pew internet, Twitter, 9/9/2021 4:38:39 AM, 261558


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pew internet_2021-09-08_19-25-04.xlsx
pew internet_2021-09-08_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 09, 2021
Short Description:
pew internet via NodeXL https://bit.ly/3tpcDrT
@fcg_net
@0wasp01
@smallsoulbites
@jorgeta26452872
@platini954
@newsmoonshot
@dakzhul
@kellymendoza
@pewstates
@internet_reject

Top hashtags:
#connectednation
#internet
#technology
#homeworkgap
#pandemic
#covid19
#mco335

Description:
Description
The graph represents a network of 116 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, 09 September 2021 at 02:25 UTC.

The requested start date was Thursday, 09 September 2021 at 00:01 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 12-day, 8-hour, 30-minute period from Thursday, 26 August 2021 at 10:35 UTC to Tuesday, 07 September 2021 at 19:06 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 : 116
Unique Edges : 85
Edges With Duplicates : 48
Total Edges : 133
Number of Edge Types : 5
Tweet : 61
Replies to : 15
Mentions : 20
Retweet : 18
MentionsInRetweet : 19
Self-Loops : 61
Reciprocated Vertex Pair Ratio : 0.0204081632653061
Reciprocated Edge Ratio : 0.04
Connected Components : 68
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 7
Maximum Edges in a Connected Component : 20
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 0.907285
Graph Density : 0.00374812593703148
Modularity : 0.526429
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 116 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, 09 September 2021 at 02:25 UTC.

The requested start date was Thursday, 09 September 2021 at 00:01 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 12-day, 8-hour, 30-minute period from Thursday, 26 August 2021 at 10:35 UTC to Tuesday, 07 September 2021 at 19:06 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:
[25] https://www.pewresearch.org/internet/2021/09/01/the-internet-and-the-pandemic/
[3] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[2] https://www.pewresearch.org/internet/2021/05/19/americans-and-cancel-culture-where-some-see-calls-for-accountability-others-see-censorship-punishment/
[1] https://www.pewresearch.org/internet/2017/02/08/theme-3-humanity-and-human-judgment-are-lost-when-data-and-predictive-modeling-become-paramount/
[1] https://carjiescott.com/2018/06/17/cdc-report-on-fathers-involvement-proves-that-black-dads-are-most-involved-and-the-pew-research-center-reports-that-the-role-of-the-american-dad-is-changing/
[1] https://moonshot.news/news/technology-news/40-say-using-tech-in-new-ways-during-pandemic/
[1] https://www.linkedin.com/slink?code=da_3f7GQ
[1] https://www.pewresearch.org/internet/2021/09/01/the-role-of-technology-in-covid-19-vaccine-registration/
[1] https://blandinonbroadband.org/2021/09/02/pew-reports-on-the-internet-and-the-pandemic-almost-half-with-broadband-said-they-had-problems-with-speed/
[1] https://stephenslighthouse.com/2021/09/02/pew-the-internet-and-the-pandemic/

Top URLs in Tweet in G1:
[22] https://www.pewresearch.org/internet/2021/09/01/the-internet-and-the-pandemic/
[3] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[1] https://www.robinspost.com/news/technology-news/1431556-internet-news-the-internet-and-the-pandemic-pew-research-center.html
[1] https://stephenslighthouse.com/2021/09/02/pew-the-internet-and-the-pandemic/
[1] https://blandinonbroadband.org/2021/09/02/pew-reports-on-the-internet-and-the-pandemic-almost-half-with-broadband-said-they-had-problems-with-speed/
[1] https://www.pewresearch.org/internet/2021/09/01/the-role-of-technology-in-covid-19-vaccine-registration/
[1] https://www.linkedin.com/slink?code=da_3f7GQ
[1] https://www.pewresearch.org/internet/2017/02/08/theme-3-humanity-and-human-judgment-are-lost-when-data-and-predictive-modeling-become-paramount/

Top URLs in Tweet in G4:
[1] https://www.pewresearch.org/internet/2021/05/19/americans-and-cancel-culture-where-some-see-calls-for-accountability-others-see-censorship-punishment/

Top URLs in Tweet in G5:
[1] https://moonshot.news/news/technology-news/40-say-using-tech-in-new-ways-during-pandemic/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15] connectednation
[6] internet
[4] technology
[2] homeworkgap
[2] pandemic
[2] covid19
[2] mco335
[1] socialmedia
[1] internetofthings
[1] teleworking



Top Hashtags in Tweet in G1:
[15] connectednation
[2] mco335
[2] internet
[2] covid19
[1] news
[1] pew
[1] pandemic
[1] technology
[1] socialmedia
[1] internetofthings

Top Hashtags in Tweet in G5:
[3] internet
[3] technology
[1] pandemic

Top Words
Top Words in Tweet in Entire Graph:
[107] pew
[99] internet
[35] research
[30] pandemic
[27] center
[24] 90
[23] important
[23] americans
[22] essential
[21] lt

