lrainie, Twitter, 6/3/2021 2:49:22 AM, 256184


FAQ | Problem?

lrainie_2021-06-02_19-42-12.xlsx
lrainie_2021-06-02_19-42-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 03, 2021
Short Description:
lrainie via NodeXL https://bit.ly/3uJ6eqf
@lrainie
@danbuk4
@pewresearch
@asiaanalyst47
@alexisceule
@japoushter
@pottsborolib
@datadotorg
@thesiliconhill
@glopezoroz

Top hashtags:
#facebook
#lithunt
#ethicalai
#datadrivesimpact
#climatechange
#twitter
#youtube

Description:
Description
The graph represents a network of 80 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, 03 June 2021 at 02:42 UTC.

The requested start date was Thursday, 03 June 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, 14-hour, 51-minute period from Thursday, 20 May 2021 at 04:33 UTC to Wednesday, 02 June 2021 at 19:25 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 : 80
Unique Edges : 71
Edges With Duplicates : 242
Total Edges : 313
Number of Edge Types : 5
Mentions : 102
MentionsInRetweet : 109
Retweet : 65
Replies to : 12
Tweet : 25
Self-Loops : 26
Reciprocated Vertex Pair Ratio : 0.0661157024793388
Reciprocated Edge Ratio : 0.124031007751938
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 61
Maximum Edges in a Connected Component : 279
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.333166
Graph Density : 0.0204113924050633
Modularity : 0.295458
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 80 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, 03 June 2021 at 02:42 UTC.

The requested start date was Thursday, 03 June 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, 14-hour, 51-minute period from Thursday, 20 May 2021 at 04:33 UTC to Wednesday, 02 June 2021 at 19:25 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:
[10] https://www.pewresearch.org/fact-tank/2021/06/01/facts-about-americans-and-facebook/
[7] https://zoom.us/webinar/register/WN_92XPVhhYR0aHYtZJFv_x4g
[7] https://www.hollywoodreporter.com/movies/movie-news/kevin-feige-j-j-abrams-arnold-schwarzenegger-call-for-return-to-movie-theaters-plan-1234955732/
[4] https://twitter.com/lrainie/status/1395022462077874177
[3] https://www.pewresearch.org/fact-tank/2021/05/25/gender-pay-gap-facts/
[2] https://www.pewresearch.org/science/2021/05/26/climate-energy-and-environmental-policy/
[2] https://twitter.com/carrieblazina/status/1395442490438729732
[2] https://www.pewresearch.org/internet/2021/05/19/americans-and-cancel-culture-where-some-see-calls-for-accountability-others-see-censorship-punishment/
[2] https://twitter.com/lrainie/status/1399813606133403654
[1] https://twitter.com/lrainie/status/1397562761245339654?s=20

Top URLs in Tweet in G1:
[10] https://www.pewresearch.org/fact-tank/2021/06/01/facts-about-americans-and-facebook/
[3] https://www.pewresearch.org/fact-tank/2021/05/25/gender-pay-gap-facts/
[2] https://www.pewresearch.org/internet/2021/05/19/americans-and-cancel-culture-where-some-see-calls-for-accountability-others-see-censorship-punishment/
[2] https://twitter.com/carrieblazina/status/1395442490438729732
[2] https://www.pewresearch.org/science/2021/05/26/climate-energy-and-environmental-policy/
[1] https://twitter.com/lrainie/status/1397562761245339654?s=20
[1] https://pewrsr.ch/34hdwH8
[1] https://pewrsr.ch/3wFNGJb
[1] https://pewrsr.ch/3wF0Aah
[1] https://pewrsr.ch/2TmOLak

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:
[7] https://zoom.us/webinar/register/WN_92XPVhhYR0aHYtZJFv_x4g

Top URLs in Tweet in G5:
[2] https://twitter.com/lrainie/status/1399813606133403654
[1] https://twitter.com/lrainie/status/1399816218027204609
[1] https://twitter.com/lrainie/status/1399815324413931523
[1] https://twitter.com/lrainie/status/1399814627572301829
[1] https://twitter.com/lrainie/status/1399814307362263040
[1] https://twitter.com/lrainie/status/1399812947082350596
[1] https://twitter.com/lrainie/status/1399812454234865667

Top URLs in Tweet in G6:
[3] https://twitter.com/lrainie/status/1395022462077874177

Top URLs in Tweet in G7:
[1] https://twitter.com/lrainie/status/1397562761245339654

Top URLs in Tweet in G8:
[1] https://www.pewresearch.org/fact-tank/2021/05/24/foreign-policy-scholars-and-american-public-agree-that-u-s-standing-abroad-is-important/

