pew internet, Twitter, 11/5/2020 3:33:42 AM, 239486


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pew internet_2020-11-04_19-25-04.xlsx
pew internet_2020-11-04_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 05, 2020
Short Description:
pew internet via NodeXL https://bit.ly/3p8CAcG
@uptrennd
@institute_trust
@ahazzagazela
@pewresearch
@eboneegamer
@twitter
@mbaram
@vaticanochico
@brainbubbles_de
@jbvcustomz

Top hashtags:
#pewpew
#socmed
#wespeechies
#dldseeme
#devlangdis
#eme4390f20
#elections2020

Description:
Description
The graph represents a network of 103 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, 05 November 2020 at 03:25 UTC.

The requested start date was Thursday, 05 November 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 12-day, 13-hour, 40-minute period from Thursday, 22 October 2020 at 02:32 UTC to Tuesday, 03 November 2020 at 16:12 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 : 103
Unique Edges : 65
Edges With Duplicates : 58
Total Edges : 123
Number of Edge Types : 5
Tweet : 36
Replies to : 15
Mentions : 17
Retweet : 24
MentionsInRetweet : 31
Self-Loops : 37
Reciprocated Vertex Pair Ratio : 0.0169491525423729
Reciprocated Edge Ratio : 0.0333333333333333
Connected Components : 50
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 7
Maximum Edges in a Connected Component : 20
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 0.971246
Graph Density : 0.00571102227298686
Modularity : 0.5872
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 103 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, 05 November 2020 at 03:25 UTC.

The requested start date was Thursday, 05 November 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 12-day, 13-hour, 40-minute period from Thursday, 22 October 2020 at 02:32 UTC to Tuesday, 03 November 2020 at 16:12 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:
[3] https://www.pewresearch.org/internet/2018/11/28/teens-and-their-experiences-on-social-media/
[3] https://www.pewresearch.org/internet/2020/10/30/the-challenges-of-contact-tracing-as-u-s-battles-covid-19/
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/#:~:text=Some%2042%25%20of%20adult%20Twitter,level%20of%20education%20(31%25)
[2] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/
[1] https://us02web.zoom.us/webinar/register/1016033043559/WN_ZPuqyyZeSj29qRiV3WHv6g
[1] https://digitalfuturesociety.com/qanda/how-does-social-media-influence-our-vote-by-pew-research-center/?utm_source=twittersocial&utm_medium=social&utm_campaign=pewresearch&utm_term=QA&utm_content=link
[1] https://www.pewresearch.org/internet/2020/10/30/the-challenges-of-contact-tracing-as-u-s-battles-covid-19/?utm_content=buffer4032a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.twitch.tv/cheeksmcghundi
[1] https://twitter.com/nxthompson/status/1322331956928008194

Top URLs in Tweet in G1:
[2] https://www.pewresearch.org/internet/2020/10/30/the-challenges-of-contact-tracing-as-u-s-battles-covid-19/
[1] https://www.pewresearch.org/internet/2020/04/30/53-of-americans-say-the-internet-has-been-essential-during-the-covid-19-outbreak/
[1] https://www.pewresearch.org/internet/fact-sheet/social-media/
[1] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/
[1] https://www.pewresearch.org/internet/2015/04/09/teens-social-media-technology-2015/
[1] https://www.pewresearch.org/internet/2020/07/28/parenting-children-in-the-age-of-screens/
[1] https://www.pewresearch.org/internet/2017/07/11/online-harassment-2017/
[1] https://www.pewinternet.org/2017/07/11/online-harassment-2017/
[1] https://www.twitch.tv/cheeksmcghundi
[1] https://us02web.zoom.us/webinar/register/1016033043559/WN_ZPuqyyZeSj29qRiV3WHv6g

Top URLs in Tweet in G2:
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/

Top URLs in Tweet in G3:
[1] https://techcrunch.com/2020/09/28/a-quarter-of-u-s-adults-now-get-news-from-youtube-pew-research-study-finds/