Top Words in Tweet in G1:
[61] internet
[56] pew
[32] research
[27] center
[27] pandemic
[21] lt
[19] survey
[17] americans
[17] important
[16] 90

Top Words in Tweet in G3:
[2] pew

Top Words in Tweet in G4:
[2] people

Top Words in Tweet in G5:
[3] 90
[3] americans
[3] #internet
[3] essential
[3] important
[3] 40
[3] used
[3] #technology
[3] ways
[3] during

Top Words in Tweet in G6:
[2] 2000
[2] babies
[2] remember
[2] dial
[2] internet

Top Words in Tweet in G7:
[4] scamming
[4] 80s
[4] 90s
[4] breeze
[4] internet
[4] wasn
[4] easy
[4] talk
[4] dress
[4] way

Top Words in Tweet in G9:
[2] vai
[2] pew
[2] direito

Top Words in Tweet in G10:
[21] poo
[16] fart
[14] dog
[13] internet
[11] pew
[10] turd
[9] diarrhea
[8] bitcoin
[6] data
[5] faketakedump

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[29] pew,research
[27] research,center
[27] internet,pandemic
[22] 90,americans
[22] essential,important
[19] pandemic,90
[19] americans,internet
[19] internet,essential
[18] pew,internet
[18] pew,pew

Top Word Pairs in Tweet in G1:
[29] pew,research
[27] research,center
[24] internet,pandemic
[16] pandemic,90
[16] 90,americans
[16] americans,internet
[16] internet,essential
[16] essential,important
[16] results,pew
[16] center,survey

Top Word Pairs in Tweet in G5:
[3] 90,americans
[3] americans,#internet
[3] #internet,essential
[3] essential,important
[3] important,40
[3] 40,used
[3] used,#technology
[3] #technology,ways
[3] ways,during
[2] newsmoonshot,90

Top Word Pairs in Tweet in G6:
[2] 2000,babies
[2] dial,internet

Top Word Pairs in Tweet in G7:
[4] scamming,80s
[4] 80s,90s
[4] 90s,breeze
[4] breeze,internet
[4] internet,wasn
[4] wasn,easy
[4] easy,talk
[4] talk,dress
[4] dress,way
[4] way,investments

Top Word Pairs in Tweet in G10:
[14] dog,poo
[6] poo,internet
[5] data,science
[4] photography,data
[4] science,qingsong
[4] qingsong,little
[4] little,dog
[4] poo,world
[4] world,korra
[4] korra,slow

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@faketakedump
@platini954
@pewresearch
@newsmoonshot
@kellymendoza
@pewstates
@red_chinky4
@edmundo_burgos
@pew
@wokescolding

Top Mentioned in G2:
@lonesomecrow72
@curtain_flower
@styx666official
@shoe0nhead
@thequartering

Top Mentioned in G3:
@oraffertyphilip
@brit9er
@gbnews

Top Mentioned in G4:
@edavidds
@conor64
@libsoftiktok

Top Mentioned in G5:
@newsmoonshot
@pew

Top Mentioned in G6:
@wokescolding
@tarynjay6

Top Mentioned in G7:
@platini954

Top Mentioned in G8:
@toddjohnson1965
@abc

Top Mentioned in G9:
@edmundo_burgos

Top Mentioned in G10:
@faketakedump

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@artificialbra1n
@jennykim
@janniaragon
@abc
@blakjordanbreen
@education_24x7
@katmckinley
@popehat
@stem_nastics

Top Tweeters in G1:
@robinsnewswire
@janniaragon
@stem_nastics
@o6paris
@sinsinnatti
@annt
@joebarnes
@sabram
@tassosmorfis
@connectednation

Top Tweeters in G2:
@shoe0nhead
@styx666official
@savagenomore
@thequartering
@fcg_net
@lonesomecrow72
@curtain_flower

Top Tweeters in G3:
@brit9er
@0wasp01
@mrglass61145253
@gbnews
@oraffertyphilip

Top Tweeters in G4:
@popehat
@conor64
@smallsoulbites
@edavidds
@libsoftiktok

Top Tweeters in G5:
@digital_ladies
@pew
@adatechschool
@newsmoonshot

Top Tweeters in G6:
@tarynjay6
@wokescolding
@jorgeta26452872
@nezukokamado

Top Tweeters in G7:
@blakjordanbreen
@platini954
@__jaymakaveli
@sapiomag

Top Tweeters in G8:
@abc
@bug_hall
@toddjohnson1965
@dakzhul

Top Tweeters in G9:
@alencaramatos
@edmundo_burgos
@patriottafake

Top Tweeters in G10:
@artificialbra1n
@pubgmobileplyer
@faketakedump


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