lrainie, Twitter, 8/18/2022 2:17:55 AM, 280251


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lrainie_2022-08-17_19-14-56.xlsx
lrainie_2022-08-17_19-14-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 18, 2022
Short Description:
lrainie via NodeXL https://bit.ly/3SYKGDG
@lrainie
@em_weinstein
@amanda_lenhart
@takadesu0157
@poonamt26071526
@pewinternet
@briansolis
@washingtech
@pewresearch
@timjellison

Top hashtags:
#socialmedia
#metaverse
#pew
#usa
#trustwomen
#wednesdayvibe
#birdland

Description:
Description
The graph represents a network of 299 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, 18 August 2022 at 02:15 UTC.

The requested start date was Thursday, 18 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, 8-hour, 56-minute period from Thursday, 04 August 2022 at 06:53 UTC to Wednesday, 17 August 2022 at 15:50 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 : 299
Unique Edges : 159
Edges With Duplicates : 487
Total Edges : 646
Number of Edge Types : 5
Mentions : 107
MentionsInRetweet : 245
Replies to : 23
Retweet : 223
Tweet : 48
Self-Loops : 48
Reciprocated Vertex Pair Ratio : 0.0318471337579618
Reciprocated Edge Ratio : 0.0617283950617284
Connected Components : 39
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 251
Maximum Edges in a Connected Component : 595
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.421255
Graph Density : 0.00363628201387174
Modularity : 0.355327
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 299 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, 18 August 2022 at 02:15 UTC.

The requested start date was Thursday, 18 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, 8-hour, 56-minute period from Thursday, 04 August 2022 at 06:53 UTC to Wednesday, 17 August 2022 at 15:50 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:
[27] https://twitter.com/lrainie/status/1557367912008220672
[21] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[6] https://twitter.com/lrainie/status/1557374451024535552
[6] https://twitter.com/lrainie/status/1557373087192064000
[5] https://twitter.com/lrainie/status/1554911208951713792
[4] https://www.pewresearch.org/fact-tank/2022/08/03/u-s-women-more-concerned-than-men-about-some-ai-developments-especially-driverless-cars/
[2] https://www.elon.edu/u/imagining/surveys/xiv-2022/future-of-metaverse-web3-2040/
[2] https://twitter.com/lrainie/status/1557370679367983104
[2] https://twitter.com/lrainie/status/1557695323128172550
[2] https://twitter.com/lrainie/status/1557369491088195585

Top URLs in Tweet in G1:
[14] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[3] https://www.pewresearch.org/fact-tank/2022/08/03/u-s-women-more-concerned-than-men-about-some-ai-developments-especially-driverless-cars/
[2] https://twitter.com/lrainie/status/1557367912008220672
[1] https://www.pewresearch.org/internet/2015/04/09/teens-social-media-technology-2015/
[1] https://www.wsj.com/articles/more-than-a-third-of-u-s-teens-are-on-social-media-almost-constantly-survey-says-11660140000?st=lxwqk7hk9z0hygu
[1] https://www.pewresearch.org/internet/2022/06/02/how-teens-navigate-school-during-covid-19/
[1] https://www.pewresearch.org/internet/2022/08/10/teens-and-tech-methodology/
[1] https://twitter.com/lrainie/status/1557368747987550209

Top URLs in Tweet in G2:
[17] https://twitter.com/lrainie/status/1557367912008220672
[4] https://twitter.com/lrainie/status/1554911208951713792
[4] https://twitter.com/lrainie/status/1557373087192064000
[3] https://twitter.com/lrainie/status/1557374451024535552
[2] https://twitter.com/lrainie/status/1557695323128172550
[1] https://twitter.com/lrainie/status/1557369491088195585
[1] https://twitter.com/lrainie/status/1554913157545697281

Top URLs in Tweet in G3:
[4] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[2] https://twitter.com/lrainie/status/1557370679367983104
[2] https://twitter.com/lrainie/status/1557367912008220672
[1] https://twitter.com/lrainie/status/1557373087192064000
[1] https://twitter.com/lrainie/status/1557369491088195585

