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lrainie_2021-05-26_19-42-12.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 27, 2021
Short Description:
lrainie via NodeXL https://bit.ly/3wPo4cX
@lrainie
@danbuk4
@mikebespeckled
@lxeagle17
@pewresearch
@pkpprakash10
@drs1969
@asiaanalyst47
@japoushter
@onemisterjones

Top hashtags:
#lithunt
#apahm
#thebigscreenisback
#reimagine
#burncoin

Description:
Description
The graph represents a network of 125 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, 27 May 2021 at 02:42 UTC.

The requested start date was Thursday, 27 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 13-day, 5-hour, 35-minute period from Thursday, 13 May 2021 at 09:14 UTC to Wednesday, 26 May 2021 at 14:50 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 : 125
Unique Edges : 103
Edges With Duplicates : 233
Total Edges : 336
Number of Edge Types : 5
Retweet : 92
MentionsInRetweet : 137
Mentions : 65
Tweet : 25
Replies to : 17
Self-Loops : 26
Reciprocated Vertex Pair Ratio : 0.0414201183431953
Reciprocated Edge Ratio : 0.0795454545454545
Connected Components : 12
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 95
Maximum Edges in a Connected Component : 287
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.631703
Graph Density : 0.0113548387096774
Modularity : 0.376862
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 125 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, 27 May 2021 at 02:42 UTC.

The requested start date was Thursday, 27 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 13-day, 5-hour, 35-minute period from Thursday, 13 May 2021 at 09:14 UTC to Wednesday, 26 May 2021 at 14:50 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:
[11] https://twitter.com/lrainie/status/1395022462077874177
[9] https://www.pewresearch.org/internet/2021/05/19/americans-and-cancel-culture-where-some-see-calls-for-accountability-others-see-censorship-punishment/
[7] https://www.hollywoodreporter.com/movies/movie-news/kevin-feige-j-j-abrams-arnold-schwarzenegger-call-for-return-to-movie-theaters-plan-1234955732/
[3] https://www.pewresearch.org/fact-tank/2021/05/25/gender-pay-gap-facts/
[2] https://twitter.com/carrieblazina/status/1395442490438729732
[1] http://journals.sagepub.com/doi/10.1177/2050157912459505
[1] https://twitter.com/lrainie/status/1397562761245339654
[1] https://pewrsr.ch/3v0pJeQ
[1] https://medium.com/pew-research-center-decoded/how-we-check-numbers-and-facts-at-pew-research-center-129bab2fc1ba
[1] https://www.pewresearch.org/fact-tank/2021/05/17/more-americans-now-see-the-medias-influence-growing-compared-with-a-year-ago/

Top URLs in Tweet in G1:
[9] https://www.pewresearch.org/internet/2021/05/19/americans-and-cancel-culture-where-some-see-calls-for-accountability-others-see-censorship-punishment/
[3] https://www.pewresearch.org/fact-tank/2021/05/25/gender-pay-gap-facts/
[2] https://twitter.com/carrieblazina/status/1395442490438729732
[1] http://journals.sagepub.com/doi/10.1177/2050157912459505
[1] https://twitter.com/umasspolicy/status/1394635682375688193
[1] https://www.pewresearch.org/internet/2021/05/19/americans-and-cancel-culture-where-some-see-calls-for-accountability-others-see-censorship-punishment/#open-ended-responses
[1] https://www.pewresearch.org/fact-tank/2021/03/17/cable-and-satellite-tv-use-has-dropped-dramatically-in-the-u-s-since-2015/
[1] https://www.nytimes.com/2021/05/16/business/media/att-discovery-deal-time-warner.html?referringSource=articleShare
[1] https://www.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/
[1] https://pewrsr.ch/3v0pJeQ

Top URLs in Tweet in G2:
[7] https://www.hollywoodreporter.com/movies/movie-news/kevin-feige-j-j-abrams-arnold-schwarzenegger-call-for-return-to-movie-theaters-plan-1234955732/

