pew internet, Twitter, 2/25/2021 4:01:59 AM, 249559


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pew internet_2021-02-24_19-25-04.xlsx
pew internet_2021-02-24_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 25, 2021
Short Description:
pew internet via NodeXL https://bit.ly/3qUrEQ6
@rachelcoldicutt
@live_free_vote
@libertarianinja
@chris_bail
@brodnig
@pewstates
@an_catherine
@telectables
@grimkorlp
@firetigerleo

Top hashtags:
#research
#tech
#covid
#business
#education
#health
#economic

Description:
Description
The graph represents a network of 137 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, 25 February 2021 at 03:25 UTC.

The requested start date was Thursday, 25 February 2021 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, 15-hour, 38-minute period from Thursday, 11 February 2021 at 01:21 UTC to Wednesday, 24 February 2021 at 17:00 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 : 137
Unique Edges : 102
Edges With Duplicates : 40
Total Edges : 142
Number of Edge Types : 5
Retweet : 19
MentionsInRetweet : 18
Tweet : 43
Replies to : 22
Mentions : 40
Self-Loops : 44
Reciprocated Vertex Pair Ratio : 0.0126582278481013
Reciprocated Edge Ratio : 0.025
Connected Components : 65
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 10
Maximum Edges in a Connected Component : 17
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.150301
Graph Density : 0.004293688278231
Modularity : 0.66641
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 137 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, 25 February 2021 at 03:25 UTC.

The requested start date was Thursday, 25 February 2021 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, 15-hour, 38-minute period from Thursday, 11 February 2021 at 01:21 UTC to Wednesday, 24 February 2021 at 17:00 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:
[7] https://www.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/
[2] https://www.pewresearch.org/internet/fact-sheet/internet-broadband/
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[2] https://www.twitch.tv/citizensn1pz
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/?utm_source=Pew+Research+Center&utm_campaign=7e5d769390-EMAIL_CAMPAIGN_2021_02_18_09_30&utm_medium=email&utm_term=0_3e953b9b70-7e5d769390-400856725
[1] https://www.popularmechanics.com/technology/infrastructure/a29666802/future-of-the-internet/
[1] http://www.pewinternet.org/2012/04/04/the-rise-of-e-reading/
[1] https://twitter.com/bill0004/status/1364407906192424964
[1] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2019/state-broadband-policy-explorer
[1] https://www.axios.com/pandemic-internet-access-49e88227-de21-411e-b5cc-d7be631d7d7c.html

Top URLs in Tweet in G1:
[1] http://dompterlestrolls.fr/?p=656&utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://www.twitch.tv/gunzgames
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/?utm_medium=social&utm_source=twitter
[1] https://dzone.com/
[1] https://briefly.co/anchor/Agile/story/digital-project-management-everything-you-need-to-know---dzone-agile?f=citterio&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Agile
[1] https://www.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/?utm_source=dlvr.it&utm_medium=twitter
[1] https://vimislikart.itch.io/ohterry
[1] https://www.pewresearch.org/internet/2021/02/18/2-worries-about-life-in-2025/
[1] https://www.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/?utm_source=Pew+Research+Center&utm_campaign=7e5d769390-EMAIL_CAMPAIGN_2021_02_18_09_30&utm_medium=email&utm_term=0_3e953b9b70-7e5d769390-400658505
[1] https://www.twitch.tv/jjlintag

Top URLs in Tweet in G3:
[1] https://www.pewresearch.org/internet/2014/03/11/world-wide-web-timeline/

Top URLs in Tweet in G4:
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/?utm_source=Pew+Research+Center&utm_campaign=7e5d769390-EMAIL_CAMPAIGN_2021_02_18_09_30&utm_medium=email&utm_term=0_3e953b9b70-7e5d769390-400856725

Top URLs in Tweet in G5:
[1] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2019/state-broadband-policy-explorer
[1] https://www.axios.com/pandemic-internet-access-49e88227-de21-411e-b5cc-d7be631d7d7c.html
[1] https://www.pewtrusts.org/en/research-and-analysis/reports/2020/02/how-states-are-expanding-broadband-access
[1] https://twitter.com/PostOpinions/status/1362923345730277379
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/12/08/what-covid-19-underscores-about-how-broadband-connectivity-affects-educational-attainment?utm_campaign=governing_brd_infrastructure___covid____&utm_source=twitter_states&utm_medium=social&utm_content=article_necessity____linkcard_&utm_term=problem

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/internet/2017/07/11/online-harassment-2017/

Top URLs in Tweet in G8:
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/

Top URLs in Tweet in G9:
[3] https://www.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1] research
[1] tech
[1] covid
[1] business
[1] education
[1] health
[1] economic
[1] inequality
[1] internet
[1] socialmedia



Top Hashtags in Tweet in G1:
[1] dompterlestrolls
[1] edtech
[1] iloveedtech
[1] imfutureready
[1] elearning
[1] edchat
[1] agile
[1] scrum

Top Hashtags in Tweet in G9:
[1] research
[1] tech
[1] covid
[1] business
[1] education
[1] health
[1] economic
[1] inequality
[1] internet
[1] socialmedia

Top Words
Top Words in Tweet in Entire Graph:
[91] pew
[60] internet
[33] research
[24] center
[22] more
[17] different
[16] people
[15] online
[13] experts
[10] 2025

