pew internet, Twitter, 12/17/2020 2:31:53 PM, 243565


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pew internet_2020-12-16_19-25-04.xlsx
pew internet_2020-12-16_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 17, 2020
Short Description:
pew internet via NodeXL https://bit.ly/3gZOe62
@pewtrusts
@jm_bauer
@an_catherine
@katrinanation
@neonsamurai0
@taichouwantz
@pwnpreet7
@fcc
@brainbubbles_de
@crowbarcosmic

Top hashtags:
#pandemic
#eveonline
#tweetfleet
#brainbubbles
#spacex
#twitch
#gaming
#pew

Description:
Description
The graph represents a network of 125 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, 17 December 2020 at 03:25 UTC.

The requested start date was Thursday, 17 December 2020 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, 1-hour, 21-minute period from Thursday, 03 December 2020 at 19:43 UTC to Wednesday, 16 December 2020 at 21:04 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 : 125
Unique Edges : 74
Edges With Duplicates : 97
Total Edges : 171
Number of Edge Types : 5
Replies to : 18
Mentions : 22
Retweet : 42
MentionsInRetweet : 53
Tweet : 36
Self-Loops : 38
Reciprocated Vertex Pair Ratio : 0.0493827160493827
Reciprocated Edge Ratio : 0.0941176470588235
Connected Components : 52
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 22
Maximum Edges in a Connected Component : 48
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.606258
Graph Density : 0.00548387096774194
Modularity : 0.534472
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 125 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, 17 December 2020 at 03:25 UTC.

The requested start date was Thursday, 17 December 2020 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, 1-hour, 21-minute period from Thursday, 03 December 2020 at 19:43 UTC to Wednesday, 16 December 2020 at 21:04 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/2020/11/30/how-much-broadband-speed-do-americans-need?utm_campaign=governing_brd_infrastructure__covid_____&utm_source=twitter_trusts&utm_medium=social&utm_content=article_necessity____linkcard_&utm_term=___
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[2] https://www.cnn.com/2020/12/08/tech/spacex-starlink-subsidies-fcc-scn/index.html
[2] https://brainbubbles.de/collections/internet-spaceships
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/12/08/what-covid-19-underscores-about-how-broadband-connectivity-affects-educational-attainment
[2] http://www.pewinternet.org/2018/04/17/the-future-of-well-being-in-a-tech-saturated-world/?utm_sq=frblgsc5xf&utm_source=twitter&utm_medium=social&utm_campaign=cloudatalytics&utm_content=technology
[2] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/11/states-tap-federal-cares-act-to-expand-broadband?utm_campaign=governing_brd_usstatepolicy__covid_____&utm_source=twitter_trusts&utm_medium=social&utm_content=issuebrief_necessity____linkcard_&utm_term=___datapoint
[2] https://digitalpolicylaw.com/las-maravillas-y-los-riesgos-de-la-sociedad-hiperconectada-segun-lee-rainie/
[2] https://www.pewresearch.org/internet/2017/10/19/the-future-of-truth-and-misinformation-online/
[1] https://www.thenation.com/article/society/conservative-talk-radio/

Top URLs in Tweet in G1:
[2] https://digitalpolicylaw.com/las-maravillas-y-los-riesgos-de-la-sociedad-hiperconectada-segun-lee-rainie/
[2] http://www.pewinternet.org/2018/04/17/the-future-of-well-being-in-a-tech-saturated-world/?utm_sq=frblgsc5xf&utm_source=twitter&utm_medium=social&utm_campaign=cloudatalytics&utm_content=technology
[2] https://www.cnn.com/2020/12/08/tech/spacex-starlink-subsidies-fcc-scn/index.html
[1] http://www.zusia.com/
[1] https://www.pewresearch.org/internet/2018/11/28/teens-friendships-and-online-groups/
[1] https://twitter.com/aAntifadamareia/status/1337493055889416195

