lrainie, Twitter, 2/25/2021 3:57:52 AM, 249558


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lrainie_2021-02-24_19-42-12.xlsx
lrainie_2021-02-24_19-42-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 25, 2021
Short Description:
lrainie via NodeXL https://bit.ly/3qT5EW0
@lrainie
@imagineinternet
@pewresearch
@pewinternet
@jeff_skrentner
@perfctlygoodink
@colleenamcclain
@jannaq
@carrolldoherty
@jamesgross

Top hashtags:
#socialmedia
#rusci
#rutgers
#netfutures
#bitcoin
#btc
#covid
#hcldr

Description:
Description
The graph represents a network of 144 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, 25 February 2021 at 03:42 UTC.

The requested start date was Thursday, 25 February 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 8-day, 3-hour, 53-minute period from Friday, 12 February 2021 at 12:37 UTC to Saturday, 20 February 2021 at 16:30 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 : 144
Unique Edges : 143
Edges With Duplicates : 391
Total Edges : 534
Number of Edge Types : 5
Retweet : 133
MentionsInRetweet : 199
Mentions : 157
Replies to : 15
Tweet : 30
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0.0570175438596491
Reciprocated Edge Ratio : 0.107883817427386
Connected Components : 12
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 132
Maximum Edges in a Connected Component : 523
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.170318
Graph Density : 0.0117035742035742
Modularity : 0.27432
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 144 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, 25 February 2021 at 03:42 UTC.

The requested start date was Thursday, 25 February 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 8-day, 3-hour, 53-minute period from Friday, 12 February 2021 at 12:37 UTC to Saturday, 20 February 2021 at 16:30 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:
[25] https://www.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/
[13] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/#most-online-harassment-targets-say-their-most-recent-experience-occurred-on-social-media
[6] https://www.elon.edu/u/imagining/surveys/xii-2021/post-covid-new-normal-2025/
[6] https://twitter.com/lrainie/status/1362430306712707074
[5] https://twitter.com/lrainie/status/1362397798986047489
[3] https://www.pewresearch.org/fact-tank/2021/02/16/online-harassment-occurs-most-often-on-social-media-but-strikes-in-other-places-too/
[3] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/
[2] https://www.pewresearch.org/internet/
[2] https://twitter.com/lrainie/status/1362428825385238538
[2] https://twitter.com/lrainie/status/1362537883379335182

Top URLs in Tweet in G1:
[24] https://www.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/
[12] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/#most-online-harassment-targets-say-their-most-recent-experience-occurred-on-social-media
[3] https://www.pewresearch.org/fact-tank/2021/02/16/online-harassment-occurs-most-often-on-social-media-but-strikes-in-other-places-too/
[2] https://www.pewresearch.org/fact-tank/2020/08/19/55-of-u-s-social-media-users-say-they-are-worn-out-by-political-posts-and-discussions/
[2] https://www.pewresearch.org/fact-tank/2020/09/24/54-of-americans-say-social-media-companies-shouldnt-allow-any-political-ads/
[2] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/
[2] https://www.pewresearch.org/fact-tank/2021/02/16/10-new-findings-about-faith-among-black-americans/
[2] https://www.pewresearch.org/internet/
[1] https://www.pewresearch.org/fact-tank/2020/07/22/most-americans-say-social-media-companies-have-too-much-power-influence-in-politics/
[1] https://www.pewresearch.org/internet/2021/02/18/1-emerging-change/

Top URLs in Tweet in G2:
[6] https://www.elon.edu/u/imagining/surveys/xii-2021/post-covid-new-normal-2025/
[1] https://twitter.com/lrainie/status/1362459714727116802
[1] https://www.elon.edu/u/imagining/digital_life_2020_nr/
[1] https://twitter.com/lrainie/status/1362464815080484865
[1] https://www.pewresearch.org/internet/2021/02/10/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/
[1] https://twitter.com/lrainie/status/1362537883379335182
[1] https://www.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/
[1] https://twitter.com/lrainie/status/1362430306712707074

