lrainie, Twitter, 5/6/2021 2:45:31 AM, 254225


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lrainie_2021-05-05_19-42-12.xlsx
lrainie_2021-05-05_19-42-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 06, 2021
Short Description:
lrainie via NodeXL https://bit.ly/2PS1NuX
@lrainie
@danbuk4
@japoushter
@c_deane
@disruptberlin
@pewresearch
@dannagal
@emily_vogels
@drcvaccaro
@pewhispanic

Top hashtags:
#socialmedia
#jointsession
#jointaddress
#asianamericanexperience
#privacy

Description:
Description
The graph represents a network of 70 Twitter users whose tweets in the requested range contained "lrainie", 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 02:42 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 8-day, 21-hour, 45-minute period from Monday, 26 April 2021 at 16:50 UTC to Wednesday, 05 May 2021 at 14:36 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 : 70
Unique Edges : 48
Edges With Duplicates : 135
Total Edges : 183
Number of Edge Types : 5
Mentions : 36
Retweet : 56
MentionsInRetweet : 68
Replies to : 5
Tweet : 18
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.10126582278481
Reciprocated Edge Ratio : 0.183908045977011
Connected Components : 7
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 63
Maximum Edges in a Connected Component : 177
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.285571
Graph Density : 0.0180124223602484
Modularity : 0.302629
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 70 Twitter users whose tweets in the requested range contained "lrainie", 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 02:42 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 8-day, 21-hour, 45-minute period from Monday, 26 April 2021 at 16:50 UTC to Wednesday, 05 May 2021 at 14:36 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 : lrainie
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://twitter.com/lrainie/status/1389650554016702467
[3] https://www.youtube.com/watch?v=DIFHkxiWHqM&feature=youtu.be

[2] https://www.pewresearch.org/fact-tank/2021/05/05/americans-divided-on-whether-trump-should-be-permanently-banned-from-social-media/
[2] https://www.pewresearch.org/fact-tank/2021/05/04/70-of-u-s-social-media-users-never-or-rarely-post-or-share-about-political-social-issues/
[2] https://www.pewresearch.org/politics/2021/04/15/biden-nears-100-day-mark-with-strong-approval-positive-rating-for-vaccine-rollout/
[2] https://www.pewresearch.org/fact-tank/2021/03/23/10-facts-about-americans-and-coronavirus-vaccines/?utm_content=buffer672d8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.pewresearch.org/fact-tank/2020/02/07/6-facts-about-economic-inequality-in-the-u-s/?utm_content=buffer21553&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/lrainie/status/1389653900614111238
[1] https://www.pewresearch.org/internet/2021/
[1] https://www.pewresearch.org/politics/2019/10/23/national-politics-on-twitter-small-share-of-u-s-adults-produce-majority-of-tweets/

Top URLs in Tweet in G1:
[2] https://www.pewresearch.org/fact-tank/2021/05/05/americans-divided-on-whether-trump-should-be-permanently-banned-from-social-media/
[2] https://www.pewresearch.org/fact-tank/2021/05/04/70-of-u-s-social-media-users-never-or-rarely-post-or-share-about-political-social-issues/
[2] https://www.pewresearch.org/politics/2021/04/15/biden-nears-100-day-mark-with-strong-approval-positive-rating-for-vaccine-rollout/
[1] https://www.pewresearch.org/internet/2018/05/31/teens-social-media-technology-2018/
[1] https://www.pewresearch.org/fact-tank/2020/02/07/6-facts-about-economic-inequality-in-the-u-s/?utm_content=buffer21553&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pewresearch.org/fact-tank/2021/03/23/10-facts-about-americans-and-coronavirus-vaccines/?utm_content=buffer672d8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pewresearch.org/internet/2019/11/15/americans-and-privacy-concerned-confused-and-feeling-lack-of-control-over-their-personal-information/
[1] https://twitter.com/JoannaStern/status/1386732084308418561
[1] https://www.pewresearch.org/politics/2019/10/23/national-politics-on-twitter-small-share-of-u-s-adults-produce-majority-of-tweets/
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/

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


Top URLs in Tweet in G3:
[1] https://www.pewresearch.org/internet/2021/
[1] https://pewrsr.ch/3tNGI3q
[1] https://www.pewresearch.org/topics/asian-americans/
[1] https://www.pewresearch.org/fact-tank/2020/02/07/6-facts-about-economic-inequality-in-the-u-s/?utm_content=buffer21553&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://pewrsr.ch/3eHUjTG
[1] https://pewrsr.ch/3vsDQJO
[1] https://pewrsr.ch/3gIrmcZ
[1] https://www.pewresearch.org/fact-tank/2021/03/23/10-facts-about-americans-and-coronavirus-vaccines/?utm_content=buffer672d8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pewresearch.org/fact-tank/2021/04/21/one-third-of-asian-americans-fear-threats-physical-attacks-and-most-say-violence-against-them-is-rising/
[1] https://buff.ly/2PMKcVc

