lrainie, Twitter, 9/1/2022 2:18:22 AM, 281046


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lrainie_2022-08-31_19-14-56.xlsx
lrainie_2022-08-31_19-14-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 01, 2022
Short Description:
lrainie via NodeXL https://bit.ly/3Rb6CKj
@lrainie
@kh28194897
@pewresearch
@briansolis
@erdincsacan
@sacidepatinete
@adriennesmccord
@crypto_calliope
@pewinternet
@carolaf88

Top hashtags:
#cpd
#metaverse
#datacenters
#metavers
#metaverso
#socialmedia

Description:
Description
The graph represents a network of 79 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, 01 September 2022 at 02:15 UTC.

The requested start date was Thursday, 01 September 2022 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 12-day, 16-hour, 47-minute period from Friday, 19 August 2022 at 04:55 UTC to Wednesday, 31 August 2022 at 21:42 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 : 79
Unique Edges : 65
Edges With Duplicates : 118
Total Edges : 183
Number of Edge Types : 5
Replies to : 13
Mentions : 68
Tweet : 17
Retweet : 35
MentionsInRetweet : 50
Self-Loops : 17
Reciprocated Vertex Pair Ratio : 0.0315789473684211
Reciprocated Edge Ratio : 0.0612244897959184
Connected Components : 15
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 55
Maximum Edges in a Connected Component : 149
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.32256
Graph Density : 0.0159039272963324
Modularity : 0.341127
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 79 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, 01 September 2022 at 02:15 UTC.

The requested start date was Thursday, 01 September 2022 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 12-day, 16-hour, 47-minute period from Friday, 19 August 2022 at 04:55 UTC to Wednesday, 31 August 2022 at 21:42 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:
[8] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/
[8] https://www.pewresearch.org/fact-tank/2022/08/23/46-of-americans-who-have-invested-in-cryptocurrency-say-its-done-worse-than-expected/
[8] https://twitter.com/lrainie/status/1557367912008220672
[5] https://www.pewresearch.org/fact-tank/2022/08/30/more-so-than-adults-u-s-teens-value-people-feeling-safe-online-over-being-able-to-speak-freely/
[3] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[2] https://twitter.com/lrainie/status/1564698236069216259
[2] https://twitter.com/lrainie/status/1557374451024535552
[1] https://journalqd.org/article/view/3617
[1] https://twitter.com/ImagineInternet/status/1560592664378183680
[1] https://pewrsr.ch/3pF2OEY

Top URLs in Tweet in G1:
[8] https://www.pewresearch.org/fact-tank/2022/08/23/46-of-americans-who-have-invested-in-cryptocurrency-say-its-done-worse-than-expected/
[5] https://www.pewresearch.org/fact-tank/2022/08/30/more-so-than-adults-u-s-teens-value-people-feeling-safe-online-over-being-able-to-speak-freely/
[2] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://twitter.com/ImagineInternet/status/1561510965878874114
[1] https://www.pewresearch.org/politics/2022/08/23/abortion-rises-in-importance-as-a-voting-issue-driven-by-democrats/?utm_content=buffer20e7e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pewresearch.org/politics/2022/08/23/abortion-rises-in-importance-as-a-voting-issue-driven-by-democrats/?utm_content=buffer6ff0c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/pewresearch/status/1554470880687923200
[1] https://twitter.com/ImagineInternet/status/1560592664378183680
[1] https://journalqd.org/article/view/3617
[1] https://www.pewresearch.org/religion/2022/08/23/indias-sex-ratio-at-birth-begins-to-normalize/

Top URLs in Tweet in G2:
[8] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/
[1] https://twitter.com/lrainie/status/1564698236069216259
[1] https://pewrsr.ch/3pF2OEY
[1] http://www.healthcarecollapse.com

Top URLs in Tweet in G3:
[7] https://twitter.com/lrainie/status/1557367912008220672
[1] https://twitter.com/lrainie/status/1562127515287781376
[1] https://twitter.com/lrainie/status/1562159369290121217
[1] https://twitter.com/lrainie/status/1562481204137316352
[1] https://twitter.com/lrainie/status/1564698236069216259

