pew internet, Twitter, 6/18/2020 4:22:36 AM, 229480


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pew internet_2020-06-17_19-20-51.xlsx
pew internet_2020-06-17_19-20-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 18, 2020
Short Description:
pew internet via NodeXL https://bit.ly/2BfPvoA
@pewtrusts
@km_dewit
@bethany_france2
@fried_chimken
@pewstates
@joenutt_author
@cefrio
@dubois_p
@edwardy_pew
@bipolarbastard

Top hashtags:
#covid19
#coronavirus
#guadagnoonline
#onlinemarketing
#progressworks

Description:
Description
The graph represents a network of 158 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, 18 June 2020 at 02:20 UTC.

The requested start date was Thursday, 18 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 16-hour, 45-minute period from Thursday, 04 June 2020 at 10:16 UTC to Wednesday, 17 June 2020 at 03:01 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 : 158
Unique Edges : 111
Edges With Duplicates : 82
Total Edges : 193
Number of Edge Types : 5
Retweet : 35
MentionsInRetweet : 54
Tweet : 29
Replies to : 30
Mentions : 45
Self-Loops : 30
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 55
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 16
Maximum Edges in a Connected Component : 40
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.359494
Graph Density : 0.0049181649600903
Modularity : 0.673448
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 158 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, 18 June 2020 at 02:20 UTC.

The requested start date was Thursday, 18 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 16-hour, 45-minute period from Thursday, 04 June 2020 at 10:16 UTC to Wednesday, 17 June 2020 at 03:01 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:
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/29/whos-not-online-in-america-today?utm_campaign=trends_atf________&utm_source=twitter_trusts&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[5] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[2] https://www.pewresearch.org/internet/2018/04/09/bots-in-the-twittersphere/
[2] https://ibdi.it/fare-soldi-online-le-5-opprtunita-principali-di-vendita-online-per-qualsiasi-imprenditore/
[2] https://ibdi.it/il-chi-cosa-perche-e-come-del-digital-marketing/
[2] https://hmail.id/hosting-email-murah-indonesia-email-hosting-dari-umkm-sampai-tbk-indonesia/
[2] https://www.pewresearch.org/internet/2016/08/15/the-hashtag-blacklivesmatter-emerges-social-activism-on-twitter/
[1] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2019/state-broadband-policy-explorer
[1] https://twitter.com/jeffschweers/status/1272510542092152832
[1] https://abasummit.io/meet-our-speakers/

Top URLs in Tweet in G1:
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[2] https://ibdi.it/fare-soldi-online-le-5-opprtunita-principali-di-vendita-online-per-qualsiasi-imprenditore/
[2] https://ibdi.it/il-chi-cosa-perche-e-come-del-digital-marketing/
[1] https://workforce-matters.org/06-17-20-webinar-digital-inclusion-101-who-has-internet-access-why-and-what-can-funders-do-about-it/
[1] https://www.pewresearch.org/internet/2017/01/26/americans-and-cybersecurity/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.citylab.com/life/2020/05/seniors-tech-online-resources-computer-video-coronavirus/610405/
[1] https://www.pewresearch.org/internet/2016/08/15/the-hashtag-blacklivesmatter-emerges-social-activism-on-twitter/
[1] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/is-covid-19-making-the-internet-sick.html
[1] http://www.pewrsr.ch/2KRHw2w
[1] https://streamlabs.com/optionalnickel41/p/home/

Top URLs in Tweet in G2:
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/29/whos-not-online-in-america-today?utm_campaign=trends_atf________&utm_source=twitter_trusts&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2019/state-broadband-policy-explorer
[1] https://twitter.com/jeffschweers/status/1272510542092152832
[1] https://www.pewtrusts.org/en/research-and-analysis/reports/2020/02/how-states-are-expanding-broadband-access?utm_campaign=governing_brd________&utm_source=twitter_states&utm_medium=social&utm_content=report_statessuccess____photo_&utm_term=___

Top URLs in Tweet in G4:
[1] https://plus.lapresse.ca/screens/44cbb4c0-06ae-4272-9c48-64add2fe4351__7C___0.html

Top URLs in Tweet in G10:
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] covid19
[5] coronavirus
[2] guadagnoonline
[2] onlinemarketing
[1] progressworks
[1] protection
[1] 420friendly
[1] copolitics
[1] emailhosting
[1] emailbisnis



Top Hashtags in Tweet in G1:
[2] guadagnoonline
[2] onlinemarketing
[1] seniorcare
[1] blacklivesmatter
[1] 420friendly
[1] progressworks
[1] protection

Top Hashtags in Tweet in G2:
[8] covid19
[5] coronavirus
[1] copolitics

Top Hashtags in Tweet in G4:
[1] québec
[1] polqc
[1] assnat

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[26] pew
[18] internet
[10] research
[8] online
[8] center
[4] according
[4] digital
[4] twitter
[3] social
[3] users