Top URLs in Tweet in G5:
[2] https://www.pewresearch.org/internet/2018/11/28/teens-and-their-experiences-on-social-media/
[1] https://digitalfuturesociety.com/qanda/how-does-social-media-influence-our-vote-by-pew-research-center/?utm_source=twittersocial&utm_medium=social&utm_campaign=pewresearch&utm_term=QA&utm_content=link

Top URLs in Tweet in G6:
[1] https://twitter.com/nxthompson/status/1322331956928008194

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/internet/2017/07/11/experiencing-online-harassment/

Top URLs in Tweet in G8:
[1] https://www.pewresearch.org/internet/

Top URLs in Tweet in G9:
[1] https://www.etsy.com/de/listing/838672600/internet-space-ships-gildan-5000-unisex?utm_medium=SellerListingTools&utm_campaign=Share&utm_source=Twitter&share_time=1603736221000&utm_term=so.slt
[1] https://www.twitch.tv/wowthewobbit

Top Domains
Top Domains in Tweet in Entire Graph:
[24] pewresearch.org
[2] twitch.tv
[1] zoom.us
[1] digitalfuturesociety.com
[1] twitter.com
[1] pewinternet.org
[1] etsy.com
[1] itch.io
[1] techcrunch.com

Top Domains in Tweet in G1:
[9] pewresearch.org
[1] pewinternet.org
[1] twitch.tv
[1] zoom.us

Top Domains in Tweet in G2:
[2] pewresearch.org

Top Domains in Tweet in G3:
[1] techcrunch.com

Top Domains in Tweet in G5:
[2] pewresearch.org
[1] digitalfuturesociety.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[1] pewresearch.org

Top Domains in Tweet in G8:
[1] pewresearch.org

Top Domains in Tweet in G9:
[1] etsy.com
[1] twitch.tv

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] pewpew
[2] socmed
[2] wespeechies
[2] dldseeme
[2] devlangdis
[2] eme4390f20
[1] elections2020
[1] election2020
[1] electionday
[1] democracy



Top Hashtags in Tweet in G1:
[2] eme4390f20
[1] healthcaremarketing
[1] businessofhealthcare
[1] nonprofit
[1] fundraising
[1] sm4np
[1] dcim353b
[1] buenosdiasatodos
[1] medialitwk
[1] technology

Top Hashtags in Tweet in G5:
[2] socmed
[2] wespeechies
[2] dldseeme
[2] devlangdis
[1] elections2020
[1] election2020
[1] electionday
[1] democracy
[1] misinformation

Top Hashtags in Tweet in G9:
[2] pewpew
[1] eveonline
[1] tweetfleet
[1] elitedangerous
[1] spaceships
[1] brainbubbles
[1] wow
[1] worldofwarcraft
[1] wowclassic
[1] nochanges

Top Words
Top Words in Tweet in Entire Graph:
[75] pew
[54] internet
[44] research
[21] center
[16] users
[15] twitter
[11] one
[10] according
[9] teens
[9] online

Top Words in Tweet in G1:
[27] pew
[21] internet
[17] research
[13] center
[6] online
[6] social
[5] people
[5] according
[5] media
[4] study

Top Words in Tweet in G2:
[15] twitter
[9] users
[8] pew
[8] research
[7] journalists
[7] rely
[7] gauging
[7] opinion
[7] misleading
[7] adult

Top Words in Tweet in G3:
[7] around
[7] content
[6] interesting
[6] statistics
[6] internet
[6] users
[6] consume
[6] news
[6] hosting
[6] sites

Top Words in Tweet in G4:
[2] isso

Top Words in Tweet in G5:
[4] pewresearch
[2] two
[2] days
[2] away
[2] presidential
[2] election
[2] speak
[2] experts
[2] internet
[2] changed

Top Words in Tweet in G6:
[4] shameful
[4] april
[4] pew
[4] research
[4] center
[4] survey
[4] found
[4] one
[4] five
[4] parents

Top Words in Tweet in G7:
[2] men

Top Words in Tweet in G9:
[7] pew
[4] check
[3] internet
[2] black
[2] shirts
[2] back
[2] town
[2] available
[2] 4xl
[2] starting

Top Words in Tweet in G10:
[2] mom

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[40] pew,research
[20] research,center
[8] twitter,users
[8] pew,pew
[8] pew,internet
[8] according,pew
[7] journalists,rely
[7] rely,twitter
[7] twitter,gauging
[7] gauging,opinion

