pew internet, Twitter, 7/16/2020 6:32:20 AM, 230707


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pew internet_2020-07-15_19-20-51.xlsx
pew internet_2020-07-15_19-20-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 16, 2020
Short Description:
pew internet via NodeXL https://bit.ly/2ZxQytJ
@downrangechaos
@planetdgtl
@catheri08414490
@eruditeobserver
@ashrafk54457941
@sirvontease
@ru4realrightnow
@drbirdworm
@jeanette_leardi
@kedawrld

Top hashtags:
#onlinemarketing
#guadagnoonline
#internet
#coronavirus

Description:
Description
The graph represents a network of 179 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, 16 July 2020 at 02:20 UTC.

The requested start date was Thursday, 16 July 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, 20-hour, 12-minute period from Thursday, 02 July 2020 at 01:18 UTC to Tuesday, 14 July 2020 at 21:30 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 : 179
Unique Edges : 130
Edges With Duplicates : 56
Total Edges : 186
Number of Edge Types : 5
Replies to : 27
Mentions : 77
Tweet : 46
Retweet : 18
MentionsInRetweet : 18
Self-Loops : 46
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 62
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 50
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.802477
Graph Density : 0.00367208587031574
Modularity : 0.65246
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 179 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, 16 July 2020 at 02:20 UTC.

The requested start date was Thursday, 16 July 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, 20-hour, 12-minute period from Thursday, 02 July 2020 at 01:18 UTC to Tuesday, 14 July 2020 at 21:30 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:
[3] https://themarkup.org/coronavirus/2020/06/25/millions-of-americans-depend-on-libraries-for-internet-now-theyre-closed
[2] https://ibdi.it/il-chi-cosa-perche-e-come-del-digital-marketing/
[2] https://ibdi.it/fare-soldi-online-le-5-opprtunita-principali-di-vendita-online-per-qualsiasi-imprenditore/
[2] http://trends.e-strategyblog.com/2018/10/26/internet-social-smartphone-adoption-37-countries/30035?utm_source=dynamic&utm_medium=Social%20Media&utm_campaign=e-Strategy%20Trends&utm_content=Internet%2C%20Social%20%26%20Smartphone%20Adoption%20In%2037%20Countries%20%5BTABLE%5D
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[2] https://www.pewresearch.org/internet/2020/06/30/experts-predict-more-digital-innovation-by-2030-aimed-at-enhancing-democracy/
[1] https://www.wtkr.com/news/national/coronavirus/lack-of-high-speed-internet-access-at-home-an-issue-for-online-hybrid-schooling-models
[1] https://www.wcpo.com/news/national/coronavirus/lack-of-high-speed-internet-access-at-home-an-issue-for-online-hybrid-schooling-models
[1] https://www.pewresearch.org/internet/2017/07/11/online-harassment-2017/pi_2017-07-11_online-harassment_0-01/
[1] https://www.pewresearch.org/internet/2008/12/14/scenario-2-the-internet-and-the-evolution-of-social-tolerance/

Top URLs in Tweet in G1:
[1] https://www.pewresearch.org/global/2020/01/08/trump-ratings-remain-low-around-globe-while-views-of-u-s-stay-mostly-favorable/

Top URLs in Tweet in G2:
[3] https://themarkup.org/coronavirus/2020/06/25/millions-of-americans-depend-on-libraries-for-internet-now-theyre-closed
[2] http://trends.e-strategyblog.com/2018/10/26/internet-social-smartphone-adoption-37-countries/30035?utm_source=dynamic&utm_medium=Social%20Media&utm_campaign=e-Strategy%20Trends&utm_content=Internet%2C%20Social%20%26%20Smartphone%20Adoption%20In%2037%20Countries%20%5BTABLE%5D
[2] https://ibdi.it/il-chi-cosa-perche-e-come-del-digital-marketing/
[2] https://ibdi.it/fare-soldi-online-le-5-opprtunita-principali-di-vendita-online-per-qualsiasi-imprenditore/
[1] https://www.pewresearch.org/internet/fact-sheet/social-media/
[1] https://twitter.com/henrisilvaolive/status/1278817634595848192
[1] https://www.pewresearch.org/internet/2020/06/30/experts-predict-more-digital-innovation-by-2030-aimed-at-enhancing-democracy/
[1] https://www.pewresearch.org/internet/2020/06/30/power-dynamics-play-a-key-role-in-problems-and-innovation/
[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://twitter.com/RNemala/status/1281106726519857154

Top URLs in Tweet in G3:
[1] https://www.marketplace.org/shows/marketplace-tech/internet-is-everything-access-availability-cost-policy/
[1] https://sites.tufts.edu/digitalplanet/how-digital-disparities-across-the-us-disproportionately-hurt-black-and-latinx-communities/

Top URLs in Tweet in G8:
[1] https://twitter.com/savagedystrophy/status/1282002469179076608

Top URLs in Tweet in G9:
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/

Top URLs in Tweet in G10:
[1] https://www.pewresearch.org/internet/2017/05/17/tech-adoption-climbs-among-older-adults/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] onlinemarketing
[2] guadagnoonline
[2] internet
[2] coronavirus
[1] detroit
[1] nationalsecuritylaw
[1] broadband
[1] telecom
[1] pandemic
[1] digital



