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pew internet_2022-03-16_19-25-04.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 17, 2022
Short Description:
pew internet via NodeXL https://bit.ly/36msjVd
@student_bengal
@mariettad9
@allanschmidt
@sagnik1970
@mamataofficial
@chanperco
@pew_journo
@basu_bratya
@news18bengali
@thekimkavin

Top hashtags:
#robertmalonemd
#bigtech
#internet
#broadband
#headlines
#network

Description:
Description
The graph represents a network of 117 Twitter users whose tweets in the requested range contained "pew internet", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 March 2022 at 02:25 UTC.

The requested start date was Thursday, 17 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, 57-minute period from Thursday, 03 March 2022 at 13:20 UTC to Wednesday, 16 March 2022 at 19:18 UTC.

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 : 117
Unique Edges : 96
Edges With Duplicates : 42
Total Edges : 138
Number of Edge Types : 5
Tweet : 34
Replies to : 13
Mentions : 56
Retweet : 16
MentionsInRetweet : 19
Self-Loops : 36
Reciprocated Vertex Pair Ratio : 0.0114942528735632
Reciprocated Edge Ratio : 0.0227272727272727
Connected Components : 38
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 20
Maximum Edges in a Connected Component : 25
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.736354
Graph Density : 0.00648393751842028
Modularity : 0.661087
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 117 Twitter users whose tweets in the requested range contained "pew internet", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 March 2022 at 02:25 UTC.

The requested start date was Thursday, 17 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, 57-minute period from Thursday, 03 March 2022 at 13:20 UTC to Wednesday, 16 March 2022 at 19:18 UTC.

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 : pew internet
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/internet/2021/04/07/social-media-use-in-2021/
[2] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[2] https://www.pewresearch.org/fact-tank/2021/04/02/7-of-americans-dont-use-the-internet-who-are-they/
[2] https://www.ladn.eu/media-mutants/reseaux-sociaux/democratique-toxique-internet-futur/
[1] https://www.pewresearch.org/internet/2022/02/07/visions-of-the-internet-in-2035/
[1] https://www.researchgate.net/publication/334805545_Silencing_Women_Gender_and_Online_Harassment
[1] https://eprints.whiterose.ac.uk/129666/1/1804.01498v1.pdf
[1] https://www.pewresearch.org/internet/2021/11/15/the-behaviors-and-attitudes-of-u-s-adults-on-twitter/
[1] https://twitter.com/DrunkenDirewolf/status/1503435638540058627
[1] https://www.youtube.com/watch?v=Uk8x3V-sUg&feature=youtu.be


Top URLs in Tweet in G2:
[3] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[1] https://apt.izzysoft.de/fdroid/index/apk/pan.alexander.tordnscrypt
[1] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/?stream=top&utm_source=pocket_mylist
[1] https://www.pewresearch.org/internet/2021/11/15/2-comparing-highly-active-and-less-active-tweeters/
[1] https://twitter.com/EliteDangerous/status/1501952132135600149
[1] https://www.ladn.eu/media-mutants/reseaux-sociaux/democratique-toxique-internet-futur/
[1] https://www.pewresearch.org/internet/2018/05/31/teens-social-media-technology-2018/
[1] https://www.youtube.com/watch?v=Uk8x3V-sUg&feature=youtu.be

[1] https://twitter.com/drbarnesbangor/status/1476315069310976005
[1] https://twitter.com/DrunkenDirewolf/status/1503435638540058627

Top URLs in Tweet in G4:
[2] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[1] https://www.researchgate.net/publication/334805545_Silencing_Women_Gender_and_Online_Harassment
[1] https://eprints.whiterose.ac.uk/129666/1/1804.01498v1.pdf

Top URLs in Tweet in G5:
[1] https://www.ladn.eu/media-mutants/reseaux-sociaux/democratique-toxique-internet-futur/

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/internet/2021/12/08/the-state-of-gig-work-in-2021/

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/fact-tank/2021/04/02/7-of-americans-dont-use-the-internet-who-are-they/

Top URLs in Tweet in G10:
[1] http://radar.oreilly.com/2011/05/3-ways-internet-shapes-healthcare-pew.html

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] robertmalonemd
[2] bigtech
[2] internet
[2] broadband
[2] headlines
[2] network
[2] internetshutdowns
[2] kolkata
[2] westbengal
[1] sunchat



Top Hashtags in Tweet in G1:
[2] network
[2] internetshutdowns
[2] kolkata
[2] westbengal

Top Hashtags in Tweet in G2:
[2] robertmalonemd
[2] bigtech
[2] internet
[1] mentalhealth
[1] family
[1] kass
[1] knowledge
[1] facebook
[1] twitter
[1] sunchat

Top Hashtags in Tweet in G6:
[1] proact

Top Words
Top Words in Tweet in Entire Graph:
[56] pew
[51] internet
[25] research
[15] qu
[13] 2035
[11] pourrait
[11] ressembler
[11] rapport
[10] fart
[10] idéal

Top Words in Tweet in G1:
[3] sir
[3] internet
[3] mamataofficial
[2] basu_bratya
[2] please
[2] news18bengali
[2] pew_journo
[2] #network
[2] #internetshutdowns
[2] #kolkata

Top Words in Tweet in G2:
[18] pew
[12] internet
[9] research
[6] use
[4] according
[4] americans
[4] youtube
[4] twitter
[3] social
[3] users

Top Words in Tweet in G4:
[2] trinebramsen
[2] pew
[2] research
[2] center

Top Words in Tweet in G5:
[15] qu
[10] pourrait
[10] ressembler
[10] internet
[10] idéal
[10] 2035
[10] rapport
[10] pew
[10] research
[10] estime

