pew internet, Twitter, 6/2/2022 2:15:36 AM, 277489


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pew internet_2022-06-01_18-56-00.xlsx
pew internet_2022-06-01_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 02, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3Nb25pn
@mrmikehiggins
@danayshiamua
@pewstates
@tendaironi
@economicpolicy
@thekimkavin
@dm_ms
@anujasokan
@sufficientpain1
@lasers__pew_pew

Top hashtags:
#internet
#uvaldemassacre
#uvalde
#eme4390m2022
#twitch
#stream
#live

Description:
Description
The graph represents a network of 78 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, 02 June 2022 at 01:56 UTC.

The requested start date was Thursday, 02 June 2022 at 00:01 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, 20-hour, 57-minute period from Thursday, 19 May 2022 at 00:24 UTC to Wednesday, 01 June 2022 at 21:22 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 : 78
Unique Edges : 49
Edges With Duplicates : 45
Total Edges : 94
Number of Edge Types : 5
Retweet : 20
MentionsInRetweet : 23
Tweet : 28
Mentions : 12
Replies to : 11
Self-Loops : 29
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 36
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 7
Maximum Edges in a Connected Component : 11
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.023622
Graph Density : 0.00765900765900766
Modularity : 0.592265
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 78 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, 02 June 2022 at 01:56 UTC.

The requested start date was Thursday, 02 June 2022 at 00:01 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, 20-hour, 57-minute period from Thursday, 19 May 2022 at 00:24 UTC to Wednesday, 01 June 2022 at 21:22 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:
[2] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/
[2] https://twitch.tv/ttors
[2] https://www.columbiagorgenews.com/news/senior-news-make-sure-your-online-information-is-secure/article_e3b55696-d619-11ec-928c-3fa1cf706517.html?utm_campaign=blox&utm_source=twitter&utm_medium=social
[1] https://www.pewresearch.org/internet/2021/12/08/the-state-of-gig-work-in-2021/
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/29/how-can-the-united-states-address-broadband-affordability?utm_campaign=communities_brd________&utm_source=twitter_trusts&utm_medium=social&utm_content=article_affordability____linkcard_&utm_term=___
[1] https://www.indiatoday.in/trending-news/story/internet-absolutely-loves-aamir-khan-s-laal-singh-chaddha-trailer-these-tweets-are-proof-1955866-2022-05-30?utm_source=rss
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[1] https://signature-sd.santodigital.com.br/?utm_source=twitter&utm_medium=social&utm_campaign=_mes12&utm_content=post19
[1] https://twitter.com/Cointelegraph/status/1530167064773656577
[1] https://us06web.zoom.us/webinar/register/7616512554355/WN_IXcb7NCoRGWr_R4XRrqbIQ

Top URLs in Tweet in G1:
[2] https://www.columbiagorgenews.com/news/senior-news-make-sure-your-online-information-is-secure/article_e3b55696-d619-11ec-928c-3fa1cf706517.html?utm_campaign=blox&utm_source=twitter&utm_medium=social
[1] https://www.pewresearch.org/internet/2016/08/15/social-media-conversations-about-race/
[1] https://www.forbes.com/sites/forbesbusinesscouncil/2022/05/23/business-basics-every-entrepreneur-should-understand/amp/
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://us06web.zoom.us/webinar/register/7616512554355/WN_IXcb7NCoRGWr_R4XRrqbIQ
[1] https://twitter.com/Cointelegraph/status/1530167064773656577
[1] https://signature-sd.santodigital.com.br/?utm_source=twitter&utm_medium=social&utm_campaign=_mes12&utm_content=post19
[1] https://www.indiatoday.in/trending-news/story/internet-absolutely-loves-aamir-khan-s-laal-singh-chaddha-trailer-these-tweets-are-proof-1955866-2022-05-30?utm_source=rss

Top URLs in Tweet in G4:
[1] https://www.pewresearch.org/internet/2021/12/08/the-state-of-gig-work-in-2021/

Top URLs in Tweet in G5:
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/29/how-can-the-united-states-address-broadband-affordability?utm_campaign=communities_brd________&utm_source=twitter_trusts&utm_medium=social&utm_content=article_affordability____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/29/how-can-the-united-states-address-broadband-affordability?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=article_affordability____linkcard_&utm_term=___
[1] https://pew.org/3tGp9nr

Top URLs in Tweet in G8:
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] internet
[2] uvaldemassacre
[2] uvalde
[2] eme4390m2022
[2] twitch
[2] stream
[2] live
[2] gamer
[2] pc
[2] ageist



Top Hashtags in Tweet in G1:
[2] eme4390m2022
[2] uvaldemassacre
[2] uvalde
[1] webinar
[1] leader
[1] follower
[1] violent
[1] videogames
[1] tv
[1] violence

