#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 10/15/2020 6:06:31 PM, 238017


FAQ | Problem?

#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2020-10-15_08-11-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2020-10-15_08-11-
From:
NodeXLExcelAutomator
Uploaded on:
October 15, 2020
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/3dCE6hS
@mlsif
@jamesgdangelo
@setiyanto_tian
@civichall
@fisher_danar
@lizbarry
@lkhere
@betanyc
@newamericapit
@noneck

Top hashtags:
#wegov
#irislab

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, 15 October 2020 at 15:11 UTC.

The requested start date was Thursday, 15 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 13-day, 2-hour, 14-minute period from Thursday, 01 October 2020 at 11:15 UTC to Wednesday, 14 October 2020 at 13:29 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 : 57
Edges With Duplicates : 93
Total Edges : 150
Number of Edge Types : 5
Tweet : 28
Retweet : 19
MentionsInRetweet : 26
Mentions : 44
Replies to : 33
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0.140845070422535
Reciprocated Edge Ratio : 0.246913580246914
Connected Components : 11
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 40
Maximum Edges in a Connected Component : 100
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.430876
Graph Density : 0.0162977867203219
Modularity : 0.398611
NodeXL Version : 1.0.1.441
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, 15 October 2020 at 15:11 UTC.

The requested start date was Thursday, 15 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 13-day, 2-hour, 14-minute period from Thursday, 01 October 2020 at 11:15 UTC to Wednesday, 14 October 2020 at 13:29 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:
[6] http://congressionalresearch.org/BrianBassEisen.html
[3] https://firstpost.substack.com/p/coming-soon
[2] https://buttondown.email/msifry
[2] https://buttondown.email/msifry/archive/hello-world-its-the-connector-my-new-newsletter/
[2] https://www.agora.brussels/
[2] https://www.ctctogether.org/
[1] https://buttondown.email/msifry/archive/hello-world-its-the-connector-my-new-newsletter/?fbclid=IwAR38rXhmQuG84tYBbpTYIBPr_C1tG4SpAuWuXF77z3cRaDHJpxf5QJ_mKLc
[1] https://medium.com/positive-returns/engines-of-change-what-civic-tech-can-learn-from-social-movements-fcd8925e52a1
[1] https://www.pix11.com/news/back-to-school/manhattan-mom-says-city-is-failing-minority-children-with-inadequate-technology
[1] https://forms.gle/x6qx11N7bDgg9xen7

Top URLs in Tweet in G1:
[2] https://www.ctctogether.org/
[1] https://buttondown.email/msifry/archive/hello-world-its-the-connector-my-new-newsletter/?fbclid=IwAR38rXhmQuG84tYBbpTYIBPr_C1tG4SpAuWuXF77z3cRaDHJpxf5QJ_mKLc
[1] https://movement.vote/
[1] https://twitter.com/lara_putnam/status/1311633801118920706
[1] https://twitter.com/lara_putnam/status/1315982885648818176
[1] https://buttondown.email/msifry/archive/hello-world-its-the-connector-my-new-newsletter/
[1] https://firstpost.substack.com/p/coming-soon
[1] https://buttondown.email/msifry
[1] https://www.pix11.com/news/back-to-school/manhattan-mom-says-city-is-failing-minority-children-with-inadequate-technology
[1] https://forms.gle/x6qx11N7bDgg9xen7

Top URLs in Tweet in G3:
[2] https://firstpost.substack.com/p/coming-soon
[1] https://buttondown.email/msifry
[1] https://buttondown.email/msifry/archive/hello-world-its-the-connector-my-new-newsletter/
[1] https://medium.com/positive-returns/engines-of-change-what-civic-tech-can-learn-from-social-movements-fcd8925e52a1
[1] https://twitter.com/cliffordlevy/status/1314190299426680833

Top URLs in Tweet in G4:
[6] http://congressionalresearch.org/BrianBassEisen.html
[1] http://congressionalresearch.org/Citations.html

Top URLs in Tweet in G5:
[1] https://www.prf.gov.br/agencia/prf-realiza-a-primeira-fase-presencial-do-programa-de-inovacao/
[1] https://twitter.com/wegov/status/1311413707860254722
[1] https://twitter.com/wegov/status/1310969202132553734
[1] https://twitter.com/wegov/status/1310969213109129216
[1] https://twitter.com/wegov/status/1310969219564146697
[1] https://twitter.com/wegov/status/1310969227864670208
[1] https://twitter.com/wegov/status/1311413700914540545

