#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 12/22/2022 4:04:13 PM, 286771


FAQ | Problem?

#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2022-12-22_07-53-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2022-12-22_07-53-
From:
NodeXLExcelAutomator
Uploaded on:
December 22, 2022
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/3WyCbjy
@mlsif
@_arianna
@oneunderscore__
@eioconnor
@valigiablu
@elonmusk
@jason
@bgrueskin
@davidsacks
@dr_connally

Top hashtags:
#nodexl
#smrf
#sna

Description:
Description
The graph represents a network of 53 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, 22 December 2022 at 15:53 UTC.

The requested start date was Thursday, 22 December 2022 at 01:01 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, 57-minute period from Thursday, 08 December 2022 at 17:11 UTC to Wednesday, 21 December 2022 at 20:09 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 : 53
Unique Edges : 50
Edges With Duplicates : 50
Total Edges : 100
Number of Edge Types : 5
Retweet : 17
MentionsInRetweet : 27
Mentions : 34
Replies to : 13
Tweet : 9
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.0666666666666667
Reciprocated Edge Ratio : 0.125
Connected Components : 6
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 44
Maximum Edges in a Connected Component : 89
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.966206
Graph Density : 0.02322206095791
Modularity : 0.3127
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 53 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, 22 December 2022 at 15:53 UTC.

The requested start date was Thursday, 22 December 2022 at 01:01 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, 57-minute period from Thursday, 08 December 2022 at 17:11 UTC to Wednesday, 21 December 2022 at 20:09 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:
[3] https://theconnector.substack.com/p/if-the-movements-of-the-last-decade
[2] https://link.medium.com/THjQ9sMdQvb
[2] https://www.valigiablu.it/twitter-files-musk-trump/
[1] https://theconnector.substack.com/p/if-the-movements-of-the-last-decade?r=35dq8&utm_campaign=post&utm_medium=email
[1] https://theconnector.substack.com/p/the-twitter-files-and-the-meme-wars?r=35dq8&utm_campaign=post&utm_medium=email
[1] https://twitter.com/yonkersledger/status/1603586192066363393
[1] https://theconnector.substack.com/p/the-twitter-files-and-the-meme-wars
[1] https://twitter.com/DanAncona/status/1602432389510094848
[1] https://www.dailykos.com/stories/2006/5/10/208980/-
[1] https://link.medium.com/hE075ADyUvb

Top URLs in Tweet in G1:
[2] https://link.medium.com/THjQ9sMdQvb
[1] https://theconnector.substack.com/p/if-the-movements-of-the-last-decade
[1] https://twitter.com/DanAncona/status/1602432389510094848
[1] https://theconnector.substack.com/p/the-twitter-files-and-the-meme-wars
[1] https://theconnector.substack.com/p/if-the-movements-of-the-last-decade?r=35dq8&utm_campaign=post&utm_medium=email
[1] https://theconnector.substack.com/p/the-twitter-files-and-the-meme-wars?r=35dq8&utm_campaign=post&utm_medium=email
[1] https://link.medium.com/hE075ADyUvb
[1] https://theconnector.substack.com/p/the-twitter-files-and-the-meme-wars?r=nx4h&utm_campaign=post&utm_medium=web

Top URLs in Tweet in G2:
[1] https://twitter.com/yonkersledger/status/1603586192066363393

Top URLs in Tweet in G3:
[2] https://www.valigiablu.it/twitter-files-musk-trump/
[1] https://micahsifry.medium.com/putting-the-twitter-files-in-perspective-f94756b051e5?_branch_match_id=link-1132592578701659212

Top URLs in Tweet in G6:
[2] https://theconnector.substack.com/p/if-the-movements-of-the-last-decade

Top URLs in Tweet in G8:
[1] https://www.dailykos.com/stories/2006/5/10/208980/-

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


Top Domains
Top Domains in Tweet in Entire Graph:
[7] substack.com
[4] medium.com
[3] twitter.com
[2] valigiablu.it
[1] dailykos.com
[1] youtube.com

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

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

Top Domains in Tweet in G3:
[2] valigiablu.it
[1] medium.com

Top Domains in Tweet in G6:
[2] substack.com

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

Top Domains in Tweet in G9:
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] nodexl
[4] smrf
[4] sna
[4] socialmedia
[1] twitterfiles



Top Hashtags in Tweet in G1:
[1] twitterfiles

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

Top Words
Top Words in Tweet in Entire Graph:
[20] twitter
[19] mlsif
[12] democracy
[12] files
[10] musk
[9] elon
[8] personal
[6] elonmusk
[6] know
[5] americana

