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#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2021-06-17_07-59- (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 17, 2021
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/3wF5CnE
@mlsif
@dalgoso
@_rubicorn
@colindickey
@newrepublic
@gladwell
@rberger
@tomsugrue
@rossbarkan
@davekarpf

Top hashtags:
#igotout
#qanon
#crt
#nodexl

Description:
Description
The graph represents a network of 29 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 June 2021 at 14:59 UTC.

The requested start date was Thursday, 17 June 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, 13-hour, 45-minute period from Thursday, 03 June 2021 at 02:18 UTC to Wednesday, 16 June 2021 at 16:04 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 : 29
Unique Edges : 30
Edges With Duplicates : 31
Total Edges : 61
Number of Edge Types : 5
Retweet : 11
MentionsInRetweet : 15
Tweet : 10
Mentions : 16
Replies to : 9
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.193548387096774
Reciprocated Edge Ratio : 0.324324324324324
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 23
Maximum Edges in a Connected Component : 55
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.918969
Graph Density : 0.0455665024630542
Modularity : 0.296896
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 29 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 June 2021 at 14:59 UTC.

The requested start date was Thursday, 17 June 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, 13-hour, 45-minute period from Thursday, 03 June 2021 at 02:18 UTC to Wednesday, 16 June 2021 at 16:04 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://theconnector.substack.com/p/churning-times-with-corrected-video?r=35dq8&utm_campaign=post&utm_medium=email&utm_source=twitter
[2] https://theconnector.substack.com/p/how-2020-battered-election-officials?r=35dq8&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://blogmaverick.com
[1] https://newrepublic.com/article/162624/malcolm-gladwells-fantasy-war-air-bomber-mafia-review
[1] https://theconnector.substack.com/p/churning-times?r=ef0i&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://www.moralimaginations.com
[1] https://www.youtube.com/watch?v=kDiGl-2m868

[1] https://theconnector.substack.com/p/save-the-children-from-qanon-to-crt?utm_campaign=post&utm_medium=web&utm_source=twitter
[1] https://twitter.com/rossmorock/status/1405178541378093060
[1] https://twitter.com/okiespacequeen/status/1402243921560883202

Top URLs in Tweet in G1:
[2] https://theconnector.substack.com/p/how-2020-battered-election-officials?r=35dq8&utm_campaign=post&utm_medium=email&utm_source=twitter
[2] https://theconnector.substack.com/p/churning-times-with-corrected-video?r=35dq8&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://twitter.com/lara_putnam/status/1402217184147935233
[1] https://twitter.com/okiespacequeen/status/1402243921560883202
[1] https://twitter.com/rossmorock/status/1405178541378093060
[1] https://blogmaverick.com
[1] https://newrepublic.com/article/162624/malcolm-gladwells-fantasy-war-air-bomber-mafia-review
[1] https://theconnector.substack.com/p/churning-times?r=ef0i&utm_campaign=post&utm_medium=email&utm_source=twitter

Top URLs in Tweet in G3:
[1] https://theconnector.substack.com/p/digital-organizing-as-if-volunteers
[1] https://mackenzie-scott.medium.com/seeding-by-ceding-ea6de642bf

Top URLs in Tweet in G6:
[1] https://www.moralimaginations.com

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=kDiGl-2m868


Top URLs in Tweet in G8:
[1] https://theconnector.substack.com/p/save-the-children-from-qanon-to-crt?utm_campaign=post&utm_medium=web&utm_source=twitter

Top URLs in Tweet in G9:
[1] https://www.are.na/block/412176

Top Domains
Top Domains in Tweet in Entire Graph:
[7] substack.com
[3] twitter.com
[1] blogmaverick.com
[1] newrepublic.com
[1] moralimaginations.com
[1] youtube.com
[1] are.na
[1] medium.com

Top Domains in Tweet in G1:
[5] substack.com
[3] twitter.com
[1] blogmaverick.com
[1] newrepublic.com

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

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

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

Top Domains in Tweet in G8:
[1] substack.com

Top Domains in Tweet in G9:
[1] are.na

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] igotout
[3] qanon
[3] crt
[2] nodexl
[2] smrf
[2] sna
[2] socialmedia
[1] keepwriting



Top Hashtags in Tweet in G1:
[1] keepwriting
[1] igotout
[1] qanon
[1] crt

Top Hashtags in Tweet in G7:
[2] nodexl
[2] smrf
[2] sna
[2] socialmedia

Top Hashtags in Tweet in G8:
[2] igotout
[2] qanon
[2] crt

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3] churning,times
[3] personal,democracy
[3] democracy,forum
[3] recovering,conspiracy
[3] conspiracy,theories
[3] theories,hope
[3] hope,#igotout
[3] #igotout,save
[3] save,children
[3] children,#qanon

Top Word Pairs in Tweet in G1:
[3] churning,times
[2] andromedabot,coordinates
[2] coordinates,11436
[2] 11436,2205
[2] 2205,1106x1106px
[2] many,reasons
[2] reasons,ny
[2] ny,better
[2] better,fund
[2] fund,cuny

Top Word Pairs in Tweet in G6:
[2] beautiful,take
[2] take,minutes
[2] minutes,watch
[2] watch,impossible
[2] impossible,train
[2] train,story
[2] story,moral_imagining
[2] moral_imagining,mlsif
[2] mlsif,sure

Top Word Pairs in Tweet in G7:
[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 Word Pairs in Tweet in G8:
[2] recovering,conspiracy
[2] conspiracy,theories
[2] theories,hope
[2] hope,#igotout
[2] #igotout,save
[2] save,children
[2] children,#qanon
[2] #qanon,#crt
[2] #crt,mlsif

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@andromedabot
@sama
@laurenm57
@gladwell
@newrepublic
@moral_imagining
@igotout_org
@talmagecooley
@itsjoekent

Top Mentioned in G1:
@mlsif
@andromedabot
@gladwell
@newrepublic
@laurenm57
@dalgoso
@igotout_org
@tomsugrue
@colindickey
@talmagecooley

Top Mentioned in G2:
@buruccu

Top Mentioned in G3:
@libbyfalck
@mlsif
@teddyschleifer

Top Mentioned in G4:
@sama

Top Mentioned in G5:
@itsjoekent

Top Mentioned in G6:
@moral_imagining
@mlsif
@joshalerner

Top Mentioned in G7:
@marc_smith

Top Mentioned in G8:
@mlsif
@igotout_org

Top Tweeters
Top Tweeters in Entire Graph:
@fmfrancoise
@laurenm57
@newrepublic
@rberger
@teddyschleifer
@feelthewhinge
@rossbarkan
@davekarpf
@mlsif
@aredotna_bot

Top Tweeters in G1:
@laurenm57
@newrepublic
@rberger
@rossbarkan
@mlsif
@tomsugrue
@eioconnor
@colindickey
@adversarybot
@gladwell

Top Tweeters in G2:
@patronusumkoala
@_rubicorn
@buruccu

Top Tweeters in G3:
@teddyschleifer
@dalgoso
@libbyfalck

Top Tweeters in G4:
@davekarpf
@sama

Top Tweeters in G5:
@itsjoekent
@talmagecooley

Top Tweeters in G6:
@joshalerner
@moral_imagining

Top Tweeters in G7:
@fmfrancoise
@marc_smith

Top Tweeters in G8:
@feelthewhinge
@igotout_org

Top Tweeters in G9:
@aredotna_bot