#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 9/17/2020 6:22:09 PM, 235336


FAQ | Problem?

#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2020-09-17_08-11-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2020-09-17_08-11-
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2020
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/2RDwL7A
@mlsif
@fisher_danar
@abhinemani
@rossmorock
@waxlithical
@civichall
@lara_putnam
@nvk_shrivastava
@pdfassociation
@mstem

Top hashtags:
#gotv
#covid19

Description:
Description
The graph represents a network of 56 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, 17 September 2020 at 15:11 UTC.

The requested start date was Thursday, 17 September 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 12-day, 3-hour, 51-minute period from Friday, 04 September 2020 at 11:26 UTC to Wednesday, 16 September 2020 at 15:18 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 : 56
Unique Edges : 47
Edges With Duplicates : 195
Total Edges : 242
Number of Edge Types : 5
Mentions : 174
Retweet : 15
MentionsInRetweet : 17
Replies to : 24
Tweet : 12
Self-Loops : 12
Reciprocated Vertex Pair Ratio : 0.141176470588235
Reciprocated Edge Ratio : 0.247422680412371
Connected Components : 11
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 33
Maximum Edges in a Connected Component : 214
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.008621
Graph Density : 0.0314935064935065
Modularity : 0.271442
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 56 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, 17 September 2020 at 15:11 UTC.

The requested start date was Thursday, 17 September 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 12-day, 3-hour, 51-minute period from Friday, 04 September 2020 at 11:26 UTC to Wednesday, 16 September 2020 at 15:18 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:
[2] https://www.eventbrite.com/e/pathways-through-the-portal-field-scan-of-emerging-technologies-tickets-118050898415?aff=estw&utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-source=tw&utm-term=checkoutwidget
[1] https://www.amazon.com/Activism-Inc-Outsourcing-Grassroots-Progressive/dp/0804752176
[1] https://twitter.com/JessLivMo/status/1305967984125652992
[1] https://twitter.com/RossMoRock/status/1305957035624800256
[1] https://twitter.com/Fisher_DanaR/status/1306186625744023553
[1] https://www.politico.com/story/2009/12/hamsher-leads-left-away-from-wh-030131
[1] https://civictech.guide/new
[1] https://www.nytimes.com/interactive/2020/09/10/magazine/amputation-implanted-prosthetic-limb-osseointegration.html?referringSource=articleShare
[1] https://newrepublic.com/article/155999/loneliness-resistance-protester
[1] https://twitter.com/SpiritOfCongres/status/1305768235569045504

Top URLs in Tweet in G1:
[1] https://newrepublic.com/article/155999/loneliness-resistance-protester
[1] https://twitter.com/Fisher_DanaR/status/1306186625744023553
[1] https://twitter.com/RossMoRock/status/1305957035624800256
[1] https://twitter.com/JessLivMo/status/1305967984125652992
[1] https://www.amazon.com/Activism-Inc-Outsourcing-Grassroots-Progressive/dp/0804752176

Top URLs in Tweet in G2:
[1] https://twitter.com/farai/status/1297938207930224641
[1] https://www.wunderground.com/dashboard/webcam/scr33n/1/2020-9-9
[1] https://www.nytimes.com/interactive/2020/09/10/magazine/amputation-implanted-prosthetic-limb-osseointegration.html?referringSource=articleShare
[1] https://www.politico.com/story/2009/12/hamsher-leads-left-away-from-wh-030131
[1] https://civictech.guide/new
[1] https://twitter.com/TrueBoots/status/1251536805821906944

Top URLs in Tweet in G3:
[2] https://www.eventbrite.com/e/pathways-through-the-portal-field-scan-of-emerging-technologies-tickets-118050898415?aff=estw&utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-source=tw&utm-term=checkoutwidget

Top URLs in Tweet in G6:
[1] http://ugeferradas.es/personal-democracy-forum-europe/
[1] https://eventos.wegov.net.br/linc-jfpr
[1] https://twitter.com/mlsif/status/1304223006366072838
[1] https://twitter.com/SpiritOfCongres/status/1305768235569045504

