lrainie, Twitter, 12/1/2022 3:17:14 AM, 285243


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lrainie_2022-11-30_19-14-56.xlsx
lrainie_2022-11-30_19-14-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 01, 2022
Short Description:
lrainie via NodeXL https://bit.ly/3VohoPp
@lrainie
@ema_dm06
@adamkovac
@nguyenchitung16
@pewresearch
@pewinternet
@jimduncanrva
@doorsteppodcast
@monicaranders
@pessimistsarc

Top hashtags:
#social
#socialmedia
#cildc
#internetlibrarian
#twitter
#covidisnotover

Description:
Description
The graph represents a network of 64 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 December 2022 at 03:14 UTC.

The requested start date was Thursday, 01 December 2022 at 01:01 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, 5-hour, 15-minute period from Thursday, 17 November 2022 at 13:50 UTC to Tuesday, 29 November 2022 at 19:06 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 : 64
Unique Edges : 39
Edges With Duplicates : 104
Total Edges : 143
Number of Edge Types : 5
Replies to : 5
Mentions : 38
Retweet : 47
Tweet : 8
MentionsInRetweet : 45
Self-Loops : 12
Reciprocated Vertex Pair Ratio : 0.0285714285714286
Reciprocated Edge Ratio : 0.0555555555555556
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 53
Maximum Edges in a Connected Component : 123
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.371207
Graph Density : 0.0178571428571429
Modularity : 0.36234
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 64 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 December 2022 at 03:14 UTC.

The requested start date was Thursday, 01 December 2022 at 01:01 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, 5-hour, 15-minute period from Thursday, 17 November 2022 at 13:50 UTC to Tuesday, 29 November 2022 at 19:06 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:
[6] https://www.pewresearch.org/fact-tank/2022/11/21/for-shopping-phones-are-common-and-influencers-have-become-a-factor-especially-for-young-adults/
[5] https://www.pewresearch.org/internet/2022/11/16/connection-creativity-and-drama-teen-life-on-social-media-in-2022/
[2] https://twitter.com/lrainie/status/1594760836089790479
[1] https://twitter.com/lrainie/status/1594765397445775366
[1] https://twitter.com/lrainie/status/1594727821041369088
[1] https://www.pewresearch.org/?p=418248
[1] https://www.pewresearch.org/internet/2022/11/16/connection-creativity-and-drama-teen-life-on-social-media-in-2022/?utm_source=Pew+Research+Center&utm_campaign=5489a308c7-Weekly_2022_11_19&utm_medium=email&utm_term=0_-5489a308c7-%5BLIST_EMAIL_ID%5D
[1] https://twitter.com/lrainie/status/1594728868686057473
[1] https://www.pewresearch.org/fact-tank/2022/10/05/more-americans-are-joining-the-cashless-economy/
[1] https://www.pewresearch.org/fact-tank/2022/09/08/payment-apps-like-venmo-and-cash-app-bring-convenience--and-security-concerns--to-some-users/

Top URLs in Tweet in G1:
[6] https://www.pewresearch.org/fact-tank/2022/11/21/for-shopping-phones-are-common-and-influencers-have-become-a-factor-especially-for-young-adults/
[4] https://www.pewresearch.org/internet/2022/11/16/connection-creativity-and-drama-teen-life-on-social-media-in-2022/
[1] https://www.amacad.org/publication/networked-trust-future-media
[1] https://www.pewresearch.org/fact-tank/2022/10/05/more-americans-are-joining-the-cashless-economy/
[1] https://www.pewresearch.org/fact-tank/2022/09/08/payment-apps-like-venmo-and-cash-app-bring-convenience--and-security-concerns--to-some-users/
[1] 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/?p=418248
[1] https://www.pewresearch.org/internet/2022/11/16/connection-creativity-and-drama-teen-life-on-social-media-in-2022/?utm_source=Pew+Research+Center&utm_campaign=5489a308c7-Weekly_2022_11_19&utm_medium=email&utm_term=0_-5489a308c7-%5BLIST_EMAIL_ID%5D
[1] https://www.nytimes.com/2022/11/16/technology/personaltech/twitter-exodus.html?smid=tw-share

Top URLs in Tweet in G3:
[1] https://www.pewresearch.org/internet/2022/11/16/connection-creativity-and-drama-teen-life-on-social-media-in-2022/

Top URLs in Tweet in G5:
[1] https://twitter.com/lrainie/status/1592914879614423041

Top URLs in Tweet in G6:
[1] https://twitter.com/lrainie/status/1594760836089790479

Top URLs in Tweet in G7:
[1] https://twitter.com/lrainie/status/1594728868686057473
[1] https://twitter.com/lrainie/status/1594727821041369088
[1] https://twitter.com/lrainie/status/1594760836089790479

Top URLs in Tweet in G8:
[1] https://twitter.com/lrainie/status/1594765397445775366

Top Domains
Top Domains in Tweet in Entire Graph:
[16] pewresearch.org
[6] twitter.com
[1] nytimes.com
[1] amacad.org

Top Domains in Tweet in G1:
[15] pewresearch.org
[1] amacad.org
[1] nytimes.com

Top Domains in Tweet in G3:
[1] pewresearch.org

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] social
[3] socialmedia
[2] cildc
[2] internetlibrarian
[2] twitter
[1] covidisnotover
[1] covidisairborne
[1] medialit
[1] poleconlit
[1] latecapitalismfieldctaft



