pew internet, Twitter, 12/31/2020 3:29:37 AM, 244471


FAQ | Problem?

pew internet_2020-12-30_19-25-04.xlsx
pew internet_2020-12-30_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2020
Short Description:
pew internet via NodeXL https://bit.ly/2WYtEd6
@wishleeluck
@pewtrusts
@jm_bauer
@an_catherine
@pewstates
@okbutlisten_gfy
@rooperitvos
@gorganh
@krypticraiyne
@cjsewall9

Top hashtags:
#broadband
#apexlegends
#twitch
#smallstreamer
#thatsnotme
#digital
#tech

Description:
Description
The graph represents a network of 152 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, 31 December 2020 at 03:25 UTC.

The requested start date was Thursday, 31 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, 16-hour, 11-minute period from Thursday, 17 December 2020 at 03:58 UTC to Wednesday, 30 December 2020 at 20:10 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 : 152
Unique Edges : 56
Edges With Duplicates : 171
Total Edges : 227
Number of Edge Types : 5
Replies to : 13
Mentions : 18
Tweet : 33
Retweet : 82
MentionsInRetweet : 81
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 44
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 54
Maximum Edges in a Connected Component : 107
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.905467
Graph Density : 0.00470547228999651
Modularity : 0.470682
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 152 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, 31 December 2020 at 03:25 UTC.

The requested start date was Thursday, 31 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, 16-hour, 11-minute period from Thursday, 17 December 2020 at 03:58 UTC to Wednesday, 30 December 2020 at 20:10 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:
[4] https://seniornews.com/5-mobile-apps-for-seniors-to-make-life-easier/
[4] https://www.twitch.tv:443/krypticraiyne
[4] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[2] https://www.pewresearch.org/internet/fact-sheet/social-media/
[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
[1] https://www.elon.edu/u/imagining/wp-content/uploads/sites/964/2020/12/Imagining-The-Internet-Digital-Life-2020-Looking-Back-Looking-Forward.pdf
[1] https://twitter.com/OuiOuiGarcon/status/1343441269939462144
[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=___
[1] https://www.pcmag.com/news/internet-cell-phone-services-more-important-than-ever-but-americans-worry?taid=5fe318a654859c00014398fd&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/12/08/what-covid-19-underscores-about-how-broadband-connectivity-affects-educational-attainment

Top URLs in Tweet in G2:
[4] https://seniornews.com/5-mobile-apps-for-seniors-to-make-life-easier/
[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
[1] http://www.pewinternet.org/2012/04/04/the-rise-of-e-reading/
[1] http://dompterlestrolls.fr/?p=656&utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://www.pewresearch.org/internet/2018/11/28/teens-friendships-and-online-groups/
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.pcmag.com/news/internet-cell-phone-services-more-important-than-ever-but-americans-worry?taid=5fe318a654859c00014398fd&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://twitter.com/OuiOuiGarcon/status/1343441269939462144

Top URLs in Tweet in G3:
[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=___
[1] https://www.pewtrusts.org/en/about/news-room/opinion/2020/12/16/a-national-solution-to-the-digital-divide-starts-with-states?utm_campaign=governing_brd_usstatepolicy_______&utm_source=twitter_trusts&utm_medium=social&utm_content=opinion_statesuccess_linkcard_&utm_term=quote
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/22/states-of-innovation?utm_campaign=governing_instn_usstatepolicy__soin_____&utm_source=twitter_states&utm_medium=social&utm_content=collection_general____photo_&utm_term=___
[1] 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

Top URLs in Tweet in G7:
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/12/08/what-covid-19-underscores-about-how-broadband-connectivity-affects-educational-attainment
[1] https://www.techdirt.com/articles/20201214/07140645876/national-solution-to-digital-divide-starts-with-states.shtml?utm_campaign=governing_brd_usstatepolicy_______&utm_source=twitter_states&utm_medium=social&utm_content=3rdparty_statesuccess_linkcard_&utm_term=quote
[1] https://www.pewtrusts.org/en/about/news-room/opinion/2020/12/16/a-national-solution-to-the-digital-divide-starts-with-states?utm_campaign=governing_brd_usstatepolicy_______&utm_source=twitter_states&utm_medium=social&utm_content=opinion_statesuccess_linkcard_&utm_term=quote

Top URLs in Tweet in G8:
[4] https://www.twitch.tv:443/krypticraiyne

Top URLs in Tweet in G10:
[1] https://www.apa.org/news/press/releases/2020/11/post-election-stress
[1] https://www.pewresearch.org/internet/fact-sheet/social-media/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] broadband
[4] apexlegends
[4] twitch
[4] smallstreamer
[2] thatsnotme
[2] digital
[2] tech
[1] homeworkgap
[1] tuesdaytips
[1] stimulus



Top Hashtags in Tweet in G2:
[2] digital
[2] tech
[1] dompterlestrolls
[1] technology
[1] tuesdaytips

Top Hashtags in Tweet in G3:
[1] homeworkgap
[1] broadband
[1] coronavirus

Top Hashtags in Tweet in G7:
[3] broadband

Top Hashtags in Tweet in G8:
[4] apexlegends
[4] twitch
[4] smallstreamer

Top Words
Top Words in Tweet in Entire Graph:
[127] internet
[116] pew
[58] days
[55] place
[54] such
[54] weird
[53] wishleeluck
[40] access
[27] students
[20] research