Top URLs in Tweet in G7:
[1] https://science.sciencemag.org/content/369/6508/1179
[1] https://www.eventbrite.com/e/pathways-through-the-portal-field-scan-of-emerging-technologies-tickets-118050898415?utm-medium=discovery&utm-campaign=social&utm-content=attendeeshare&aff=estw&utm-source=tw&utm-term=listing

Top URLs in Tweet in G8:
[1] https://twitter.com/Mlsif/status/1221451478348500992

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


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] gotv
[5] covid19
[3] octoberpdfest
[3] pdfa
[3] pdfx
[2] nodexl
[2] smrf
[2] sna
[2] socialmedia
[1] activism



Top Hashtags in Tweet in G1:
[7] gotv
[5] covid19
[1] activism
[1] grassroots
[1] politics
[1] resistingalone
[1] election2018
[1] distributedorganizing
[1] election2020
[1] activisminc

Top Hashtags in Tweet in G5:
[1] shame
[1] uddhavthackeray
[1] indiaforkangana

Top Hashtags in Tweet in G6:
[1] innovationlabs
[1] hubjus
[1] wegov
[1] thursdaymotivation

Top Hashtags in Tweet in G9:
[3] octoberpdfest
[3] pdfa
[3] pdfx
[1] iso32000
[1] pdf20
[1] pdf

Top Hashtags in Tweet in G10:
[2] nodexl
[2] smrf
[2] sna
[2] socialmedia

Top Words
Top Words in Tweet in Entire Graph:
[21] mlsif
[14] politidope
[14] ryangrim
[14] michelleinbklyn
[14] joanwalsh
[14] dylanmatt
[14] ei_schwartz
[11] lara_putnam
[10] fisher_danar
[10] personal

Top Words in Tweet in G1:
[14] mlsif
[13] politidope
[13] ryangrim
[13] michelleinbklyn
[13] joanwalsh
[13] dylanmatt
[13] ei_schwartz
[10] lara_putnam
[9] campaigns
[9] fisher_danar

Top Words in Tweet in G2:
[6] ask
[4] nothimus
[3] favor
[3] stuff
[3] jonathansmucker
[2] political
[2] civichall
[2] right
[2] time
[2] readers

Top Words in Tweet in G3:
[5] civichall
[4] mlsif
[4] integrilicious
[4] digiphile
[3] mstem
[3] jedmiller
[2] registered
[2] pathways
[2] portal
[2] event

Top Words in Tweet in G4:
[2] influence
[2] public

Top Words in Tweet in G5:
[8] bmc
[4] shame
[4] sleeping
[4] till
[4] date
[4] termed
[4] illegal
[4] day
[4] made
[4] personal

Top Words in Tweet in G6:
[2] personal
[2] democracy

Top Words in Tweet in G7:
[2] mlsif

Top Words in Tweet in G8:
[3] voters
[2] fortunate
[2] enough
[2] join
[2] ctctogether
[2] 2018
[2] staten
[2] island
[2] knocked
[2] doors

Top Words in Tweet in G9:
[9] pdf
[3] catch
[3] latest
[3] developments
[3] standards
[3] #octoberpdfest
[3] #pdfa
[3] #pdfx
[2] pdfassociation
[2] #iso32

Top Words in Tweet in G10:
[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:
[14] politidope,ryangrim
[14] ryangrim,michelleinbklyn
[14] michelleinbklyn,joanwalsh
[14] joanwalsh,dylanmatt
[14] dylanmatt,ei_schwartz
[11] mlsif,politidope
[8] lara_putnam,mlsif
[7] personal,democracy
[6] runforsomething,amandalitman
[6] jesslivmo,careinactionus

Top Word Pairs in Tweet in G1:
[13] politidope,ryangrim
[13] ryangrim,michelleinbklyn
[13] michelleinbklyn,joanwalsh
[13] joanwalsh,dylanmatt
[13] dylanmatt,ei_schwartz
[11] mlsif,politidope
[8] lara_putnam,mlsif
[6] runforsomething,amandalitman
[6] jesslivmo,careinactionus
[6] campaigns,groups

