#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif, Twitter, 5/6/2021 6:16:30 PM, 254283


FAQ | Problem?

#pdf20 OR #wegov OR pdmteam OR @techpresident OR %22personal democracy%22 OR Mlsif_2021-05-06_07-59-
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif_2021-05-06_07-59-
From:
NodeXLExcelAutomator
Uploaded on:
May 06, 2021
Short Description:
#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif via NodeXL https://bit.ly/3h6Sp1Z
@mlsif
@emonisl38276036
@woodhull
@billi05871292
@sulliview
@newamericapit
@ppolitics
@justinezwerling
@katrinanation
@writerjms

Top hashtags:


Description:
Description
The graph represents a network of 67 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, 06 May 2021 at 14:59 UTC.

The requested start date was Thursday, 06 May 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 11-day, 17-hour, 54-minute period from Saturday, 24 April 2021 at 01:57 UTC to Wednesday, 05 May 2021 at 19:51 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 : 67
Unique Edges : 68
Edges With Duplicates : 42
Total Edges : 110
Number of Edge Types : 5
Replies to : 16
Mentions : 60
Retweet : 10
MentionsInRetweet : 18
Tweet : 6
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.0506329113924051
Reciprocated Edge Ratio : 0.0963855421686747
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 62
Maximum Edges in a Connected Component : 107
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.706462
Graph Density : 0.0187697874265038
Modularity : 0.467934
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 67 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, 06 May 2021 at 14:59 UTC.

The requested start date was Thursday, 06 May 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 11-day, 17-hour, 54-minute period from Saturday, 24 April 2021 at 01:57 UTC to Wednesday, 05 May 2021 at 19:51 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:
[5] https://theconnector.substack.com/p/can-local-news-coops-fill-the-civic?r=5rlu&utm_campaign=post&utm_medium=email&utm_source=twitter
[2] https://theconnector.substack.com/p/a-hack-that-works-right-now
[1] https://twitter.com/aaronhuertas/status/1388930114512097283
[1] https://micahsifry.medium.com/organizing-in-the-digital-age-lessons-from-the-indivisible-movement-1030fb4d4386
[1] https://www.sup.org/books/title/?id=6491
[1] https://www.orbooks.com/
[1] https://theconnector.substack.com/p/as-the-pause-ends-back-to-brunch?r=661n&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://thebrick.house/house-progressives-ask-biden-to-significantly-cut-the-pentagon-budget/
[1] https://theconnector.substack.com/p/as-the-pause-ends-back-to-brunch?r=35dq8&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://theconnector.substack.com/?utm_campaign=pub&utm_medium=web&utm_source=twitter

Top URLs in Tweet in G1:
[1] https://twitter.com/rudoren/status/1386829118998732803
[1] https://www.umass.edu/ellsberg/conference/livestream/
[1] https://twitter.com/davekarpf/status/1389940872788291587
[1] https://www.sup.org/books/title/?id=6491
[1] https://twitter.com/aaronhuertas/status/1388930114512097283
[1] https://micahsifry.medium.com/organizing-in-the-digital-age-lessons-from-the-indivisible-movement-1030fb4d4386
[1] https://www.orbooks.com/
[1] https://theconnector.substack.com/p/as-the-pause-ends-back-to-brunch?r=661n&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://theconnector.substack.com/p/as-the-pause-ends-back-to-brunch?r=35dq8&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://theconnector.substack.com/?utm_campaign=pub&utm_medium=web&utm_source=twitter

Top URLs in Tweet in G5:
[5] https://theconnector.substack.com/p/can-local-news-coops-fill-the-civic?r=5rlu&utm_campaign=post&utm_medium=email&utm_source=twitter

Top URLs in Tweet in G6:
[1] https://www.washingtonpost.com/lifestyle/media/the-politicians-who-tried-to-overturn-an-election--and-the-local-news-team-that-wont-let-anyone-forget-it/2021/05/01/cc8764f6-a91e-11eb-8d25-7b30e74923ea_story.html

Top URLs in Tweet in G8:
[1] https://theconnector.substack.com/p/a-hack-that-works-right-now

Top URLs in Tweet in G9:
[1] https://theconnector.substack.com/p/a-hack-that-works-right-now?r=bpx3&utm_campaign=post&utm_medium=email&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[12] substack.com
[3] twitter.com
[1] medium.com
[1] sup.org
[1] orbooks.com
[1] thebrick.house
[1] umass.edu
[1] washingtonpost.com

Top Domains in Tweet in G1:
[5] substack.com
[3] twitter.com
[1] umass.edu
[1] sup.org
[1] medium.com
[1] orbooks.com

Top Domains in Tweet in G5:
[5] substack.com

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] radicalmay
[1] bscb
[1] powertothepublic
[1] publicinteresttech
[1] ultimate
[1] growthhacking
[1] thanks
[1] inspire