Top URLs in Tweet in G3:
[1] https://twitter.com/lrainie/status/1395022462077874177

Top URLs in Tweet in G4:
[1] https://twitter.com/lrainie/status/1395022462077874177

Top URLs in Tweet in G5:
[6] https://twitter.com/lrainie/status/1395022462077874177
[1] https://twitter.com/lrainie/status/1395028585971343365

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[1] https://www.pewresearch.org/fact-tank/2021/04/07/partisan-differences-in-social-media-use-show-up-for-some-platforms-but-not-facebook/

Top URLs in Tweet in G8:
[1] https://twitter.com/lrainie/status/1395022462077874177

Top URLs in Tweet in G10:
[1] https://twitter.com/lrainie/status/1397562761245339654

Top Domains
Top Domains in Tweet in Entire Graph:
[22] pewresearch.org
[16] twitter.com
[8] pewrsr.ch
[7] hollywoodreporter.com
[1] sagepub.com
[1] medium.com
[1] nytimes.com

Top Domains in Tweet in G1:
[19] pewresearch.org
[8] pewrsr.ch
[3] twitter.com
[1] sagepub.com
[1] nytimes.com
[1] medium.com

Top Domains in Tweet in G2:
[7] hollywoodreporter.com

Top Domains in Tweet in G3:
[1] twitter.com

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

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

Top Domains in Tweet in G6:
[2] pewresearch.org

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

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] lithunt
[1] apahm
[1] thebigscreenisback
[1] reimagine
[1] burncoin



Top Hashtags in Tweet in G1:
[3] lithunt
[1] reimagine
[1] apahm

Top Hashtags in Tweet in G2:
[1] thebigscreenisback

Top Hashtags in Tweet in G7:
[1] burncoin

Top Words
Top Words in Tweet in Entire Graph:
[98] twitter
[82] isn
[69] life
[67] pewresearch
[59] lrainie
[49] americans
[33] media
[32] 2020
[31] social
[29] shows

Top Words in Tweet in G1:
[64] pewresearch
[49] lrainie
[47] americans
[31] media
[30] 2020
[28] social
[26] shows
[23] 56
[22] surprise
[22] study

Top Words in Tweet in G2:
[7] kevin
[7] feige
[7] abrams
[7] arnold
[7] schwarzenegger
[7] call
[7] return
[7] movie
[7] theaters
[7] back

Top Words in Tweet in G3:
[81] twitter
[81] isn
[66] life
[15] asiaanalyst47

Top Words in Tweet in G4:
[9] whole
[9] lot
[9] people
[9] very
[9] online
[9] twitter
[9] tends
[9] vastly
[9] overestimate
[9] matters

Top Words in Tweet in G5:
[3] people
[3] twitter
[3] see
[2] culture
[2] term
[2] more
[2] going
[2] back
[2] online
[2] data

Top Words in Tweet in G6:
[5] pewinternet
[4] lrainie
[4] podsaveamerica
[3] use
[2] shows
[2] main
[2] social
[2] media
[2] report
[2] frequency

Top Words in Tweet in G8:
[6] activist
[3] both
[3] left
[3] right
[3] online
[2] coldlawgic

Top Words in Tweet in G10:
[2] those
[2] less

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[81] twitter,isn
[66] isn,life
[65] life,twitter
[30] social,media
[24] surprise,pewresearch
[24] pewresearch,study
[24] study,shows
[24] shows,september
[24] september,2020
[24] 2020,56

Top Word Pairs in Tweet in G1:
[28] social,media
[22] surprise,pewresearch
[22] pewresearch,study
[22] study,shows
[22] shows,september
[22] september,2020
[22] 2020,56
[22] 56,americans
[22] americans,heard
[22] heard,none

