lrainie, Twitter, 8/25/2022 2:17:43 AM, 280646


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lrainie_2022-08-24_19-14-56.xlsx
lrainie_2022-08-24_19-14-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 25, 2022
Short Description:
lrainie via NodeXL https://bit.ly/3dVrd6I
@lrainie
@em_weinstein
@amanda_lenhart
@poonamt26071526
@briansolis
@pewinternet
@pewresearch
@johnhodgins
@sharong
@washingtech

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

Description:
Description
The graph represents a network of 173 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, 25 August 2022 at 02:15 UTC.

The requested start date was Thursday, 25 August 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 13-day, 16-hour, 4-minute period from Thursday, 11 August 2022 at 01:07 UTC to Wednesday, 24 August 2022 at 17:11 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 : 173
Unique Edges : 133
Edges With Duplicates : 242
Total Edges : 375
Number of Edge Types : 5
Tweet : 30
Retweet : 106
MentionsInRetweet : 134
Mentions : 91
Replies to : 14
Self-Loops : 30
Reciprocated Vertex Pair Ratio : 0.0443349753694581
Reciprocated Edge Ratio : 0.0849056603773585
Connected Components : 26
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 133
Maximum Edges in a Connected Component : 325
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.503449
Graph Density : 0.00712461352332303
Modularity : 0.389643
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 173 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, 25 August 2022 at 02:15 UTC.

The requested start date was Thursday, 25 August 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 13-day, 16-hour, 4-minute period from Thursday, 11 August 2022 at 01:07 UTC to Wednesday, 24 August 2022 at 17:11 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:
[15] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[14] https://twitter.com/lrainie/status/1557367912008220672
[8] https://www.pewresearch.org/fact-tank/2022/08/23/46-of-americans-who-have-invested-in-cryptocurrency-say-its-done-worse-than-expected/
[4] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/
[4] https://twitter.com/lrainie/status/1557373087192064000
[3] https://twitter.com/lrainie/status/1557374451024535552
[2] https://www.elon.edu/u/imagining/surveys/xiv-2022/future-of-metaverse-web3-2040/
[2] https://twitter.com/lrainie/status/1557695323128172550
[1] https://twitter.com/lrainie/status/1562481204137316352
[1] https://pewrsr.ch/3pF2OEY

Top URLs in Tweet in G1:
[9] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[8] https://www.pewresearch.org/fact-tank/2022/08/23/46-of-americans-who-have-invested-in-cryptocurrency-say-its-done-worse-than-expected/
[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://www.pewresearch.org/internet/2022/08/10/teens-and-tech-methodology/

Top URLs in Tweet in G2:
[10] https://twitter.com/lrainie/status/1557367912008220672
[3] https://twitter.com/lrainie/status/1557373087192064000
[2] https://twitter.com/lrainie/status/1557695323128172550
[1] https://twitter.com/lrainie/status/1557369491088195585
[1] https://twitter.com/lrainie/status/1554913157545697281
[1] https://twitter.com/lrainie/status/1557374451024535552
[1] https://twitter.com/lrainie/status/1562127515287781376
[1] https://twitter.com/lrainie/status/1562159369290121217
[1] https://twitter.com/lrainie/status/1562481204137316352

Top URLs in Tweet in G3:
[4] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/
[2] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://pewrsr.ch/3zPdc1y
[1] https://pewrsr.ch/3pF2OEY
[1] https://www.pewresearch.org/religion/2022/08/23/indias-sex-ratio-at-birth-begins-to-normalize/
[1] http://www.healthcarecollapse.com

Top URLs in Tweet in G4:
[3] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://twitter.com/lrainie/status/1557370679367983104

Top URLs in Tweet in G5:
[1] https://twitter.com/lrainie/status/1557367912008220672

Top URLs in Tweet in G6:
[2] https://twitter.com/lrainie/status/1557374451024535552
[1] https://twitter.com/lrainie/status/1557367912008220672

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:
[2] https://www.elon.edu/u/imagining/surveys/xiv-2022/future-of-metaverse-web3-2040/

Top URLs in Tweet in G10:
[1] https://twitter.com/lrainie/status/1557373087192064000

