pew internet, Twitter, 1/20/2022 3:31:43 AM, 270319


FAQ | Problem?

pew internet_2022-01-19_19-25-04.xlsx
pew internet_2022-01-19_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 20, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3rrHNOE
@quaker2001
@pew_77
@at_oasis
@cristianmbauche
@usagichan95
@supertolerant
@erratarob
@phmai
@mistyko68329286
@nh_jim

Top hashtags:
#uconncomm5640
#digitaldivide
#digitalequity
#socialmedia
#instagram
#pewresearchcente

Description:
Description
The graph represents a network of 113 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, 20 January 2022 at 03:25 UTC.

The requested start date was Thursday, 20 January 2022 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, 16-hour, 38-minute period from Thursday, 06 January 2022 at 01:58 UTC to Wednesday, 19 January 2022 at 18:37 UTC.

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 : 113
Unique Edges : 78
Edges With Duplicates : 33
Total Edges : 111
Number of Edge Types : 5
Replies to : 20
Mentions : 33
Tweet : 30
Retweet : 13
MentionsInRetweet : 15
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0.0153846153846154
Reciprocated Edge Ratio : 0.0303030303030303
Connected Components : 51
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 7
Maximum Edges in a Connected Component : 9
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.061995
Graph Density : 0.00521491782553729
Modularity : 0.683102
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 113 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, 20 January 2022 at 03:25 UTC.

The requested start date was Thursday, 20 January 2022 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, 16-hour, 38-minute period from Thursday, 06 January 2022 at 01:58 UTC to Wednesday, 19 January 2022 at 18:37 UTC.

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://www.pewresearch.org/internet/2021/06/03/mobile-technology-and-home-broadband-2021/
[3] https://www.pewresearch.org/internet/2021/12/08/the-state-of-gig-work-in-2021/
[2] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[1] https://twitter.com/AdamJSchwarz/status/1483135225844666372
[1] https://mobilecitizen.org/resources/news/digital-divide-the-affordability-factor/
[1] https://twitter.com/selmekki/status/1483840292793065473
[1] https://apnews.com/article/coronavirus-pandemic-technology-health-education-digital-divide-f9e1d27e72c15a25d10a63462edf12cb
[1] https://laopinion.com/2022/01/18/pew-research-solo-65-de-los-hispanos-tendrian-acceso-a-banda-ancha-de-internet-en-ee-uu/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1642574999
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/10/15/legal-barriers-to-expanding-high-speed-reliable-internet
[1] https://www.pewresearch.org/internet/fact-sheet/mobile/

Top URLs in Tweet in G1:
[2] https://www.pewresearch.org/internet/2021/12/08/the-state-of-gig-work-in-2021/
[1] https://www.cnet.com/news/the-internet-is-a-great-source-for-facts-but-jan-6-reminds-us-truth-isnt-the-problem/?ftag=CAD-03-10acb0d
[1] https://www.netwerk24.com/huisgenoot/nuus/ontmoet-pepe-le-pew-die-internet-se-singende-chihuahua-20220107
[1] https://twitter.com/miss_raven_n/status/1480247378431168530
[1] https://twitch.tv/barkshire
[1] https://www.linkedin.com/slink?code=dmNx-Tn7
[1] https://www.linkedin.com/slink?code=gqNCAHqh
[1] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[1] https://www.pewresearch.org/internet/fact-sheet/mobile/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/

Top URLs in Tweet in G7:
[1] https://twitter.com/FugsFunny98/status/1479099519035793414

Top URLs in Tweet in G9:
[1] https://www.elon.edu/u/news/2021/06/16/new-pew-imagining-the-internet-report-raises-concerns-about-artificial-intelligence/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] uconncomm5640
[1] digitaldivide
[1] digitalequity
[1] socialmedia
[1] instagram
[1] pewresearchcente
[1] edu6323
[1] incredible
[1] thoughtprovoking
[1] mindblowing



Top Hashtags in Tweet in G1:
[1] twitch
[1] livestream
[1] escapefromtarkov
[1] eft
[1] incredible
[1] thoughtprovoking
[1] mindblowing
[1] research
[1] covid19pandemic
[1] socialmedia

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] pew,research
[13] pew,pew
[11] research,center
[6] digital,divide
[6] pew,internet
[6] internet,home
[6] mistyko68329286,mistyko68329286
[5] social,media
[5] 2011,15
[5] 15,internet

Top Word Pairs in Tweet in G1:
[12] pew,research
[7] research,center
[3] pew,pew
[3] pew,die
[3] social,media
[2] internet,today
[2] 50,millones
[2] 2021,pew

Top Word Pairs in Tweet in G5:
[5] pew,pew
[3] todd_humphreys,robertmlee
[3] pew,internet
[2] robertmlee,company
[2] company,actually
[2] actually,see
[2] see,pew

Top Word Pairs in Tweet in G7:
[5] 2011,15
[5] 15,internet
[5] internet,home
[5] home,look
[5] look,first
[5] first,time
[5] time,watched
[4] usagichan95,2011

Top Word Pairs in Tweet in G8:
[6] mistyko68329286,mistyko68329286
[3] pew_teens_internet,mistyko68329286

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@usagichan95
@robertmlee
@mistyko68329286
@mike10010100
@jasonjoshuapro
@pew_wrestling
@enthymemer
@bairings
@chrissy28925754
@anneohirsch

Top Mentioned in G2:
@muirheadterry
@dawndawgfan
@lsferguson
@peacocktv
@youtubetv

Top Mentioned in G3:
@_____gem
@paulr97503570
@mc_green_trader
@chardinetaylor

Top Mentioned in G4:
@sallyorme
@studentactivism
@marvclowder

Top Mentioned in G5:
@robertmlee
@erratarob
@todd_humphreys
@greynoiseio

Top Mentioned in G6:
@elvick
@unfpa
@devonblow

Top Mentioned in G7:
@usagichan95

Top Mentioned in G8:
@mistyko68329286

Top Mentioned in G9:
@pewresearch
@elonuniversity

Top Mentioned in G10:
@enthymemer

Top Tweeters
Top Tweeters in Entire Graph:
@lsferguson
@jkfecke
@laopinionla
@smartecocity
@wiltito
@joshuaogundu
@tony_be
@studentactivism
@mike10010100
@marvclowder

Top Tweeters in G1:
@laopinionla
@tony_be
@huisgenoot
@ukoddball
@oregonblondi
@9wireless
@bekinc
@hecksalmonids
@themarcusgarret
@litesomkafka

Top Tweeters in G2:
@lsferguson
@peacocktv
@youtubetv
@quaker2001
@dawndawgfan
@muirheadterry
@pew_nation

Top Tweeters in G3:
@_____gem
@chardinetaylor
@pew_77
@supertolerant
@paulr97503570
@mc_green_trader
@thomasdwalter

Top Tweeters in G4:
@studentactivism
@marvclowder
@at_oasis
@sallyorme
@lorriberri

Top Tweeters in G5:
@erratarob
@robertmlee
@todd_humphreys
@supriyamaz
@greynoiseio

Top Tweeters in G6:
@elvick
@unfpa
@g0doghanneugda
@cristianmbauche
@devonblow

Top Tweeters in G7:
@wiltito
@mayoh71
@rwinger24
@lecatproduction
@usagichan95

Top Tweeters in G8:
@tinamit77712689
@jenniferwiser18
@ericame22399036
@mistyko68329286

Top Tweeters in G9:
@pewresearch
@elonuniversity
@phmai
@dj_pare

Top Tweeters in G10:
@imani_barbarin
@enthymemer
@feeltheweightof