#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 9/16/2021 3:17:16 PM, 262197


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#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2021-09-16_07-59-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2021-09-16_07-59-
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2021
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/39rzR7D
@mlsif
@shahari35099637
@tmsruge
@oso
@rico_deventer
@newrepublic
@josh_nelson
@digiphile
@drhappyboyce
@matshona77

Top hashtags:
#thankyouanarchy

Description:
Description
The graph represents a network of 63 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, 16 September 2021 at 14:59 UTC.

The requested start date was Thursday, 16 September 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, 10-hour, 34-minute period from Thursday, 02 September 2021 at 01:34 UTC to Wednesday, 15 September 2021 at 12:09 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 : 63
Unique Edges : 73
Edges With Duplicates : 50
Total Edges : 123
Number of Edge Types : 5
Replies to : 29
Mentions : 74
MentionsInRetweet : 9
Retweet : 6
Tweet : 5
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.109756097560976
Reciprocated Edge Ratio : 0.197802197802198
Connected Components : 5
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 54
Maximum Edges in a Connected Component : 115
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.651922
Graph Density : 0.0232974910394265
Modularity : 0.485607
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 63 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, 16 September 2021 at 14:59 UTC.

The requested start date was Thursday, 16 September 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, 10-hour, 34-minute period from Thursday, 02 September 2021 at 01:34 UTC to Wednesday, 15 September 2021 at 12:09 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:
[2] https://newrepublic.com/article/140245/obamas-lost-army-inside-fall-grassroots-machine?utm_medium=Social&utm_campaign=EB_TNR&utm_source=Twitter#Echobox=1631337218-1
[1] https://nathanschneider.info/books/thank-you-anarchy/
[1] https://theconnector.substack.com/p/the-opportunist-andrew-yangs-third
[1] https://theconnector.substack.com/p/the-opportunist-andrew-yangs-third?r=35dq8&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://theconnector.substack.com/p/when-moveon-went-missing-in-action?r=35dq8&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://prospect.org/politics/altercation-on-911-was-w-awol/
[1] https://twitter.com/bscstation/status/1434081940332630017
[1] https://twitter.com/LuckyUnicornNFT/status/1435160545263427584
[1] https://twitter.com/MetaNFTStudio/status/1435221165182619648
[1] https://theconnector.substack.com/p/how-money-clustered-around-2020-candidates

Top URLs in Tweet in G1:
[1] https://theconnector.substack.com/p/when-moveon-went-missing-in-action?r=ef0i&utm_campaign=post&utm_medium=web&utm_source=twitter
[1] https://theconnector.substack.com/p/the-opportunist-andrew-yangs-third?r=ef0i&utm_campaign=post&utm_medium=web&utm_source=twitter
[1] https://twitter.com/moonbeamvotes/status/1437983412380332032
[1] https://theconnector.substack.com/p/how-money-clustered-around-2020-candidates
[1] https://prospect.org/politics/altercation-on-911-was-w-awol/
[1] https://nathanschneider.info/books/thank-you-anarchy/
[1] https://theconnector.substack.com/p/the-opportunist-andrew-yangs-third
[1] https://theconnector.substack.com/p/the-opportunist-andrew-yangs-third?r=35dq8&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://theconnector.substack.com/p/when-moveon-went-missing-in-action?r=35dq8&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://newrepublic.com/article/140245/obamas-lost-army-inside-fall-grassroots-machine?utm_medium=Social&utm_campaign=EB_TNR&utm_source=Twitter#Echobox=1631337218-1

Top URLs in Tweet in G3:
[1] https://twitter.com/MetaNFTStudio/status/1435221165182619648
[1] https://twitter.com/LuckyUnicornNFT/status/1435160545263427584
[1] https://twitter.com/bscstation/status/1434081940332630017

Top URLs in Tweet in G5:
[1] https://newrepublic.com/article/140245/obamas-lost-army-inside-fall-grassroots-machine?utm_medium=Social&utm_campaign=EB_TNR&utm_source=Twitter#Echobox=1631337218-1

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] thankyouanarchy
[2] wegov
[1] wellbeing
[1] lootland
[1] loot
[1] nft
[1] airdrops



Top Hashtags in Tweet in G1:
[2] thankyouanarchy

Top Hashtags in Tweet in G3:
[1] lootland
[1] loot
[1] nft
[1] airdrops

Top Hashtags in Tweet in G7:
[2] wegov
[1] wellbeing

Top Words
Top Words in Tweet in Entire Graph:
[26] mlsif
[6] local
[5] party
[5] instead
[5] mobilizing
[5] grassroots
[5] machine
[5] pressure
[5] obstructionist
[5] lawmakers

Top Words in Tweet in G1:
[12] mlsif
[5] arifleischer
[4] anniversary
[4] party
[3] dankennedy_nu
[3] mkramer
[3] occupy
[3] book
[2] sorry
[2] shoes

Top Words in Tweet in G2:
[2] participatory
[2] panthealee
[2] steiny
[2] avilarenata
[2] kenyanpundit
[2] fheusser
[2] mlsif
[2] johnwonderlich
[2] tmtm
[2] janethaven

Top Words in Tweet in G3:
[4] mlsif
[4] dgurdasani1
[4] scottbarrettdfb

Top Words in Tweet in G5:
[4] instead
[4] mobilizing
[4] grassroots
[4] machine
[4] pressure
[4] obstructionist
[4] lawmakers
[4] support
[4] state
[4] local

Top Words in Tweet in G6:
[4] mlsif
[4] melissaryan
[4] thewaywithanoa
[3] disinformation
[2] many
[2] conversations
[2] those
[2] working
[2] digital
[2] side