Top Word Pairs in Tweet in G2:
[3] jonathansmucker,nothimus
[2] favor,ask
[2] ask,ask
[2] ask,readers
[2] readers,stuff
[2] stuff,maybe
[2] maybe,important
[2] important,ask
[2] ask,career
[2] uploaded,50

Top Word Pairs in Tweet in G3:
[4] integrilicious,digiphile
[3] mstem,integrilicious
[2] mlsif,civichall
[2] civichall,mstem
[2] registered,civichall
[2] civichall,pathways
[2] pathways,portal
[2] portal,event
[2] event,thinking
[2] thinking,dune

Top Word Pairs in Tweet in G5:
[4] shame,bmc
[4] bmc,bmc
[4] bmc,sleeping
[4] sleeping,till
[4] till,date
[4] date,termed
[4] termed,illegal
[4] illegal,day
[4] day,made
[4] made,personal

Top Word Pairs in Tweet in G6:
[2] personal,democracy

Top Word Pairs in Tweet in G8:
[2] fortunate,enough
[2] enough,join
[2] join,ctctogether
[2] ctctogether,2018
[2] 2018,staten
[2] staten,island
[2] island,knocked
[2] knocked,doors
[2] doors,talked
[2] talked,voters

Top Word Pairs in Tweet in G9:
[6] pdf,pdf
[3] catch,latest
[3] latest,developments
[3] developments,pdf
[3] pdf,standards
[3] standards,#octoberpdfest
[3] #octoberpdfest,#pdfa
[3] #pdfa,#pdfx
[2] pdfassociation,catch
[2] #pdfx,#iso32

Top Word Pairs in Tweet in G10:
[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
@politidope
@ryangrim
@michelleinbklyn
@joanwalsh
@dylanmatt
@ei_schwartz
@civichall
@lara_putnam
@runforsomething

Top Mentioned in G1:
@mlsif
@politidope
@ryangrim
@michelleinbklyn
@joanwalsh
@dylanmatt
@ei_schwartz
@runforsomething
@amandalitman
@lara_putnam

Top Mentioned in G2:
@nothimus
@civichall
@nytimes
@lara_putnam
@politidope
@ryangrim
@michelleinbklyn
@joanwalsh
@dylanmatt
@ei_schwartz

Top Mentioned in G3:
@civichall
@integrilicious
@digiphile
@mstem
@mlsif
@leetomson
@jedmiller

Top Mentioned in G4:
@tomthegrinch
@chirpygeezer
@thetimes

Top Mentioned in G5:
@nvk_shrivastava

Top Mentioned in G7:
@mlsif
@patwater
@roseinstitute
@civichall

Top Mentioned in G8:
@ctctogether
@andrewmaketweet

Top Mentioned in G9:
@pdfassociation

Top Mentioned in G10:
@marc_smith

Top Tweeters
Top Tweeters in Entire Graph:
@nytimes
@doctorow
@shell_loyd
@thetimes
@fmfrancoise
@digiphile
@politidope
@goolammv
@joanwalsh
@cande313

Top Tweeters in G1:
@shell_loyd
@politidope
@joanwalsh
@jesslivmo
@fisher_danar
@ryangrim
@amandalitman
@runforsomething
@rossmorock
@ei_schwartz

Top Tweeters in G2:
@nytimes
@doctorow
@cande313
@jonathansmucker
@mlsif
@trueboots
@janehamsher
@civictechguide
@anandwrites
@nothimus

Top Tweeters in G3:
@digiphile
@mstem
@integrilicious
@jedmiller
@civichall
@leetomson

Top Tweeters in G4:
@thetimes
@chirpygeezer
@tomthegrinch
@zackuk3
@waxlithical

Top Tweeters in G5:
@picklyou
@nvk_shrivastava
@devangp15614320
@riddhimanilay

Top Tweeters in G6:
@wegov
@sohirajendra
@olgascherbina
@ugeferradas

Top Tweeters in G7:
@abhinemani
@patwater
@roseinstitute

Top Tweeters in G8:
@annia
@andrewmaketweet
@ctctogether

Top Tweeters in G9:
@subjektives
@pdfassociation
@orpalis

Top Tweeters in G10:
@fmfrancoise
@marc_smith


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