lrainie, Twitter, 12/9/2021 3:45:12 AM, 267970


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lrainie_2021-12-08_19-42-12.xlsx
lrainie_2021-12-08_19-42-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 09, 2021
Short Description:
lrainie via NodeXL https://bit.ly/3oAZHy8
@lrainie
@pewresearch
@maryfurlong
@iftf
@friedenlinks
@frieden_jinjoo
@imagineinternet
@thesiliconhill
@forthutility
@maureenatbarry

Top hashtags:
#democracy
#frieden
#afghanistan
#internetaccess
#digitalinlusion

Description:
Description
The graph represents a network of 27 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, 09 December 2021 at 03:42 UTC.

The requested start date was Thursday, 09 December 2021 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 4-day, 20-hour, 41-minute period from Saturday, 27 November 2021 at 19:19 UTC to Thursday, 02 December 2021 at 16:00 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 : 27
Unique Edges : 31
Edges With Duplicates : 88
Total Edges : 119
Number of Edge Types : 5
Retweet : 16
MentionsInRetweet : 33
Mentions : 56
Tweet : 10
Replies to : 4
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0227272727272727
Reciprocated Edge Ratio : 0.0444444444444444
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 26
Maximum Edges in a Connected Component : 118
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.3161
Graph Density : 0.0641025641025641
Modularity : 0.212061
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 27 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, 09 December 2021 at 03:42 UTC.

The requested start date was Thursday, 09 December 2021 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 4-day, 20-hour, 41-minute period from Saturday, 27 November 2021 at 19:19 UTC to Thursday, 02 December 2021 at 16:00 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:
[12] https://www.pewresearch.org/internet/2021/11/22/public-digital-spaces-will-be-improved-tech-can-be-fixed-governments-and-corporations-can-reorient-incentives-and-people-can-band-together-to-work-for-reform/
[3] https://www.pewresearch.org/internet/2021/11/22/large-improvement-of-digital-spaces-is-unlikely-by-2035-human-frailties-will-remain-the-same-corporations-governments-and-the-public-will-not-be-able-to-make-reforms/
[3] https://www.pewresearch.org/internet/2021/11/22/the-future-of-digital-spaces-and-their-role-in-democracy
[1] https://www.pewresearch.org/politics/quiz/political-typology/?utm_source=Pew+Research+Center&utm_campaign=ca239b5d1c-Weekly_2021_12_04&utm_medium=email&utm_term=0_3e953b9b70-ca239b5d1c-399761937
[1] https://twitter.com/ImagineInternet/status/1463234647568093184
[1] https://twitter.com/lrainie/status/1463147283768352771?s=20
[1] https://twitter.com/lrainie/status/1464932082552037378
[1] https://twitter.com/lrainie/status/1464932082379984899
[1] https://paper.li/frieden_jinjoo/1447395698?pub_id=7d760251-b0fd-4e58-8691-f3c806a3f646
[1] https://www.youtube.com/watch?v=KfKuF7p4S9w&feature=youtu.be


Top URLs in Tweet in G1:
[1] https://www.pewresearch.org/politics/quiz/political-typology/?utm_source=Pew+Research+Center&utm_campaign=ca239b5d1c-Weekly_2021_12_04&utm_medium=email&utm_term=0_3e953b9b70-ca239b5d1c-399761937
[1] https://pewrsr.ch/3rpEHfP
[1] https://pewrsr.ch/3HNeE7R
[1] https://pewrsr.ch/3DDT8jt
[1] https://pewrsr.ch/3xhEtIc
[1] https://pewrsr.ch/3CRqMkM
[1] https://www.pewresearch.org/global/2021/11/18/what-makes-life-meaningful-views-from-17-advanced-economies/
[1] https://twitter.com/lrainie/status/1463147283768352771?s=20
[1] https://www.youtube.com/watch?v=KfKuF7p4S9w&feature=youtu.be


Top URLs in Tweet in G2:
[12] https://www.pewresearch.org/internet/2021/11/22/public-digital-spaces-will-be-improved-tech-can-be-fixed-governments-and-corporations-can-reorient-incentives-and-people-can-band-together-to-work-for-reform/
[3] https://www.pewresearch.org/internet/2021/11/22/large-improvement-of-digital-spaces-is-unlikely-by-2035-human-frailties-will-remain-the-same-corporations-governments-and-the-public-will-not-be-able-to-make-reforms/
[3] https://www.pewresearch.org/internet/2021/11/22/the-future-of-digital-spaces-and-their-role-in-democracy
[1] https://twitter.com/ImagineInternet/status/1463249747024617484
[1] https://twitter.com/pewresearch/status/1465032747337064456
[1] https://twitter.com/ImagineInternet/status/1463234647568093184
[1] https://twitter.com/lrainie/status/1464932082552037378
[1] https://twitter.com/lrainie/status/1464932082379984899

