#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 10/28/2021 6:18:10 PM, 264984


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#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2021-10-28_07-59-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2021-10-28_07-59-
From:
NodeXLExcelAutomator
Uploaded on:
October 28, 2021
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/2ZvmnWu
@mlsif
@danbuk4
@numblpleeb
@bitchitsbeaker
@joshalerner
@uservoiceorg
@llgacities
@dheerajdwiinc
@bhupeshbaghel
@yashsah83003925

Top hashtags:


Description:
Description
The graph represents a network of 71 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 October 2021 at 14:59 UTC.

The requested start date was Thursday, 28 October 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, 1-hour, 19-minute period from Thursday, 14 October 2021 at 00:47 UTC to Wednesday, 27 October 2021 at 02:06 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 : 71
Unique Edges : 95
Edges With Duplicates : 54
Total Edges : 149
Number of Edge Types : 5
Retweet : 21
MentionsInRetweet : 58
Tweet : 12
Replies to : 9
Mentions : 49
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.0471698113207547
Reciprocated Edge Ratio : 0.0900900900900901
Connected Components : 8
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 59
Maximum Edges in a Connected Component : 138
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.505557
Graph Density : 0.0223340040241449
Modularity : 0.504921
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 71 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 October 2021 at 14:59 UTC.

The requested start date was Thursday, 28 October 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, 1-hour, 19-minute period from Thursday, 14 October 2021 at 00:47 UTC to Wednesday, 27 October 2021 at 02:06 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.theonion.com/democrats-reach-deal-to-introduce-landmark-fundraising-1847909353
[2] https://www.youtube.com/watch?v=nNNLTYa3H8E&feature=youtu.be

[1] https://www.motherjones.com/politics/2021/10/owners-of-democrats-data-firm-targetsmart-worked-to-elect-far-right-republicans/
[1] https://www.consumerreports.org/media-room/press-releases/2021/10/consumer-reports-welcomes-two-new-members-to-board-of-directors/
[1] https://www.consumerreports.org/cro/2021-annual-report/index.htm
[1] https://nypost.com/2021/10/18/nys-dem-leader-jay-jacobs-apologizes-for-kkk-analogy-in-buffalo-mayors-race/
[1] https://theconnector.substack.com/p/its-time-for-the-great-facebook-logout
[1] https://www.youtube.com/watch?v=kDiGl-2m868

[1] https://twitter.com/Mlsif/status/1451907560504807433
[1] https://www.google.com/imgres?imgurl=https://journalistsresource.org/wp-content/uploads/2012/06/DavidKarpf.png&imgrefurl=https://journalistsresource.org/media/research-chat-david-karpf-scholar-internet-organizing-activism/&tbnid=edCVCMWu3Gj0HM&vet=1&docid=OH_z5S2CRiShPM&w=205&h=191&itg=1&hl=en-us&source=sh/x/im

Top URLs in Tweet in G1:
[2] https://www.theonion.com/democrats-reach-deal-to-introduce-landmark-fundraising-1847909353
[1] https://theconnector.substack.com/p/cruising-for-a-bruising-or-will-democrats?r=ef0i&utm_campaign=post&utm_medium=web&utm_source=
[1] https://twitter.com/dp611/status/1451652999324000262
[1] https://twitter.com/m_older/status/1452843603458461696
[1] https://twitter.com/KairosFellows/status/1440705161186340864
[1] https://theconnector.substack.com/p/its-time-for-the-great-facebook-logout?r=ef0i&utm_campaign=post&utm_medium=web&utm_source=
[1] https://www.google.com/imgres?imgurl=https://journalistsresource.org/wp-content/uploads/2012/06/DavidKarpf.png&imgrefurl=https://journalistsresource.org/media/research-chat-david-karpf-scholar-internet-organizing-activism/&tbnid=edCVCMWu3Gj0HM&vet=1&docid=OH_z5S2CRiShPM&w=205&h=191&itg=1&hl=en-us&source=sh/x/im
[1] https://www.motherjones.com/politics/2021/10/owners-of-democrats-data-firm-targetsmart-worked-to-elect-far-right-republicans/
[1] https://www.consumerreports.org/media-room/press-releases/2021/10/consumer-reports-welcomes-two-new-members-to-board-of-directors/
[1] https://www.consumerreports.org/cro/2021-annual-report/index.htm

Top URLs in Tweet in G2:
[2] https://www.youtube.com/watch?v=nNNLTYa3H8E&feature=youtu.be


Top URLs in Tweet in G4:
[1] https://slowlane.us/enlightenment-on-the-cally/

Top URLs in Tweet in G7:
[1] https://wegov.com.br/redes-10/
[1] https://techpresident.com/trends-for-mobile-applications/
[1] https://twitter.com/Mlsif/status/1451907560504807433

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=kDiGl-2m868


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] nodexl
[2] smrf
[2] sna
[2] socialmedia
[1] mobileapplications
[1] bhupesh_hai_toh_bharosa_hai
[1] civictech
[1] redeswegov
[1] wegov
[1] facebookpapers



Top Hashtags in Tweet in G1:
[1] freedomtovoteact
[1] facebookpapers

Top Hashtags in Tweet in G3:
[1] bhupesh_hai_toh_bharosa_hai

Top Hashtags in Tweet in G6:
[1] civictech

Top Hashtags in Tweet in G7:
[1] redeswegov
[1] wegov
[1] mobileapplications

Top Hashtags in Tweet in G8:
[2] nodexl
[2] smrf
[2] sna
[2] socialmedia

Top Words
Top Words in Tweet in Entire Graph:
[24] mlsif
[22] gold
[12] bhupeshbaghel
[11] dheerajdwiinc
[11] always
[11] best
[11] cm
[11] country
[11] ians
[11] voter