Top URLs in Tweet in G7:
[1] http://www.pdfukraine.org

Top URLs in Tweet in G8:
[1] https://www.pdfa.org/presentation/pdf-a-4-pdf-x-6-and-the-other-new-pdf-standards/

Top URLs in Tweet in G10:
[1] https://www.zoomoutthevote.com/make-your-background?id=NEv1CCImdHzJbGE35vD0

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19] wegov
[16] irislab
[9] inovacaodeaaz
[9] thread
[6] octoberpdfest
[4] inovaã§ã£odeaaz
[4] inovaã§ã£onosetorpãºblico
[4] administraã§ã£opãºblica
[4] gestã£opãºblica
[4] inovaã§ã£o



Top Hashtags in Tweet in G1:
[2] taxtherich
[2] heroesact
[1] votewfp

Top Hashtags in Tweet in G3:
[3] civictech
[2] pit
[2] govtech

Top Hashtags in Tweet in G5:
[19] wegov
[16] irislab
[9] inovacaodeaaz
[9] thread
[4] inovaã§ã£odeaaz
[4] inovaã§ã£onosetorpãºblico
[4] administraã§ã£opãºblica
[4] gestã£opãºblica
[4] inovaã§ã£o
[3] hubgov

Top Hashtags in Tweet in G7:
[1] digitaltransormation
[1] ukraine
[1] democracy
[1] pdfukraine

Top Hashtags in Tweet in G8:
[6] octoberpdfest
[1] pdfa
[1] pdfx
[1] iso32000
[1] pdf20
[1] pdf

Top Hashtags in Tweet in G10:
[1] collectiveaction
[1] election2020

Top Words
Top Words in Tweet in Entire Graph:
[30] mlsif
[19] #wegov
[16] #irislab
[15] democracy
[12] personal
[12] #inovaã
[11] newsletter
[10] forum
[9] years
[9] very

Top Words in Tweet in G1:
[11] mlsif
[7] newsletter
[6] years
[5] nyc
[4] connector
[4] teachers
[3] idea
[3] friend
[3] past
[3] flogabray

Top Words in Tweet in G3:
[6] mlsif
[5] kudos
[4] newsletter
[4] dear
[4] friend
[4] leaving
[4] civichall
[3] tech
[3] subscribe
[3] betanyc

Top Words in Tweet in G4:
[9] mlsif
[7] very
[6] gary
[6] bass
[6] wrong
[6] poor
[6] understanding
[6] history
[6] congress
[5] norm

Top Words in Tweet in G5:
[19] #wegov
[16] #irislab
[12] #inovaã
[9] #inovacaodeaaz
[9] #thread
[8] opãºblica
[4] odeaaz
[4] onosetorpãºblico
[4] #administraã
[4] #gestã

Top Words in Tweet in G7:
[5] forum
[5] coming
[4] save
[4] date
[4] fifth
[4] personal
[4] democracy
[4] ukraine
[4] ºðÿ
[4] 25

Top Words in Tweet in G8:
[6] #octoberpdfest
[6] pdf
[3] starts
[3] october
[3] monday
[3] first
[3] overview
[2] pdfassociation

Top Words in Tweet in G10:
[2] mlsif

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] #wegov,#irislab
[12] personal,democracy
[9] democracy,forum
[9] #inovacaodeaaz,#wegov
[9] #irislab,#thread
[6] mlsif,gary
[6] gary,bass
[6] very,poor
[6] poor,understanding
[6] understanding,history

Top Word Pairs in Tweet in G1:
[3] newsletter,connector
[2] inaugural,issue
[2] issue,mlsif's
[2] mlsif's,newsletter
[2] connector,takes
[2] takes,idea
[2] idea,left
[2] left,right
[2] right,naturally
[2] naturally,balance

Top Word Pairs in Tweet in G3:
[4] kudos,dear
[4] dear,friend
[4] friend,mlsif
[4] mlsif,leaving
[3] betanyc,kudos
[3] leaving,civichall
[3] civichall,moving
[3] moving,write
[3] write,independent
[3] independent,newsletter

Top Word Pairs in Tweet in G4:
[6] mlsif,gary
[6] gary,bass
[6] very,poor
[6] poor,understanding
[6] understanding,history
[6] history,congress
[5] bass,norm
[5] norm,eisen
[5] eisen,danielle
[5] danielle,brian