Top Hashtags in Tweet in G1:
[2] radicalmay
[1] ultimate

Top Hashtags in Tweet in G2:
[1] bscb

Top Hashtags in Tweet in G8:
[1] powertothepublic
[1] publicinteresttech

Top Hashtags in Tweet in G9:
[1] growthhacking
[1] thanks
[1] inspire

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9] local,news
[6] news,coops
[6] coops,fill
[6] fill,civic
[6] civic,desert
[6] desert,mlsif
[4] katrinanation,local
[3] personal,democracy
[3] pause,ends
[3] ends,back

Top Word Pairs in Tweet in G1:
[3] local,news
[3] pause,ends
[3] ends,back
[3] back,brunch
[2] beautiful,timely
[2] timely,essay
[2] essay,activists
[2] activists,read
[2] read,right
[2] right,pause

Top Word Pairs in Tweet in G4:
[2] mlsif,nancyscola

Top Word Pairs in Tweet in G5:
[5] local,news
[5] news,coops
[5] coops,fill
[5] fill,civic
[5] civic,desert
[5] desert,mlsif
[4] katrinanation,local

Top Word Pairs in Tweet in G7:
[2] mlsif,great
[2] great,see
[2] see,jamaalbowmanny
[2] jamaalbowmanny,congressman
[2] congressman,making
[2] making,optimistic
[2] optimistic,visionary
[2] visionary,response
[2] response,potus
[2] potus,speech

Top Replied-To
Top Replied-To in Entire Graph:
@mlsif
@hodgesmr
@millicentomanga
@hahriehan
@lara_putnam
@writerjms
@internetrebecca
@compbroscrypto
@lauren_steiner
@jacalx71

Top Replied-To in G1:
@mlsif
@hahriehan
@internetrebecca
@writerjms
@lara_putnam
@lauren_steiner

Top Replied-To in G2:
@bscbond

Top Replied-To in G3:
@compbroscrypto

Top Replied-To in G4:
@hodgesmr

Top Replied-To in G8:
@mlsif

Top Replied-To in G9:
@craignewmark

Top Replied-To in G10:
@millicentomanga

Top Mentioned
Top Mentioned in Entire Graph:
@mlsif
@lara_putnam
@katrinanation
@jamaalbowmanny
@potus
@snfagorajhu
@hmaar
@mkazin
@kathleen_belew
@secolbourn

Top Mentioned in G1:
@mlsif
@lara_putnam
@snfagorajhu
@hmaar
@mkazin
@kathleen_belew
@secolbourn
@sulliview
@jamaalbowmanny
@potus

Top Mentioned in G2:
@mdsolamanali9
@siam0178
@syidien
@sgurumurthy
@arakunrinseun
@abdulla46188578
@annzjs526
@mlsif
@jnsilva_
@protocolyyfi

Top Mentioned in G3:
@gooseswap
@mlsif
@lenarr_
@kseelye
@sacha_lord

Top Mentioned in G4:
@mlsif
@nancyscola
@wearetectonica
@anotheracronym
@forgeorganizing

Top Mentioned in G5:
@mlsif
@katrinanation

Top Mentioned in G6:
@witf
@jayrosen_nyu
@kevinmkruse
@scott_blanchard

Top Mentioned in G7:
@mlsif
@jamaalbowmanny
@potus

Top Mentioned in G8:
@hanaschank
@taradmcguinness

Top Mentioned in G9:
@mlsif
@naddd

Top Tweeters
Top Tweeters in Entire Graph:
@tummler10
@laurenm57
@craignewmark
@eswillwalker
@katrinanation
@jayrosen_nyu
@martyproust
@libraryseedbank
@dtochinskiy
@kevinmkruse

Top Tweeters in G1:
@laurenm57
@internetrebecca
@lauren_steiner
@mlsif
@mkazin
@fuhrmannpaula
@orbooks
@kathleen_belew
@lara_putnam
@joshalerner

Top Tweeters in G2:
@annzjs526
@jnsilva_
@sgurumurthy
@syidien
@abdulla46188578
@arakunrinseun
@mdsolamanali9
@emonisl38276036
@siam0178
@protocolyyfi

Top Tweeters in G3:
@compbroscrypto
@lenarr_
@sacha_lord
@kseelye
@billi05871292
@gooseswap

Top Tweeters in G4:
@nancyscola
@woodhull
@anotheracronym
@forgeorganizing
@hodgesmr
@wearetectonica

Top Tweeters in G5:
@tummler10
@eswillwalker
@katrinanation
@martyproust
@dtochinskiy

Top Tweeters in G6:
@jayrosen_nyu
@kevinmkruse
@sulliview
@witf
@scott_blanchard

Top Tweeters in G7:
@libraryseedbank
@robduffey
@jamaalbowmanny
@potus

Top Tweeters in G8:
@taradmcguinness
@newamericapit
@hanaschank

Top Tweeters in G9:
@craignewmark
@justinezwerling
@naddd

Top Tweeters in G10:
@eric_ea
@millicentomanga