Top Hashtags in Tweet in G2:
[2] onlinemarketing
[2] guadagnoonline
[1] internet
[1] covid19
[1] nationalsecuritylaw

Top Hashtags in Tweet in G3:
[1] digital

Top Words
Top Words in Tweet in Entire Graph:
[83] internet
[83] pew
[25] research
[15] according
[14] more
[11] people
[11] adults
[10] online
[10] center
[10] news

Top Words in Tweet in G2:
[40] pew
[31] internet
[13] research
[10] online
[8] americans
[7] center
[7] according
[6] use
[4] more
[4] less

Top Words in Tweet in G3:
[7] access
[7] people
[6] 10
[6] adults
[6] donâ
[6] internet
[6] black
[6] hispanics
[6] more
[6] white

Top Words in Tweet in G4:
[2] news

Top Words in Tweet in G5:
[4] poll
[3] fake
[2] yasiraq
[2] atifsaif
[2] siasatpk
[2] pew
[2] turks
[2] anonymous
[2] internet
[2] phuddu

Top Words in Tweet in G7:
[2] news

Top Words in Tweet in G8:
[9] pew
[3] picture
[3] internet
[3] proves
[3] everything
[3] told

Top Words in Tweet in G9:
[2] thomaschattwill
[2] pew
[2] 10
[2] users
[2] think
[2] public

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] pew,research
[19] pew,pew
[10] research,center
[9] according,pew
[7] internet,connection
[6] 10,adults
[6] adults,donâ
[6] donâ,access
[6] access,internet
[6] internet,black

Top Word Pairs in Tweet in G2:
[13] pew,research
[8] pew,pew
[7] research,center
[6] according,pew
[4] pew,survey
[4] internet,connection
[3] pew,news
[3] use,internet
[3] survey,published
[3] published,last

Top Word Pairs in Tweet in G3:
[6] 10,adults
[6] adults,donâ
[6] donâ,access
[6] access,internet
[6] internet,black
[6] black,people
[6] people,hispanics
[6] hispanics,more
[6] more,white
[5] planetdgtl,10

Top Word Pairs in Tweet in G5:
[2] atifsaif,siasatpk
[2] anonymous,internet
[2] internet,poll

Top Word Pairs in Tweet in G8:
[6] pew,pew
[3] picture,internet
[3] internet,proves
[3] proves,everything
[3] everything,told
[3] told,pew

Top Word Pairs in Tweet in G9:
[2] 10,users

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@planetdgtl
@wtkr3
@atifsaif
@siasatpk
@geeky_reader
@fortnitegame
@bashirm98758965
@muckzuckerburg
@unbiasedkatie
@ttransgenderism

Top Mentioned in G1:
@cdnraging
@senatorpackwood
@cathykirk14
@thumper5465
@nobodyinco
@akach5
@algrenq
@boodacat2020
@1quetzalcoatl1
@sonadorliveson

Top Mentioned in G3:
@planetdgtl
@marketplace

Top Mentioned in G4:
@charlesversion1
@mumble1994
@thebr0keb0i
@realdonaldtrump

Top Mentioned in G5:
@atifsaif
@siasatpk
@rehanraja

Top Mentioned in G6:
@bumblebeejump
@nazimhu77072375
@tarekfatah

Top Mentioned in G7:
@unbiasedkatie
@ttransgenderism

Top Mentioned in G8:
@ru4realrightnow
@kendalvondrake

Top Mentioned in G9:
@thomaschattwill

Top Mentioned in G10:
@rachelwardbooks
@texhewson

Top Tweeters
Top Tweeters in Entire Graph:
@telkomsel
@happanarinder
@foxnews
@muckzuckerburg
@wcpo
@aliceavizandum
@vickie627
@wtkr3
@mollyjongfast
@siasatpk

Top Tweeters in G1:
@vickie627
@42gnome
@downrangechaos
@sonadorliveson
@shrekthepunk
@nobodyinco
@akach5
@dogsbcool
@houseofjames2
@patriqt_1776

Top Tweeters in G2:
@wcpo
@fwade
@tai5na
@thedailynumbers
@ibdiit
@witty_daddy
@akiezruk
@internet_guy_28
@rnemala
@mrbag5

Top Tweeters in G3:
@marketplace
@fletcherschool
@ibgc_fletcher
@planetdgtl
@je_suis_ravi
@uzairistan
@rthiruambalam

Top Tweeters in G4:
@realdonaldtrump
@thebr0keb0i
@mumble1994
@catheri08414490
@hose96714746
@charlesversion1

Top Tweeters in G5:
@siasatpk
@eruditeobserver
@yasiraq
@atifsaif
@rehanraja

Top Tweeters in G6:
@tarekfatah
@bumblebeejump
@mohammad_hamza2
@ashrafk54457941
@nazimhu77072375

Top Tweeters in G7:
@ttransgenderism
@drbirdworm
@kamdamfnkingz
@unbiasedkatie

Top Tweeters in G8:
@kendalvondrake
@ru4realrightnow
@savagedystrophy
@coccocollins

Top Tweeters in G9:
@thomaschattwill
@stoicseeker
@chris_jacksoc
@elle_baptiste

Top Tweeters in G10:
@texhewson
@flashmaggie
@rachelwardbooks
@jeanette_leardi


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