#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 7/28/2022 10:15:15 PM, 279629


FAQ | Problem?

#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2022-07-28_07-53-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2022-07-28_07-53-
From:
NodeXLExcelAutomator
Uploaded on:
July 28, 2022
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/3zi4pFh
@mlsif
@protecttruth_
@thegever01
@cathyarnst
@daniel_laurison
@econ_marshall
@butlerofdogs
@drvolts
@lauren_steiner
@pixfiber

Top hashtags:


Description:
Description
The graph represents a network of 51 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, 28 July 2022 at 14:53 UTC.

The requested start date was Thursday, 28 July 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 12-day, 22-hour, 25-minute period from Thursday, 14 July 2022 at 15:45 UTC to Wednesday, 27 July 2022 at 14:11 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 : 51
Unique Edges : 55
Edges With Duplicates : 113
Total Edges : 168
Number of Edge Types : 5
Replies to : 26
Mentions : 73
Tweet : 11
Retweet : 20
MentionsInRetweet : 38
Self-Loops : 12
Reciprocated Vertex Pair Ratio : 0.139240506329114
Reciprocated Edge Ratio : 0.244444444444444
Connected Components : 6
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 44
Maximum Edges in a Connected Component : 162
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.199076
Graph Density : 0.0352941176470588
Modularity : 0.311233
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 51 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, 28 July 2022 at 14:53 UTC.

The requested start date was Thursday, 28 July 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 12-day, 22-hour, 25-minute period from Thursday, 14 July 2022 at 15:45 UTC to Wednesday, 27 July 2022 at 14:11 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:
[4] https://link.medium.com/RF5qIoLcXrb
[3] https://link.medium.com/JSAfHZLXErb
[2] https://twitter.com/Mlsif/status/1551942180108963841
[1] https://twitter.com/mlsif/status/1551942180108963841
[1] https://micahsifry.medium.com/an-unexpected-gift-from-joni-mitchell-3f399ffaa19f?_branch_match_id=link-1080724792740835580
[1] https://theconnector.substack.com/p/why-political-campaigns-are-self
[1] https://theconnector.substack.com/p/why-political-campaigns-are-self?utm_source=twitter&sd=pf
[1] https://theconnector.substack.com/p/why-political-campaigns-are-self?r=35dq8&s=r&utm_campaign=post&utm_medium=email
[1] https://twitter.com/taliesan/status/1549089934161723394
[1] https://buttercms.com/features/

Top URLs in Tweet in G1:
[3] https://link.medium.com/JSAfHZLXErb
[3] https://link.medium.com/RF5qIoLcXrb
[2] https://twitter.com/Mlsif/status/1551942180108963841
[1] https://theconnector.substack.com/p/why-political-campaigns-are-self?utm_source=twitter&sd=pf
[1] https://link.medium.com/YaPg3qCzQrb
[1] https://twitter.com/taliesan/status/1549089934161723394
[1] https://micahsifry.medium.com/an-unexpected-gift-from-joni-mitchell-3f399ffaa19f?_branch_match_id=link-1080724792740835580
[1] https://theconnector.substack.com/p/why-political-campaigns-are-self?r=35dq8&s=r&utm_campaign=post&utm_medium=email
[1] https://micahsifry.medium.com/an-unexpected-gift-from-joni-mitchell-3f399ffaa19f
[1] https://micahsifry.medium.com/our-bodies-our-activism-ebeff0481686

Top URLs in Tweet in G2:
[1] https://www.insidephilanthropy.com/home/2022/5/13/rob-steins-liberal-legacy
[1] https://twitter.com/RichPuchalsky/status/1547963331666796546?s=20&t=jOcnCmJQ96faWYnU90NzOw
[1] https://theconnector.substack.com/p/and-we-are-not-saved?utm_campaign=post&utm_source=direct&s=r
[1] https://twitter.com/BenSoskis/status/1531997484284887040
[1] https://twitter.com/BenSoskis/status/1527067287143981056

Top URLs in Tweet in G3:
[1] https://theconnector.substack.com/p/why-political-campaigns-are-self

Top URLs in Tweet in G4:
[1] https://twitter.com/politico/status/1547914844027858950?s=20

Top URLs in Tweet in G5:
[1] https://kumornews.co/2022/07/21/aboriginal-democracy-the-only-way-forward-okoti/?feed_id=6775&_unique_id=62d8c14d13f99
[1] https://twitter.com/Mlsif/status/1171054130468667392
[1] https://twitter.com/mlsif/status/1551942180108963841

Top URLs in Tweet in G6:
[1] https://buttercms.com/features/

Top URLs in Tweet in G7:
[1] https://link.medium.com/RF5qIoLcXrb

Top Domains
Top Domains in Tweet in Entire Graph:
[12] medium.com
[9] twitter.com
[4] substack.com
[1] buttercms.com
[1] kumornews.co
[1] insidephilanthropy.com

Top Domains in Tweet in G1:
[11] medium.com
[3] twitter.com
[2] substack.com

Top Domains in Tweet in G2:
[3] twitter.com
[1] insidephilanthropy.com
[1] substack.com

Top Domains in Tweet in G3:
[1] substack.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] kumornews.co

Top Domains in Tweet in G6:
[1] buttercms.com

Top Domains in Tweet in G7:
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1] newportfolkfest
[1] 44567
[1] democrats



