lrainie, Twitter, 3/31/2022 3:02:35 AM, 274009


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lrainie_2022-03-30_19-42-12.xlsx
lrainie_2022-03-30_19-42-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 31, 2022
Short Description:
lrainie via NodeXL https://bit.ly/3tSiCae
@lrainie
@pewresearch
@citicven
@teensday3
@lohnessfair
@c_deane
@walthickey
@afayitclhkasgf
@morningconsult
@fredkiesche

Top hashtags:
#artificialintelligence
#inteligenciaartificial
#algorithms
#ai
#ethicalai

Description:
Description
The graph represents a network of 91 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, 31 March 2022 at 02:42 UTC.

The requested start date was Thursday, 31 March 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 13-day, 5-hour, 53-minute period from Thursday, 17 March 2022 at 14:11 UTC to Wednesday, 30 March 2022 at 20:04 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 : 91
Unique Edges : 92
Edges With Duplicates : 164
Total Edges : 256
Number of Edge Types : 5
Mentions : 66
MentionsInRetweet : 98
Retweet : 68
Replies to : 11
Tweet : 13
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.0444444444444444
Reciprocated Edge Ratio : 0.0851063829787234
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 89
Maximum Edges in a Connected Component : 254
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.778493
Graph Density : 0.0172161172161172
Modularity : 0.36261
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 91 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, 31 March 2022 at 02:42 UTC.

The requested start date was Thursday, 31 March 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 13-day, 5-hour, 53-minute period from Thursday, 17 March 2022 at 14:11 UTC to Wednesday, 30 March 2022 at 20:04 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:
[10] https://www.pewresearch.org/internet/2022/03/17/how-americans-think-about-artificial-intelligence/
[9] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/
[5] https://www.pewresearch.org/internet/2022/03/17/mixed-views-about-social-media-companies-using-algorithms-to-find-false-information/
[2] https://www.pewresearch.org/politics/2022/03/15/public-expresses-mixed-views-of-u-s-response-to-russias-invasion-of-ukraine/?utm_content=buffer645db&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://pewrsr.ch/3icPAvA
[1] https://pewrsr.ch/3MXhycJ
[1] https://numlock.substack.com/p/numlock-news-march-18-2022-candy
[1] https://www.pewresearch.org/internet/?p=28033
[1] https://twitter.com/lrainie/status/1504486279265730566
[1] https://twitter.com/lrainie/status/1504481154186895367

Top URLs in Tweet in G1:
[7] https://www.pewresearch.org/internet/2022/03/17/how-americans-think-about-artificial-intelligence/
[7] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/
[5] https://www.pewresearch.org/internet/2022/03/17/mixed-views-about-social-media-companies-using-algorithms-to-find-false-information/
[2] https://www.pewresearch.org/politics/2022/03/15/public-expresses-mixed-views-of-u-s-response-to-russias-invasion-of-ukraine/?utm_content=buffer645db&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pewresearch.org/internet/2022/03/17/public-more-likely-to-see-facial-recognition-use-by-police-as-good-rather-than-bad-for-society/
[1] https://www.pewresearch.org/fact-tank/2022/03/16/5-facts-about-twitter-lurkers/?utm_content=buffera44a8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://pewrsr.ch/3tC2GZL
[1] https://pewrsr.ch/36jufhL
[1] https://pewrsr.ch/3ujwklO
[1] https://pewrsr.ch/3icPAvA

Top URLs in Tweet in G3:
[1] https://www.pewresearch.org/internet/?p=28033
[1] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/
[1] https://numlock.substack.com/p/numlock-news-march-18-2022-candy

Top URLs in Tweet in G4:
[1] https://www.pewresearch.org/internet/2022/03/17/how-americans-think-about-artificial-intelligence/
[1] https://pewrsr.ch/3MXhycJ
[1] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/

Top URLs in Tweet in G5:
[1] https://www.pewresearch.org/internet/2022/03/17/how-americans-think-about-artificial-intelligence/

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/internet/2022/03/17/how-americans-think-about-artificial-intelligence/

Top URLs in Tweet in G8:
[1] https://twitter.com/lrainie/status/1504464269752123397
[1] https://twitter.com/lrainie/status/1504486279265730566

Top Domains
Top Domains in Tweet in Entire Graph:
[29] pewresearch.org
[5] pewrsr.ch
[3] twitter.com
[1] substack.com

Top Domains in Tweet in G1:
[23] pewresearch.org
[4] pewrsr.ch
[1] twitter.com

Top Domains in Tweet in G3:
[2] pewresearch.org
[1] substack.com

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

Top Domains in Tweet in G5:
[1] pewresearch.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] artificialintelligence
[6] inteligenciaartificial
[4] algorithms
[3] ai
[2] ethicalai
[2] humanenhancement
[1] cilconnect
[1] scicomm
[1] biassifting
[1] brainimplants



Top Hashtags in Tweet in G1:
[6] artificialintelligence
[4] algorithms
[2] ai
[1] cilconnect
[1] facialrecognition
[1] driverlesscars
[1] brainimplants
[1] geneediting
[1] exoskeletons
[1] ethicalai

Top Hashtags in Tweet in G3:
[1] humanenhancement
[1] artificialintelligence
[1] scicomm

Top Hashtags in Tweet in G4:
[1] humanenhancement
[1] ethicalai
[1] ai

Top Hashtags in Tweet in G5:
[6] inteligenciaartificial

Top Words
Top Words in Tweet in Entire Graph:
[63] ai
[58] lrainie
[36] pewresearch
[35] americans
[31] use
[27] more
[26] people
[24] life
[22] concerned
[22] survey

Top Words in Tweet in G1:
[43] lrainie
[43] ai
[33] pewresearch
[31] americans
[29] use
[24] more
[23] life
[22] people
[22] survey
[15] increased