Top URLs in Tweet in G2:
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/11/30/how-much-broadband-speed-do-americans-need?utm_campaign=governing_brd_infrastructure__covid_____&utm_source=twitter_trusts&utm_medium=social&utm_content=article_necessity____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/11/states-tap-federal-cares-act-to-expand-broadband?utm_campaign=governing_brd_usstatepolicy__covid_____&utm_source=twitter_trusts&utm_medium=social&utm_content=issuebrief_necessity____linkcard_&utm_term=___datapoint
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/11/30/how-much-broadband-speed-do-americans-need?utm_campaign=governing_brd_uspolicy__covid_____&utm_source=twitter_trusts&utm_medium=social&utm_content=article_necessity____linkcard_&utm_term=___datapoint
[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_______&utm_source=twitter_trusts&utm_medium=social&utm_content=article_necessity____linkcard_&utm_term=___

Top URLs in Tweet in G3:
[1] https://www.thenation.com/article/society/conservative-talk-radio/

Top URLs in Tweet in G5:
[1] https://www.pewresearch.org/internet/2018/12/10/artificial-intelligence-and-the-future-of-humans/

Top URLs in Tweet in G10:
[2] https://brainbubbles.de/collections/internet-spaceships

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] pandemic
[2] eveonline
[2] tweetfleet
[2] brainbubbles
[2] spacex
[2] twitch
[2] gaming
[2] pew
[2] digital
[2] tech



Top Hashtags in Tweet in G1:
[2] digital
[2] tech
[1] zusia
[1] friendshipfriday
[1] friends
[1] h2lglobal
[1] technology
[1] linkedintip
[1] healthcareentrepreneurs
[1] healthcaremarkeing

Top Hashtags in Tweet in G2:
[3] pandemic
[1] homeworkgap

Top Hashtags in Tweet in G6:
[1] अन्नदाता_भूख_हडताल_पे_है

Top Hashtags in Tweet in G10:
[2] eveonline
[2] tweetfleet
[2] brainbubbles
[2] spacex
[2] twitch
[2] gaming
[2] pew
[1] elitedangerous
[1] gamer

Top Words
Top Words in Tweet in Entire Graph:
[85] pew
[85] internet
[33] research
[31] access
[30] students
[26] home
[18] pewtrusts
[16] 16
[14] million
[14] those

Top Words in Tweet in G1:
[31] pew
[22] internet
[15] research
[5] center
[4] according
[4] study
[3] use
[3] reported
[3] 2018
[3] teens

Top Words in Tweet in G2:
[23] students
[22] internet
[20] access
[18] pewtrusts
[17] home
[13] million
[10] income
[10] rural
[9] 15
[9] 16

Top Words in Tweet in G3:
[6] 2008
[6] pew
[6] research
[6] poll
[6] found
[6] 16
[6] percent
[6] general
[6] election
[6] year

Top Words in Tweet in G4:
[3] white
[3] men
[3] asian
[2] women

Top Words in Tweet in G5:
[4] dg_rand
[4] jayvanbavel
[4] pew
[4] doing
[4] example
[4] one
[4] surveyed
[3] natematias

Top Words in Tweet in G6:
[2] voh
[2] hai
[2] internet
[2] nhi
[2] kya
[2] tha

Top Words in Tweet in G7:
[2] pew

Top Words in Tweet in G8:
[2] pow
[2] pew

Top Words in Tweet in G9:
[2] çocuklar
[2] eğitim
[2] için
[2] internet
[2] ve
[2] bilgisayar
[2] istiyor
[2] ikitidar
[2] bütçeyi
[2] şirketlere

Top Words in Tweet in G10:
[8] check
[4] internet
[4] spaceships
[4] shirts
[4] back
[4] plus
[4] sweater
[4] those
[4] long
[4] dark

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[26] pew,research
[21] pew,pew
[20] internet,access
[16] home,internet
[10] low,income
[9] research,center
[9] 15,16
[9] 16,million
[9] million,elementary
[9] elementary,secondary

Top Word Pairs in Tweet in G1:
[11] pew,research
[8] pew,pew
[5] research,center
[3] pew,internet
[2] according,pew
[2] internet,research
[2] future,well
[2] well,being
[2] being,tech
[2] tech,saturated

