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lrainie_2022-01-26_19-42-12.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 27, 2022
Short Description:
lrainie via NodeXL https://bit.ly/3GbMqSs
@lrainie
@kmmunger
@wilbertnamanya
@susannahfox
@isambanchoart
@be4ngos
@michaeldimock
@pewresearch
@hadlyclark
@carlmalamud

Top hashtags:
#socialmedia
#wesgov214
#jrm327

Description:
Description
The graph represents a network of 119 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, 27 January 2022 at 03:42 UTC.

The requested start date was Thursday, 27 January 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, 20-hour, 40-minute period from Thursday, 13 January 2022 at 18:38 UTC to Wednesday, 26 January 2022 at 15:18 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 : 119
Unique Edges : 49
Edges With Duplicates : 184
Total Edges : 233
Number of Edge Types : 5
MentionsInRetweet : 97
Replies to : 4
Mentions : 27
Retweet : 86
Tweet : 19
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.0172413793103448
Reciprocated Edge Ratio : 0.0338983050847458
Connected Components : 16
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 101
Maximum Edges in a Connected Component : 214
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.185526
Graph Density : 0.00840336134453781
Modularity : 0.41741
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 119 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, 27 January 2022 at 03:42 UTC.

The requested start date was Thursday, 27 January 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, 20-hour, 40-minute period from Thursday, 13 January 2022 at 18:38 UTC to Wednesday, 26 January 2022 at 15:18 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:
[14] https://twitter.com/lrainie/status/1481700336851165185
[4] https://www.pewresearch.org/fact-tank/2022/01/13/share-of-those-65-and-older-who-are-tech-users-has-grown-in-the-past-decade/
[1] https://www.pewresearch.org/internet/?p=23310
[1] https://twitter.com/lrainie/status/1482692643138289674
[1] https://pewtrusts.wd5.myworkdayjobs.com/CenterExternal
[1] https://historycoalition.org/2022/01/12/archivist-of-the-us-david-ferriero-announces-retirement/
[1] https://www.pewresearch.org/internet/fact-sheet/internet-broadband/
[1] https://twitter.com/pewinternet/status/1481680945161719813
[1] https://www.pewresearch.org/politics/2021/04/22/republicans-and-democrats-move-further-apart-in-views-of-voting-access/
[1] https://www.pewresearch.org/internet/2020/06/30/power-dynamics-play-a-key-role-in-problems-and-innovation/

Top URLs in Tweet in G1:
[1] https://twitter.com/lrainie/status/1481700336851165185

Top URLs in Tweet in G2:
[4] https://www.pewresearch.org/fact-tank/2022/01/13/share-of-those-65-and-older-who-are-tech-users-has-grown-in-the-past-decade/
[1] https://pewrsr.ch/33boMrM
[1] https://www.pewresearch.org/fact-tank/2022/01/14/some-gender-disparities-widened-in-the-u-s-workforce-during-the-pandemic/
[1] https://www.pewresearch.org/internet/fact-sheet/internet-broadband/
[1] https://twitter.com/pewinternet/status/1481680945161719813
[1] https://pewtrusts.wd5.myworkdayjobs.com/CenterExternal
[1] https://www.pewresearch.org/politics/2021/04/22/republicans-and-democrats-move-further-apart-in-views-of-voting-access/
[1] https://twitter.com/lrainie/status/1481700336851165185

Top URLs in Tweet in G3:
[9] https://twitter.com/lrainie/status/1481700336851165185
[1] https://twitter.com/lrainie/status/1481697275793620996
[1] https://twitter.com/lrainie/status/1481699376321990663
[1] https://twitter.com/lrainie/status/1482692643138289674

Top URLs in Tweet in G4:
[1] https://www.pewresearch.org/internet/?p=23310

Top URLs in Tweet in G6:
[1] https://historycoalition.org/2022/01/12/archivist-of-the-us-david-ferriero-announces-retirement/

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/internet/2020/06/30/power-dynamics-play-a-key-role-in-problems-and-innovation/

Top URLs in Tweet in G8:
[1] https://twitter.com/lrainie/status/1481700336851165185

Top URLs in Tweet in G9:
[1] https://twitter.com/lrainie/status/1481700336851165185

Top URLs in Tweet in G10:
[1] https://twitter.com/lrainie/status/1481700336851165185

Top Domains
Top Domains in Tweet in Entire Graph:
[18] twitter.com
[9] pewresearch.org
[1] myworkdayjobs.com
[1] historycoalition.org
[1] pewrsr.ch

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[7] pewresearch.org
[2] twitter.com
[1] pewrsr.ch
[1] myworkdayjobs.com

Top Domains in Tweet in G3:
[12] twitter.com

Top Domains in Tweet in G4:
[1] pewresearch.org

Top Domains in Tweet in G6:
[1] historycoalition.org

Top Domains in Tweet in G7:
[1] pewresearch.org

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

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

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] socialmedia
[1] wesgov214
[1] jrm327



Top Hashtags in Tweet in G1:
[1] socialmedia

Top Hashtags in Tweet in G2:
[31] socialmedia

Top Hashtags in Tweet in G3:
[1] jrm327
[1] wesgov214

Top Words
Top Words in Tweet in Entire Graph:
[100] media
[96] social
[82] those
[48] years
[47] misinformation
[44] become
[44] problem
[44] past
[44] few
[44] probably