Top Words in Tweet in G2:
[2] projectpxn
[2] lrainie

Top Words in Tweet in G3:
[4] lrainie
[4] monicaranders
[3] numlock
[3] featuring
[3] excellent
[3] stories
[3] anemonanyc
[3] sarahzhang
[3] surveyfunk
[3] kyleorl

Top Words in Tweet in G4:
[10] ai
[9] excited
[9] concerned
[9] computer
[8] feel
[8] each
[8] following
[8] check
[8] extensive
[8] reporting

Top Words in Tweet in G5:
[6] pueden
[6] diseñadores
[6] #inteligenciaartificial
[6] crear
[6] programas
[6] tomen
[6] decisiones
[6] justas
[6] consistentemente
[6] situaciones

Top Words in Tweet in G6:
[5] ai
[5] lrainie
[4] health
[4] care
[4] legal
[4] services
[4] sweeping
[4] society
[4] recent
[4] report

Top Words in Tweet in G7:
[2] go

Top Words in Tweet in G8:
[4] ai
[2] still

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] pewresearch,survey
[17] use,ai
[16] increased,use
[16] ai,daily
[16] daily,life
[12] excited,concerned
[10] concerned,feel
[10] feel,computer
[10] computer,ai
[10] ai,each

Top Word Pairs in Tweet in G1:
[18] pewresearch,survey
[15] increased,use
[15] use,ai
[15] ai,daily
[15] daily,life
[9] makes,americans
[9] americans,more
[9] lrainie,pewresearch
[7] more,concerned
[7] concerned,excited

Top Word Pairs in Tweet in G3:
[3] numlock,featuring
[3] featuring,excellent
[3] excellent,stories
[3] stories,anemonanyc
[3] anemonanyc,monicaranders
[3] monicaranders,lrainie
[3] lrainie,sarahzhang
[3] sarahzhang,surveyfunk
[3] surveyfunk,kyleorl
[2] ride,driverless

Top Word Pairs in Tweet in G4:
[8] excited,concerned
[8] concerned,feel
[8] feel,computer
[8] computer,ai
[8] ai,each
[8] each,following
[8] following,check
[8] check,extensive
[8] extensive,reporting
[7] c_deane,excited

Top Word Pairs in Tweet in G5:
[6] pueden,diseñadores
[6] diseñadores,#inteligenciaartificial
[6] #inteligenciaartificial,crear
[6] crear,programas
[6] programas,tomen
[6] tomen,decisiones
[6] decisiones,justas
[6] justas,consistentemente
[6] consistentemente,situaciones
[5] citicven,pueden

Top Word Pairs in Tweet in G6:
[4] health,care
[4] care,legal
[4] legal,services
[4] services,ai
[4] ai,sweeping
[4] sweeping,society
[4] society,recent
[4] recent,report
[4] report,lrainie
[4] lrainie,surveyfunk

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@c_deane
@surveyfunk
@monicaranders
@citicven
@pewscience
@partnershipai
@monicaran
@alec_h_tyson

Top Mentioned in G1:
@lrainie
@pewresearch
@pewscience
@hshartig
@monicaranders
@c_deane
@superwuster
@colleenamcclain
@pewinternet
@jengolbeck

Top Mentioned in G2:
@projectpxn
@lrainie
@azerothalpha
@jsymmescobb
@wrangellstenps
@98dollasigns
@andrewchoi5
@in4mation__
@p4wnp1
@y_oy6

Top Mentioned in G3:
@lrainie
@monicaranders
@anemonanyc
@sarahzhang
@surveyfunk
@kyleorl
@walthickey
@meganp
@c_deane
@pewresearch

Top Mentioned in G4:
@c_deane
@lrainie
@surveyfunk
@alec_h_tyson
@pewinternet
@pewscience

Top Mentioned in G5:
@citicven
@pewresearch
@irainie

Top Mentioned in G6:
@lrainie
@surveyfunk
@partnershipai
@monicaran
@monicaranders
@alec_h_tyson
@pewresearch

Top Mentioned in G7:
@simbaversenft
@lrainie
@q0kova35
@bcmmallorca

Top Tweeters
Top Tweeters in Entire Graph:
@fredkiesche
@valsadie
@dwatchnews
@syawal
@satyajit1910
@hrendel_lok
@kyleorl
@pewresearch
@socworkpodcast
@richardkimphd

Top Tweeters in G1:
@valsadie
@dwatchnews
@syawal
@satyajit1910
@hrendel_lok
@pewresearch
@richardkimphd
@fm_noalgos
@rtne_ws
@mollymotoole

Top Tweeters in G2:
@98dollasigns
@in4mation__
@jsymmescobb
@wrangellstenps
@p4wnp1
@andrewchoi5
@zipcy8888
@blockchaingavin
@teensday3
@y_oy6

Top Tweeters in G3:
@fredkiesche
@kyleorl
@walthickey
@morningconsult
@alexmsilverman
@monicaranders
@alec_h_tyson
@meganpoinski
@sarahzhang
@anemonanyc

Top Tweeters in G4:
@socworkpodcast
@pewinternet
@three6joshua
@jannaq
@katschaeffer
@pewscience
@c_deane
@barrychudakov
@colleenamcclain

Top Tweeters in G5:
@tecnologo
@cavedatos
@adluca
@negomerc
@citicven
@tschernig
@irainie

Top Tweeters in G6:
@lfaidatafdn
@surveyfunk
@partnershipai
@jeffdime
@monicaran

Top Tweeters in G7:
@bcmmallorca
@raritysnipernft
@simbaversenft
@afayitclhkasgf
@q0kova35

Top Tweeters in G8:
@itsbambrr
@mickeydmarshall


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