pew internet, Twitter, 7/30/2020 2:29:38 AM, 231394


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pew internet_2020-07-29_19-24-00.xlsx
pew internet_2020-07-29_19-24-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 30, 2020
Short Description:
pew internet via NodeXL https://bit.ly/2EAUTEF
@badredheadmedia
@pewresearch
@4economicequal
@edwardy_pew
@bev4district15
@madnyc
@theehigbai
@agentorange1998
@scott_bromley
@mburm201

Top hashtags:
#guadagnoonline
#socialmedia
#cellphone
#covid19
#internet
#broadband

Description:
Description
The graph represents a network of 149 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, 30 July 2020 at 02:24 UTC.

The requested start date was Thursday, 30 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 2-hour, 40-minute period from Thursday, 16 July 2020 at 01:07 UTC to Wednesday, 29 July 2020 at 03:47 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 : 149
Unique Edges : 101
Edges With Duplicates : 61
Total Edges : 162
Number of Edge Types : 5
Replies to : 22
Mentions : 23
Tweet : 63
Retweet : 26
MentionsInRetweet : 28
Self-Loops : 64
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 79
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 9
Maximum Edges in a Connected Component : 12
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.126338
Graph Density : 0.00331035733720297
Modularity : 0.59587
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 149 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, 30 July 2020 at 02:24 UTC.

The requested start date was Thursday, 30 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 2-hour, 40-minute period from Thursday, 16 July 2020 at 01:07 UTC to Wednesday, 29 July 2020 at 03:47 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:
[11] https://www.pewresearch.org/internet/2020/07/16/congress-soars-to-new-heights-on-social-media/
[8] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[4] https://www.pewresearch.org/internet/2020/02/21/many-tech-experts-say-digital-disruption-will-hurt-democracy/
[2] https://www.pewresearch.org/internet/2020/07/28/parenting-children-in-the-age-of-screens/
[2] https://ibdi.it/fare-soldi-online-le-5-opprtunita-principali-di-vendita-online-per-qualsiasi-imprenditore/
[2] https://www.pewresearch.org/internet/2020/07/28/parenting-children-in-the-age-of-screens/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.pewresearch.org/internet/fact-sheet/social-media/
[2] http://trends.e-strategyblog.com/2018/10/26/internet-social-smartphone-adoption-37-countries/30035?utm_source=dynamic&utm_medium=Social%20Media&utm_campaign=e-Strategy%20Trends&utm_content=Internet%2C%20Social%20%26%20Smartphone%20Adoption%20In%2037%20Countries%20%5BTABLE%5D
[2] https://www.pewresearch.org/internet/2018/04/09/bots-in-the-twittersphere/
[1] https://www.multichannel.com/news/pew-parents-seek-rx-for-appropriate-screen-time

Top URLs in Tweet in G1:
[10] https://www.pewresearch.org/internet/2020/07/16/congress-soars-to-new-heights-on-social-media/
[6] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[4] https://www.pewresearch.org/internet/2020/02/21/many-tech-experts-say-digital-disruption-will-hurt-democracy/
[2] http://trends.e-strategyblog.com/2018/10/26/internet-social-smartphone-adoption-37-countries/30035?utm_source=dynamic&utm_medium=Social%20Media&utm_campaign=e-Strategy%20Trends&utm_content=Internet%2C%20Social%20%26%20Smartphone%20Adoption%20In%2037%20Countries%20%5BTABLE%5D
[2] https://ibdi.it/fare-soldi-online-le-5-opprtunita-principali-di-vendita-online-per-qualsiasi-imprenditore/
[1] https://www.pewresearch.org/fact-tank/2020/07/14/key-facts-about-digital-native-news-outlets-amid-staff-cuts-revenue-losses/
[1] https://store.steampowered.com/app/1063770
[1] https://www.twitch.tv/theyetibum
[1] https://www.pewresearch.org/fact-tank/2020/03/16/as-schools-close-due-to-the-coronavirus-some-u-s-students-face-a-digital-homework-gap/
[1] https://twitter.com/soundmigration/status/1284147067766611969

Top URLs in Tweet in G2:
[1] https://www.pewresearch.org/internet/2020/07/28/parenting-children-in-the-age-of-screens/
[1] https://www.multichannel.com/news/pew-parents-seek-rx-for-appropriate-screen-time
[1] https://www.pewresearch.org/internet/fact-sheet/social-media/

Top URLs in Tweet in G5:
[1] https://www.nytimes.com/2020/07/18/opinion/sunday/broadband-internet-access-civil-rights.html?referringSource=articleShare

Top URLs in Tweet in G6:
[1] https://www.nytimes.com/column/rabbit-hole

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

Top URLs in Tweet in G10:
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] guadagnoonline
[2] socialmedia
[2] cellphone
[1] covid19
[1] internet
[1] broadband
[1] onlinemarketing
[1] digitalmarketing
[1] avictoriamae
[1] mittromney



Top Hashtags in Tweet in G1:
[2] guadagnoonline
[1] livesex
[1] sex
[1] adults
[1] chicks
[1] hotchicks
[1] porn
[1] pewdiepie
[1] indiegame
[1] technews

Top Hashtags in Tweet in G2:
[1] covid19
[1] internet
[1] broadband
[1] bookmarketingchat

Top Words
Top Words in Tweet in Entire Graph:
[111] pew
[67] internet
[61] research
[31] center
[27] social
[25] media
[20] twitter
[13] according
[13] public
[12] online

