pew internet, Twitter, 4/21/2022 2:46:49 AM, 275189


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pew internet_2022-04-20_19-25-04.xlsx
pew internet_2022-04-20_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3xPFCsO
@pew_wrestling
@this0499154500
@bonny_lad_nufc
@davebradshaw
@jackkeppler01
@docdre
@manifattura40
@philip_dt
@willowdawnoneal
@willrinehart

Top hashtags:
#attinfluencer
#medicalmarketing
#reputationmanagement

Description:
Description
The graph represents a network of 95 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, 21 April 2022 at 02:25 UTC.

The requested start date was Thursday, 21 April 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, 16-hour, 45-minute period from Thursday, 07 April 2022 at 01:50 UTC to Wednesday, 20 April 2022 at 18:35 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 : 95
Unique Edges : 80
Edges With Duplicates : 23
Total Edges : 103
Number of Edge Types : 5
Replies to : 17
Tweet : 20
Retweet : 10
MentionsInRetweet : 20
Mentions : 36
Self-Loops : 22
Reciprocated Vertex Pair Ratio : 0.0138888888888889
Reciprocated Edge Ratio : 0.0273972602739726
Connected Components : 34
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 25
Maximum Edges in a Connected Component : 37
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.172539
Graph Density : 0.00817469204927212
Modularity : 0.707795
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 95 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, 21 April 2022 at 02:25 UTC.

The requested start date was Thursday, 21 April 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, 16-hour, 45-minute period from Thursday, 07 April 2022 at 01:50 UTC to Wednesday, 20 April 2022 at 18:35 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 : 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:
[2] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274405
[1] https://www.google.com/imgres?imgurl=https://www.marketingcharts.com/wp-content/uploads/2018/03/Pew-Share-of-US-Adults-Not-Using-Internet-by-Demo-Mar2018.png&imgrefurl=https://www.marketingcharts.com/digital-82698&tbnid=3bPF9OVPjm9yZM&vet=1&docid=W3PRlSP5uD4QIM&w=1000&h=555&source=sh/x/im
[1] https://nft.coinbase.com/
[1] https://www.pewresearch.org/internet/dataset/american-trends-panel-wave-13/
[1] https://about.att.com/sites/accessibility/stories/bridge-digital-and-accessibility-divides.html?source=EBBZTw00000IFS00M&wtExtndSource=KevinJackson
[1] https://www.pewresearch.org/internet/2017/07/11/online-harassment-2017/
[1] https://www.pewresearch.org/internet/2019/07/25/a-week-in-the-life-of-popular-youtube-channels/
[1] https://www.pewresearch.org/internet/2021/11/15/the-behaviors-and-attitudes-of-u-s-adults-on-twitter/

Top URLs in Tweet in G2:
[1] http://dlvr.it/SN1Vg5
[1] https://twitter.com/KEEMSTAR/status/1511899645039063042
[1] https://www.netoneclick.com/
[1] https://twitter.com/USSGoodGirl/status/1512807869678166016
[1] https://www.pewresearch.org/internet/2019/07/25/a-week-in-the-life-of-popular-youtube-channels/
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.google.com/imgres?imgurl=https://www.marketingcharts.com/wp-content/uploads/2018/03/Pew-Share-of-US-Adults-Not-Using-Internet-by-Demo-Mar2018.png&imgrefurl=https://www.marketingcharts.com/digital-82698&tbnid=3bPF9OVPjm9yZM&vet=1&docid=W3PRlSP5uD4QIM&w=1000&h=555&source=sh/x/im

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274405

Top URLs in Tweet in G4:
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/

Top URLs in Tweet in G9:
[1] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/

Top URLs in Tweet in G10:
[1] https://www.pewresearch.org/internet/2021/11/15/the-behaviors-and-attitudes-of-u-s-adults-on-twitter/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1] attinfluencer
[1] medicalmarketing
[1] reputationmanagement
[1] healthcaremarketing
[1] patientexperience
[1] netpromoter
[1] broadband
[1] internet
[1] ai
[1] socialmedia



Top Hashtags in Tweet in G2:
[1] businessbrandings
[1] brandingstrategy
[1] smm
[1] jesscreatives
[1] medicalmarketing
[1] reputationmanagement
[1] healthcaremarketing
[1] patientexperience
[1] netpromoter

Top Hashtags in Tweet in G3:
[1] broadband
[1] internet
[1] ai
[1] socialmedia
[1] research
[1] social
[1] fiber
[1] rural
[1] money

