lrainie, Twitter, 3/4/2021 3:45:20 AM, 250055


FAQ | Problem?

lrainie_2021-03-03_19-42-12.xlsx
lrainie_2021-03-03_19-42-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2021
Short Description:
lrainie via NodeXL https://bit.ly/3sLRINT
@lrainie
@pewinternet
@imagineinternet
@mrdinosossi
@pewresearch
@jannaq
@carrolldoherty
@jamesgross
@jilliancyork
@chrisboese

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

Description:
Description
The graph represents a network of 111 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, 04 March 2021 at 03:42 UTC.

The requested start date was Thursday, 04 March 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 12-day, 7-hour, 35-minute period from Thursday, 18 February 2021 at 13:45 UTC to Tuesday, 02 March 2021 at 21:20 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 : 111
Unique Edges : 108
Edges With Duplicates : 288
Total Edges : 396
Number of Edge Types : 5
Retweet : 94
MentionsInRetweet : 140
Mentions : 131
Tweet : 23
Replies to : 8
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0.0792682926829268
Reciprocated Edge Ratio : 0.146892655367232
Connected Components : 11
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 100
Maximum Edges in a Connected Component : 386
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.232498
Graph Density : 0.0144963144963145
Modularity : 0.243494
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 111 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, 04 March 2021 at 03:42 UTC.

The requested start date was Thursday, 04 March 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 12-day, 7-hour, 35-minute period from Thursday, 18 February 2021 at 13:45 UTC to Tuesday, 02 March 2021 at 21:20 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/
[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
[2] 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/?utm_content=bufferd0c7c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.pewresearch.org/internet/
[2] https://www.pewresearch.org/methods/2021/03/02/what-2020s-election-poll-errors-tell-us-about-the-accuracy-of-issue-polling/
[2] https://twitter.com/lrainie/status/1362428825385238538
[2] https://twitter.com/lrainie/status/1362537883379335182
[1] https://buff.ly/3uMQt2X

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/
[2] https://www.pewresearch.org/internet/
[1] https://www.pewresearch.org/internet/2021/02/18/1-emerging-change/
[1] https://www.pewresearch.org/internet/2021/02/18/2-worries-about-life-in-2025/
[1] https://twitter.com/MikeNelson/status/1362937332219977730
[1] https://www.pewresearch.org/methods/2021/03/02/what-2020s-election-poll-errors-tell-us-about-the-accuracy-of-issue-polling/
[1] https://twitter.com/ImagineInternet/status/1362430930519027713
[1] https://twitter.com/ImagineInternet/status/1362503152273154055
[1] https://twitter.com/ImagineInternet/status/1362229374372573187
[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/?utm_content=bufferd0c7c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[1] https://twitter.com/lrainie/status/1362459714727116802
[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:
[6] https://www.elon.edu/u/imagining/surveys/xii-2021/post-covid-new-normal-2025/
[1] https://www.elon.edu/u/imagining/digital_life_2020_nr/

Top URLs in Tweet in G4:
[3] https://twitter.com/lrainie/status/1362397798986047489
[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/?utm_content=bufferd0c7c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.monthlybarometer.com/r/weekly-selection-26-february-2021/18698?utm_content=buffer645b2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://pewrsr.ch/3tVbVSM
[1] https://pewrsr.ch/3dq5K3C
[1] https://pewrsr.ch/37q1Yn4
[1] https://pewrsr.ch/2MmRRYP
[1] https://twitter.com/ImagineInternet/status/1362415700438966279
[1] https://twitter.com/lrainie/status/1362430306712707074

Top URLs in Tweet in G5:
[3] https://twitter.com/lrainie/status/1362430306712707074
[2] https://twitter.com/lrainie/status/1362428825385238538
[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 G6:
[1] https://buff.ly/3uMQt2X
[1] https://www.pewresearch.org/methods/2021/03/02/what-2020s-election-poll-errors-tell-us-about-the-accuracy-of-issue-polling/

Top URLs in Tweet in G8:
[1] https://pewrsr.ch/3ieshkd
[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/
[1] https://pewrsr.ch/2HwnDNX

Top URLs in Tweet in G9:
[1] https://twitter.com/lrainie/status/1362397798986047489

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



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

Top Hashtags in Tweet in G4:
[1] articleoftheweek
[1] hcldr
[1] nursetwitter

Top Hashtags in Tweet in G7:
[1] bitcoin
[1] btc

Top Hashtags in Tweet in G9:
[1] covid

Top Words
Top Words in Tweet in Entire Graph:
[91] 2025
[80] tech
[74] lrainie
[68] experts
[53] imagineinternet
[48] report
[45] pewinternet
[41] social
[39] changes
[33] life

Top Words in Tweet in G1:
[57] 2025
[53] tech
[43] experts
[39] lrainie
[31] imagineinternet
[29] social
[28] report
[27] changes
[23] lives
[23] covid