Top Words in Tweet in G2:
[18] access
[16] internet
[13] pandemic
[12] pewtrusts
[12] km_dewit
[12] broadband
[9] expert
[8] know
[8] 21
[8] million

Top Words in Tweet in G4:
[14] perte
[7] entièrement
[7] d'accord
[7] pew
[7] research
[7] québécois
[7] fera
[7] mal
[7] disparition
[7] cefrio

Top Words in Tweet in G5:
[2] probably
[2] doesn
[2] gets

Top Words in Tweet in G6:
[2] teenage

Top Words in Tweet in G7:
[5] internet
[4] eu
[2] desenho
[2] pro
[2] cara
[2] mais
[2] cirúrgico
[2] maiconkusterkkk
[2] deu
[2] trabalho

Top Words in Tweet in G8:
[2] turkey

Top Words in Tweet in G10:
[3] twitter
[2] yascha_mounk
[2] pew
[2] research

Top Word Pairs
Top Word Pairs in Tweet in G2:
[10] internet,access
[8] access,broadband
[5] broadband,expert
[3] expert,km_dewit
[2] know,21
[2] 21,million
[2] million,americans
[2] americans,lack
[2] lack,internet
[2] km_dewit,#covid19

Top Word Pairs in Tweet in G3:

Top Word Pairs in Tweet in G4:
[] entièrement,d'accord
[] d'accord,perte
[] perte,pew
[] pew,research
[] research,québécois
[] québécois,fera
[] fera,mal
[] mal,disparition
[] disparition,cefrio
[] cefrio,signifie

Top Word Pairs in Tweet in G5:
[7] probably,doesn

Top Word Pairs in Tweet in G6:

Top Word Pairs in Tweet in G7:
[] desenho,pro
[] pro,cara
[] cara,mais
[] mais,cirúrgico
[] cirúrgico,internet
[] internet,maiconkusterkkk
[] maiconkusterkkk,deu
[] deu,trabalho
[] trabalho,ent
[] ent,larga

Top Word Pairs in Tweet in G8:

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

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewtrusts
@km_dewit
@cefrio
@dubois_p
@pewstates
@orimalays
@kristinbtate
@yascha_mounk
@maiconkusterkkk
@dixiechick1972

Top Mentioned in G2:
@pewtrusts
@km_dewit
@pewstates

Top Mentioned in G3:
@jickup
@bffein
@amyresnick
@saintorange
@moorehn
@ericfraz

Top Mentioned in G4:
@cefrio
@dubois_p

Top Mentioned in G5:
@siryonkee
@epitome____
@apandahvevo
@hazbinhotel
@silvahound

Top Mentioned in G6:
@realgeoffbarton
@natefeed
@cathimogenlough
@tes

Top Mentioned in G7:
@maiconkusterkkk
@sonecawa

Top Mentioned in G8:
@aslichutyapa
@shayadzohair

Top Mentioned in G9:
@srov777
@rachel_sennott

Top Mentioned in G10:
@yascha_mounk

Top Tweeters
Top Tweeters in Entire Graph:
@suzanneinlgb
@youranoncentral
@jennykim
@whysharksmatter
@hpluckrose
@cathyyoung63
@youranonnews
@amyresnick
@cindyfitch1
@moorehn

Top Tweeters in G1:
@franknobenji
@ibdiit
@silverbulletllc
@kennernancy
@internetprivac
@ryanqasem
@ieiluh
@popularndpoppin
@mariemaga2020
@aspiretrans4ms

Top Tweeters in G2:
@suzanneinlgb
@jennykim
@cindyfitch1
@profciara
@userexperienceu
@pewtrusts
@pewstates
@madelineoldbrk
@monicahvinluan
@cjoycemqf

Top Tweeters in G3:
@amyresnick
@moorehn
@bffein
@ericfraz
@jickup
@saintorange
@bethany_france2
@xbtboston

Top Tweeters in G4:
@oli_bou
@piepot62
@martingeoffroy3
@eric_montigny
@magregoire
@cefrio
@dubois_p
@panchoroca

Top Tweeters in G5:
@silvahound
@epitome____
@apandahvevo
@markee_man
@siryonkee
@fried_chimken
@hazbinhotel

Top Tweeters in G6:
@tes
@realgeoffbarton
@natefeed
@joenutt_author
@miff__
@cathimogenlough

Top Tweeters in G7:
@maiconkusterkkk
@edwardy_pew
@saipuu
@sammypudding
@sonecawa

Top Tweeters in G8:
@shayadzohair
@aslichutyapa
@omarsefouane
@angel_abyssal

Top Tweeters in G9:
@rachel_sennott
@stonerperfuma
@srov777
@bipolarbastard

Top Tweeters in G10:
@robertwaldeck
@laurilinnea
@nattycakes13_
@yascha_mounk