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13] pew,research
[7] pew,pew
[4] pew,internet
[3] pew,found
[3] according,pew
[3] internet,pew
[3] research,araştırması
[3] araştırması,bize
[3] bize,sadece
[3] sadece,internet

Top Word Pairs in Tweet in G1:
[3] elimination,match
[2] wait,watch
[2] watch,next
[2] next,pew_wrestling
[2] pew_wrestling,show
[2] show,benchmarkbigjoe
[2] benchmarkbigjoe,vs
[2] vs,martini_chase
[2] martini_chase,rhio2020
[2] rhio2020,vs

Top Word Pairs in Tweet in G2:
[5] pew,research
[2] help,stop
[2] stop,big
[2] big,tech
[2] tech,dominating
[2] dominating,internet
[2] internet,desire
[2] desire,internet
[2] internet,protects
[2] protects,people

Top Word Pairs in Tweet in G3:
[2] pew,internet
[2] internet,nodexl
[2] nodexl,pink__dude
[2] pink__dude,kiml8
[2] kiml8,macdoodle_pew
[2] macdoodle_pew,this0499154500
[2] this0499154500,pewtrusts

Top Word Pairs in Tweet in G4:
[2] chrisballygk,cphoffmann
[2] cphoffmann,jonhaidt
[2] jonhaidt,pew
[2] pew,found
[2] found,surveys
[2] surveys,rare
[2] rare,users
[2] users,discuss
[2] discuss,comment

Top Word Pairs in Tweet in G5:
[2] white,women

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pew_wrestling
@cphoffmann
@jonhaidt
@benchmarkbigjoe
@martini_chase
@rhio2020
@aurorateves
@alphanmanas
@pink__dude
@kiml8

Top Mentioned in G1:
@pew_wrestling
@benchmarkbigjoe
@martini_chase
@rhio2020
@aurorateves
@bonny_lad_nufc
@har
@harleyhudsonx
@justjoelando
@mkirbyproego

Top Mentioned in G2:
@hschendera

Top Mentioned in G3:
@pink__dude
@kiml8
@macdoodle_pew
@this0499154500
@pewtrusts
@sifinetworks
@nemongwu
@pew_wrestling
@tennessee_ed
@wayzigway

Top Mentioned in G4:
@cphoffmann
@jonhaidt
@willrinehart
@chrisballygk

Top Mentioned in G5:
@chungus41555971
@keith98_6
@realchrisrufo

Top Mentioned in G6:
@jeffjarvis
@elonmusk
@taylorswift13

Top Mentioned in G7:
@ericgeller
@popehat

Top Mentioned in G8:
@michael_o_hanna
@davenewworld_2

Top Mentioned in G9:
@imeluny

Top Mentioned in G10:
@_thechuck_

Top Tweeters
Top Tweeters in Entire Graph:
@business
@gezgintrk
@ericgeller
@uberfactsebooks
@popehat
@idgafbout_shit
@uk_daniel_card
@manifattura40
@docdre
@jeffjarvis

Top Tweeters in G1:
@mariahmayx
@mkirbyproego
@justjoelando
@harleyhudsonx
@benchmarkbigjoe
@martini_chase
@rhio2020
@pew_wrestling
@aurorateves
@echo_reed_pw

Top Tweeters in G2:
@uberfactsebooks
@idgafbout_shit
@faketakedump
@roguereigns4
@sademichelle__
@hschendera
@mistermichaelk
@netoneclick
@jessicayellin
@mctowelie

Top Tweeters in G3:
@manifattura40
@pink__dude
@kiml8
@pewtrusts
@wayzigway
@nemongwu
@this0499154500
@macdoodle_pew
@tennessee_ed
@sifinetworks

Top Tweeters in G4:
@sszonke
@willrinehart
@chrisballygk
@cphoffmann
@jonhaidt

Top Tweeters in G5:
@ichthysaur
@realchrisrufo
@jackkeppler01
@chungus41555971
@keith98_6

Top Tweeters in G6:
@docdre
@jeffjarvis
@elonmusk
@ness_dennis
@taylorswift13

Top Tweeters in G7:
@ericgeller
@popehat
@philip_dt
@smplyetstunning

Top Tweeters in G8:
@davenewworld_2
@willowdawnoneal
@michael_o_hanna
@franklinpenis

Top Tweeters in G9:
@imeluny
@jsyversen
@ellekarasek

Top Tweeters in G10:
@sasalerno
@mizzou58steel
@_thechuck_