Top Words in Tweet in G2:
[15] pewinternet
[11] tech
[10] lrainie
[10] experts
[9] imagineinternet
[7] normal
[7] look
[7] 2025
[6] report
[6] tele

Top Words in Tweet in G3:
[12] 2025
[9] lrainie
[8] report
[8] digital
[8] tech
[7] imagineinternet
[7] read
[6] experts
[6] life
[5] social

Top Words in Tweet in G4:
[11] lrainie
[11] 2025
[9] experts
[7] pewresearch
[7] tech
[5] life
[5] covid
[5] 19
[4] more
[4] changes

Top Words in Tweet in G5:
[2] normal
[2] pandemic
[2] more

Top Words in Tweet in G6:
[2] pewmethods
[2] impact
[2] polling

Top Words in Tweet in G7:
[4] lrainie
[4] pewinternet
[4] imagineinternet
[4] barrychudakov
[3] report
[3] normal
[3] 2025
[3] wide
[3] ranging
[3] insights

Top Words in Tweet in G8:
[3] last
[3] adults
[3] republicans
[2] trump
[2] conservative
[2] political
[2] many
[2] more
[2] year
[2] democrats

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[38] pewinternet,imagineinternet
[36] imagineinternet,report
[32] tech,experts
[32] covid,19
[28] megatrends,experts
[28] experts,shaping
[28] shaping,lives
[28] lives,2025
[28] 2025,covid
[28] 19,tech

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

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

Top Word Pairs in Tweet in G3:
[6] imagineinternet,report
[4] digital,normal
[4] tech,experts
[4] between,2025
[3] pewresearch,imagineinternet
[3] normal,2025
[3] read,more
[2] report,digital
[2] lrainie,things
[2] things,give

Top Word Pairs in Tweet in G4:
[5] covid,19
[3] life,2025
[3] tech,experts
[3] lrainie,megatrends
[3] megatrends,experts
[3] experts,shaping
[3] shaping,lives
[3] lives,2025
[3] 2025,covid
[3] 19,tech

Top Word Pairs in Tweet in G7:
[4] pewinternet,imagineinternet
[3] lrainie,pewinternet
[3] imagineinternet,report
[3] report,normal
[3] normal,2025
[3] 2025,wide
[3] wide,ranging
[3] ranging,insights
[3] insights,barrychudakov
[3] barrychudakov,cover

Top Word Pairs in Tweet in G8:
[2] last,year

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

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

Top Mentioned in G2:
@pewinternet
@imagineinternet
@lrainie
@colleenamcclain
@marychayko
@rutgerscomminfo
@ruhonorscollnb
@jannaq
@marjorysb

Top Mentioned in G3:
@lrainie
@imagineinternet
@pewresearch
@pewinternet
@zephoria
@chrisboese
@eff
@jilliancyork
@vgcerf
@scrawford

Top Mentioned in G4:
@lrainie
@pewresearch
@jannaq
@pewinternet
@imagineinternet
@jilliancyork
@emily_vogels
@barrychudakov
@elonuniversity
@setlinger

Top Mentioned in G6:
@pewmethods
@pollcat
@nhatley
@arnoldlcl
@lrainie

Top Mentioned in G7:
@pewinternet
@imagineinternet
@barrychudakov
@lrainie
@pewresearch

Top Mentioned in G8:
@axios
@margarettalev

Top Mentioned in G9:
@scrwa

Top Tweeters
Top Tweeters in Entire Graph:
@peternimmo1
@paxxman
@jilliancyork
@chrisboese
@pandemic_times
@thesiliconhill
@soundmigration
@pewresearch
@axios
@underoak

Top Tweeters in G1:
@peternimmo1
@paxxman
@luke_stark
@lawriterag
@larry_irving
@smalljones
@facttank
@hooperamyk
@shava23
@amywebb

Top Tweeters in G2:
@mikenelson
@rutgerscomminfo
@pewinternet
@thanas_goga
@marychayko
@melaniesill
@greglinden
@susankwalker
@marjorysb
@ruhonorscollnb

Top Tweeters in G3:
@chrisboese
@eff
@de_kosnik
@davidbrin
@harvard_law
@cjcolclough
@jamesgross
@calnewmedia
@zephoria
@scrawford

Top Tweeters in G4:
@jilliancyork
@soundmigration
@pewresearch
@underoak
@elonuniversity
@pamressler
@chip_roberson
@setlinger
@jannaq
@hoytbunnusa

Top Tweeters in G5:
@pandemic_times
@ariefr
@lange_ryan
@prddc_tweets
@giano
@anantopratikno_
@mrpatulski
@lastrealhumans
@mremez

Top Tweeters in G6:
@mrdinosossi
@ruthigielnik
@pewmethods
@nhatley
@arnoldlcl
@pollcat

Top Tweeters in G7:
@thesiliconhill
@johngmcnutt
@johndspacefella
@barrychudakov

Top Tweeters in G8:
@axios
@carrolldoherty
@margarettalev

Top Tweeters in G9:
@waterpio
@scrwa