Top URLs in Tweet in G4:
[3] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[2] https://www.elon.edu/u/imagining/surveys/xiv-2022/future-of-metaverse-web3-2040/
[1] https://pewrsr.ch/3zPdc1y
[1] https://www.pewresearch.org/fact-tank/2022/08/03/u-s-women-more-concerned-than-men-about-some-ai-developments-especially-driverless-cars/

Top URLs in Tweet in G5:
[2] https://twitter.com/lrainie/status/1557374451024535552
[1] https://twitter.com/lrainie/status/1557367912008220672

Top URLs in Tweet in G8:
[1] https://twitter.com/lrainie/status/1557373087192064000

Top Domains
Top Domains in Tweet in Entire Graph:
[52] twitter.com
[28] pewresearch.org
[2] elon.edu
[1] musical.ly
[1] wsj.com
[1] pewrsr.ch

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

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

Top Domains in Tweet in G3:
[6] twitter.com
[4] pewresearch.org

Top Domains in Tweet in G4:
[4] pewresearch.org
[2] elon.edu
[1] pewrsr.ch

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] socialmedia
[4] metaverse
[2] pew
[2] usa
[1] trustwomen
[1] wednesdayvibe
[1] birdland
[1] baltimore
[1] highered
[1] teens



Top Hashtags in Tweet in G1:
[22] socialmedia
[2] metaverse
[1] pew
[1] wednesdayvibe
[1] birdland
[1] baltimore

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

Top Hashtags in Tweet in G3:
[5] socialmedia
[2] usa
[1] teens
[1] internet
[1] tiktok

Top Hashtags in Tweet in G4:
[2] metaverse
[2] socialmedia
[1] pew
[1] trustwomen
[1] ai

Top Words
Top Words in Tweet in Entire Graph:
[241] teens
[221] lrainie
[162] tech
[124] tiktok
[114] one
[112] today
[112] adoption
[111] important
[110] surveys
[109] popular

Top Words in Tweet in G1:
[167] teens
[164] lrainie
[138] tech
[107] tiktok
[103] one
[103] adoption
[102] important
[102] popular
[102] surveys
[102] updated

Top Words in Tweet in G2:
[7] teens
[6] youtube
[5] social
[4] facebook
[4] media
[3] never
[3] culture
[3] tiktok
[3] still
[2] women

Top Words in Tweet in G3:
[34] teens
[31] lrainie
[21] pewinternet
[15] tech
[11] use
[9] social
[9] media
[9] one
[9] tiktok
[8] different

Top Words in Tweet in G4:
[17] lrainie
[13] pewresearch
[11] teens
[6] tech
[5] major
[5] use
[5] platforms
[5] briansolis
[4] different
[4] 46

Top Words in Tweet in G5:
[13] data
[12] teens
[11] social
[11] media
[10] always
[10] excellent
[10] pew
[10] research
[10] confirms
[10] youth

Top Words in Tweet in G8:
[5] read
[5] full
[5] report
[4] alalibrary

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[116] teens,tech
[112] tech,adoption
[109] one,important
[109] important,popular
[109] popular,surveys
[109] surveys,updated
[109] updated,today
[109] today,teens
[109] adoption,headlines
[109] headlines,tiktok

Top Word Pairs in Tweet in G1:
[105] teens,tech
[103] tech,adoption
[102] one,important
[102] important,popular
[102] popular,surveys
[102] surveys,updated
[102] updated,today
[102] today,teens
[102] adoption,headlines
[102] headlines,tiktok

Top Word Pairs in Tweet in G2:
[3] social,media
[2] youtube,tiktok
[2] tik,tok
[2] national,security

Top Word Pairs in Tweet in G3:
[9] social,media
[9] teens,tech
[7] tech,adoption
[6] pewinternet,report
[6] lrainie,pewinternet
[5] lrainie,one
[5] one,important
[5] important,popular
[5] popular,surveys
[5] surveys,updated

Top Word Pairs in Tweet in G4:
[4] lrainie,pewresearch
[4] pewresearch,lrainie
[4] 46,teens
[4] teens,online
[4] online,constantly
[4] constantly,portions
[4] portions,use
[4] use,major
[4] major,tech
[4] tech,platforms

