pew internet, Twitter, 12/30/2021 3:30:17 AM, 269182


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pew internet_2021-12-29_19-25-04.xlsx
pew internet_2021-12-29_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 30, 2021
Short Description:
pew internet via NodeXL https://bit.ly/3EDJkpw
@pew_wrestling
@sashafrp2
@hannaisback
@sandytatham18
@ctphoenix
@readercatme
@clairewillett
@anamardoll
@borderlinesmart
@centristmadness

Top hashtags:
#philadelphia
#phasmophobia
#apostasy
#hhood
#islam
#islamic

Description:
Description
The graph represents a network of 94 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, 30 December 2021 at 03:25 UTC.

The requested start date was Thursday, 30 December 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, 6-hour, 56-minute period from Thursday, 16 December 2021 at 14:44 UTC to Wednesday, 29 December 2021 at 21:40 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 : 94
Unique Edges : 100
Edges With Duplicates : 44
Total Edges : 144
Number of Edge Types : 5
Replies to : 15
Mentions : 32
Tweet : 19
MentionsInRetweet : 58
Retweet : 20
Self-Loops : 20
Reciprocated Vertex Pair Ratio : 0.0625
Reciprocated Edge Ratio : 0.117647058823529
Connected Components : 37
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 10
Maximum Edges in a Connected Component : 44
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 0.983957
Graph Density : 0.0116678105696637
Modularity : 0.661217
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 94 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, 30 December 2021 at 03:25 UTC.

The requested start date was Thursday, 30 December 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, 6-hour, 56-minute period from Thursday, 16 December 2021 at 14:44 UTC to Wednesday, 29 December 2021 at 21:40 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://odysee.com/@Pew-Tang-Clan:b/polymer80:0?lid=8d7c8ac83b0cd5df9f45ece0876dd6ca2b66eae0
[4] https://odysee.com/@taterpictures:2/taterbuildsanar15partone:d
[2] https://www.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[1] https://www.pewresearch.org/fact-tank/2021/06/22/digital-divide-persists-even-as-americans-with-lower-incomes-make-gains-in-tech-adoption/
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.pewresearch.org/internet/2021/11/22/a-sampling-of-some-of-the-key-overarching-views/
[1] https://www.washingtonpost.com/technology/2021/12/22/tech-trust-survey/
[1] https://www.pewresearch.org/internet/2016/09/01/book-reading-2016/
[1] https://www.tickettailor.com/events/phenomenalelitewrestling/625414

Top URLs in Tweet in G1:
[2] https://www.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/
[1] https://www.twitch.tv/dreadmodex
[1] https://www.pewresearch.org/internet/2020/07/28/parenting-children-in-the-age-of-screens/
[1] https://www.pewresearch.org/internet/2019/08/22/in-emerging-economies-smartphone-and-social-media-users-have-broader-social-networks/?utm_campaign=socialwebsuite&utm_source=socialwebsuite.com&utm_medium=social
[1] https://www.linkedin.com/slink?code=gfdm5JAD
[1] https://www.pewresearch.org/internet/2021/11/22/the-future-of-digital-spaces-and-their-role-in-democracy/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.pewresearch.org/internet/2016/09/01/book-reading-2016/
[1] https://www.washingtonpost.com/technology/2021/12/22/tech-trust-survey/
[1] https://www.pewresearch.org/fact-tank/2021/06/22/digital-divide-persists-even-as-americans-with-lower-incomes-make-gains-in-tech-adoption/

Top URLs in Tweet in G3:
[1] https://www.tickettailor.com/events/phenomenalelitewrestling/625414
[1] https://twitter.com/pew_wrestling/status/1475068800500482050

Top URLs in Tweet in G4:
[4] https://odysee.com/@Pew-Tang-Clan:b/polymer80:0?lid=8d7c8ac83b0cd5df9f45ece0876dd6ca2b66eae0
[4] https://odysee.com/@taterpictures:2/taterbuildsanar15partone:d

Top URLs in Tweet in G5:
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/internet/2021/11/22/a-sampling-of-some-of-the-key-overarching-views/