Top Words in Tweet in G1:
[5] mlsif
[4] democrats
[4] consumerreports
[3] facebook
[3] logout
[3] jacobs
[3] rid
[3] consumer
[2] scoop
[2] owners

Top Words in Tweet in G2:
[2] nayafia
[2] parallels
[2] between
[2] open
[2] source
[2] software
[2] development
[2] online
[2] creators
[2] rmack

Top Words in Tweet in G3:
[22] gold
[12] bhupeshbaghel
[12] mlsif
[11] dheerajdwiinc
[11] always
[11] best
[11] cm
[11] country
[11] ians
[11] voter

Top Words in Tweet in G4:
[7] prison
[6] joshalerner
[6] councils
[4] uservoiceorg
[3] katalcenter
[3] a_s_alexander
[3] jessejannetta
[3] llgacities
[3] mlsif
[3] heard

Top Words in Tweet in G5:
[2] cryptolaserman
[2] darkhorizonnft
[2] siiiiick
[2] nft_al
[2] mlsif
[2] bitchitsbeaker

Top Words in Tweet in G8:
[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:
[11] gold,always
[11] always,gold
[11] gold,best
[11] best,cm
[11] cm,country
[11] country,bhupeshbaghel
[11] bhupeshbaghel,ians
[11] ians,voter
[11] voter,survey
[11] survey,mlsif

Top Word Pairs in Tweet in G1:
[3] facebook,logout
[2] scoop,owners
[2] owners,democrats'
[2] democrats',big
[2] big,data
[2] data,firm
[2] firm,unknown
[2] unknown,side
[2] side,gig
[2] gig,working

Top Word Pairs in Tweet in G2:
[2] nayafia,parallels
[2] parallels,between
[2] between,open
[2] open,source
[2] source,software
[2] software,development
[2] development,online
[2] online,creators
[2] creators,rmack
[2] rmack,ethanz

Top Word Pairs in Tweet in G3:
[11] gold,always
[11] always,gold
[11] gold,best
[11] best,cm
[11] cm,country
[11] country,bhupeshbaghel
[11] bhupeshbaghel,ians
[11] ians,voter
[11] voter,survey
[11] survey,mlsif

Top Word Pairs in Tweet in G4:
[6] prison,councils
[3] katalcenter,a_s_alexander
[3] a_s_alexander,jessejannetta
[3] llgacities,mlsif
[3] heard,uservoiceorg
[3] uservoiceorg,prison
[3] councils,more
[3] more,cities
[3] cities,using
[3] using,prison

Top Word Pairs in Tweet in G5:
[2] cryptolaserman,darkhorizonnft
[2] darkhorizonnft,siiiiick
[2] siiiiick,nft_al
[2] nft_al,mlsif
[2] mlsif,bitchitsbeaker

Top Word Pairs in Tweet in G8:
[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
@bhupeshbaghel
@dheerajdwiinc
@consumerreports
@uservoiceorg
@joshalerner
@katalcenter
@a_s_alexander
@jessejannetta
@llgacities

Top Mentioned in G1:
@consumerreports
@mlsif
@govkathyhochul
@mltellado
@nikitrabailey
@milliechubaird1
@davidcorndc
@mkink
@theonion
@jcinelli_14

Top Mentioned in G2:
@nayafia
@rmack
@ethanz
@danbuk4
@zeynep
@el33th4xor
@jasonsilva
@peterdiamandis
@timharford
@tiffani_bova

Top Mentioned in G3:
@bhupeshbaghel
@mlsif
@dheerajdwiinc

Top Mentioned in G4:
@uservoiceorg
@joshalerner
@katalcenter
@a_s_alexander
@jessejannetta
@llgacities
@mlsif

Top Mentioned in G5:
@darkhorizonnft
@nft_al
@mlsif
@bitchitsbeaker
@numblpleeb
@cryptolaserman

Top Mentioned in G6:
@rasiej
@civichall
@nytechalliance

Top Mentioned in G8:
@marc_smith

Top Mentioned in G9:
@shehzad_ind

Top Tweeters
Top Tweeters in Entire Graph:
@valaafshar
@bhushanlalb
@danbuk4
@zeynep
@glennf
@davidcorndc
@theonion
@mkink
@consumerreports
@om

Top Tweeters in G1:
@glennf
@davidcorndc
@theonion
@mkink
@consumerreports
@algiordano
@danancona
@davekarpf
@mlsif
@govkathyhochul

Top Tweeters in G2:
@valaafshar
@danbuk4
@zeynep
@om
@briansolis
@deanna
@jasonsilva
@ethanz
@rmack
@el33th4xor

Top Tweeters in G3:
@dheerajdwiinc
@bhupeshbaghel
@sonurajwade05
@ujjwalc55264773
@prakhar0079
@yashsah83003925
@suraj25266100
@parmartushi84
@bharti_khilesh
@manish61782628

Top Tweeters in G4:
@a_s_alexander
@criminology
@katalcenter
@llgacities
@joshalerner
@uservoiceorg
@jessejannetta

Top Tweeters in G5:
@cryptolaserman
@bitchitsbeaker
@numblpleeb
@nft_al
@darkhorizonnft

Top Tweeters in G6:
@civichall
@nytechalliance
@rasiej
@nyc_cto

Top Tweeters in G7:
@sheridesabike
@worksnaps
@wegov
@alossk2

Top Tweeters in G8:
@marc_smith
@this0499154500

Top Tweeters in G9:
@bhushanlalb
@shehzad_ind