lrainie, Twitter, 7/30/2020 2:43:22 AM, 231395


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lrainie_2020-07-29_19-40-10.xlsx
lrainie_2020-07-29_19-40-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 30, 2020
Short Description:
lrainie via NodeXL https://bit.ly/3381Nve
@lrainie
@danbuk4
@capradioinsight
@nguyenq32225128
@pzilgalvis
@tnp
@aba_summit
@pewresearch
@townert
@bhavanabhatia

Top hashtags:
#igfusa
#ai
#antitrust
#regulation
#bigtech
#covid19
#thenewsprojectlive
#gop
#blockchain

Description:
Description
The graph represents a network of 81 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, 30 July 2020 at 02:40 UTC.

The requested start date was Thursday, 30 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 4-hour, 6-minute period from Thursday, 16 July 2020 at 08:55 UTC to Tuesday, 28 July 2020 at 13:02 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 : 81
Unique Edges : 97
Edges With Duplicates : 99
Total Edges : 196
Number of Edge Types : 5
Mentions : 95
MentionsInRetweet : 58
Retweet : 29
Tweet : 9
Replies to : 5
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0327868852459016
Reciprocated Edge Ratio : 0.0634920634920635
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 78
Maximum Edges in a Connected Component : 193
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.899951
Graph Density : 0.0194444444444444
Modularity : 0.464748
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 81 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, 30 July 2020 at 02:40 UTC.

The requested start date was Thursday, 30 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 4-hour, 6-minute period from Thursday, 16 July 2020 at 08:55 UTC to Tuesday, 28 July 2020 at 13:02 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:
[3] https://www.pewresearch.org/fact-tank/2020/07/22/most-americans-say-social-media-companies-have-too-much-power-influence-in-politics/
[3] https://twitter.com/lrainie/status/1285982319103348736
[2] https://www.youtube.com/watch?v=LNX_6gzLIvI&feature=youtu.be

[2] https://twitter.com/pewjournalism/status/1286256500411969537?s=19
[2] http://player.capradio.org/
[2] https://isoc.live/12441/
[1] https://jhupbooks.press.jhu.edu/title/academia-next
[1] https://twitter.com/gmbritton/status/1288096877569691649
[1] https://pewrsr.ch/30RHTBX
[1] https://pewrsr.ch/2QK8KKd

Top URLs in Tweet in G1:
[3] https://www.pewresearch.org/fact-tank/2020/07/22/most-americans-say-social-media-companies-have-too-much-power-influence-in-politics/
[2] https://twitter.com/pewjournalism/status/1286256500411969537?s=19
[2] https://isoc.live/12441/
[1] https://pewrsr.ch/3f4AK6b
[1] https://pewrsr.ch/3gYZChd
[1] https://pewrsr.ch/2WO9rXJ
[1] https://pewrsr.ch/2QK8KKd
[1] https://pewrsr.ch/30RHTBX
[1] https://twitter.com/pewscience/status/1285998762092044292
[1] https://www.pewresearch.org/internet/2020/07/16/congress-soars-to-new-heights-on-social-media/

Top URLs in Tweet in G2:
[2] https://www.youtube.com/watch?v=LNX_6gzLIvI&feature=youtu.be


Top URLs in Tweet in G3:
[1] https://abs2020.com/
[1] https://twitter.com/PZilgalvis/status/1284188526272286720

Top URLs in Tweet in G4:
[1] https://jhupbooks.press.jhu.edu/title/academia-next
[1] https://twitter.com/gmbritton/status/1288096877569691649

Top URLs in Tweet in G5:
[2] http://player.capradio.org/
[1] https://twitter.com/CapRadioNews/status/1285576262035988482

Top URLs in Tweet in G7:
[1] https://www.youtube.com/playlist?list=PLRPT_LZai_HBs5w3d6yVK2pLho-2s8xzG


Top URLs in Tweet in G8:
[3] https://twitter.com/lrainie/status/1285982319103348736

Top Domains
Top Domains in Tweet in Entire Graph:
[9] twitter.com
[5] pewrsr.ch
[4] pewresearch.org
[3] youtube.com
[2] capradio.org
[2] isoc.live
[1] jhu.edu
[1] abs2020.com
[1] livestream.com

Top Domains in Tweet in G1:
[5] pewrsr.ch
[4] pewresearch.org
[3] twitter.com
[2] isoc.live
[1] livestream.com

Top Domains in Tweet in G2:
[2] youtube.com

Top Domains in Tweet in G3:
[1] abs2020.com
[1] twitter.com

Top Domains in Tweet in G4:
[1] jhu.edu
[1] twitter.com

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

Top Domains in Tweet in G7:
[1] youtube.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] igfusa
[2] ai
[1] antitrust
[1] regulation
[1] bigtech
[1] covid19
[1] thenewsprojectlive
[1] gop
[1] blockchain
[1] speaker



Top Hashtags in Tweet in G1:
[5] igfusa
[1] antitrust
[1] covid19

Top Hashtags in Tweet in G2:
[2] ai

Top Hashtags in Tweet in G3:
[1] blockchain
[1] speaker
[1] cryptocurrency
[1] trust
[1] asia

Top Hashtags in Tweet in G7:
[1] thenewsprojectlive

Top Hashtags in Tweet in G8:
[1] gop
[1] regulation
[1] bigtech

Top Words
Top Words in Tweet in Entire Graph:
[30] lrainie
[18] pewresearch
[16] more
[14] survey
[9] companies
[8] thought
[8] support
[8] major
[8] event
[7] tech

Top Words in Tweet in G1:
[17] pewresearch
[14] survey
[13] lrainie
[8] major
[8] companies
[8] event
[7] more
[7] tech
[6] support
[6] monicaranders

