pew internet, Twitter, 12/6/2020 5:21:16 PM, 242781


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pew internet_2020-12-03_19-25-05.xlsx
pew internet_2020-12-03_19-25-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2020
Short Description:
pew internet via NodeXL https://bit.ly/3mJRKTY
@1beardedviking
@pewtrusts
@an_catherine
@pewstates
@the_sballies
@dianee84496001
@pew_77
@fhoemcke
@erratarob
@warmongerexpose

Top hashtags:
#sblaar20
#tallercrc2020
#digital
#tech
#escuelatallercrc2020
#socialgood

Description:
Description
The graph represents a network of 106 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 Friday, 04 December 2020 at 03:25 UTC.

The requested start date was Thursday, 03 December 2020 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, 9-hour, 45-minute period from Thursday, 19 November 2020 at 04:00 UTC to Wednesday, 02 December 2020 at 13:46 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 : 106
Unique Edges : 68
Edges With Duplicates : 77
Total Edges : 145
Number of Edge Types : 5
Tweet : 32
Mentions : 32
Retweet : 31
MentionsInRetweet : 37
Replies to : 13
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0.0410958904109589
Reciprocated Edge Ratio : 0.0789473684210526
Connected Components : 41
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 13
Maximum Edges in a Connected Component : 25
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.439597
Graph Density : 0.00682839173405211
Modularity : 0.567515
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 106 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 Friday, 04 December 2020 at 03:25 UTC.

The requested start date was Thursday, 03 December 2020 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, 9-hour, 45-minute period from Thursday, 19 November 2020 at 04:00 UTC to Wednesday, 02 December 2020 at 13:46 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/
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/11/30/how-much-broadband-speed-do-americans-need
[3] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/11/states-tap-federal-cares-act-to-expand-broadband
[2] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/11/states-tap-federal-cares-act-to-expand-broadband?utm_campaign=governing_brd_usstatepolicy__covid_____&utm_source=twitter_trusts&utm_medium=social&utm_content=issuebrief_necessity____linkcard_&utm_term=___datapoint
[2] http://www.pewinternet.org/2018/04/17/the-future-of-well-being-in-a-tech-saturated-world/?utm_sq=frblgsc5xf&utm_source=twitter&utm_medium=social&utm_campaign=cloudatalytics&utm_content=technology
[1] https://www.pewresearch.org/internet/2017/10/19/the-future-of-truth-and-misinformation-online/
[1] https://www.marketingfacts.nl/berichten/20081230_onderzoek_pew_internet_belangrijker_voor_nieuws_dan_krant?utm_source=twitter.com&utm_medium=tweetback2thefuture
[1] https://www.youtube.com/watch?v=dZB_YJbjgsU&feature=emb_title

[1] https://www.pewresearch.org/internet/2019/11/15/americans-and-privacy-concerned-confused-and-feeling-lack-of-control-over-their-personal-information/
[1] https://www.newsobserver.com/news/coronavirus/article247379464.html

Top URLs in Tweet in G1:
[2] http://www.pewinternet.org/2018/04/17/the-future-of-well-being-in-a-tech-saturated-world/?utm_sq=frblgsc5xf&utm_source=twitter&utm_medium=social&utm_campaign=cloudatalytics&utm_content=technology
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.twitch.tv/l1_en
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/pdl_04-24-19_twitter_users-00-04/
[1] https://www.pewresearch.org/internet/chart/which-social-media-platforms-are-most-popular/
[1] https://www.pewresearch.org/internet/quiz/digital-knowledge-quiz/
[1] https://time.com/5810503/coronavirus-achievement-gap-schools/
[1] https://twitter.com/JuiceboxCA/status/1331713958328164352
[1] https://activeadultliving.com/blog/innovative-technologies-for-seniors/
[1] https://www.pewresearch.org/internet/2020/02/21/concerns-about-democracy-in-the-digital-age/

Top URLs in Tweet in G3:
[2] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/11/states-tap-federal-cares-act-to-expand-broadband?utm_campaign=governing_brd_usstatepolicy__covid_____&utm_source=twitter_trusts&utm_medium=social&utm_content=issuebrief_necessity____linkcard_&utm_term=___datapoint