Top Hashtags in Tweet in G1:
[8] social
[3] socialmedia
[2] cildc
[2] internetlibrarian
[2] twitter
[1] t

Top Hashtags in Tweet in G3:
[2] social

Top Hashtags in Tweet in G7:
[1] covidisnotover
[1] covidisairborne
[1] medialit
[1] poleconlit
[1] latecapitalismfieldctaft

Top Words
Top Words in Tweet in Entire Graph:
[46] media
[40] lrainie
[35] social
[29] influencers
[25] teens
[19] 30
[18] users
[15] pewresearch
[15] something
[14] purchased

Top Words in Tweet in G1:
[33] media
[30] lrainie
[24] social
[19] influencers
[18] 30
[17] users
[14] purchased
[14] pewresearch
[14] influencer
[14] seeing

Top Words in Tweet in G3:
[12] teens
[10] media
[8] social
[8] lrainie
[7] little
[7] tech
[6] lots
[6] rampant
[6] touch
[6] kids

Top Words in Tweet in G5:
[6] addicted
[3] socializing
[3] social
[3] aren
[3] re
[3] kids
[3] media
[2] pessimistsarc

Top Words in Tweet in G6:
[3] influencers
[3] leading
[3] policy
[3] foreign
[2] doorsteppodcast

Top Words in Tweet in G7:
[5] adults
[5] high
[5] lot
[5] influencers
[5] vulnerable
[5] generalizable
[5] clearly
[5] young
[4] jerrybuchko
[4] prof

Top Words in Tweet in G8:
[2] become
[2] read
[2] point
[2] reports
[2] pew
[2] available
[2] make

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[35] social,media
[18] media,users
[14] something,seeing
[14] purchased,something
[14] seeing,influencer
[12] follow,influencers
[12] influencers,30
[12] 30,purchased
[12] users,follow
[12] 40,social

Top Word Pairs in Tweet in G1:
[24] social,media
[17] media,users
[14] seeing,influencer
[14] purchased,something
[14] something,seeing
[12] influencers,30
[12] 40,social
[12] users,follow
[12] follow,influencers
[12] 30,purchased

Top Word Pairs in Tweet in G3:
[8] social,media
[6] tech,policy
[6] kids,teens
[6] panics,touch
[6] policy,discussions
[6] teens,social
[6] having,little
[6] discussions,kids
[6] media,rampant
[6] pols,having

Top Word Pairs in Tweet in G5:
[3] addicted,social
[3] re,addicted
[3] media,re
[3] addicted,socializing
[3] social,media
[3] aren,addicted
[3] kids,aren
[2] pessimistsarc,kids

Top Word Pairs in Tweet in G6:
[3] policy,influencers
[3] foreign,policy
[3] leading,foreign
[2] doorsteppodcast,leading

Top Word Pairs in Tweet in G7:
[5] vulnerable,influencers
[5] influencers,lot
[5] lot,high
[5] young,adults
[5] adults,vulnerable
[5] generalizable,clearly
[5] clearly,young
[4] jerrybuchko,generalizable
[4] high,prof
[3] desktop,laptop

Top Word Pairs in Tweet in G8:
[2] point,read
[2] become,available
[2] reports,become
[2] read,pew
[2] make,point
[2] pew,reports

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@adamkovac
@jerrybuchko
@pewinternet
@monicaranders
@pessimistsarc
@doorsteppodcast
@mtfaverio
@avibarzeev

Top Mentioned in G1:
@lrainie
@pewresearch
@monicaranders
@pewinternet
@mtfaverio
@natcomm
@zeynep
@jdysart

Top Mentioned in G2:
@avibarzeev
@louisbrosenberg
@docdre
@lazygate
@tobysworks
@lrainie
@jannaq
@pewresearch
@elonuniversity

Top Mentioned in G3:
@lrainie
@adamkovac
@pewinternet

Top Mentioned in G4:
@kshmrmusic
@lrainie
@leslieodomjr

Top Mentioned in G5:
@pessimistsarc

Top Mentioned in G6:
@doorsteppodcast

Top Mentioned in G7:
@jerrybuchko

Top Mentioned in G8:
@jobsworth

Top Tweeters
Top Tweeters in Entire Graph:
@syawal
@epidatageek
@techmemechatter
@kj_mestre
@docdre
@benedictevans
@goldenarcher
@mediagazerchat
@marcusshepard
@jakuuire

Top Tweeters in G1:
@syawal
@kj_mestre
@mediagazerchat
@marcusshepard
@jakuuire
@zeynep
@pewresearch
@cxarli
@smm_news_feed
@camns1

Top Tweeters in G2:
@docdre
@elonuniversity
@avibarzeev
@jannaq
@imagineinternet
@lazygate
@tobysworks
@ema_dm06
@louisbrosenberg

Top Tweeters in G3:
@techmemechatter
@benedictevans
@followlori
@pewinternet
@mtwelves
@adamkovac
@rao_hacker_one
@vishwanathsarng

Top Tweeters in G4:
@leslieodomjr
@kshmrmusic
@nguyenchitung16
@autosharkfin

Top Tweeters in G5:
@pessimistsarc
@mdicesi
@realzoestrimpel

Top Tweeters in G6:
@jjbee06
@fpri_orbis
@doorsteppodcast

Top Tweeters in G7:
@epidatageek
@jerrybuchko
@mulletnationinc

Top Tweeters in G8:
@goldenarcher
@jobsworth