Top Words in Tweet in G1:
[60] pew
[33] internet
[33] research
[23] center
[17] twitter
[14] social
[12] media
[11] congress
[11] online
[9] facebook

Top Words in Tweet in G2:
[10] social
[10] media
[6] pew
[6] research
[6] according
[5] 72
[5] american
[5] public
[5] uses
[5] day

Top Words in Tweet in G3:
[2] institute

Top Words in Tweet in G4:
[8] internet
[5] eu
[4] burra
[3] uma
[2] mds
[2] criança
[2] nao
[2] entende
[2] nadaaaaaa
[2] escrevo

Top Words in Tweet in G5:
[5] change
[5] time
[5] kathryn
[5] wit
[5] manager
[5] pew
[5] charitable
[5] trust
[5] broadband
[5] research

Top Words in Tweet in G6:
[4] need
[4] podcast
[4] highly
[4] recommend
[4] kevinroose's
[4] rabbit
[4] hole
[4] traces
[4] similar
[4] path

Top Words in Tweet in G7:
[3] pew

Top Words in Tweet in G8:
[2] americans
[2] twitter

Top Words in Tweet in G9:
[2] research

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[53] pew,research
[31] research,center
[25] social,media
[12] pew,pew
[8] according,pew
[6] facebook,twitter
[6] twitter,users
[6] kathryn,wit
[6] wit,manager
[6] manager,pew

Top Word Pairs in Tweet in G1:
[32] pew,research
[23] research,center
[12] social,media
[6] facebook,twitter
[6] pew,pew
[5] twitter,users
[5] users,compare
[5] compare,general
[5] general,public
[5] public,pew

Top Word Pairs in Tweet in G2:
[10] social,media
[6] pew,research
[5] according,pew
[5] research,72
[5] 72,american
[5] american,public
[5] public,uses
[5] uses,social
[5] media,day
[5] day,demographics

Top Word Pairs in Tweet in G4:
[2] mds,criança
[2] criança,internet
[2] internet,burra
[2] burra,nao
[2] nao,entende
[2] entende,nadaaaaaa
[2] eu,escrevo
[2] escrevo,errado
[2] errado,internet
[2] internet,medo

Top Word Pairs in Tweet in G5:
[5] change,time
[5] time,kathryn
[5] kathryn,wit
[5] wit,manager
[5] manager,pew
[5] pew,charitable
[5] charitable,trust
[5] trust,broadband
[5] broadband,research
[4] bev4district15,change

Top Word Pairs in Tweet in G6:
[4] need,podcast
[4] podcast,highly
[4] highly,recommend
[4] recommend,kevinroose's
[4] kevinroose's,rabbit
[4] rabbit,hole
[4] hole,traces
[4] traces,similar
[4] similar,path
[4] path,nyt

Top Word Pairs in Tweet in G7:
[2] pew,pew

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kevinroose
@bev4district15
@badredheadmedia
@pewresearch
@andykroll
@a_victoriamae
@arnoldogarcia
@pbchoward
@g0ulaarte
@crimesreais

Top Mentioned in G1:
@hermaniak

Top Mentioned in G2:
@badredheadmedia
@pewresearch

Top Mentioned in G3:
@aioverlord777
@isteinkovich
@pewinternet
@economicpolicy
@jstor

Top Mentioned in G4:
@g0ulaarte
@yeppane
@crimesreais

Top Mentioned in G5:
@bev4district15
@nytopinion

Top Mentioned in G6:
@kevinroose
@andykroll

Top Mentioned in G7:
@blabbathehutt
@plo_kool

Top Mentioned in G8:
@lex_lutheran
@seankentac

Top Mentioned in G9:
@saqibmeeronline
@le_rwanda

Top Mentioned in G10:
@evberryhill
@claytravis

Top Tweeters
Top Tweeters in Entire Graph:
@rxbun
@jchapman1729
@kmontenegro
@deenie7940
@muckzuckerburg
@beccanalia
@blackamazon
@nytopinion
@emailmktgalerts
@alexandria_sz

Top Tweeters in G1:
@jchapman1729
@deenie7940
@muckzuckerburg
@neuropuff
@joseph_santoro
@rockysly9
@technews24x
@hermaniak
@chrisredy
@marcaross

Top Tweeters in G2:
@alexandria_sz
@geophf
@badredheadmedia
@pewresearch
@madnyc
@bairdjulia
@danalemaster
@mflickva
@texascable

Top Tweeters in G3:
@economicpolicy
@pewinternet
@jstor
@aioverlord777
@4economicequal
@g00nsby
@isteinkovich

Top Tweeters in G4:
@g0ulaarte
@edwardy_pew
@saipuu
@crimesreais
@tayunaa_
@yeppane

Top Tweeters in G5:
@nytopinion
@brerva
@bfinnegan
@theotherdwrva
@becrimedoqueer
@bev4district15

Top Tweeters in G6:
@rxbun
@andykroll
@timherrera
@redouad
@kevinroose

Top Tweeters in G7:
@geekfurious
@plo_kool
@scott_bromley
@blabbathehutt

Top Tweeters in G8:
@lex_lutheran
@mburm201
@miller_simul
@seankentac

Top Tweeters in G9:
@theehigbai
@saqibmeeronline
@le_rwanda
@kalem62527935

Top Tweeters in G10:
@claytravis
@evberryhill
@agentorange1998
@packerhomeboy


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