Top Words in Tweet in G6:
[6] 10
[6] public
[6] opinion
[6] hardened
[6] need
[6] protect
[6] independent
[6] contractors
[6] misguided
[6] bills

Top Words in Tweet in G8:
[3] world
[2] lizgt9
[2] tammylauren1
[2] subvertquo
[2] facts
[2] quality
[2] life
[2] according
[2] news
[2] 15th

Top Words in Tweet in G9:
[2] internet
[2] less

Top Words in Tweet in G10:
[2] peer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[24] pew,research
[11] pourrait,ressembler
[11] ressembler,internet
[10] internet,idéal
[10] idéal,2035
[10] 2035,rapport
[10] rapport,pew
[10] research,estime
[10] estime,qu
[10] qu,faut

Top Word Pairs in Tweet in G1:
[2] #network,#internetshutdowns
[2] #internetshutdowns,#kolkata
[2] #kolkata,#westbengal
[2] #westbengal,protest
[2] protest,internet
[2] internet,shutdown
[2] shutdown,wb
[2] wb,mamataofficial
[2] mamataofficial,aitc_parliament

Top Word Pairs in Tweet in G2:
[8] pew,research
[2] americans,use
[2] tor,и
[2] according,pew
[2] research,center
[2] youtube,facebook
[2] social,media
[2] twitter,users
[2] research,report
[2] much,bigger

Top Word Pairs in Tweet in G4:
[2] pew,research
[2] research,center

Top Word Pairs in Tweet in G5:
[10] pourrait,ressembler
[10] ressembler,internet
[10] internet,idéal
[10] idéal,2035
[10] 2035,rapport
[10] rapport,pew
[10] pew,research
[10] research,estime
[10] estime,qu
[10] qu,faut

Top Word Pairs in Tweet in G6:
[6] 10,public
[6] public,opinion
[6] opinion,hardened
[6] hardened,need
[6] need,protect
[6] protect,independent
[6] independent,contractors
[6] contractors,misguided
[6] misguided,bills
[5] thekimkavin,10

Top Word Pairs in Tweet in G8:
[2] lizgt9,tammylauren1
[2] tammylauren1,subvertquo
[2] subvertquo,facts
[2] facts,quality
[2] quality,life
[2] life,according
[2] according,news
[2] news,15th
[2] 15th,world
[2] world,rank

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@chanperco
@thekimkavin
@mamataofficial
@basu_bratya
@news18bengali
@pew_journo
@aitc_parliament
@tammylauren1
@subvertquo
@trinebramsen

Top Mentioned in G1:
@mamataofficial
@basu_bratya
@news18bengali
@pew_journo
@aitc_parliament
@makautwb
@abhishekaitc
@student_bengal
@banglargorbomb
@zee24ghanta

Top Mentioned in G2:
@cotoblogzz

Top Mentioned in G3:
@freeatlast2021
@constance_1844
@ktkeith
@johnythewalrus
@heather_leisure
@janekn0wsbest
@_cynde__
@vainamoinen6
@picklemrs
@harmonizedgrace

Top Mentioned in G4:
@trinebramsen
@ndi
@trm_dk
@mwegter
@billehermann
@usun
@danishmfa
@un_csw
@un_women
@fnforbundetdk

Top Mentioned in G5:
@chanperco

Top Mentioned in G6:
@thekimkavin

Top Mentioned in G7:
@notochordate
@laurapreble
@lgbtqnation

Top Mentioned in G8:
@tammylauren1
@subvertquo
@deborah_hemens
@lizgt9

Top Mentioned in G9:
@mfcons31
@cp24

Top Mentioned in G10:
@susannahfox
@patientslikeme

Top Tweeters
Top Tweeters in Entire Graph:
@snowstormyou
@uberfactsebooks
@cp24
@chanperco
@digiphile
@uk_daniel_card
@abpanandatv
@pearlriverflow
@faketakedump
@news18bengali

Top Tweeters in G1:
@abpanandatv
@news18bengali
@zee24ghanta
@toikolkata
@calcutta_times
@sevenones1
@eduminofindia
@calcutta_news
@banglargorbomb
@mamataofficial

Top Tweeters in G2:
@uberfactsebooks
@cotoblogzz
@plantchan
@willrinehart
@botdogsladies
@pew_kisik
@media_barber
@siber_bulten
@patrickrobeirne
@happyaar

Top Tweeters in G3:
@ktkeith
@picklemrs
@heather_leisure
@freeatlast2021
@_cynde__
@ppaohio
@janekn0wsbest
@harmonizedgrace
@mariettad9
@vainamoinen6

Top Tweeters in G4:
@un_women
@allanschmidt
@usun
@danishmfa
@ndi
@denmark_un
@un_csw
@trinebramsen
@billehermann
@fnforbundetdk

Top Tweeters in G5:
@chanperco
@annakoret
@chboursin
@mobilmarketing2
@steffy2nice
@cossi229
@helenemonsauret

Top Tweeters in G6:
@snowstormyou
@dlblumberg
@karonwarren
@thekimkavin
@freelancers_ca
@freelancers_usa

Top Tweeters in G7:
@zeframmann
@lgbtqnation
@notochordate
@rachelawrites
@laurapreble

Top Tweeters in G8:
@coit_dawn
@subvertquo
@deborah_hemens
@lizgt9
@tammylauren1

Top Tweeters in G9:
@cp24
@canarchist2
@mfcons31
@justme_athome

Top Tweeters in G10:
@digiphile
@susannahfox
@patientslikeme
@brandyzadrozny


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