Top Words in Tweet in G2:
[2] #ai
[2] awakening
[2] implications
[2] economy
[2] scottsantens
[2] andrewyang
[2] humanityforward

Top Words in Tweet in G3:
[7] blockchain
[6] digital
[5] governance
[5] state
[5] trust
[5] around
[5] world
[3] scarcity
[3] makes
[3] counterfeiting

Top Words in Tweet in G4:
[8] lrainie
[7] bryanalexander
[6] thought
[6] longer
[6] more
[6] penetratingly
[6] future
[6] education
[6] anyone
[6] know

Top Words in Tweet in G5:
[5] sarah_mizes_tan
[5] insight
[5] covid
[5] 19
[4] placerca
[3] sacobserver
[3] pewinternet
[3] lrainie
[3] capolitifact
[3] christhejourno

Top Words in Tweet in G8:
[2] politics
[2] party
[2] regulation
[2] whether
[2] more
[2] support

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10] lrainie,pewresearch
[7] pewresearch,survey
[6] bryanalexander,thought
[6] thought,longer
[6] longer,more
[6] more,penetratingly
[6] penetratingly,future
[6] future,education
[6] education,anyone
[6] anyone,know

Top Word Pairs in Tweet in G1:
[9] lrainie,pewresearch
[7] pewresearch,survey
[5] survey,growing
[5] growing,support
[5] support,conservative
[5] conservative,republicans'
[5] republicans',more
[5] more,regulation
[5] regulation,major
[5] major,tech

Top Word Pairs in Tweet in G2:
[2] #ai,awakening
[2] awakening,implications
[2] implications,economy
[2] economy,scottsantens
[2] scottsantens,andrewyang
[2] andrewyang,humanityforward

Top Word Pairs in Tweet in G3:
[5] blockchain,governance
[5] governance,state
[5] state,trust
[5] trust,around
[5] around,world
[3] world,digital
[3] digital,scarcity
[3] scarcity,makes
[3] makes,digital
[3] digital,counterfeiting

Top Word Pairs in Tweet in G4:
[6] bryanalexander,thought
[6] thought,longer
[6] longer,more
[6] more,penetratingly
[6] penetratingly,future
[6] future,education
[6] education,anyone
[6] anyone,know
[6] know,lrainie
[5] gmbritton,bryanalexander

Top Word Pairs in Tweet in G5:
[5] covid,19
[3] pewinternet,lrainie
[3] lrainie,capolitifact
[3] capolitifact,christhejourno
[3] today,insight
[3] placerca,supervisor
[3] supervisor,bonnie
[3] 19,surge
[2] tune,9am
[2] 9am,90

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@bryanalexander
@pewinternet
@monicaranders
@gmbritton
@sarah_mizes_tan
@alec_h_tyson
@sacobserver
@capolitifact

Top Mentioned in G1:
@pewresearch
@lrainie
@monicaranders
@pewinternet
@alec_h_tyson
@surveyfunk
@igfusa
@serviceinsomnia
@ipcmclean

Top Mentioned in G2:
@scottsantens
@andrewyang
@humanityforward
@danbuk4
@zach_graumann
@zachandmattshow
@pagetkagy
@humanityforyang
@ericquachspeaks

Top Mentioned in G3:
@lrainie
@pzilgalvis
@raj_dhamodharan
@sheila_warren
@ethereumjoseph
@aba_summit
@consensys
@mastercard
@pewresearch
@eu_commission

Top Mentioned in G4:
@lrainie
@bryanalexander
@gmbritton

Top Mentioned in G5:
@sarah_mizes_tan
@sacobserver
@pewinternet
@lrainie
@capolitifact
@christhejourno
@valleyvisionsac
@placerca
@capradioinsight

Top Mentioned in G6:
@jarvis_network
@lehieu43756301
@ctx1997
@daphuyen
@huskyxzx
@lrainie

Top Mentioned in G7:
@brianstelter
@davidfolkenflik
@jeffjarvis
@meredithdclark
@larry_irving
@lrainie

Top Tweeters
Top Tweeters in Entire Graph:
@bannerite
@brianstelter
@edwebb
@wef
@jeffjarvis
@danbuk4
@scottsantens
@pamacious
@meredithdclark
@pewresearch

Top Tweeters in G1:
@pamacious
@pewresearch
@facttank
@sutherla
@pewinternet
@lrainie
@pewglobal
@carrolldoherty
@monicaranders
@isocdc

Top Tweeters in G2:
@bannerite
@danbuk4
@scottsantens
@jenniferdoleac
@amcafee
@cblatts
@andrewyang
@dpatil
@pahlkadot
@zachandmattshow

Top Tweeters in G3:
@wef
@mastercard
@eu_commission
@alastria_
@pzilgalvis
@consensys
@ethereumjoseph
@aba_summit
@bhavanabhatia
@sheila_warren

Top Tweeters in G4:
@edwebb
@bryanalexander
@gmbritton
@williamj
@gogos
@vpiercy
@scholarshape
@davidstaley8

Top Tweeters in G5:
@queenkv
@placerca
@capradioinsight
@christhejourno
@capolitifact
@sacobserver
@valleyvisionsac
@sarah_mizes_tan

Top Tweeters in G6:
@nguyenq32225128
@daphuyen
@theblockcircle
@jarvis_network
@huskyxzx
@lehieu43756301
@ctx1997

Top Tweeters in G7:
@brianstelter
@jeffjarvis
@meredithdclark
@larry_irving
@davidfolkenflik
@tnp

Top Tweeters in G8:
@pj_cahill
@mhester9777
@dougswetnam


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