Top URLs in Tweet in G4:
[1] https://twitter.com/lrainie/status/1557367912008220672

Top URLs in Tweet in G5:
[1] https://twitter.com/lrainie/status/1557370679367983104

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/

Top URLs in Tweet in G8:
[1] https://www.libraryjournal.com/?detailStory=the-livelong-day-office-hours

Top URLs in Tweet in G10:
[1] https://twitter.com/lrainie/status/1557374451024535552

Top Domains
Top Domains in Tweet in Entire Graph:
[27] pewresearch.org
[19] twitter.com
[1] journalqd.org
[1] pewrsr.ch
[1] healthcarecollapse.com
[1] libraryjournal.com

Top Domains in Tweet in G1:
[18] pewresearch.org
[3] twitter.com
[1] journalqd.org

Top Domains in Tweet in G2:
[8] pewresearch.org
[1] twitter.com
[1] pewrsr.ch
[1] healthcarecollapse.com

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

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

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] cpd
[4] metaverse
[4] datacenters
[4] metavers
[2] metaverso
[2] socialmedia
[1] intergenerational
[1] elders
[1] youth
[1] disruption



Top Hashtags in Tweet in G1:
[2] socialmedia

Top Hashtags in Tweet in G2:
[6] cpd
[4] metaverse
[4] datacenters
[4] metavers
[2] metaverso

Top Hashtags in Tweet in G3:
[1] disruption

Top Hashtags in Tweet in G9:
[1] intergenerational
[1] elders
[1] youth

Top Words
Top Words in Tweet in Entire Graph:
[42] lrainie
[34] pewresearch
[28] teens
[18] os
[13] online
[12] findings
[11] pesquisa
[10] pewinternet
[10] jannaq
[10] survey

Top Words in Tweet in G1:
[16] lrainie
[15] teens
[14] pewresearch
[10] different
[10] online
[9] one
[8] invested
[8] survey
[7] adults
[7] traded

Top Words in Tweet in G2:
[17] pewresearch
[17] lrainie
[10] jannaq
[6] experts
[6] opinions
[6] #cpd
[6] bombo
[4] #metaverse
[4] need
[4] lot

Top Words in Tweet in G3:
[4] youtube
[2] pesquisa
[2] meta
[2] facebook
[2] ainda
[2] mas
[2] interessante
[2] logo

Top Words in Tweet in G4:
[18] os
[9] resultados
[9] dessa
[9] pesquisa
[9] tem
[9] potencial
[9] causar
[9] uma
[9] hecatombe
[9] veículos

Top Words in Tweet in G5:
[5] teens
[4] lrainie
[4] pewinternet
[2] two
[2] democrats
[2] republicans
[2] attached
[2] social
[2] media
[2] crucial

Top Words in Tweet in G7:
[2] 46
[2] teens
[2] online
[2] constantly
[2] portions
[2] use
[2] major
[2] tech
[2] platforms
[2] frequently

Top Words in Tweet in G8:
[2] morville
[2] invokes
[2] lrainie
[2] librarians
[2] mandate
[2] intervene
[2] communities
[2] brilliant
[2] statement

Top Words in Tweet in G10:
[2] another
[2] confirmation
[2] teens
[2] social
[2] media
[2] experiences
[2] vary
[2] key
[2] ways
[2] leaning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10] jannaq,lrainie
[9] os,resultados
[9] resultados,dessa
[9] dessa,pesquisa
[9] pesquisa,tem
[9] tem,potencial
[9] potencial,causar
[9] causar,uma
[9] uma,hecatombe
[9] hecatombe,os

Top Word Pairs in Tweet in G1:
[7] invested,traded
[7] traded,used
[6] tech,adoption
[5] one,important
[5] important,popular
[5] popular,surveys
[5] surveys,updated
[5] updated,today
[5] today,teens
[5] teens,tech

Top Word Pairs in Tweet in G2:
[10] jannaq,lrainie
[4] #metaverse,need
[4] need,lot
[4] lot,#datacenters
[4] #datacenters,synonym
[4] synonym,hype
[4] hype,hope
[4] hope,hell
[4] hell,jannaq
[4] lrainie,asked

