pew internet, Twitter, 2/4/2021 3:27:59 AM, 247124


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pew internet_2021-02-03_19-25-04.xlsx
pew internet_2021-02-03_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 04, 2021
Short Description:
pew internet via NodeXL https://bit.ly/2MQ7Azm
@mollybrown28
@kerbalcaptain
@dave_bradders
@pedro_pew_pew
@clawsgames
@gamesofshitpost
@bruno88133977
@duderinoabiding
@digiphile
@mundomexico_

Top hashtags:
#digitalhealth
#healthinnovation
#internet
#harassment

Description:
Description
The graph represents a network of 87 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, 04 February 2021 at 03:25 UTC.

The requested start date was Thursday, 04 February 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 13-day, 8-hour, 2-minute period from Thursday, 21 January 2021 at 13:19 UTC to Wednesday, 03 February 2021 at 21:22 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 : 87
Unique Edges : 61
Edges With Duplicates : 18
Total Edges : 79
Number of Edge Types : 5
Retweet : 9
MentionsInRetweet : 11
Tweet : 21
Replies to : 17
Mentions : 21
Self-Loops : 23
Reciprocated Vertex Pair Ratio : 0.0212765957446809
Reciprocated Edge Ratio : 0.0416666666666667
Connected Components : 43
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 6
Maximum Edges in a Connected Component : 6
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 0.839827
Graph Density : 0.00641539695268645
Modularity : 0.701891
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 87 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, 04 February 2021 at 03:25 UTC.

The requested start date was Thursday, 04 February 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 13-day, 8-hour, 2-minute period from Thursday, 21 January 2021 at 13:19 UTC to Wednesday, 03 February 2021 at 21:22 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:
[4] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.pewresearch.org/internet/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters-2/
[1] https://www.washingtonpost.com/opinions/2021/01/13/three-steps-help-treat-americas-debilitating-information-disorder/
[1] http://radar.oreilly.com/2011/01/pew-internet-platform.html
[1] https://www.bigfishlocal.org/solutions/socialfish/
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/19/how-local-leaders-are-expanding-broadband-access
[1] https://www.pewresearch.org/internet/2019/11/15/americans-and-privacy-concerned-confused-and-feeling-lack-of-control-over-their-personal-information/?utm_content=152537018&utm_medium=social&utm_source=twitter&hss_channel=tw-778522496731586560
[1] https://www.twitch.tv/obsidianclaws
[1] https://www.thestar.com.my/tech/tech-news/2021/01/27/a-project-using-light-beams-to-deliver-high-speed-internet-could-change-millions-of-lives

Top URLs in Tweet in G1:
[1] https://www.linkedin.com/slink?code=gDdc7Yw
[1] https://www.linkedin.com/slink?code=gjiPVNg
[1] https://www.twitch.tv/cheshire_ge
[1] https://www.pewresearch.org/internet/2014/01/16/a-snapshot-of-reading-in-america-in-2013/
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.pewresearch.org/internet/quiz/digital-knowledge-quiz/
[1] https://kakiewrites.wordpress.com/2019/06/26/pew-internet-social-media-demographics/
[1] https://www.thestar.com.my/tech/tech-news/2021/01/27/a-project-using-light-beams-to-deliver-high-speed-internet-could-change-millions-of-lives
[1] https://www.pewresearch.org/internet/2019/11/15/americans-and-privacy-concerned-confused-and-feeling-lack-of-control-over-their-personal-information/?utm_content=152537018&utm_medium=social&utm_source=twitter&hss_channel=tw-778522496731586560
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/19/how-local-leaders-are-expanding-broadband-access

Top URLs in Tweet in G4:
[1] https://www.pewresearch.org/internet/2017/07/11/experiencing-online-harassment/

Top URLs in Tweet in G6:
[1] https://twitter.com/wewearblackpod/status/1352284842294194176

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/

Top URLs in Tweet in G9:
[1] https://www.washingtonpost.com/opinions/2021/01/13/three-steps-help-treat-americas-debilitating-information-disorder/
[1] http://radar.oreilly.com/2011/01/pew-internet-platform.html