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

Top Word Pairs in Tweet in G8:
[5] read,full
[5] full,report
[4] alalibrary,read

Top Replied-To
Top Replied-To in Entire Graph:
@lrainie
@briansolis
@rdub2
@imagineinternet
@zooversenft
@vinodisreading
@merylalper
@maceip
@goldenlouisq_
@ijmorley

Top Replied-To in G1:
@maceip
@merylalper
@vinodisreading

Top Replied-To in G3:
@lrainie
@pewinternet

Top Replied-To in G4:
@lrainie
@briansolis
@rdub2
@imagineinternet

Top Replied-To in G6:
@snapfingersdao

Top Replied-To in G7:
@zooversenft

Top Replied-To in G9:
@goldenlouisq_

Top Replied-To in G10:
@lrainie

Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewinternet
@pewresearch
@amanda_lenhart
@ischoolsu
@briansolis
@alalibrary
@imagineinternet
@elonuniversity
@leemcknight

Top Mentioned in G1:
@lrainie
@pewresearch
@pewinternet
@imagineinternet
@s_t_e_v_e_jones
@commuic
@leemcknight
@ischoolsu
@sarahedon
@wsj

Top Mentioned in G3:
@lrainie
@pewinternet
@pewresearch
@newhousesu
@emily_vogels
@bdzvpresse
@bruce100
@youtube
@griverorz
@michaelpetrilli

Top Mentioned in G4:
@lrainie
@pewresearch
@ischoolsu
@elonuniversity
@briansolis
@pewre
@leemcknight
@sxmpotus
@siriusxm
@imagineinternet

Top Mentioned in G5:
@amanda_lenhart
@julespolonetsky
@lrainie

Top Mentioned in G6:
@cyberconnecthq
@web3games
@degame_l2y
@meta_passport
@projectgalaxyhq
@kirua_ff
@lpolgreen
@lrainie

Top Mentioned in G7:
@earpitznft
@zooversefriends
@morph_eth
@lrainie
@_otomartinez
@c53300

Top Mentioned in G8:
@alalibrary

Top Mentioned in G9:
@harryzusek

Top Mentioned in G10:
@sarahedon
@pewresearch
@wsj

Top Tweeters
Top Tweeters in Entire Graph:
@estarianne
@rosstell
@no2hitting
@icedtea17
@wsj
@ayirpelle
@joshkraushaar
@kcgreen17
@techmemechatter
@kostapachneris

Top Tweeters in G1:
@estarianne
@no2hitting
@joshkraushaar
@kcgreen17
@techmemechatter
@profjontaylor
@halle2017
@omironic
@codeforpdx
@uradn

Top Tweeters in G2:
@icedtea17
@bikemamadelphia
@chrisshort
@aviwoolf
@pastordan
@heycori
@s_df
@keystoneobsrvr
@lmoliva_
@barbarian_brain

Top Tweeters in G3:
@michaelpetrilli
@youtube
@iccomlib
@roque_coral
@drjtedwards
@bdzvpresse
@pewinternet
@pasquay
@newhousesu
@mpiccorossi

Top Tweeters in G4:
@rosstell
@kostapachneris
@pewresearch
@edit_susan
@nickcicero
@siriusxm
@briansolis
@smerconish
@jill_hw
@ischoolsu

Top Tweeters in G5:
@julespolonetsky
@jeremyshorr
@cosn
@sebastien_fr
@luciamawe
@washingtech
@amanda_lenhart
@mmmooshme
@carrie_james
@action4mediaed

Top Tweeters in G6:
@kirua_ff
@takadesu0157
@lpolgreen
@snapfingersdao
@projectgalaxyhq
@cyberconnecthq
@degame_l2y
@web3games
@meta_passport

Top Tweeters in G7:
@_otomartinez
@morph_eth
@c53300
@zooversenft
@poonamt26071526
@zooversefriends
@earpitznft

Top Tweeters in G8:
@alalibrary
@ademirhan
@rivfreelibrary
@dclalibrarians
@mirighttoread

Top Tweeters in G9:
@lalunalosa_
@harryzusek
@goldenlouisq_

Top Tweeters in G10:
@wsj
@jaynedutra
@sarahedon


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