Top Word Pairs in Tweet in G2:
[7] kevin,feige
[7] feige,abrams
[7] abrams,arnold
[7] arnold,schwarzenegger
[7] schwarzenegger,call
[7] call,return
[7] return,movie
[7] movie,theaters
[7] theaters,back
[6] danbuk4,kevin

Top Word Pairs in Tweet in G3:
[81] twitter,isn
[66] isn,life
[65] life,twitter
[15] asiaanalyst47,twitter

Top Word Pairs in Tweet in G4:
[9] whole,lot
[9] lot,people
[9] people,very
[9] very,online
[9] online,twitter
[9] twitter,tends
[9] tends,vastly
[9] vastly,overestimate
[9] overestimate,matters
[9] matters,makes

Top Word Pairs in Tweet in G6:
[3] lrainie,podsaveamerica
[3] podsaveamerica,pewinternet
[2] social,media
[2] monicaranders,lrainie
[2] pewinternet,thanks

Top Word Pairs in Tweet in G8:
[3] both,activist
[3] activist,left
[3] left,activist
[3] activist,right
[3] right,online
[2] coldlawgic,both

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewresearch
@lrainie
@asiaanalyst47
@lxeagle17
@pewinternet
@danbuk4
@podsaveamerica
@barrywellman
@facttank
@carrolldoherty

Top Mentioned in G1:
@pewresearch
@lrainie
@barrywellman
@pewinternet
@carrolldoherty
@facttank
@larawolfers
@rlwidjaya
@aaron_w_smith
@johngramlich

Top Mentioned in G2:
@danbuk4
@dcnorg
@sarafischer
@jason_kint
@matthewkeyslive
@jtoonkel
@randeloo
@michellemanafy
@lrainie
@sgreenberger

Top Mentioned in G3:
@asiaanalyst47

Top Mentioned in G4:
@lxeagle17
@lrainie
@pewresearch

Top Mentioned in G6:
@lrainie
@podsaveamerica
@pewinternet
@pewresearch

Top Mentioned in G7:
@prakash95059103
@lrainie
@ginoruijs

Top Mentioned in G8:
@coldlawgic

Top Mentioned in G9:
@lrainie
@jamiejbartlett

Top Mentioned in G10:
@lrainie
@rurallibassoc

Top Tweeters
Top Tweeters in Entire Graph:
@bannerite
@bigcatnergy
@crm0523
@actualbeefheart
@epidatageek
@matthewkeyslive
@mileswilburn1
@cavidaga
@sandi89701936
@_katiesaurus_

Top Tweeters in G1:
@bigcatnergy
@epidatageek
@_katiesaurus_
@thesiliconhill
@post_liberal
@laurachapin
@jimmytvu1
@pewresearch
@barrywellman
@sick_of_winning

Top Tweeters in G2:
@bannerite
@matthewkeyslive
@cia10552
@danbuk4
@jason_kint
@dcnorg
@michellemanafy
@jason
@paulg
@arnoldhenry

Top Tweeters in G3:
@actualbeefheart
@cavidaga
@belgium4t
@nicholasram91
@dextresen
@johnnyelred
@ky71matt
@oliverjia1014
@akarinoyami
@son_of_kuze

Top Tweeters in G4:
@crm0523
@mileswilburn1
@jeffdc5
@mikebespeckled
@jvonne78
@handle4adam
@bigcheecho_
@lxeagle17
@brazil551

Top Tweeters in G5:
@ericmgarcia
@mravantcentre
@cmlelibs
@akatheskay
@sawyerhackett
@cequirk
@cjaquilino

Top Tweeters in G6:
@pewinternet
@pauldiperna
@podsaveamerica
@monicaranders

Top Tweeters in G7:
@pkpprakash10
@ginoruijs
@burncoinproject
@prakash95059103

Top Tweeters in G8:
@sowhymalemodels
@yarmondshore
@coldlawgic

Top Tweeters in G9:
@pressfuturist
@jamiejbartlett
@drs1969

Top Tweeters in G10:
@rurallibassoc
@pottsborolib