Top Words in Tweet in G1:
[13] twitter
[8] mlsif
[6] files
[5] musk
[4] guess
[4] elon
[4] elonmusk
[4] going
[3] wars
[3] part

Top Words in Tweet in G3:
[6] twitter
[6] files
[5] mlsif
[4] sulla
[4] musk
[4] valigiablu
[4] elon
[4] narrazione
[4] battaglia
[4] controllare

Top Words in Tweet in G4:
[2] elonmusk

Top Words in Tweet in G5:
[2] rupar

Top Words in Tweet in G6:
[2] links
[2] activist
[2] look
[2] valuable
[2] future
[2] insights
[2] organising
[2] mlsif

Top Words in Tweet in G8:
[2] mlsif
[2] jmorrisjr
[2] know
[2] first

Top Words in Tweet in G9:
[4] video
[4] forum
[4] personal
[4] #sna
[4] ecosystem
[4] #smrf
[4] democracy
[4] talk
[4] #nodexl
[4] mapping

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] twitter,files
[9] elon,musk
[8] personal,democracy
[7] musk,twitter
[5] sulla,democrazia
[5] battaglia,controllare
[5] files,battaglia
[5] democrazia,americana
[5] putting,twitter
[5] perspective,part

Top Word Pairs in Tweet in G1:
[6] twitter,files
[4] elon,musk
[3] musk,twitter
[3] meme,wars
[3] putting,twitter
[3] perspective,part
[3] files,perspective
[2] time,federal
[2] battle,control
[2] ford,dearborn

Top Word Pairs in Tweet in G3:
[6] twitter,files
[4] democrazia,americana
[4] files,battaglia
[4] americana,mlsif
[4] sulla,democrazia
[4] narrazione,sulla
[4] controllare,narrazione
[4] battaglia,controllare
[4] musk,twitter
[4] elon,musk

Top Word Pairs in Tweet in G6:
[2] future,activist
[2] organising,look
[2] activist,organising
[2] insights,links
[2] links,mlsif
[2] valuable,insights
[2] look,valuable

Top Word Pairs in Tweet in G8:
[2] mlsif,jmorrisjr

Top Word Pairs in Tweet in G9:
[4] #nodexl,#smrf
[4] nyc,personal
[4] #sna,#socialmedia
[4] mapping,ecosystem
[4] talk,nyc
[4] 2015,network
[4] #smrf,#sna
[4] democracy,forum
[4] ecosystem,#nodexl
[4] personal,democracy

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@elonmusk
@valigiablu
@jmorrisjr
@marc_smith
@mxtaliajane
@iwlarmtunited
@indivisnewroc
@dr_connally
@donie

Top Mentioned in G1:
@mlsif
@elonmusk
@_arianna
@jmorrisjr
@bariweiss
@oneunderscore__
@donie
@jason_kint
@ritchietorres
@goldman

Top Mentioned in G2:
@iwlarmtunited
@indivisnewroc
@mlsif
@dr_connally

Top Mentioned in G3:
@mlsif
@valigiablu
@_arianna

Top Mentioned in G4:
@elonmusk

Top Mentioned in G5:
@donie
@drewharwell

Top Mentioned in G6:
@mlsif
@mkhalili

Top Mentioned in G7:
@mxtaliajane

Top Mentioned in G8:
@jmorrisjr
@mlsif

Top Mentioned in G9:
@marc_smith

Top Tweeters
Top Tweeters in Entire Graph:
@denniskoch10
@charles_gaba
@joncoopertweets
@laurenm57
@fmfrancoise
@tominwindsor
@tomcoates
@tomwatson
@chrislhayes
@mbalter

Top Tweeters in G1:
@denniskoch10
@charles_gaba
@laurenm57
@tominwindsor
@tomcoates
@tomwatson
@chrislhayes
@mbalter
@tchambers
@goldman

Top Tweeters in G2:
@iwlarmtunited
@nycd16indivis
@indivisnewroc
@dr_connally
@eioconnor

Top Tweeters in G3:
@jaguimera
@_arianna
@valigiablu
@alessarda2908
@martifornu

Top Tweeters in G4:
@jason_kint
@elonmusk
@ritchietorres

Top Tweeters in G5:
@donie
@oneunderscore__
@drewharwell

Top Tweeters in G6:
@ozlemkocyigitt
@mkhalili

Top Tweeters in G7:
@mxtaliajane
@rafaelshimunov

Top Tweeters in G8:
@adambonin
@jmorrisjr

Top Tweeters in G9:
@fmfrancoise
@marc_smith

Top Tweeters in G10:
@joncoopertweets
@brenda_luckow


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