Top Domains
Top Domains in Tweet in Entire Graph:
[21] pewresearch.org
[19] twitter.com
[10] pewrsr.ch
[7] zoom.us
[7] hollywoodreporter.com
[2] journalism.org
[1] buff.ly
[1] medium.com
[1] sagepub.com

Top Domains in Tweet in G1:
[20] pewresearch.org
[10] pewrsr.ch
[6] twitter.com
[2] journalism.org
[1] buff.ly
[1] medium.com
[1] sagepub.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:
[7] zoom.us

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

Top Domains in Tweet in G6:
[3] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[1] pewresearch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] facebook
[3] lithunt
[2] ethicalai
[2] datadrivesimpact
[2] climatechange
[2] twitter
[1] youtube
[1] teenagers
[1] thebigscreenisback
[1] reimagine



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

Top Hashtags in Tweet in G2:
[1] thebigscreenisback

Top Hashtags in Tweet in G4:
[2] ethicalai
[2] datadrivesimpact

Top Hashtags in Tweet in G5:
[7] facebook
[2] twitter
[1] teenagers
[1] youtube

Top Words
Top Words in Tweet in Entire Graph:
[86] twitter
[82] isn
[68] life
[52] pewresearch
[37] lrainie
[28] americans
[25] 10
[24] facebook
[20] report
[18] more

Top Words in Tweet in G1:
[43] pewresearch
[26] americans
[21] facebook
[20] 10
[19] lrainie
[15] more
[14] facts
[14] studies
[13] climate
[12] media

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:
[12] ai
[11] join
[11] lrainie
[10] mikhailovdanil
[9] ethical
[8] report
[7] design
[7] register
[7] drturnerlee
[7] ethanz

Top Words in Tweet in G5:
[7] #facebook
[3] lrainie
[3] pewresearch
[3] news
[2] threefourteen
[2] foxnews
[2] great
[2] good
[2] job
[2] #twitter

Top Words in Tweet in G6:
[2] twitter
[2] skews

Top Words in Tweet in G7:
[2] those
[2] less

Top Words in Tweet in G8:
[2] more
[2] respected

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[81] twitter,isn
[66] isn,life
[65] life,twitter
[17] 10,facts
[17] facebook,pewresearch
[17] pewresearch,studies
[15] asiaanalyst47,twitter
[12] facts,americans
[12] americans,facebook
[11] ethical,ai

Top Word Pairs in Tweet in G1:
[14] 10,facts
[14] facebook,pewresearch
[14] pewresearch,studies
[11] climate,change
[11] social,media
[10] facts,americans
[10] americans,facebook
[6] americans,think
[5] studies,10
[5] 10,fact

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] ethical,ai
[9] lrainie,mikhailovdanil
[7] ai,design
[6] design,next
[6] next,decade
[6] ethanz,uyistewart
[6] uyistewart,conversation
[6] conversation,lrainie
[5] join,drturnerlee
[4] report,register

Top Word Pairs in Tweet in G5:
[2] good,job
[2] job,#twitter
[2] #twitter,#facebook

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewresearch
@lrainie
@asiaanalyst47
@mikhailovdanil
@drturnerlee
@ethanz
@uyistewart
@pewscience
@quickresolute
@datadotorg

Top Mentioned in G1:
@pewresearch
@lrainie
@pewscience
@johngramlich
@facttank
@mikhailovdanil
@barrywellman
@surveyfunk
@datadotorg
@drturnerlee

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

Top Mentioned in G3:
@asiaanalyst47

Top Mentioned in G4:
@lrainie
@mikhailovdanil
@pewresearch
@drturnerlee
@ethanz
@uyistewart
@quickresolute
@datadotorg
@jannaq

Top Mentioned in G5:
@pewresearch
@foxnews
@threefourteen
@lrainie
@alexisceule

Top Mentioned in G7:
@lrainie
@rurallibassoc

Top Mentioned in G8:
@trip_irsurvey

Top Tweeters
Top Tweeters in Entire Graph:
@bannerite
@donnathorson
@foxnews
@bigcatnergy
@failureofhuman1
@actualbeefheart
@matthewkeyslive
@cavidaga
@allesundnix_
@cia10552

Top Tweeters in G1:
@donnathorson
@bigcatnergy
@failureofhuman1
@jimmytvu1
@pewresearch
@barrywellman
@ilovelampstill1
@facttank
@tomdiemer
@brucemctague

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:
@thesiliconhill
@ethanz
@drturnerlee
@jannaq
@mikhailovdanil
@quickresolute
@datadotorg
@uyistewart

Top Tweeters in G5:
@foxnews
@allesundnix_
@threefourteen
@alexisceule

Top Tweeters in G6:
@mravantcentre
@akatheskay
@cequirk

Top Tweeters in G7:
@rurallibassoc
@pottsborolib

Top Tweeters in G8:
@trip_irsurvey
@japoushter