Top URLs in Tweet in G9:
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/12/22/no-puppy-for-christmas-online-pet-scams-proliferate?utm_campaign=communities_stl________&utm_source=twitter_states&utm_medium=social&utm_content=statelinearticle_general____linkcard_&utm_term=summary
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/06/how-states-are-using-pandemic-relief-funds-to-boost-broadband-access?utm_campaign=communities_brd_uspolicy_______&utm_source=twitter_states&utm_medium=social&utm_content=article_statessuccess____linkcard_&utm_term=___emojilist

Top Domains
Top Domains in Tweet in Entire Graph:
[10] pewresearch.org
[8] odysee.com
[3] pewtrusts.org
[2] twitch.tv
[1] washingtonpost.com
[1] tickettailor.com
[1] twitter.com
[1] linkedin.com

Top Domains in Tweet in G1:
[7] pewresearch.org
[1] twitch.tv
[1] linkedin.com
[1] washingtonpost.com

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

Top Domains in Tweet in G4:
[8] odysee.com

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

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

Top Domains in Tweet in G7:
[1] pewresearch.org

Top Domains in Tweet in G9:
[2] pewtrusts.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] philadelphia
[3] phasmophobia
[2] apostasy
[1] hhood
[1] islam
[1] islamic
[1] americanrescueplan
[1] digitaldivide
[1] trends2025
[1] twitchaffiliate



Top Hashtags in Tweet in G1:
[1] twitchaffiliate
[1] twitchstream
[1] trends2025

Top Hashtags in Tweet in G3:
[1] hhood

Top Hashtags in Tweet in G8:
[2] apostasy
[1] islam
[1] islamic

Top Hashtags in Tweet in G9:
[1] americanrescueplan
[1] digitaldivide

Top Words
Top Words in Tweet in Entire Graph:
[53] pew
[40] internet
[13] research
[11] 2019
[10] people
[9] more
[9] according
[8] anamardoll
[8] readercatme
[8] centristmadness

Top Words in Tweet in G1:
[24] pew
[12] internet
[10] research
[6] center
[4] digital
[4] americans
[4] 000
[4] percent
[3] social
[3] smartphone

Top Words in Tweet in G2:
[8] anamardoll
[8] readercatme
[8] centristmadness
[8] borderlinesmart
[8] numbers
[8] haven
[8] moved
[8] much
[8] 2019
[8] according

Top Words in Tweet in G3:
[5] match
[3] pew_wrestling
[3] internet
[3] champion
[3] fatal
[3] way
[3] elimination
[2] announcement
[2] find
[2] first

Top Words in Tweet in G4:
[4] momsdemand
[4] everytown
[4] tos
[4] prints
[4] ctrlpew
[3] arkansasfbfan
[3] co

Top Words in Tweet in G5:
[2] women
[2] way

Top Words in Tweet in G6:
[2] median

Top Words in Tweet in G7:
[3] lifts
[2] great
[2] hrheingold
[2] pewinternet
[2] report
[2] rising
[2] tide
[2] internet
[2] communications
[2] boats

Top Words in Tweet in G8:
[4] people
[3] survey
[3] increase
[2] jaformohammad
[2] m_awraas
[2] syedhaqreporter
[2] pew
[2] outdated
[2] arab
[2] barometer

Top Words in Tweet in G9:
[3] internet
[2] state
[2] ags
[2] bbb_us
[2] warning
[2] people
[2] careful
[2] buying
[2] puppies
[2] fake

Top Words in Tweet in G10:
[3] pew

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[17] pew,pew
[11] pew,research
[8] anamardoll,readercatme
[8] readercatme,centristmadness
[8] centristmadness,borderlinesmart
[8] borderlinesmart,numbers
[8] numbers,haven
[8] haven,moved
[8] moved,much
[8] much,2019

Top Word Pairs in Tweet in G1:
[9] pew,research
[6] pew,pew
[6] research,center
[2] social,media
[2] research,center's
[2] center's,internet
[2] internet,american
[2] american,life
[2] life,project
[2] pew,internet

Top Word Pairs in Tweet in G2:
[8] anamardoll,readercatme
[8] readercatme,centristmadness
[8] centristmadness,borderlinesmart
[8] borderlinesmart,numbers
[8] numbers,haven
[8] haven,moved
[8] moved,much
[8] much,2019
[8] 2019,according
[7] clairewillett,anamardoll

