
[8] back,together
[8] together,mlsif
[8] mlsif,interview
[8] interview,blog
[8] blog,simon
[8] simon,garfunkel
[8] garfunkel,reunion

Top Word Pairs in Tweet in G1:
[8] mlsif,normornstein
[3] start,disrupting
[2] giving,away
[2] 100,million
[2] someone,50
[2] 50,000
[2] ve,made
[2] made,point
[2] point,before
[2] before,bears

Top Word Pairs in Tweet in G2:
[7] getting,nancyscola
[7] nancyscola,back
[7] back,together
[7] together,mlsif
[7] mlsif,interview
[7] interview,blog
[7] blog,simon
[7] simon,garfunkel
[7] garfunkel,reunion
[7] reunion,political

Top Word Pairs in Tweet in G3:
[6] paper,building
[6] building,#civicinfrastructure
[6] #civicinfrastructure,pbs
[6] pbs,internet
[6] internet,part
[6] part,karenkornbluh
[6] karenkornbluh,gmfdigital
[5] ellgood,paper
[5] gmfdigital,#digitalnew

Top Word Pairs in Tweet in G4:
[8] mlsfantasyboss,mlsif
[5] fionnr_,mlsfantasyboss
[3] mlsfantasystats,fionnr_
[3] discord,channel
[3] mlsif,mlsfantasystats
[2] mlsif,part
[2] part,discord
[2] channel,honestly
[2] honestly,stats
[2] stats,experience

Top Word Pairs in Tweet in G5:
[7] laboratórios,inovação
[7] inovação,setor
[7] setor,público
[5] público,#wegov
[5] #wegov,#wegovlabs
[4] wegov,curso
[4] curso,gratuito
[4] gratuito,laboratórios
[2] curso,laboratórios
[2] público,contribuiu

Top Word Pairs in Tweet in G9:
[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 Replied-To in Entire Graph:
@mlsif
@mlsfantasyboss
@fionnr_
@da_wessel
@heathr
@drsjaishankar
@joylita
@mls_nightowl
@mlsfantasystats
@the_redist

Top Replied-To in G1:
@mlsif
@heathr
@da_wessel
@jessimckenzi

Top Replied-To in G2:
@mlsif

Top Replied-To in G4:
@mlsfantasyboss
@fionnr_
@mls_nightowl
@mlsfantasystats

Top Replied-To in G6:
@thebinancenft

Top Replied-To in G7:
@the_redist

Top Replied-To in G10:
@drsjaishankar

Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@nancyscola
@normornstein
@rich1
@karenkornbluh
@gmfdigital
@mlsfantasystats
@mlsfantasyboss
@ellgood
@wegov

Top Mentioned in G1:
@mlsif
@normornstein
@nancyscola
@hondanhon
@consumerreports
@jack
@rich1
@craignewmark
@wearenew_public
@laurenm57

Top Mentioned in G2:
@mlsif
@nancyscola
@rich1

Top Mentioned in G3:
@karenkornbluh
@gmfdigital
@ellgood
@knightfdn
@vivian
@mlsif

Top Mentioned in G4:
@mlsif
@mlsfantasystats
@mlsfantasyboss
@fionnr_

Top Mentioned in G5:
@wegov

Top Mentioned in G6:
@playbigtime2
@kksheld
@mlsif
@kodaisuccess

Top Mentioned in G7:
@bshighlights
@4wingsplease
@mlsif

Top Mentioned in G9:
@marc_smith

Top Tweeters
Top Tweeters in Entire Graph:
@leahmcelrath
@laurenm57
@clancynewyork
@caitlinkellynyc
@craignewmark
@leroy_lynch
@hondanhon
@thp1640
@normornstein
@jontalton

Top Tweeters in G1:
@leahmcelrath
@laurenm57
@caitlinkellynyc
@craignewmark
@hondanhon
@thp1640
@normornstein
@jontalton
@heathr
@hootsbudy

Top Tweeters in G2:
@clancynewyork
@leroy_lynch
@arthursmid
@adambonin
@nickkauf
@fredericg
@svaroschi
@rich1
@nancyscola
@stephenesherman

Top Tweeters in G3:
@knightfdn
@jny
@vivian
@thensim0nsaid
@ellgood
@karenkornbluh
@gmfdigital
@kayvonjp
@rutgersiipl

Top Tweeters in G4:
@kaarthikjk
@whitesworn
@mlsfantasyboss
@mlsfi
@la_soccerfan
@mlsfantasystats
@fionnr_
@mls_nightowl

Top Tweeters in G5:
@ednafaust
@wegov
@andretamura
@brazillab
@rodnarcizo

Top Tweeters in G6:
@kksheld
@kodaisuccess
@faridmia551bd
@thebinancenft
@playbigtime2

Top Tweeters in G7:
@bshighlights
@4wingsplease
@the_redist
@anhtramcn

Top Tweeters in G8:
@doug_schuler
@dalgoso
@mrdancohen
@ifedamola10

Top Tweeters in G9:
@marc_smith
@ahmedeh29139923

Top Tweeters in G10:
@drsjaishankar
@g147592636