Top URLs in Tweet in G4:
[1] https://paper.li/frieden_jinjoo/1447395698?pub_id=7d760251-b0fd-4e58-8691-f3c806a3f646

Top URLs in Tweet in G5:
[1] https://twitter.com/lrainie/status/1462860957756051463

Top URLs in Tweet in G6:
[1] https://twitter.com/lrainie/status/1464928056485683201

Top Domains
Top Domains in Tweet in Entire Graph:
[20] pewresearch.org
[8] twitter.com
[5] pewrsr.ch
[1] paper.li
[1] youtube.com

Top Domains in Tweet in G1:
[5] pewrsr.ch
[2] pewresearch.org
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G2:
[18] pewresearch.org
[5] twitter.com

Top Domains in Tweet in G4:
[1] paper.li

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] democracy
[1] frieden
[1] afghanistan
[1] internetaccess
[1] digitalinlusion
[1] digitaldemocracy
[1] openaccess
[1] munifiber
[1] digitalintelligence



Top Hashtags in Tweet in G1:
[1] internetaccess
[1] digitalinlusion
[1] digitaldemocracy
[1] openaccess
[1] munifiber

Top Hashtags in Tweet in G2:
[6] democracy

Top Hashtags in Tweet in G4:
[1] frieden
[1] afghanistan

Top Hashtags in Tweet in G5:
[1] digitalintelligence

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[26] imagineinternet,report
[25] digital,spaces
[14] pewinternet,imagineinternet
[12] pewresearch,imagineinternet
[11] future,digital
[11] public,digital
[10] report,reasons
[10] experts,think
[10] think,public
[9] lrainie,pewresearch

Top Word Pairs in Tweet in G1:
[10] digital,spaces
[9] pewresearch,imagineinternet
[9] public,digital
[8] lrainie,pewresearch
[8] imagineinternet,report
[8] report,reasons
[8] experts,think
[8] think,public
[5] reasons,experts
[5] spaces,impr

Top Word Pairs in Tweet in G2:
[18] imagineinternet,report
[15] digital,spaces
[14] pewinternet,imagineinternet
[11] future,digital
[4] see,experts
[4] spaces,role
[4] thanks,much
[4] report,future
[4] spaces,democracy
[3] spaces,improved

Top Word Pairs in Tweet in G5:
[2] tech,fixed
[2] fixed,governments
[2] governments,corporations
[2] corporations,reorient
[2] reorient,incentives
[2] incentives,people
[2] people,band
[2] band,together
[2] together,reform
[2] reform,read

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@imagineinternet
@pewresearch
@pewinternet
@lrainie
@821667ee19334fc
@iftf
@nathankalmoe
@zakkai
@loribitter
@businessofaging

Top Mentioned in G1:
@pewresearch
@lrainie
@imagineinternet
@thesiliconhill

Top Mentioned in G2:
@imagineinternet
@pewinternet
@pewresearch
@nathankalmoe
@zakkai

Top Mentioned in G3:
@loribitter
@businessofaging
@lrainie
@pewresearch
@aarp

Top Mentioned in G4:
@821667ee19334fc
@lrainie
@ekkehardlentz1
@friedenlinks

Top Mentioned in G5:
@iftf
@pewresearch
@mikeliebhold

Top Tweeters
Top Tweeters in Entire Graph:
@thesiliconhill
@elinsilveous
@pewresearch
@aarp
@smalljones
@nathankalmoe
@pewinternet
@iftf
@lrainie
@ekkehardlentz1

Top Tweeters in G1:
@thesiliconhill
@pewresearch
@nathankalmoe
@maureenatbarry
@ssouth
@rachseng
@imagineinternet
@forthutility
@jeffdime
@tobysworks

Top Tweeters in G2:
@pewinternet
@lrainie
@zakkai
@marjorysb

Top Tweeters in G3:
@aarp
@maryfurlong
@businessofaging
@loribitter

Top Tweeters in G4:
@ekkehardlentz1
@821667ee19334fc
@frieden_jinjoo
@friedenlinks

Top Tweeters in G5:
@elinsilveous
@iftf
@mikeliebhold

Top Tweeters in G6:
@smalljones


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