Top Word Pairs in Tweet in G3:
[3] internet,champion
[3] way,elimination
[3] elimination,match
[2] match,announcement
[2] announcement,find
[2] find,first
[2] first,internet
[2] champion,'brave
[2] 'brave,world'
[2] jasonjoshuapro,dannyblack_99

Top Word Pairs in Tweet in G4:
[4] momsdemand,everytown
[4] everytown,tos
[4] tos,prints
[4] prints,ctrlpew
[3] arkansasfbfan,momsdemand
[3] ctrlpew,co

Top Word Pairs in Tweet in G7:
[2] great,hrheingold
[2] hrheingold,pewinternet
[2] pewinternet,report
[2] report,rising
[2] rising,tide
[2] tide,internet
[2] internet,communications
[2] communications,lifts
[2] lifts,boats
[2] boats,enabling

Top Word Pairs in Tweet in G8:
[2] jaformohammad,m_awraas
[2] m_awraas,syedhaqreporter
[2] pew,survey
[2] arab,barometer
[2] barometer,2019
[2] 25k,people
[2] increase,people
[2] people,leaving
[2] leaving,religions
[2] probably,due

Top Word Pairs in Tweet in G9:
[2] state,ags
[2] ags,bbb_us
[2] bbb_us,warning
[2] warning,people
[2] people,careful
[2] careful,buying
[2] buying,puppies
[2] puppies,fake
[2] fake,internet
[2] internet,sites

Top Word Pairs in Tweet in G10:
[2] pew,pew

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@readercatme
@centristmadness
@borderlinesmart
@clairewillett
@anamardoll
@everytown
@pew_wrestling
@arkansasfbfan
@momsdemand
@kineticgame

Top Mentioned in G2:
@readercatme
@centristmadness
@borderlinesmart
@clairewillett
@anamardoll

Top Mentioned in G3:
@pew_wrestling
@jasonjoshuapro
@dannyblack_99
@justjoelando
@jaso
@joescottgraps

Top Mentioned in G4:
@everytown
@arkansasfbfan
@momsdemand

Top Mentioned in G5:
@roguebelladonna
@minuteman_media

Top Mentioned in G6:
@mbateman
@agnescallard

Top Mentioned in G7:
@hrheingold
@pewinternet
@lrainie

Top Mentioned in G8:
@m_awraas
@syedhaqreporter

Top Mentioned in G9:
@bbb_us
@pewstates
@espovich

Top Mentioned in G10:
@lechugasencilla
@fransolar

Top Tweeters
Top Tweeters in Entire Graph:
@emccoy_writer
@pfanderson
@sohail_calgary
@starvinlarry
@lechugasencilla
@kebrightbill
@laughing_bison
@janettekirchner
@lunararchivist
@hannaisback

Top Tweeters in G1:
@sohail_calgary
@9wireless
@val_muchowski
@faithofthetaiga
@gerrymcgovern
@jake_bernstein
@internetprivac
@melaniemisel
@thenerdbrarian
@thelastsisyphus

Top Tweeters in G2:
@emccoy_writer
@kebrightbill
@laughing_bison
@janettekirchner
@clairewillett
@sweetsare
@centristmadness
@anamardoll
@readercatme
@borderlinesmart

Top Tweeters in G3:
@joescottgraps
@justjoelando
@jasonjoshuapro
@dannyblack_99
@pew_wrestling
@jaso

Top Tweeters in G4:
@starvinlarry
@momsdemand
@everytown
@dave4572
@arkansasfbfan
@br_1836

Top Tweeters in G5:
@lunararchivist
@sashafrp2
@roguebelladonna
@minuteman_media

Top Tweeters in G6:
@robinhanson
@agnescallard
@mbateman
@ctphoenix

Top Tweeters in G7:
@pfanderson
@hrheingold
@pewinternet
@lrainie

Top Tweeters in G8:
@syedhaqreporter
@jaformohammad
@sandytatham18
@m_awraas

Top Tweeters in G9:
@pewstates
@bbb_us
@espovich
@avi_meyer

Top Tweeters in G10:
@lechugasencilla
@hannaisback
@una_geminiana
@fransolar


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