Top Words in Tweet in G7:
[2] weallcymru
[2] wales
[2] #wegov
[2] pack
[2] think
[2] wellbeing
[2] future
[2] generations
[2] act
[2] 2015

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5] instead,mobilizing
[5] mobilizing,grassroots
[5] grassroots,machine
[5] machine,pressure
[5] pressure,obstructionist
[5] obstructionist,lawmakers
[5] lawmakers,support
[5] support,state
[5] state,local
[5] local,candidates

Top Word Pairs in Tweet in G1:
[3] mlsif,arifleischer
[2] moveon,went
[2] went,missing
[2] missing,action
[2] 20th,anniversary
[2] opportunist,andrew
[2] andrew,yang's
[2] yang's,third
[2] third,party
[2] party,gambit

Top Word Pairs in Tweet in G2:
[2] participatory,panthealee
[2] panthealee,steiny
[2] steiny,avilarenata
[2] avilarenata,kenyanpundit
[2] kenyanpundit,fheusser
[2] fheusser,mlsif
[2] johnwonderlich,tmtm
[2] tmtm,janethaven

Top Word Pairs in Tweet in G3:
[4] mlsif,dgurdasani1
[4] dgurdasani1,scottbarrettdfb

Top Word Pairs in Tweet in G5:
[4] instead,mobilizing
[4] mobilizing,grassroots
[4] grassroots,machine
[4] machine,pressure
[4] pressure,obstructionist
[4] obstructionist,lawmakers
[4] lawmakers,support
[4] support,state
[4] state,local
[4] local,candidates

Top Word Pairs in Tweet in G6:
[4] melissaryan,thewaywithanoa
[3] mlsif,melissaryan
[2] thewaywithanoa,many
[2] many,conversations
[2] conversations,those
[2] those,working
[2] working,digital
[2] digital,side
[2] side,campaigns

Top Word Pairs in Tweet in G7:
[2] weallcymru,wales
[2] wales,#wegov
[2] #wegov,pack
[2] pack,think
[2] think,wellbeing
[2] wellbeing,future
[2] future,generations
[2] generations,act
[2] act,2015
[2] 2015,one

Top Replied-To
Top Replied-To in Entire Graph:
@mlsif
@fastusmusic
@dankennedy_nu
@hanaschank
@davekarpf
@katrinanation
@nelstamp
@weallcymru
@oso
@trustworthyslav

Top Replied-To in G1:
@mlsif
@dankennedy_nu
@fastusmusic
@hanaschank
@digitalsista
@sethmpk
@arifleischer
@nelstamp
@katrinanation
@davekarpf

Top Replied-To in G2:
@oso

Top Replied-To in G3:
@mlsif

Top Replied-To in G4:
@solcryptogreeks

Top Replied-To in G6:
@mlsif

Top Replied-To in G7:
@weallcymru

Top Replied-To in G9:
@illy_smal

Top Replied-To in G10:
@trustworthyslav

Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@melissaryan
@thewaywithanoa
@arifleischer
@dgurdasani1
@scottbarrettdfb
@newrepublic
@participatory
@panthealee
@steiny

Top Mentioned in G1:
@mlsif
@arifleischer
@mkramer
@melissaryan
@thewaywithanoa
@msnbc
@thenation
@ntnsndr
@eric_alterman
@sethmpk

Top Mentioned in G2:
@participatory
@panthealee
@steiny
@avilarenata
@kenyanpundit
@fheusser
@mlsif
@johnwonderlich
@tmtm
@janethaven

Top Mentioned in G3:
@dgurdasani1
@scottbarrettdfb
@pressgirlk
@erhardt
@metanftstudio

Top Mentioned in G4:
@pandacrewnft
@jdje
@mlsif
@jdnluv

Top Mentioned in G5:
@newrepublic
@mlsif

Top Mentioned in G6:
@melissaryan
@thewaywithanoa
@digitalsista
@mlsif

Top Mentioned in G7:
@drhappyboyce
@weallcymru
@sophiehowe

Top Mentioned in G8:
@mlsif
@mliddell
@everyactionhq

Top Mentioned in G9:
@nelsonchamisa

Top Tweeters
Top Tweeters in Entire Graph:
@msnbc
@thewaywithanoa
@laurenm57
@digiphile
@kenyanpundit
@newrepublic
@digitalsista
@jfrusci
@thenation
@katrinanation

Top Tweeters in G1:
@msnbc
@laurenm57
@jfrusci
@thenation
@katrinanation
@mkramer
@noneck
@nelstamp
@davekarpf
@ntnsndr

Top Tweeters in G2:
@kenyanpundit
@tmsruge
@johnwonderlich
@oso
@fheusser
@participatory
@panthealee
@steiny
@tmtm
@janethaven

Top Tweeters in G3:
@scottbarrettdfb
@dgurdasani1
@pressgirlk
@erhardt
@shahari35099637
@metanftstudio

Top Tweeters in G4:
@jdnluv
@rico_deventer
@solcryptogreeks
@pandacrewnft
@jdje

Top Tweeters in G5:
@newrepublic
@allenpg
@sawallnews
@offthefencetalk

Top Tweeters in G6:
@thewaywithanoa
@digitalsista
@jimmcnary
@melissaryan

Top Tweeters in G7:
@sophiehowe
@drhappyboyce
@weallcymru

Top Tweeters in G8:
@josh_nelson
@everyactionhq
@mliddell

Top Tweeters in G9:
@nelsonchamisa
@illy_smal
@matshona77

Top Tweeters in G10:
@immortan_djt
@trustworthyslav