Top URLs in Tweet in G3:
[3] https://twitter.com/lrainie/status/1362397798986047489
[1] https://pewrsr.ch/371fldc
[1] https://pewrsr.ch/2Z7b4jU
[1] https://www.pewresearch.org/fact-tank/2020/04/20/u-s-newsroom-employment-has-dropped-by-a-quarter-since-2008/?utm_content=buffere4bde&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://pewrsr.ch/3rFlaVs
[1] https://pewrsr.ch/3tVbVSM
[1] https://pewrsr.ch/3dq5K3C
[1] https://pewrsr.ch/37q1Yn4
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/#most-online-harassment-targets-say-their-most-recent-experience-occurred-on-social-media
[1] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/

Top URLs in Tweet in G4:
[3] https://twitter.com/lrainie/status/1362430306712707074
[2] https://twitter.com/lrainie/status/1362428825385238538
[1] https://twitter.com/lrainie/status/1361760600574066689
[1] https://twitter.com/lrainie/status/1362397798986047489
[1] https://twitter.com/lrainie/status/1362537883379335182
[1] https://twitter.com/lrainie/status/1362451967008735236
[1] https://twitter.com/lrainie/status/1362431381708681218

Top URLs in Tweet in G5:
[1] https://twitter.com/ImagineInternet/status/1362415700438966279
[1] https://twitter.com/lrainie/status/1362430306712707074

Top URLs in Tweet in G6:
[1] https://pewrsr.ch/3ieshkd
[1] http://www.pewresearch.org/?post_type=fact-tank&p=304745
[1] https://twitter.com/gelliottmorris/status/1359590374721789953
[1] https://www.nytimes.com/1994/11/03/us/the-1994-campaign-broadcaster-election-jitters-in-limbaughland.html
[1] https://www.pewresearch.org/science/2020/06/23/two-thirds-of-americans-think-government-should-do-more-on-climate/
[1] https://www.people-press.org/2020/06/30/publics-mood-turns-grim-trump-trails-biden-on-most-personal-traits-major-issues/

Top URLs in Tweet in G7:
[1] https://twitter.com/lrainie/status/1362397798986047489

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] socialmedia
[1] rusci
[1] rutgers
[1] netfutures
[1] bitcoin
[1] btc
[1] covid
[1] hcldr
[1] nursetwitter



Top Hashtags in Tweet in G1:
[2] socialmedia

Top Hashtags in Tweet in G2:
[1] rusci
[1] rutgers
[1] netfutures
[1] bitcoin
[1] btc

Top Hashtags in Tweet in G3:
[1] hcldr
[1] nursetwitter

Top Hashtags in Tweet in G7:
[1] covid

Top Words
Top Words in Tweet in Entire Graph:
[114] lrainie
[90] 2025
[79] tech
[76] social
[67] experts
[53] imagineinternet
[52] pewresearch
[48] report
[45] pewinternet
[38] changes

Top Words in Tweet in G1:
[66] lrainie
[58] social
[56] 2025
[52] tech
[42] experts
[32] online
[31] imagineinternet
[31] media
[30] pewresearch
[28] report

Top Words in Tweet in G2:
[24] lrainie
[22] 2025
[21] pewinternet
[20] imagineinternet
[19] tech
[17] report
[16] experts
[14] normal
[10] digital
[10] life

Top Words in Tweet in G3:
[17] lrainie
[16] pewresearch
[6] more
[6] social
[6] media
[5] 2025
[4] americans
[4] online
[4] harassment
[4] dhmontgomery

Top Words in Tweet in G4:
[2] normal
[2] pandemic
[2] more

Top Words in Tweet in G5:
[7] lrainie
[6] experts
[6] 2025
[4] covid
[4] 19
[4] tech
[3] changes
[3] social
[3] jannaq
[3] digital

Top Words in Tweet in G6:
[4] more
[3] last
[3] adults
[3] republicans
[2] trump
[2] conservative
[2] many
[2] polarized
[2] year
[2] democrats