Top Words in Tweet in G1:
[54] internet
[54] such
[54] weird
[54] place
[54] days
[54] pew
[53] wishleeluck

Top Words in Tweet in G2:
[25] pew
[19] internet
[14] research
[11] center
[9] study
[8] seniors
[7] people
[6] smartphones
[5] online
[5] cell

Top Words in Tweet in G3:
[30] access
[27] students
[27] internet
[20] home
[18] pewtrusts
[10] limited
[10] lower
[10] overall
[10] gpas
[10] fast

Top Words in Tweet in G4:
[3] pew
[3] miss

Top Words in Tweet in G6:
[2] religious

Top Words in Tweet in G7:
[10] access
[5] states
[4] high
[4] speed
[4] internet
[3] #broadband
[3] making
[3] meaningful
[3] progress
[3] ensuring

Top Words in Tweet in G8:
[8] pew
[4] days
[4] internet
[4] time
[4] #apexlegends
[4] #twitch
[4] #smallstreamer
[3] krypticraiyne

Top Words in Tweet in G10:
[2] co
[2] use

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[54] internet,such
[54] such,weird
[54] weird,place
[54] place,days
[54] days,pew
[53] wishleeluck,internet
[31] internet,access
[20] home,internet
[19] pew,research
[15] pew,pew

Top Word Pairs in Tweet in G1:
[54] internet,such
[54] such,weird
[54] weird,place
[54] place,days
[54] days,pew
[53] wishleeluck,internet

Top Word Pairs in Tweet in G2:
[13] pew,research
[11] research,center
[4] cell,phone
[4] seniors,aren
[4] aren,easy
[4] easy,change
[4] change,times
[4] times,study
[4] study,pew
[4] center,shown

Top Word Pairs in Tweet in G3:
[27] internet,access
[20] home,internet
[10] students,limited
[10] limited,home
[10] access,lower
[10] lower,overall
[10] overall,gpas
[10] gpas,students
[10] students,fast
[10] fast,home

Top Word Pairs in Tweet in G4:
[2] pew,pew
[2] miss,miss

Top Word Pairs in Tweet in G7:
[4] high,speed
[4] speed,internet
[4] internet,access
[3] #broadband,access
[3] states,making
[3] making,meaningful
[3] meaningful,progress
[3] progress,ensuring
[3] ensuring,citizens
[3] citizens,access

Top Word Pairs in Tweet in G8:
[4] days,internet
[4] internet,time
[4] time,pew
[4] pew,pew
[4] pew,#apexlegends
[4] #apexlegends,#twitch
[4] #twitch,#smallstreamer
[3] krypticraiyne,days

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@wishleeluck
@pewtrusts
@krypticraiyne
@jm_bauer
@pewstates
@awardsdaily
@marja_p
@rahajatalous
@lvscktae
@louisnaug

Top Mentioned in G1:
@wishleeluck

Top Mentioned in G2:
@cloudatalytics

Top Mentioned in G3:
@pewtrusts
@quellocenter
@jm_bauer

Top Mentioned in G4:
@merderkitten
@sparklepants4
@turtledumplin
@crispvq30

Top Mentioned in G5:
@marja_p
@rahajatalous

Top Mentioned in G6:
@coffeemug_
@kharabaurat

Top Mentioned in G7:
@pewstates
@jm_bauer

Top Mentioned in G8:
@krypticraiyne

Top Mentioned in G9:
@lvscktae

Top Mentioned in G10:
@apa
@pew

Top Tweeters
Top Tweeters in Entire Graph:
@ronniehowlett3
@jchapman1729
@bjdaglai
@craigmatsuda
@turtledumplin
@uberfactsebooks
@twitchstreamsup
@mrskhalyss
@susansternberg
@iamkewe_89

Top Tweeters in G1:
@mrskhalyss
@iamkewe_89
@bellzzz129
@theyenvyki_
@xoxo_k_a_y_y
@___iyanaaa
@tiffx_co
@chaelah_
@wishleeluck
@dilynnnicole

Top Tweeters in G2:
@jchapman1729
@uberfactsebooks
@2vanssay
@pcmag
@stoweboyd
@spaceedonut
@origjanel
@mossthefireman
@bellarichh__
@kylerodig

Top Tweeters in G3:
@craigmatsuda
@susansternberg
@nwchap
@album60054
@jeffjowdy
@katyvitiello
@pewtrusts
@fauxtiki
@ptrichsea
@stdickerson

Top Tweeters in G4:
@turtledumplin
@sparklepants4
@merderkitten
@crispvq30
@myra28579529
@okbutlisten_gfy

Top Tweeters in G5:
@maripantsar
@rahajatalous
@marja_p
@rooperitvos

Top Tweeters in G6:
@zackula2
@coffeemug_
@kharabaurat
@gorganh

Top Tweeters in G7:
@pewstates
@jaimearminmejia
@an_catherine
@jm_bauer

Top Tweeters in G8:
@twitchstreamsup
@contentsupporty
@academytwitch
@krypticraiyne

Top Tweeters in G9:
@jinerality
@sparklyjimine
@lvscktae

Top Tweeters in G10:
@apa
@pew
@cjsewall9