Top Words in Tweet in G1:
[41] pew
[30] internet
[19] research
[16] center
[12] more
[8] harassment
[7] experts
[6] tech
[5] normal
[5] 2025

Top Words in Tweet in G2:
[2] denverdougscott
[2] michaelnp1701
[2] presidentofdcbp
[2] jasonreeve81
[2] pew_pew_cachoo
[2] giffordscourage
[2] igorvolsky
[2] internet
[2] neo

Top Words in Tweet in G3:
[16] different
[8] comparing
[8] timelines
[8] world
[8] wide
[8] web
[8] talk
[8] giving
[8] interesting
[7] rachelcoldicutt

Top Words in Tweet in G4:
[7] people
[7] views
[6] common
[6] reason
[6] harassed
[6] online
[6] pew
[6] study
[6] political
[5] chris_bail

Top Words in Tweet in G5:
[4] access
[3] state
[3] broadband
[3] internet
[2] expand
[2] experts
[2] students
[2] home

Top Words in Tweet in G6:
[2] gibt

Top Words in Tweet in G7:
[2] people

Top Words in Tweet in G9:
[4] more
[3] life
[3] 2025
[3] pewresearch
[2] technology
[2] experts
[2] challenges
[2] pew
[2] research

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[31] pew,research
[22] research,center
[19] pew,pew
[8] comparing,different
[8] different,timelines
[8] timelines,world
[8] world,wide
[8] wide,web
[8] web,talk
[8] talk,giving

Top Word Pairs in Tweet in G1:
[19] pew,research
[14] research,center
[9] pew,pew
[5] 2025,far
[5] far,more
[5] more,tech
[5] tech,driven
[5] driven,presenting
[5] presenting,more
[5] more,big

Top Word Pairs in Tweet in G2:
[2] jasonreeve81,pew_pew_cachoo
[2] pew_pew_cachoo,giffordscourage
[2] giffordscourage,igorvolsky

Top Word Pairs in Tweet in G3:
[8] comparing,different
[8] different,timelines
[8] timelines,world
[8] world,wide
[8] wide,web
[8] web,talk
[8] talk,giving
[8] giving,interesting
[8] interesting,different
[7] rachelcoldicutt,comparing

Top Word Pairs in Tweet in G4:
[6] common,reason
[6] reason,people
[6] people,harassed
[6] harassed,online
[6] online,pew
[6] pew,study
[6] study,political
[6] political,views
[5] chris_bail,common

Top Word Pairs in Tweet in G5:
[2] home,internet
[2] internet,access

Top Word Pairs in Tweet in G9:
[2] life,2025
[2] pew,research

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@rachelcoldicutt
@chris_bail
@pewresearch
@michaelnp1701
@presidentofdcbp
@jasonreeve81
@pew_pew_cachoo
@giffordscourage
@igorvolsky
@pewstates

Top Mentioned in G1:
@vimislikart

Top Mentioned in G2:
@michaelnp1701
@presidentofdcbp
@jasonreeve81
@pew_pew_cachoo
@giffordscourage
@igorvolsky
@noone86595893
@libertarianinja
@live_free_vote

Top Mentioned in G3:
@rachelcoldicutt

Top Mentioned in G4:
@chris_bail

Top Mentioned in G5:
@pewstates
@khart
@margarethmcgill
@quellocenter
@jm_bauer

Top Mentioned in G6:
@derspiegel
@akm0803
@roman_hoefner
@marcelrosenbach

Top Mentioned in G7:
@justthatface
@aishaismad
@ilhanmn

Top Mentioned in G8:
@iwanttotalk_now
@testnyus
@timcast

Top Mentioned in G9:
@pewresearch

Top Mentioned in G10:
@arthurbraby
@patcondell

Top Tweeters
Top Tweeters in Entire Graph:
@jchapman1729
@beccanalia
@connielnash
@cbsnews
@purpleloststar
@derspiegel
@uberfactsebooks
@heather_hear
@ppmerino
@victor_asal

Top Tweeters in G1:
@jchapman1729
@uberfactsebooks
@heather_hear
@2vanssay
@djdrek84
@madinuk
@majaderix
@mycaptainslappy
@gakathyn
@realtakedump

Top Tweeters in G2:
@igorvolsky
@michaelnp1701
@libertarianinja
@denverdougscott
@giffordscourage
@noone86595893
@jasonreeve81
@presidentofdcbp
@pew_pew_cachoo
@live_free_vote

Top Tweeters in G3:
@beccanalia
@hondanhon
@ingramglynis
@rachelcoldicutt
@sulka
@bprainsack
@ingleeshh
@data_orchard

Top Tweeters in G4:
@kengelbrecht_
@chris_bail
@william__brady
@bahartanyas
@maaslawtech
@stephanedorin

Top Tweeters in G5:
@pewstates
@an_catherine
@quellocenter
@khart
@margarethmcgill
@jm_bauer

Top Tweeters in G6:
@derspiegel
@brodnig
@akm0803
@marcelrosenbach
@shadowdroid
@roman_hoefner

Top Tweeters in G7:
@ilhanmn
@aishaismad
@debbthedrummer
@justthatface
@telectables

Top Tweeters in G8:
@saintheartwing
@timcast
@iwanttotalk_now
@testnyus
@grimkorlp

Top Tweeters in G9:
@pewresearch
@realsusanbeaver
@goskribe
@sueurahn

Top Tweeters in G10:
@arthurbraby
@patcondell
@gerardfianen
@firetigerleo