Top Word Pairs in Tweet in G5:
[16] #wegov,#irislab
[9] #inovacaodeaaz,#wegov
[9] #irislab,#thread
[4] #inovaã,odeaaz
[4] odeaaz,#wegov
[4] #irislab,#inovaã
[4] #inovaã,onosetorpãºblico
[4] onosetorpãºblico,#administraã
[4] #administraã,opãºblica
[4] opãºblica,#gestã

Top Word Pairs in Tweet in G7:
[4] save,date
[4] date,fifth
[4] fifth,personal
[4] personal,democracy
[4] democracy,forum
[4] forum,ukraine
[4] ukraine,ºðÿ
[4] ºðÿ,coming
[4] coming,25
[4] 25,27

Top Word Pairs in Tweet in G8:
[3] #octoberpdfest,starts
[3] starts,october
[3] october,monday
[3] monday,first
[3] first,overview
[3] overview,pdf
[3] pdf,pdf
[3] pdf,#octoberpdfest
[2] pdfassociation,#octoberpdfest

Top Replied-To
Top Replied-To in Entire Graph:
@mlsif
@noneck
@flogabray
@jamesgdangelo
@jillinski
@decimalfinance
@jessimckenzi
@maxbsawicky
@blackboikei
@the_big_quiet

Top Replied-To in G1:
@mlsif
@noneck
@flogabray
@caseynewton
@leetomson
@the_big_quiet
@blackboikei
@maxbsawicky
@jessimckenzi

Top Replied-To in G2:
@rapportoire

Top Replied-To in G3:
@mlsif

Top Replied-To in G4:
@jamesgdangelo
@jillinski
@mlsif
@sabrak
@ellnmllr
@nduhoski
@mstinalee

Top Replied-To in G6:
@decimalfinance

Top Replied-To in G9:
@hillaryclinton

Top Replied-To in G10:
@mlsif

Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@civichall
@betanyc
@jamaalbowmanny
@wegov
@techsoupeurope
@the_big_quiet
@nywfp
@biaggi4ny
@votejgr

Top Mentioned in G1:
@mlsif
@jamaalbowmanny
@caseynewton
@nywfp
@biaggi4ny
@votejgr
@the_big_quiet
@civictechguide
@flogabray
@thejewishvote

Top Mentioned in G2:
@thembasibhula
@mwwwn201
@chiefkhayisa
@worldbank
@jamwanda2
@libya_en

Top Mentioned in G3:
@mlsif
@civichall
@betanyc
@newamericapit
@cliffordlevy

Top Mentioned in G4:
@mlsif
@ellnmllr

Top Mentioned in G5:
@wegov
@vitinhoburigo
@prfbrasil

Top Mentioned in G6:
@rendimartin1
@mlsif
@konde2505

Top Mentioned in G7:
@techsoupeurope

Top Mentioned in G8:
@pdfassociation

Top Mentioned in G9:
@joebiden

Top Mentioned in G10:
@votezoom
@mlsif

Top Tweeters
Top Tweeters in Entire Graph:
@fmfrancoise
@codeforpdx
@the_big_quiet
@mkink
@blackboikei
@konde2505
@noneck
@fisher_danar
@worldbank
@cydharrell

Top Tweeters in G1:
@codeforpdx
@the_big_quiet
@mkink
@blackboikei
@daviesnow
@justinhendrix
@mlsif
@stephenesherman
@votejgr
@nywfp

Top Tweeters in G2:
@worldbank
@jamwanda2
@mwwwn201
@rapportoire
@thembasibhula
@kamqhekezo
@chiefkhayisa
@libya_en

Top Tweeters in G3:
@noneck
@lkhere
@civichall
@betanyc
@cliffordlevy
@newamericapit

Top Tweeters in G4:
@ellnmllr
@jamesgdangelo
@jillinski
@nduhoski
@mstinalee
@sabrak

Top Tweeters in G5:
@wegov
@andretamura
@prfbrasil
@domnilander
@vitinhoburigo

Top Tweeters in G6:
@konde2505
@setiyanto_tian
@decimalfinance
@rendimartin1

Top Tweeters in G7:
@techsoup
@caravanstudios
@techsoupeurope
@miazgaagata

Top Tweeters in G8:
@pdfassociation
@luratech_tz
@romantoda

Top Tweeters in G9:
@torick2018
@hillaryclinton
@joebiden

Top Tweeters in G10:
@fisher_danar
@votezoom