Top Word Pairs in Tweet in G2:
[16] internet,access
[14] home,internet
[9] 15,16
[9] 16,million
[9] million,elementary
[9] elementary,secondary
[9] secondary,students
[9] students,especially
[9] especially,those
[9] those,low

Top Word Pairs in Tweet in G3:
[6] 2008,pew
[6] pew,research
[6] research,poll
[6] poll,found
[6] found,16
[6] 16,percent
[6] percent,general
[6] general,election
[6] election,year
[6] year,info

Top Word Pairs in Tweet in G4:
[2] white,men

Top Word Pairs in Tweet in G5:
[4] dg_rand,jayvanbavel
[4] jayvanbavel,pew
[4] pew,doing
[4] doing,example
[4] example,one
[4] one,surveyed
[3] natematias,dg_rand

Top Word Pairs in Tweet in G9:
[2] çocuklar,eğitim
[2] eğitim,için
[2] için,internet
[2] internet,ve
[2] ve,bilgisayar
[2] bilgisayar,istiyor
[2] istiyor,ikitidar
[2] ikitidar,bütçeyi
[2] bütçeyi,şirketlere
[2] şirketlere,hortumlamanın

Top Word Pairs in Tweet in G10:
[4] check,check
[4] check,internet
[4] internet,spaceships
[4] spaceships,shirts
[4] shirts,back
[4] back,plus
[4] plus,sweater
[4] sweater,those
[4] those,long
[4] long,dark

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewtrusts
@katrinanation
@jayvanbavel
@fcc
@natematias
@dg_rand
@antones_fubar
@jm_bauer
@ziyaselcuk
@brainbubbles_de

Top Mentioned in G1:
@cloudatalytics
@jimprov

Top Mentioned in G2:
@pewtrusts
@fcc
@johnbhorrigan
@quellocenter
@jm_bauer

Top Mentioned in G3:
@katrinanation

Top Mentioned in G4:
@bribri865
@vickylynnlovey
@cherryhilldio
@sellesause

Top Mentioned in G5:
@jayvanbavel
@natematias
@dg_rand

Top Mentioned in G6:
@kiranks
@shefvaidya

Top Mentioned in G7:
@mibr
@flashpoint

Top Mentioned in G8:
@vsmzin

Top Mentioned in G9:
@ziyaselcuk
@muratcepnihdp

Top Mentioned in G10:
@brainbubbles_de

Top Tweeters
Top Tweeters in Entire Graph:
@ml_tweet_bot
@renegade_roo
@3pennymovies
@regamertron
@harryhsolo
@kiranks
@limaocomvodka
@iddybud
@belieberval_
@ddsquared

Top Tweeters in G1:
@limaocomvodka
@belieberval_
@dan9nth
@dpl_tech
@drjackievolk
@keetonman
@jorvitali
@jimprov
@emidelfuturo
@cloudatalytics

Top Tweeters in G2:
@iddybud
@ddsquared
@sdbanville
@stewartbmcgehee
@bowtiepolitics
@pewtrusts
@fcc
@txlnghrnjen
@mnfarmersunion
@shemkalegal

Top Tweeters in G3:
@3pennymovies
@kurtrobson101
@katrinanation
@lambri97
@dalessandro4az
@paulmsparrow1

Top Tweeters in G4:
@vickylynnlovey
@tsomething17
@cherryhilldio
@bribri865
@neonsamurai0
@sellesause

Top Tweeters in G5:
@artificialbra1n
@natematias
@jayvanbavel
@dg_rand

Top Tweeters in G6:
@kiranks
@shefvaidya
@opinionwaleh
@pwnpreet7

Top Tweeters in G7:
@flashpoint
@mibr
@taichouwantz
@ogesportscsgo

Top Tweeters in G8:
@ruhhbs
@vsmzin
@bruno_salvatori

Top Tweeters in G9:
@pew_tr
@muratcepnihdp
@ziyaselcuk

Top Tweeters in G10:
@regamertron
@apk_ninja
@brainbubbles_de