Top URLs in Tweet in G4:
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/11/30/how-much-broadband-speed-do-americans-need
[3] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/11/states-tap-federal-cares-act-to-expand-broadband
[1] https://twitter.com/routefifty/status/1329569741502115840
[1] https://twitter.com/jacquelinerabe/status/1329202162463891457
[1] https://www.newsobserver.com/news/coronavirus/article247379464.html
[1] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/11/states-tap-federal-cares-act-to-expand-broadband?utm_campaign=governing_brd_usstatepolicy__covid_____&utm_source=twitter_states&utm_medium=social&utm_content=issuebrief_necessity____linkcard_&utm_term=___datapoint
[1] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/11/states-tap-federal-cares-act-to-expand-broadband?utm_campaign=governing_brd________&utm_source=twitter_states&utm_medium=social&utm_content=issuebrief_general____linkcard_&utm_term=___datapoint
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/22/states-of-innovation?utm_campaign=governing_instn_usstatepolicy__soin_____&utm_source=twitter_states&utm_medium=social&utm_content=collection_general____photo_&utm_term=___

Top URLs in Tweet in G5:
[1] https://www.pewresearch.org/internet/2017/07/11/online-harassment-2017/

Top URLs in Tweet in G9:
[1] https://www.researchgate.net/publication/341496718_Aging_in_an_Era_of_Fake_News

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] sblaar20
[2] tallercrc2020
[2] digital
[2] tech
[1] escuelatallercrc2020
[1] socialgood
[1] permissionmarketing
[1] optin
[1] firstpartydata
[1] data



Top Hashtags in Tweet in G1:
[2] digital
[2] tech
[1] technology
[1] doctores
[1] puertorico
[1] citadocdato
[1] datadiggers
[1] socialgood
[1] permissionmarketing
[1] optin

Top Hashtags in Tweet in G4:
[1] ncpol
[1] nlccs
[1] coronavirus

Top Hashtags in Tweet in G5:
[6] sblaar20

Top Words
Top Words in Tweet in Entire Graph:
[56] pew
[45] internet
[26] research
[21] students
[19] million
[18] 15
[18] households
[17] 16
[17] elementary
[17] secondary

Top Words in Tweet in G1:
[29] pew
[16] research
[15] internet
[8] center
[4] users
[4] according
[4] percent
[4] digital
[4] email
[3] twitter

Top Words in Tweet in G2:
[2] back

Top Words in Tweet in G3:
[12] 15
[12] 16
[12] million
[12] elementary
[12] secondary
[12] students
[12] especially
[12] those
[12] low
[12] income

Top Words in Tweet in G4:
[11] internet
[8] states
[8] 12
[8] students
[6] pewstates
[6] million
[5] devices
[5] access
[5] north
[5] carolina

Top Words in Tweet in G5:
[8] harassment
[6] #sblaar20
[6] gets
[6] started
[6] remember
[6] limited
[6] person
[6] meetings
[6] check
[6] 2017

Top Words in Tweet in G6:
[2] jinnysjoe
[2] amnesty
[2] amnestyireland
[2] nwci
[2] pure
[2] propaganda
[2] full
[2] soundbites
[2] dog
[2] whistles

Top Words in Tweet in G7:
[3] free
[3] speech
[3] more
[2] stanleycohenlaw
[2] sdgmasterglass
[2] euphorbiaz
[2] accepted
[2] anywhere
[2] pew
[2] research

Top Words in Tweet in G8:
[5] information
[5] pew
[4] spiderfoot
[4] picture
[4] shows
[4] available
[4] such
[4] bgp
[4] membership
[4] open

Top Words in Tweet in G9:
[2] older
[2] adults

Top Words in Tweet in G10:
[4] mas
[4] eu
[4] uma
[4] vai
[3] edwardy_pew
[3] prof
[3] internet
[3] só
[3] pra
[3] não

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] pew,research
[17] 15,16
[17] 16,million
[17] million,elementary
[17] elementary,secondary
[17] secondary,students
[17] students,especially
[17] especially,those
[17] those,low
[17] low,income

Top Word Pairs in Tweet in G1:
[16] pew,research
[8] research,center
[5] pew,pew
[3] according,pew
[2] twitter,users
[2] social,media
[2] future,well
[2] well,being
[2] being,tech
[2] tech,saturated

Top Word Pairs in Tweet in G3:
[12] 15,16
[12] 16,million
[12] million,elementary
[12] elementary,secondary
[12] secondary,students
[12] students,especially
[12] especially,those
[12] those,low
[12] low,income
[12] income,rural

Top Word Pairs in Tweet in G4:
[5] internet,access
[5] 12,states
[5] north,carolina
[5] 15,16
[5] 16,million
[5] million,elementary
[5] elementary,secondary
[5] secondary,students
[5] students,especially
[5] especially,those