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[38] pewinternet,imagineinternet
[37] social,media
[36] imagineinternet,report
[32] tech,experts
[31] covid,19
[27] megatrends,experts
[27] experts,shaping
[27] shaping,lives
[27] lives,2025
[27] 2025,covid

Top Word Pairs in Tweet in G1:
[31] social,media
[22] covid,19
[22] pewinternet,imagineinternet
[21] megatrends,experts
[21] experts,shaping
[21] shaping,lives
[21] lives,2025
[21] 2025,covid
[21] 19,tech
[21] tech,changes

Top Word Pairs in Tweet in G2:
[15] pewinternet,imagineinternet
[14] imagineinternet,report
[11] tech,experts
[9] lrainie,pewinternet
[7] normal,2025
[6] tele,everything
[6] normal,look
[5] pewinternet,team
[5] team,normal
[5] look,canvassing

Top Word Pairs in Tweet in G3:
[5] social,media
[4] lrainie,dhmontgomery
[4] dhmontgomery,pewresearch
[3] online,harassment
[3] impressive,project
[3] project,always
[3] always,proud
[3] proud,contribute
[3] contribute,pewresearch
[2] normal,2025

Top Word Pairs in Tweet in G5:
[4] covid,19
[2] lrainie,megatrends
[2] megatrends,experts
[2] experts,shaping
[2] shaping,lives
[2] lives,2025
[2] 2025,covid
[2] 19,tech
[2] tech,changes
[2] changes,social

Top Word Pairs in Tweet in G6:
[2] more,polarized
[2] last,year

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@imagineinternet
@pewresearch
@pewinternet
@facttank
@barrychudakov
@jilliancyork
@carrolldoherty
@jannaq
@colleenamcclain

Top Mentioned in G1:
@lrainie
@imagineinternet
@pewresearch
@pewinternet
@facttank
@carrolldoherty
@johngramlich
@larry_irving
@amywebb
@davidbrin

Top Mentioned in G2:
@pewinternet
@imagineinternet
@lrainie
@colleenamcclain
@pewresearch
@barrychudakov
@marychayko
@rutgerscomminfo
@ruhonorscollnb
@zephoria

Top Mentioned in G3:
@pewresearch
@lrainie
@dhmontgomery
@jilliancyork
@washingtonpost
@nytimes
@theatlantic
@pewinternet
@imagineinternet
@barrychudakov

Top Mentioned in G5:
@lrainie
@jannaq
@pewresearch
@pewinternet
@elonuniversity
@imagineinternet
@setlinger

Top Mentioned in G6:
@axios
@margarettalev

Top Mentioned in G7:
@scrwa

Top Tweeters
Top Tweeters in Entire Graph:
@ollieglanvill
@nytimes
@washingtonpost
@peternimmo1
@goaudax
@johnlaprise
@paxxman
@jilliancyork
@theatlantic
@zeldaagabriel

Top Tweeters in G1:
@ollieglanvill
@peternimmo1
@goaudax
@johnlaprise
@paxxman
@blainehashimoto
@allenac009
@sydalexmom
@luke_stark
@lawriterag

Top Tweeters in G2:
@chrisboese
@thesiliconhill
@mikenelson
@rutgerscomminfo
@eff
@de_kosnik
@johngmcnutt
@pewinternet
@thanas_goga
@davidbrin

Top Tweeters in G3:
@nytimes
@washingtonpost
@jilliancyork
@theatlantic
@dhmontgomery
@soundmigration
@pewresearch
@underoak
@aschrock
@jane_steranko

Top Tweeters in G4:
@zeldaagabriel
@pandemic_times
@ariefr
@lange_ryan
@prddc_tweets
@giano
@anantopratikno_
@mrpatulski
@lastrealhumans
@mremez

Top Tweeters in G5:
@elonuniversity
@chip_roberson
@setlinger
@jannaq
@hoytbunnusa

Top Tweeters in G6:
@axios
@carrolldoherty
@margarettalev

Top Tweeters in G7:
@waterpio
@scrwa