Top Word Pairs in Tweet in G4:
[9] os,resultados
[9] resultados,dessa
[9] dessa,pesquisa
[9] pesquisa,tem
[9] tem,potencial
[9] potencial,causar
[9] causar,uma
[9] uma,hecatombe
[9] hecatombe,os
[9] os,veículos

Top Word Pairs in Tweet in G5:
[2] lrainie,pewinternet
[2] attached,teens
[2] teens,social
[2] social,media
[2] media,crucial
[2] crucial,findings
[2] findings,pewinternet
[2] pewinternet,team
[2] team,highlight
[2] highlight,teens

Top Word Pairs in Tweet in G7:
[2] 46,teens
[2] teens,online
[2] online,constantly
[2] constantly,portions
[2] portions,use
[2] use,major
[2] major,tech
[2] tech,platforms
[2] platforms,frequently

Top Word Pairs in Tweet in G8:
[2] morville,invokes
[2] invokes,lrainie
[2] lrainie,librarians
[2] librarians,mandate
[2] mandate,intervene
[2] intervene,communities
[2] communities,brilliant
[2] brilliant,statement

Top Word Pairs in Tweet in G10:
[2] another,confirmation
[2] confirmation,teens
[2] teens,social
[2] social,media
[2] media,experiences
[2] experiences,vary
[2] vary,key
[2] key,ways
[2] ways,leaning
[2] leaning,differences

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewresearch
@lrainie
@pewinternet
@jannaq
@carolaf88
@yunpingtong
@gtechnia_cat
@colleenamcclain
@carpediemsaving
@jlapuma

Top Mentioned in G1:
@pewresearch
@lrainie
@pewinternet
@yunpingtong
@chris_bail
@colleenamcclain
@mtfaverio
@conradhackett
@dramdaniller

Top Mentioned in G2:
@pewresearch
@lrainie
@jannaq
@gtechnia_cat

Top Mentioned in G4:
@carolaf88

Top Mentioned in G5:
@pewinternet
@lrainie
@pewresearch
@colleenamcclain
@pedrodoria

Top Mentioned in G6:
@carpediemsaving
@lrainie
@jlapuma
@ujwalthapa

Top Mentioned in G7:
@pewresearch
@lrainie
@briansolis
@pewre

Top Mentioned in G8:
@lrainie
@mstephens7
@morville

Top Mentioned in G9:
@pewresearch
@uuofficeun

Top Mentioned in G10:
@em_weinstein

Top Tweeters
Top Tweeters in Entire Graph:
@basuashis
@japonesbaiano
@ubrals
@brcomliberdade
@carolaf88
@michelepradoba
@pewresearch
@carroluigi
@steveakinsseo
@briansolis

Top Tweeters in G1:
@steveakinsseo
@swannsky
@emptyset09
@felipe_grandin
@conradhackett
@lrainie
@joffrevc
@ptbnonline
@morgangames
@goeducacao

Top Tweeters in G2:
@pewresearch
@nemtastic1
@jdstanger
@ianrosen
@jannaq
@davidwonderland
@josepmapuigvert
@eurikko_
@francisatoto
@wearenew_public

Top Tweeters in G3:
@kyrierakuen
@phkeane
@p1alex
@pgcorus
@jp_ely
@dvmattos
@jillhuntley1
@avidhalaby
@wanmonta_
@ashiologist

Top Tweeters in G4:
@japonesbaiano
@ubrals
@brcomliberdade
@carolaf88
@michelepradoba
@carroluigi
@tabuleta
@sapiensnomonkey
@simohayhawd

Top Tweeters in G5:
@basuashis
@pewinternet
@twirie12
@pedrodoria
@sacidepatinete
@colleenamcclain

Top Tweeters in G6:
@ujwalthapa
@jlapuma
@perellolaurent
@kh28194897
@carpediemsaving

Top Tweeters in G7:
@briansolis
@pewre
@erdincsacan

Top Tweeters in G8:
@angelagreben
@mstephens7
@morville

Top Tweeters in G9:
@adriennesmccord
@uuofficeun

Top Tweeters in G10:
@karranfinlay
@em_weinstein