Top Domains
Top Domains in Tweet in Entire Graph:
[31] pewresearch.org
[30] twitter.com
[2] pewrsr.ch
[2] elon.edu
[1] healthcarecollapse.com
[1] libraryjournal.com
[1] musical.ly

Top Domains in Tweet in G1:
[20] pewresearch.org
[1] twitter.com

Top Domains in Tweet in G2:
[21] twitter.com

Top Domains in Tweet in G3:
[7] pewresearch.org
[2] pewrsr.ch
[1] healthcarecollapse.com

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

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

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

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

Top Domains in Tweet in G8:
[2] elon.edu

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] socialmedia
[6] metaverse
[3] cpd
[2] pew
[2] datacenters
[2] metavers
[1] metaverso
[1] disruption
[1] trustwomen
[1] highered



Top Hashtags in Tweet in G1:
[7] socialmedia
[2] metaverse
[1] pew

Top Hashtags in Tweet in G2:
[1] highered
[1] socialmedia
[1] disruption

Top Hashtags in Tweet in G3:
[3] cpd
[2] metaverse
[2] datacenters
[2] metavers
[1] metaverso
[1] trustwomen

Top Hashtags in Tweet in G4:
[1] socialmedia

Top Hashtags in Tweet in G8:
[2] metaverse
[1] pew

Top Words
Top Words in Tweet in Entire Graph:
[95] lrainie
[85] teens
[64] tech
[39] tiktok
[36] pewresearch
[34] different
[30] one
[29] important
[28] report
[28] adoption

Top Words in Tweet in G1:
[59] lrainie
[52] teens
[50] tech
[30] different
[29] tiktok
[27] one
[26] important
[26] adoption
[25] popular
[25] surveys

Top Words in Tweet in G2:
[7] youtube
[3] meta
[3] tiktok
[2] still
[2] screens
[2] data
[2] interesting
[2] report
[2] teens
[2] social

Top Words in Tweet in G3:
[14] lrainie
[13] pewresearch
[5] jannaq
[3] findings
[3] voters
[3] experts
[3] opinions
[3] #cpd
[3] bombo
[2] nfts

Top Words in Tweet in G4:
[13] teens
[10] pewinternet
[9] lrainie
[6] tech
[5] report
[5] social
[5] media
[4] different
[3] rise
[3] tiktok

Top Words in Tweet in G5:
[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 G6:
[10] data
[10] teens
[9] social
[9] media
[8] always
[8] excellent
[8] pew
[8] research
[8] confirms
[8] youth

Top Words in Tweet in G7:
[6] briansolis
[5] 46
[5] teens
[5] online
[5] constantly
[5] portions
[5] use
[5] major
[5] tech
[5] platforms

Top Words in Tweet in G8:
[4] pewresearch
[3] ischoolsu
[3] elonuniversity
[3] lrainie
[2] #metaverse
[2] report
[2] digital
[2] read
[2] leemcknight
[2] model

Top Words in Tweet in G10:
[5] read
[5] full
[5] report
[4] alalibrary

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[31] teens,tech
[28] tech,adoption
[26] one,important
[26] important,popular
[26] popular,surveys
[26] surveys,updated
[26] updated,today
[26] today,teens
[26] adoption,headlines
[26] headlines,tiktok

Top Word Pairs in Tweet in G1:
[27] teens,tech
[26] tech,adoption
[25] one,important
[25] important,popular
[25] popular,surveys
[25] surveys,updated
[25] updated,today
[25] today,teens
[25] adoption,headlines
[25] headlines,tiktok

Top Word Pairs in Tweet in G3:
[5] jannaq,lrainie
[4] lrainie,pewresearch
[2] findings,pewresearch
[2] mental,health
[2] #metaverse,need
[2] need,lot
[2] lot,#datacenters
[2] #datacenters,synonym
[2] synonym,hype
[2] hype,hope

Top Word Pairs in Tweet in G4:
[5] pewinternet,report
[5] social,media
[3] lrainie,rise
[3] rise,tiktok
[3] tiktok,teens
[3] teens,pretty
[3] pretty,striking
[3] striking,pewinternet
[3] report,teens
[3] teens,tech