Top URLs in Tweet in G4:
[2] https://twitter.com/lrainie/status/1389650554016702467
[1] https://twitter.com/lrainie/status/1386741169363865602
[1] https://twitter.com/lrainie/status/1389653900614111238
[1] https://twitter.com/lrainie/status/1389911052746383362

Top URLs in Tweet in G5:
[1] https://twitter.com/lrainie/status/1389653900614111238

Top URLs in Tweet in G6:
[1] https://journals.sagepub.com/doi/abs/10.1177/1464884921990251?cookieSet=1
[1] https://twitter.com/lrainie/status/1389650554016702467

Top URLs in Tweet in G7:
[1] https://www.journalism.org/2021/04/28/at-100-day-mark-coverage-of-biden-has-been-slightly-more-negative-than-positive-varied-greatly-by-outlet-type/

Top Domains
Top Domains in Tweet in Entire Graph:
[20] pewresearch.org
[8] twitter.com
[6] pewrsr.ch
[3] youtube.com
[2] buff.ly
[1] sagepub.com
[1] journalism.org

Top Domains in Tweet in G1:
[15] pewresearch.org
[2] pewrsr.ch
[1] twitter.com

Top Domains in Tweet in G2:
[3] youtube.com

Top Domains in Tweet in G3:
[5] pewresearch.org
[4] pewrsr.ch
[2] buff.ly

Top Domains in Tweet in G4:
[5] twitter.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[1] sagepub.com
[1] twitter.com

Top Domains in Tweet in G7:
[1] journalism.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16] socialmedia
[2] jointsession
[2] jointaddress
[1] asianamericanexperience
[1] privacy



Top Hashtags in Tweet in G1:
[14] socialmedia
[1] jointsession
[1] jointaddress
[1] privacy
[1] asianamericanexperience

Top Hashtags in Tweet in G2:
[1] socialmedia

Top Hashtags in Tweet in G3:
[1] jointsession
[1] jointaddress
[1] socialmedia

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[36] social,media
[32] media,users
[19] political,social
[19] social,issues
[18] 70,social
[18] users,never
[18] never,rarely
[18] rarely,share
[18] share,political
[18] issues,top

Top Word Pairs in Tweet in G1:
[29] social,media
[28] media,users
[17] political,social
[17] social,issues
[16] 70,social
[16] users,never
[16] never,rarely
[16] rarely,share
[16] share,political
[16] issues,top

Top Word Pairs in Tweet in G2:
[3] data,giants
[3] giants,data
[3] data,colonies
[3] colonies,journey
[3] journey,alleged
[3] alleged,transformation
[3] transformation,lsolum
[3] lsolum,lrainie
[3] lrainie,richardwike
[2] danbuk4,data

Top Word Pairs in Tweet in G3:
[5] lrainie,day
[5] day,facebook
[5] facebook,oversight
[5] oversight,board
[5] board,rules
[5] rules,fate
[5] fate,former
[5] former,pres
[5] pres,trump
[5] trump,account

Top Word Pairs in Tweet in G4:
[2] big,tech

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@carrolldoherty
@lsolum
@richardwike
@facttank
@monicaranders
@mysocnet
@danbuk4
@disr

Top Mentioned in G1:
@lrainie
@pewresearch
@carrolldoherty
@facttank
@monicaranders
@c_deane
@japoushter
@mhugolopez
@pewinternet

Top Mentioned in G2:
@lrainie
@lsolum
@richardwike
@danbuk4
@disr
@disruptberlin
@liekeploeger
@okfn
@t_bazz
@mathbabedotorg

Top Mentioned in G3:
@pewresearch
@lrainie
@pewglobal

Top Mentioned in G5:
@lrainie
@pewresearch
@mysocnet

Top Mentioned in G6:
@pree_sri

Top Mentioned in G7:
@pewjournalism

Top Tweeters
Top Tweeters in Entire Graph:
@new_narrative
@sherrodharris
@digiphile
@danbuk4
@fightfakenews4
@alfiedies
@ppinternational
@pewresearch
@citizenstewart
@deb_lavoy

Top Tweeters in G1:
@new_narrative
@digiphile
@fightfakenews4
@citizenstewart
@aedwardslevy
@yelvington
@huffmonpolitics
@facttank
@hwpresscorps
@pewinternet

Top Tweeters in G2:
@danbuk4
@ppinternational
@lsolum
@merbroussard
@janellecshane
@okfn
@mathbabedotorg
@ranaforoohar
@disruptberlin
@gilliantett

Top Tweeters in G3:
@pewresearch
@americantejano
@amlikethewind
@rabiagregory
@pewglobal
@mhugolopez
@monicaranders
@c_deane
@colleenamcclain

Top Tweeters in G4:
@sherrodharris
@alfiedies
@deb_lavoy
@thecameracowboy
@realkfwhitmore

Top Tweeters in G5:
@dannagal
@mysocnet
@edosteinberg

Top Tweeters in G6:
@anneohirsch
@pree_sri

Top Tweeters in G7:
@pewjournalism
@japoushter