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] digitalhealth
[2] healthinnovation
[2] internet
[1] harassment
[1] myvoice
[1] bydatadiggers
[1] dailydata
[1] mobilefirst
[1] broadband
[1] dataprivacyday



Top Hashtags in Tweet in G1:
[3] digitalhealth
[2] healthinnovation
[1] apexlegends
[1] destiny2
[1] twitchaffiliate
[1] smallstreamer
[1] twitchtv
[1] curiosidades
[1] laserbeams
[1] dataprivacyday

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] pew,research
[15] pew,pew
[9] social,media
[7] research,center
[6] go,pew
[5] pew,internet
[5] internet,users
[4] source,pew
[3] internet,social
[3] 66,internet

Top Word Pairs in Tweet in G1:
[10] pew,research
[4] research,center
[4] internet,users
[3] pew,internet
[3] social,media
[3] 66,internet
[3] users,search
[3] search,online
[3] online,information
[3] information,specific

Top Word Pairs in Tweet in G3:
[2] aliciaalarcon,gracias
[2] gracias,pew
[2] pew,internet
[2] internet,rturrent
[2] rturrent,parecer

Top Word Pairs in Tweet in G6:
[2] last,night
[2] night,broke
[2] broke,internet
[2] internet,less
[2] less,24
[2] 24,hours
[2] hours,later
[2] later,ve
[2] ve,broken
[2] broken,top

Top Word Pairs in Tweet in G9:
[2] humans,online
[2] online,always
[2] always,life
[2] life,reform
[2] reform,rebuild
[2] rebuild,redesign
[2] redesign,internet
[2] internet,social
[2] social,media

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@rturrent
@clawsgames
@pewresearch
@trixparix
@itsdivyag
@heather4amazon
@bmachetts
@echo4resistance
@studentsforlife
@leodopastel

Top Mentioned in G2:
@heather4amazon
@bmachetts
@echo4resistance
@studentsforlife

Top Mentioned in G3:
@rturrent
@carlaeurenaa
@aliciaalarcon

Top Mentioned in G4:
@ward4aaron
@kirstengoa

Top Mentioned in G5:
@nseven50082849
@humanoexistir

Top Mentioned in G6:
@dave_bradders
@iamsophiek
@yasminesummanx
@alyxholcombe

Top Mentioned in G7:
@itsdivyag

Top Mentioned in G8:
@leodopastel

Top Mentioned in G9:
@cshirky
@ajkeen
@digiphile

Top Mentioned in G10:
@blickch

Top Tweeters
Top Tweeters in Entire Graph:
@mundomexico_
@biyombonesaw
@leodopastel
@aliciaalarcon
@digiphile
@lilmsperfeckt3
@blickch
@sorenhave
@pewresearch
@heather4amazon

Top Tweeters in G1:
@lilmsperfeckt3
@startechmy
@kakief
@cmiller237
@aestigarribia
@d_sweeney
@sitonacactus2
@thatfallenchild
@gamers_esoteric
@myvoicebydd

Top Tweeters in G2:
@heather4amazon
@mollybrown28
@studentsforlife
@echo4resistance
@tidebrah
@bmachetts

Top Tweeters in G3:
@mundomexico_
@aliciaalarcon
@carlaeurenaa
@rturrent

Top Tweeters in G4:
@kirstengoa
@angeegabs
@kerbalcaptain
@ward4aaron

Top Tweeters in G5:
@nseven50082849
@pedro_pew_pew
@luqaesi
@humanoexistir

Top Tweeters in G6:
@alyxholcombe
@iamsophiek
@yasminesummanx
@dave_bradders

Top Tweeters in G7:
@itsdivyag
@austin__medico
@duderinoabiding

Top Tweeters in G8:
@leodopastel
@guinholovatic
@bruno88133977

Top Tweeters in G9:
@digiphile
@ajkeen
@cshirky

Top Tweeters in G10:
@blickch
@gamesofshitpost
@laeripatrizia