lrainie, Twitter, 9/8/2022 2:36:19 AM, 281484


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lrainie_2022-09-07_19-14-56.xlsx
lrainie_2022-09-07_19-14-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 08, 2022
Short Description:
lrainie via NodeXL https://bit.ly/3L2x2vx
@lrainie
@pewresearch
@jsourabh816
@kh28194897
@adriennesmccord
@crypto_calliope
@jdysart
@sabram
@jannaq
@pewinternet

Top hashtags:
#cpd
#internetlibrarian
#cildc
#librarians
#socialmedia
#metaverse
#datacenters
#metavers

Description:
Description
The graph represents a network of 51 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, 08 September 2022 at 02:14 UTC.

The requested start date was Thursday, 08 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, 15-hour, 36-minute period from Thursday, 25 August 2022 at 21:48 UTC to Wednesday, 07 September 2022 at 13:24 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 : 51
Unique Edges : 65
Edges With Duplicates : 42
Total Edges : 107
Number of Edge Types : 5
Replies to : 13
Mentions : 51
MentionsInRetweet : 23
Retweet : 16
Tweet : 4
Self-Loops : 4
Reciprocated Vertex Pair Ratio : 0.04
Reciprocated Edge Ratio : 0.0769230769230769
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 47
Maximum Edges in a Connected Component : 101
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.365029
Graph Density : 0.0305882352941176
Modularity : 0.344484
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 51 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, 08 September 2022 at 02:14 UTC.

The requested start date was Thursday, 08 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, 15-hour, 36-minute period from Thursday, 25 August 2022 at 21:48 UTC to Wednesday, 07 September 2022 at 13:24 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/internet/2022/06/30/the-metaverse-in-2040/
[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/
[2] https://twitter.com/lrainie/status/1564698236069216259
[1] https://twitter.com/pewresearch/status/1567145144939331584
[1] https://www.nytimes.com/2022/08/31/technology/pew-misinformation-major-threat.html?smid=nytcore-ios-share&referringSource=articleShare
[1] https://journalqd.org/article/view/3617
[1] https://twitter.com/ImagineInternet/status/1560592664378183680
[1] https://twitter.com/lrainie/status/1557374451024535552
[1] https://twitter.com/ImagineInternet/status/1561510965878874114

Top URLs in Tweet in G1:
[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://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/
[1] https://twitter.com/pewresearch/status/1567145144939331584
[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/global/2022/08/31/climate-change-remains-top-global-threat-across-19-country-survey/
[1] https://twitter.com/ImagineInternet/status/1561510965878874114
[1] https://twitter.com/ImagineInternet/status/1560592664378183680
[1] https://www.nytimes.com/2022/08/31/technology/pew-misinformation-major-threat.html?smid=nytcore-ios-share&referringSource=articleShare
[1] https://journalqd.org/article/view/3617

Top URLs in Tweet in G2:
[1] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/
[1] https://twitter.com/i/spaces/1YqKDoPovgexV
[1] https://twitter.com/lrainie/status/1564698236069216259

Top URLs in Tweet in G3:
[4] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/

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

Top URLs in Tweet in G9:
[1] https://twitter.com/lrainie/status/1564698236069216259

Top Domains
Top Domains in Tweet in Entire Graph:
[15] pewresearch.org
[7] twitter.com
[1] nytimes.com
[1] journalqd.org

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

Top Domains in Tweet in G2:
[2] twitter.com
[1] pewresearch.org

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

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

Top Domains in Tweet in G9:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] cpd
[2] internetlibrarian
[2] cildc
[2] librarians
[2] socialmedia
[2] metaverse
[2] datacenters
[2] metavers
[1] intergenerational
[1] elders



Top Hashtags in Tweet in G1:
[2] socialmedia

Top Hashtags in Tweet in G2:
[2] internetlibrarian
[2] cildc
[2] librarians

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

Top Hashtags in Tweet in G8:
[1] intergenerational
[1] elders
[1] youth

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7] hype,hope
[7] hope,hell
[5] hell,maybe
[5] maybe,three
[5] three,experts
[5] experts,split
[5] split,evolution
[5] evolution,truly
[5] truly,immersive
[5] immersive,metaverse

Top Word Pairs in Tweet in G1:
[4] offensive,content
[3] over,past
[3] past,two
[3] two,years
[3] years,republicans
[3] republicans,democrats
[3] democrats,become
[3] become,increasingly
[3] increasingly,divided
[3] divided,priorities

Top Word Pairs in Tweet in G2:
[3] hype,hope
[3] hope,hell
[3] hell,maybe
[3] maybe,three
[3] three,experts
[3] experts,split
[3] split,evolution
[3] evolution,truly
[3] truly,immersive
[3] immersive,metaverse

Top Word Pairs in Tweet in G3:
[5] jannaq,lrainie
[2] #metaverse,need
[2] need,lot
[2] lot,#datacenters
[2] #datacenters,synonym
[2] synonym,hype
[2] hype,hope
[2] hope,hell
[2] hell,jannaq
[2] lrainie,asked

Top Word Pairs in Tweet in G6:
[3] another,confirmation
[3] confirmation,teens
[3] teens,social
[3] social,media
[3] media,experiences
[3] experiences,vary
[3] vary,key
[3] key,ways
[3] ways,leaning
[3] leaning,differences

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewresearch
@lrainie
@pewinternet
@jannaq
@facttank
@em_weinstein
@jdysart
@imagineinternet
@nytimes

Top Mentioned in G1:
@pewresearch
@pewinternet
@lrainie
@jannaq
@imagineinternet
@morgangames
@chris_bail
@colleenamcclain
@nytimes

Top Mentioned in G2:
@pewresearch
@lrainie
@facttank
@jdysart

Top Mentioned in G3:
@jannaq
@lrainie
@pewresearch
@gtechnia_cat

Top Mentioned in G4:
@goldsquad777
@lrainie
@sondreus
@neilsexton659

Top Mentioned in G5:
@carpediemsaving
@lrainie
@jlapuma
@ujwalthapa

Top Mentioned in G6:
@em_weinstein

Top Mentioned in G7:
@lrainie
@solidainetwork

Top Mentioned in G8:
@pewresearch
@uuofficeun

Top Tweeters
Top Tweeters in Entire Graph:
@nytimes
@pewresearch
@facttank
@adriennesmccord
@karranfinlay
@ujwalthapa
@spacevw
@nemtastic1
@pewinternet
@twirie12

Top Tweeters in G1:
@nytimes
@spacevw
@pewinternet
@twirie12
@lrainie
@ptbnonline
@morgangames
@chris_bail
@imagineinternet
@thevballdude

Top Tweeters in G2:
@pewresearch
@facttank
@nemtastic1
@sabram
@ianrosen
@davidwonderland
@penelop29486327
@eurikko_
@wearenew_public
@pewscience

Top Tweeters in G3:
@jannaq
@josepmapuigvert
@gtechnia_cat
@bbarcelonacons
@gtechnia_en
@gtechnia_es

Top Tweeters in G4:
@masonversluis
@neilsexton659
@sondreus
@goldsquad777
@jsourabh816

Top Tweeters in G5:
@ujwalthapa
@jlapuma
@perellolaurent
@kh28194897
@carpediemsaving

Top Tweeters in G6:
@karranfinlay
@mrtomocon
@em_weinstein

Top Tweeters in G7:
@drewpats
@crypto_calliope
@solidainetwork

Top Tweeters in G8:
@adriennesmccord
@uuofficeun

Top Tweeters in G9:
@ashiologist