Top Words in Tweet in G1:
[88] social
[88] media
[45] those
[44] misinformation
[44] become
[44] problem
[44] past
[44] few
[44] years
[44] probably

Top Words in Tweet in G2:
[37] those
[37] 65
[37] use
[36] older
[36] lrainie
[34] share
[33] 2010
[31] #socialmedia
[31] grew
[31] fourfold

Top Words in Tweet in G3:
[2] think
[2] use

Top Words in Tweet in G4:
[2] johnsharp
[2] jamanetworkopen
[2] jamanetwork
[2] jama
[2] findings
[2] consistent
[2] results
[2] 2019
[2] survey

Top Words in Tweet in G8:
[2] old
[2] people
[2] really
[2] getting
[2] social
[2] media
[2] explains
[2] lot
[2] growth
[2] misinformation

Top Words in Tweet in G9:
[2] demographics
[2] destiny
[2] content
[2] recommendation
[2] algorithm
[2] edition
[2] kind
[2] amusing
[2] thought
[2] way

Top Words in Tweet in G10:
[2] career

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[95] social,media
[44] misinformation,become
[44] become,problem
[44] problem,social
[44] media,past
[44] past,few
[44] few,years
[44] years,probably
[44] probably,those
[44] those,damn

Top Word Pairs in Tweet in G1:
[88] social,media
[44] misinformation,become
[44] become,problem
[44] problem,social
[44] media,past
[44] past,few
[44] few,years
[44] years,probably
[44] probably,those
[44] those,damn

Top Word Pairs in Tweet in G2:
[33] those,65
[33] 65,older
[31] share,those
[31] older,use
[31] use,#socialmedia
[31] #socialmedia,grew
[31] grew,fourfold
[31] fourfold,2010
[31] 2010,proportion
[31] proportion,users

Top Word Pairs in Tweet in G4:
[2] johnsharp,jamanetworkopen
[2] jamanetworkopen,jamanetwork
[2] jamanetwork,jama
[2] jama,findings
[2] findings,consistent
[2] consistent,results
[2] results,2019
[2] 2019,survey

Top Word Pairs in Tweet in G8:
[2] old,people
[2] people,really
[2] really,getting
[2] getting,social
[2] social,media
[2] media,explains
[2] explains,lot
[2] lot,growth
[2] growth,misinformation
[2] misinformation,recent

Top Word Pairs in Tweet in G9:
[2] demographics,destiny
[2] destiny,content
[2] content,recommendation
[2] recommendation,algorithm
[2] algorithm,edition
[2] edition,kind
[2] kind,amusing
[2] amusing,thought
[2] thought,way

Top Replied-To
Top Replied-To in Entire Graph:
@lrainie
@johnsharp
@nftworlda

Top Replied-To in G2:
@lrainie

Top Replied-To in G4:
@johnsharp

Top Replied-To in G5:
@nftworlda

Top Mentioned
Top Mentioned in Entire Graph:
@kmmunger
@lrainie
@pewresearch
@pewinternet
@jamanetworkopen
@jamanetwork
@dferriero
@johngramlich
@susannahfox
@johnsharp

Top Mentioned in G1:
@kmmunger
@lrainie

Top Mentioned in G2:
@lrainie
@pewresearch
@pewinternet
@johngramlich
@nathankalmoe
@carlmalamud
@dferriero
@michaeldimock
@katmatsa

Top Mentioned in G4:
@jamanetworkopen
@jamanetwork
@susannahfox
@johnsharp
@pewres
@pewresearch
@lrainie
@monicaranders

Top Mentioned in G5:
@kim6art
@nodejs
@lrainie
@nifty_nafty

Top Mentioned in G6:
@dferriero
@usnatarchives

Top Mentioned in G7:
@pewresearch
@emily_vogels
@lrainie
@jannaq

Top Mentioned in G8:
@decustecu

Top Mentioned in G9:
@rsbutner

Top Mentioned in G10:
@oprah

Top Tweeters
Top Tweeters in Entire Graph:
@ansisegle
@imnotowned
@razarumi
@tomdrabowicz
@benedictevans
@thesiliconhill
@dc2ca
@bmbaumgartner
@garrett_wollman
@grumpy_demo

Top Tweeters in G1:
@ansisegle
@benedictevans
@dc2ca
@bmbaumgartner
@garrett_wollman
@grumpy_demo
@brendannyhan
@futuristpaul
@traiandoc
@justmeanybody

Top Tweeters in G2:
@razarumi
@thesiliconhill
@pewresearch
@sociojen
@ypramudya
@creddingvye
@nathanallenwade
@ade_oshineye
@qimp3g
@nathankalmoe

Top Tweeters in G3:
@imnotowned
@alexyablon
@czuegner
@brace
@jakemgrumbach
@heikkisairanen
@dana_pull
@rpdotasha
@efranklinfowler
@stevekolowich

Top Tweeters in G4:
@susannahfox
@johnsharp
@jamanetwork
@jamanetworkopen
@monicaranders
@hadlyclark
@pewres

Top Tweeters in G5:
@nodejs
@nftworlda
@isambanchoart
@kim6art
@nifty_nafty

Top Tweeters in G6:
@carlmalamud
@usnatarchives
@dferriero

Top Tweeters in G7:
@be4ngos
@jannaq
@emily_vogels

Top Tweeters in G8:
@tomdrabowicz
@decustecu

Top Tweeters in G9:
@cchelberg
@rsbutner

Top Tweeters in G10:
@rfberry
@oprah