Top Word Pairs in Tweet in G1:
[14] pew,research
[12] research,center
[5] pew,internet
[4] social,media
[3] according,pew
[3] internet,pew
[3] online,harassment
[2] internet,access
[2] cell,phone
[2] study,pew

Top Word Pairs in Tweet in G2:
[8] pew,research
[8] twitter,users
[7] journalists,rely
[7] rely,twitter
[7] twitter,gauging
[7] gauging,opinion
[7] opinion,misleading
[7] misleading,pew
[7] research,adult
[7] adult,twitter

Top Word Pairs in Tweet in G3:
[6] interesting,statistics
[6] statistics,around
[6] around,internet
[6] internet,users
[6] users,consume
[6] consume,news
[6] news,hosting
[6] hosting,content
[6] content,sites
[6] sites,youtube

Top Word Pairs in Tweet in G5:
[2] two,days
[2] days,away
[2] away,presidential
[2] presidential,election
[2] election,speak
[2] speak,experts
[2] experts,pewresearch
[2] pewresearch,internet
[2] internet,changed
[2] pew,research

Top Word Pairs in Tweet in G6:
[4] shameful,april
[4] april,pew
[4] pew,research
[4] research,center
[4] center,survey
[4] survey,found
[4] found,one
[4] one,five
[4] five,parents
[4] parents,children

Top Word Pairs in Tweet in G9:
[4] pew,pew
[2] check,check
[2] check,black
[2] black,shirts
[2] shirts,back
[2] back,town
[2] town,available
[2] available,4xl
[2] 4xl,starting
[2] starting,18

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@twitter
@institute_trust
@uptrennd
@pewresearch
@mbaram
@infinityflora
@jairootpw
@bcpolitica
@spj_tweets
@dfs_mwc

Top Mentioned in G2:
@twitter
@institute_trust
@spj_tweets

Top Mentioned in G3:
@uptrennd

Top Mentioned in G4:
@infinityflora
@jairootpw
@bcpolitica

Top Mentioned in G5:
@pewresearch
@dfs_mwc
@wespeechies

Top Mentioned in G6:
@mbaram

Top Mentioned in G7:
@shoe0nhead
@discussingfilm

Top Mentioned in G8:
@enriquecarrier
@aracalacana

Top Mentioned in G9:
@brainbubbles_de
@twitchthewobbit
@etsy

Top Mentioned in G10:
@fordnation

Top Tweeters
Top Tweeters in Entire Graph:
@katcapps
@omahagemgirl
@25thcenturygirl
@blinkok
@kay_suigeneris
@breitbartnews
@hansfaffing
@fernandezpm
@uk_daniel_card
@letterstomoonie

Top Tweeters in G1:
@omahagemgirl
@letterstomoonie
@samanosuke2011
@muckzuckerburg
@jalejandro_md
@mosterman
@livefreeordie4u
@hkaicore
@llehctim_xela
@mendesluizpaulo

Top Tweeters in G2:
@spj_tweets
@twitter
@calicook
@jboren4507
@valleyfever2019
@institute_trust
@timdrachlis

Top Tweeters in G3:
@uptrennd
@koningbeatrix
@tom123424281269
@latun_agric
@mohamma15640649
@usama90161652

Top Tweeters in G4:
@ahazzagazela
@cauanecomk
@bcpolitica
@jairootpw
@infinityflora

Top Tweeters in G5:
@pewresearch
@wespeechies
@lissbee_cpsp
@evadallo
@dfs_mwc

Top Tweeters in G6:
@katcapps
@25thcenturygirl
@mbaram
@dmaezing

Top Tweeters in G7:
@shoe0nhead
@discussingfilm
@eboneegamer
@brinedude

Top Tweeters in G8:
@fernandezpm
@aracalacana
@vaticanochico
@enriquecarrier

Top Tweeters in G9:
@etsy
@jbvcustomz
@brainbubbles_de
@twitchthewobbit

Top Tweeters in G10:
@fordnation
@infinity0
@dareal_baccy