Top Word Pairs in Tweet in G5:
[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 G6:
[9] teens,social
[9] social,media
[8] always,excellent
[8] excellent,pew
[8] pew,research
[8] research,data
[8] data,teens
[8] media,confirms
[8] confirms,youth
[8] youth,monolith

Top Word Pairs in Tweet in G7:
[5] 46,teens
[5] teens,online
[5] online,constantly
[5] constantly,portions
[5] portions,use
[5] use,major
[5] major,tech
[5] tech,platforms
[5] platforms,frequently
[4] briansolis,46

Top Word Pairs in Tweet in G8:
[3] pewresearch,elonuniversity
[2] leemcknight,ischoolsu
[2] imagineinternet,lrainie
[2] ischoolsu,pewresearch
[2] metaverse,2040

Top Word Pairs in Tweet in G10:
[5] read,full
[5] full,report
[4] alalibrary,read

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@pewinternet
@carolaf88
@amanda_lenhart
@briansolis
@jannaq
@pewre
@ischoolsu
@alalibrary

Top Mentioned in G1:
@lrainie
@pewresearch
@pewinternet
@imagineinternet
@s_t_e_v_e_jones
@commuic
@dramdaniller
@leemcknight
@ischoolsu
@emily_vogels

Top Mentioned in G3:
@pewresearch
@lrainie
@jannaq
@sxmpotus
@siriusxm
@yunpingtong
@alec_h_tyson
@gtechnia_cat
@smerconish

Top Mentioned in G4:
@pewinternet
@lrainie
@emily_vogels
@colleenamcclain
@pedrodoria
@newhousesu

Top Mentioned in G5:
@carolaf88

Top Mentioned in G6:
@amanda_lenhart
@lrainie
@julespolonetsky

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

Top Mentioned in G8:
@pewresearch
@ischoolsu
@elonuniversity
@leemcknight
@lrainie
@bjfr
@mit_tsl
@imagineinternet

Top Mentioned in G9:
@earpitznft
@zooversefriends
@morph_eth
@lrainie
@_otomartinez
@c53300

Top Mentioned in G10:
@alalibrary

Top Tweeters
Top Tweeters in Entire Graph:
@rosstell
@no2hitting
@ayirpelle
@basuashis
@kostapachneris
@profjontaylor
@halle2017
@japonesbaiano
@omironic
@codeforpdx

Top Tweeters in G1:
@no2hitting
@profjontaylor
@halle2017
@omironic
@codeforpdx
@beartrust
@maneeshjuneja
@askmanny
@politicatgrump
@steveakinsseo

Top Tweeters in G2:
@bikemamadelphia
@chrisshort
@s_df
@kyrierakuen
@barbarian_brain
@fobpl
@phkeane
@p1alex
@lstreetjournal
@pgcorus

Top Tweeters in G3:
@rosstell
@pewresearch
@siriusxm
@smerconish
@emptyset09
@jdstanger
@conradhackett
@sxmpotus
@jannaq
@josepmapuigvert

Top Tweeters in G4:
@basuashis
@iccomlib
@pedrodoria
@drjtedwards
@pewinternet
@newhousesu
@johnhodgins
@rmastrosimone
@sacidepatinete
@clemstrategy

Top Tweeters in G5:
@japonesbaiano
@ubrals
@brcomliberdade
@carolaf88
@michelepradoba
@carroluigi
@tabuleta
@sapiensnomonkey
@simohayhawd

Top Tweeters in G6:
@julespolonetsky
@jeremyshorr
@cosn
@washingtech
@amanda_lenhart
@mmmooshme
@supportingteens
@action4mediaed
@em_weinstein

Top Tweeters in G7:
@kostapachneris
@nickcicero
@briansolis
@pewre
@sargewp
@the_onezw
@erdincsacan
@vinodisreading

Top Tweeters in G8:
@ischoolsu
@elonuniversity
@bjfr
@imagineinternet
@leemcknight
@rdub2
@mit_tsl

Top Tweeters in G9:
@_otomartinez
@morph_eth
@c53300
@zooversenft
@poonamt26071526
@zooversefriends
@earpitznft

Top Tweeters in G10:
@alalibrary
@ademirhan
@rivfreelibrary
@dclalibrarians
@mirighttoread


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