Top Word Pairs in Tweet in G5:
[6] #sblaar20,gets
[6] gets,started
[6] started,remember
[6] remember,harassment
[6] harassment,limited
[6] limited,person
[6] person,meetings
[6] meetings,check
[6] check,2017
[6] 2017,pew

Top Word Pairs in Tweet in G6:
[2] jinnysjoe,amnesty
[2] amnesty,amnestyireland
[2] amnestyireland,nwci
[2] nwci,pure
[2] pure,propaganda
[2] propaganda,full
[2] full,soundbites
[2] soundbites,dog
[2] dog,whistles
[2] whistles,bigoted

Top Word Pairs in Tweet in G7:
[3] free,speech
[2] stanleycohenlaw,sdgmasterglass
[2] sdgmasterglass,euphorbiaz
[2] euphorbiaz,free
[2] speech,more
[2] more,accepted
[2] accepted,anywhere
[2] anywhere,pew
[2] pew,research
[2] research,center

Top Word Pairs in Tweet in G8:
[4] spiderfoot,picture
[4] picture,shows
[4] shows,information
[4] information,available
[4] available,such
[4] such,bgp
[4] bgp,membership
[4] membership,open
[4] open,tcp
[4] tcp,ports

Top Word Pairs in Tweet in G9:
[2] older,adults

Top Word Pairs in Tweet in G10:
[2] mas,eu
[2] edwardy_pew,bah
[2] bah,tenta
[2] tenta,dar
[2] dar,uma
[2] uma,olha
[2] olha,nas
[2] nas,últimas
[2] últimas,coisas
[2] coisas,prof

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewtrusts
@pewstates
@the_sballies
@an_catherine
@johnbhorrigan
@erratarob
@sdgmasterglass
@euphorbiaz
@amnesty
@amnestyireland

Top Mentioned in G1:
@cloudatalytics
@__mannyo

Top Mentioned in G2:
@primowinters
@dropitmikeitsho
@wynterssky
@lauradoeswhat
@sirreeseinc
@bhaerpro
@drenacidettv
@iziksquirel
@swingleaverage
@danieldudleyuk

Top Mentioned in G3:
@pewtrusts

Top Mentioned in G4:
@pewstates
@an_catherine
@johnbhorrigan
@newsobserver

Top Mentioned in G5:
@the_sballies
@sblsite
@sblstudents

Top Mentioned in G6:
@amnesty
@amnestyireland
@nwci
@dianee84496001
@jinnysjoe

Top Mentioned in G7:
@sdgmasterglass
@euphorbiaz
@kppotatoes
@stanleycohenlaw

Top Mentioned in G8:
@erratarob

Top Mentioned in G9:
@jennygnther
@rezo

Top Mentioned in G10:
@saipuu
@edwardy_pew

Top Tweeters
Top Tweeters in Entire Graph:
@stanleycohenlaw
@rezo
@sdgmasterglass
@kppotatoes
@the87thtxlege
@gloworld
@warmongerexpose
@panicscare
@euphorbiaz
@brulaxias

Top Tweeters in G1:
@fwade
@uk_daniel_card
@neo081001
@_kamatsu_
@__mannyo
@craig_nation
@eternal_stargal
@amaanbali
@dyanabagby
@cloudatalytics

Top Tweeters in G2:
@iziksquirel
@wynterssky
@drenacidettv
@blutregnet
@bhaerpro
@dropitmikeitsho
@lauradoeswhat
@1beardedviking
@swingleaverage
@danieldudleyuk

Top Tweeters in G3:
@joseph_santoro
@foundv
@kbow5
@pewtrusts
@winstons655321
@theweav1
@climateactivi12
@mechage
@tinatinamlyden
@ruralinsightsup

Top Tweeters in G4:
@the87thtxlege
@newsobserver
@perezident_2040
@scfehr1
@pewstates
@roywmsjr
@jacquelinerabe
@an_catherine
@johnbhorrigan

Top Tweeters in G5:
@mpgphd
@annetteyreed
@jennisifire
@sshectman
@sblsite
@sblstudents
@the_sballies

Top Tweeters in G6:
@nwci
@pew_77
@amnesty
@amnestyireland
@jinnysjoe
@dianee84496001

Top Tweeters in G7:
@stanleycohenlaw
@sdgmasterglass
@kppotatoes
@warmongerexpose
@euphorbiaz

Top Tweeters in G8:
@erratarob
@sthehu
@joeuchill
@spiderfoot

Top Tweeters in G9:
@rezo
@jennygnther
@fhoemcke
@horclas

Top Tweeters in G10:
@coisaboabot
@edwardy_pew
@saipuu