Top Hashtags in Tweet in G1:
[1] democrats
[1] 1/6/2022 12:00:00 AM

Top Hashtags in Tweet in G7:
[1] newportfolkfest

Top Words
Top Words in Tweet in Entire Graph:
[52] mlsif
[15] econ_marshall
[14] people
[13] very
[13] piece
[13] good
[12] more
[12] progressive
[11] berniesanders
[10] best

Top Words in Tweet in G1:
[17] mlsif
[7] gift
[7] more
[5] today
[5] song
[5] self
[5] licking
[4] politics
[4] trump
[4] celebrating

Top Words in Tweet in G2:
[17] mlsif
[14] econ_marshall
[11] progressive
[10] people
[9] good
[9] history
[9] bensoskis
[8] piece
[8] very
[8] best

Top Words in Tweet in G3:
[11] mlsif
[11] berniesanders
[9] lauren_steiner
[4] ignored
[3] thegever01
[3] another
[3] great
[3] piece
[3] attest
[3] 2016

Top Words in Tweet in G4:
[6] mlsif
[3] dskamper
[2] sethcotlar
[2] lbrolsky
[2] fstflofscholars
[2] samhaselby
[2] people
[2] show
[2] drvolts
[2] piece

Top Words in Tweet in G5:
[2] eu
[2] democratic
[2] more
[2] personal
[2] democracy
[2] people
[2] world

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] piece,mlsif
[11] very,good
[9] mlsif,very
[9] good,best
[9] best,history
[9] history,progressive
[9] progressive,institutional
[9] institutional,non
[9] non,profit
[9] profit,ism

Top Word Pairs in Tweet in G1:
[5] self,licking
[4] today,celebrating
[4] celebrating,gift
[4] gift,living
[4] living,legend
[4] legend,parcel
[4] parcel,poetry
[4] poetry,song
[4] song,powerful
[4] powerful,release

Top Word Pairs in Tweet in G2:
[8] piece,mlsif
[8] mlsif,very
[8] very,good
[8] good,best
[8] best,history
[8] history,progressive
[8] progressive,institutional
[8] institutional,non
[8] non,profit
[8] profit,ism

Top Word Pairs in Tweet in G3:
[8] mlsif,berniesanders
[6] lauren_steiner,mlsif
[3] another,great
[3] great,piece
[3] piece,mlsif
[3] mlsif,attest
[3] attest,berniesanders
[3] berniesanders,2016
[3] 2016,senior
[3] senior,staffers

Top Word Pairs in Tweet in G4:
[2] sethcotlar,lbrolsky
[2] lbrolsky,fstflofscholars
[2] fstflofscholars,samhaselby
[2] protecttruth_,dskamper
[2] dskamper,mlsif

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

Top Replied-To
Top Replied-To in Entire Graph:
@lauren_steiner
@bensoskis
@econ_marshall
@pixfiber
@tomwatson
@mlsif
@sethcotlar
@darrenalevi
@thegever01
@marustiweb

Top Replied-To in G1:
@tomwatson
@mlsif

Top Replied-To in G2:
@bensoskis
@econ_marshall
@richpuchalsky

Top Replied-To in G3:
@lauren_steiner
@pixfiber
@thegever01
@darrenalevi

Top Replied-To in G4:
@sethcotlar
@dskamper
@protecttruth_
@drvolts

Top Replied-To in G6:
@marustiweb

Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@econ_marshall
@berniesanders
@lauren_steiner
@bensoskis
@daniel_laurison
@jon_gluck
@richpuchalsky
@thegever01
@lbrolsky

Top Mentioned in G1:
@mlsif
@daniel_laurison
@jon_gluck
@consumerreports
@lizmair
@anatosaurus
@fisher_danar
@daring35991901

Top Mentioned in G2:
@mlsif
@econ_marshall
@bensoskis
@richpuchalsky

Top Mentioned in G3:
@mlsif
@berniesanders
@lauren_steiner
@thegever01
@greenpartyus

Top Mentioned in G4:
@mlsif
@lbrolsky
@fstflofscholars
@samhaselby
@dskamper
@drvolts
@econ_marshall
@protecttruth_

Top Mentioned in G6:
@techpresident

Top Mentioned in G7:
@mlsif
@jonimitchell

Top Tweeters
Top Tweeters in Entire Graph:
@b1e56df9ce6549f
@butlerofdogs
@laurenm57
@ritaresarian
@bigdontee
@lizmair
@danbuk4
@tomwatson
@larryrosenthal
@chaplinscourage

Top Tweeters in G1:
@laurenm57
@lizmair
@danbuk4
@tomwatson
@daring35991901
@scribblerjack
@consumerreports
@fisher_danar
@_arianna
@jeffguhin

Top Tweeters in G2:
@b1e56df9ce6549f
@ritaresarian
@chaplinscourage
@mdslock
@rkbtoo
@richpuchalsky
@tiananmian
@mkellydc
@bensoskis
@econ_marshall

Top Tweeters in G3:
@bigdontee
@lauren_steiner
@pixfiber
@berniesanders
@sirrlh
@greenpartyus
@thegever01
@darrenalevi

Top Tweeters in G4:
@butlerofdogs
@sethcotlar
@samhaselby
@dskamper
@drvolts
@fstflofscholars
@protecttruth_
@lbrolsky

Top Tweeters in G5:
@larryrosenthal
@kirstyjmcneill
@philippmarkolin
@kumornews

Top Tweeters in G6:
@marustiweb
@techpresident
@nikki_buttercms

Top Tweeters in G7:
@cathyarnst
@jonimitchell