lrainie, Twitter, 10/6/2022 2:18:06 AM, 282439


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lrainie_2022-10-05_19-14-56.xlsx
lrainie_2022-10-05_19-14-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 06, 2022
Short Description:
lrainie via NodeXL https://bit.ly/3V7sGrt
@lrainie
@rss_vijay
@beverhead57
@pewresearch
@pewinternet
@tobysworks
@hajiesmaeilis
@sequoia2001
@mtfaverio
@colleenamcclain

Top hashtags:
#metaverse
#mahsaamini
#مهسا_امینی
#vrforgood
#information
#libraries
#ar
#vr
#ai

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, 06 October 2022 at 02:14 UTC.

The requested start date was Thursday, 06 October 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 10-day, 10-hour, 1-minute period from Sunday, 25 September 2022 at 12:01 UTC to Wednesday, 05 October 2022 at 22:02 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 : 51
Edges With Duplicates : 90
Total Edges : 141
Number of Edge Types : 5
Replies to : 12
Mentions : 52
Retweet : 31
MentionsInRetweet : 43
Tweet : 3
Self-Loops : 3
Reciprocated Vertex Pair Ratio : 0.0789473684210526
Reciprocated Edge Ratio : 0.146341463414634
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 49
Maximum Edges in a Connected Component : 139
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.036621
Graph Density : 0.032156862745098
Modularity : 0.262198
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, 06 October 2022 at 02:14 UTC.

The requested start date was Thursday, 06 October 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 10-day, 10-hour, 1-minute period from Sunday, 25 September 2022 at 12:01 UTC to Wednesday, 05 October 2022 at 22:02 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:
[7] https://pewresearch.org/futureofthemetaverse
[4] https://www.pewresearch.org/fact-tank/2022/09/27/about-half-of-recent-online-daters-in-u-s-say-its-important-to-see-covid-19-vaccination-status-on-profiles/
[3] https://www.pewresearch.org/fact-tank/2022/10/05/more-americans-are-joining-the-cashless-economy/
[2] https://twitter.com/lrainie/status/1577691782753783809
[2] https://twitter.com/lrainie/status/1577691240199593987
[2] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://www.youtube.com/watch?v=6q8tcrS5IFA

[1] https://www.youtube.com/watch?v=SbHLch2CvwU

[1] https://www.youtube.com/watch?v=EyKAvJKJ3uw

[1] https://www.youtube.com/watch?v=8LdxT3KpbTo&feature=youtu.be


Top URLs in Tweet in G1:
[7] https://pewresearch.org/futureofthemetaverse
[4] https://www.pewresearch.org/fact-tank/2022/09/27/about-half-of-recent-online-daters-in-u-s-say-its-important-to-see-covid-19-vaccination-status-on-profiles/
[3] https://www.pewresearch.org/fact-tank/2022/10/05/more-americans-are-joining-the-cashless-economy/
[2] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://www.youtube.com/watch?v=jz84NoaIVro

[1] https://www.youtube.com/watch?v=YwvIH65x1eE

[1] https://www.youtube.com/watch?v=lW29a5QKyug

[1] https://www.youtube.com/watch?v=8LdxT3KpbTo&feature=youtu.be

[1] https://www.youtube.com/watch?v=EyKAvJKJ3uw

[1] https://www.youtube.com/watch?v=SbHLch2CvwU


Top URLs in Tweet in G2:
[1] https://twitter.com/lrainie/status/1577691240199593987

Top URLs in Tweet in G4:
[2] https://twitter.com/lrainie/status/1577691782753783809

Top URLs in Tweet in G6:
[1] https://twitter.com/lrainie/status/1574021400129687552
[1] https://twitter.com/lrainie/status/1577691240199593987

Top Domains
Top Domains in Tweet in Entire Graph:
[16] pewresearch.org
[7] youtube.com
[6] twitter.com

Top Domains in Tweet in G1:
[16] pewresearch.org
[7] youtube.com
[1] twitter.com

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] metaverse
[1] mahsaamini
[1] مهسا_امینی
[1] vrforgood
[1] information
[1] libraries
[1] ar
[1] vr
[1] ai
[1] internetlibrarian



Top Hashtags in Tweet in G1:
[1] information
[1] libraries
[1] ar
[1] vr
[1] metaverse
[1] ai
[1] internetlibrarian
[1] cildc

Top Hashtags in Tweet in G3:
[1] mahsaamini
[1] مهسا_امینی

Top Hashtags in Tweet in G6:
[1] vrforgood
[1] metaverse

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14] lrainie,more
[14] more,americans
[14] americans,joining
[14] joining,cashless
[14] cashless,economy
[14] typical,week
[14] vaccination,status
[13] importance,seeing
[11] economy,pewresearch
[11] pewresearch,findings

Top Word Pairs in Tweet in G1:
[11] vaccination,status
[10] importance,seeing
[9] covid,19
[8] used,dating
[8] dating,sites
[8] sites,apps
[8] apps,past
[8] past,year
[8] 19,vaccination
[7] recent,pewresearch

Top Word Pairs in Tweet in G2:
[11] lrainie,more
[10] more,americans
[10] americans,joining
[10] joining,cashless
[10] cashless,economy
[10] economy,pewresearch
[10] pewresearch,findings
[10] findings,today
[10] today,41
[10] 41,adults

Top Word Pairs in Tweet in G4:
[3] more,americans
[3] americans,joining
[3] joining,cashless
[3] cashless,economy
[3] economy,mtfaverio
[3] mtfaverio,pewinternet
[2] importance,seeing
[2] vaccination,status
[2] colleenamcclain,more

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@pewinternet
@mtfaverio
@imagineinternet
@colleenamcclain
@docdre
@jannaq
@tobysworks
@louisbrosenberg

Top Mentioned in G1:
@lrainie
@pewresearch
@pewinternet
@imagineinternet
@avibarzeev
@lazygate
@louisbrosenberg
@tobysworks
@mtfaverio
@colleenamcclain

Top Mentioned in G2:
@pewresearch
@lrainie

Top Mentioned in G3:
@pewresearch
@tobysworks
@avibarzeev
@kellybates_bos
@docdre
@lazygate
@louisbrosenberg
@lrainie
@jannaq
@pewinternet

Top Mentioned in G4:
@mtfaverio
@pewinternet
@lrainie
@colleenamcclain

Top Mentioned in G5:
@lrainie
@6cior
@fqiryeji

Top Tweeters
Top Tweeters in Entire Graph:
@jjj5819
@shayne571
@sequoia2001
@docdre
@snowflakesnark
@rhianna
@pandemic_times
@vrvalicento
@asafsaj
@qhardy

Top Tweeters in G1:
@snowflakesnark
@pandemic_times
@qhardy
@notiflorida
@roque_coral
@altonmann
@bwgorham
@wluk_sh
@lrainie
@sethusathya

Top Tweeters in G2:
@shayne571
@sequoia2001
@rhianna
@vrvalicento
@asafsaj
@pewresearch
@policynscience
@oracleofwallst
@davidjdeal
@juengerjoann

Top Tweeters in G3:
@docdre
@avibarzeev
@jannaq
@lazygate
@beverhead57
@hajiesmaeilis
@tobysworks
@louisbrosenberg
@kellybates_bos

Top Tweeters in G4:
@jjj5819
@pewinternet
@colleenamcclain
@mtfaverio

Top Tweeters in G5:
@fqiryeji
@6cior
@trade_gio
@rss_vijay

Top Tweeters in G6:
@ladycie
@andyopel