Top Words
Top Words in Tweet in Entire Graph:
[65] pew
[39] internet
[22] research
[15] people
[9] americans
[8] access
[8] center
[7] many
[7] feel
[7] social

Top Words in Tweet in G1:
[23] pew
[18] internet
[13] research
[5] according
[5] adults
[5] users
[4] use
[4] marketing
[4] center
[4] people

Top Words in Tweet in G2:
[2] pew

Top Words in Tweet in G3:
[12] pew
[6] feel
[6] people
[6] background
[6] checks
[6] licenses
[6] social
[6] media
[6] numero
[6] re

Top Words in Tweet in G4:
[4] 12
[4] digress
[4] economicpolicy
[4] concludes
[4] gig
[4] workers
[4] paid
[4] low
[4] wages
[4] instances

Top Words in Tweet in G5:
[6] high
[6] speed
[6] internet
[6] access
[5] covid
[5] 19
[5] highlighted
[5] need
[5] americans
[5] affordability

Top Words in Tweet in G6:
[2] same
[2] police

Top Words in Tweet in G8:
[3] studie
[3] pew
[3] research
[3] center
[3] jahr
[3] 2021
[3] ergab
[3] solche
[3] erfahrungen
[3] jungen

Top Words in Tweet in G9:
[4] women
[2] washingtonpost
[2] many
[2] ramos
[2] threats
[2] assault
[2] young
[2] added
[2] barely
[2] stood

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] pew,research
[17] pew,pew
[8] research,center
[7] social,media
[6] high,speed
[6] speed,internet
[6] internet,access
[6] feel,people
[6] people,background
[6] background,checks

Top Word Pairs in Tweet in G1:
[10] pew,research
[4] use,internet
[4] research,center
[3] pew,pew
[3] internet,according
[2] study,pew
[2] according,2021
[2] 2021,pew
[2] research,survey
[2] survey,75

Top Word Pairs in Tweet in G3:
[6] feel,people
[6] people,background
[6] background,checks
[6] checks,pew
[6] pew,pew
[6] pew,licenses
[6] licenses,social
[6] social,media
[6] media,numero
[6] numero,re

Top Word Pairs in Tweet in G4:
[4] 12,digress
[4] digress,economicpolicy
[4] economicpolicy,concludes
[4] concludes,gig
[4] gig,workers
[4] workers,paid
[4] paid,low
[4] low,wages
[4] wages,instances
[4] instances,less

Top Word Pairs in Tweet in G5:
[6] high,speed
[6] speed,internet
[6] internet,access
[5] covid,19
[5] 19,highlighted
[5] highlighted,need
[5] need,americans
[5] americans,high
[5] access,affordability
[5] affordability,still

Top Word Pairs in Tweet in G8:
[3] studie,pew
[3] pew,research
[3] research,center
[3] center,jahr
[3] jahr,2021
[3] 2021,ergab
[3] ergab,solche
[3] solche,erfahrungen
[3] erfahrungen,jungen
[3] jungen,menschen

Top Word Pairs in Tweet in G9:
[2] washingtonpost,many
[2] many,ramos
[2] ramos,threats
[2] threats,assault
[2] assault,women
[2] women,young
[2] young,women
[2] women,added
[2] added,barely
[2] barely,stood

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@danayshiamua
@economicpolicy
@pewstates
@thekimkavin
@dm_ms
@evangelistmdyal
@eplindalou
@onemargaux
@washingtonpost
@theriver_oshun

Top Mentioned in G1:
@evangelistmdyal

Top Mentioned in G2:
@gibbonspaddy
@delilahgallo68
@baddiel
@potus
@nra

Top Mentioned in G3:
@danayshiamua

Top Mentioned in G4:
@economicpolicy
@thekimkavin

Top Mentioned in G5:
@pewstates

Top Mentioned in G6:
@theriver_oshun
@iamsock

Top Mentioned in G7:
@eplindalou

Top Mentioned in G8:
@dm_ms

Top Mentioned in G9:
@onemargaux
@washingtonpost

Top Mentioned in G10:
@martynwilliams2

Top Tweeters
Top Tweeters in Entire Graph:
@reagangomez
@washingtonpost
@snowstormyou
@jossfjh
@juanbrob
@_kay_daddy
@pareising
@publichealthmap
@faketakedump
@danayshiamua

Top Tweeters in G1:
@jossfjh
@faketakedump
@ti_likedarapper
@dhallowing
@evangelistmdyal
@hoodrivernews
@gorge_news
@santodigital
@vishkumarvk
@thekinziereport

Top Tweeters in G2:
@baddiel
@nra
@foxy_reynard
@delilahgallo68
@potus
@gibbonspaddy
@mrmikehiggins

Top Tweeters in G3:
@_kay_daddy
@danayshiamua
@rafiqahakhdar
@swankymayari
@rosegoldchrome
@btwimbrea

Top Tweeters in G4:
@snowstormyou
@economicpolicy
@karonwarren
@thekimkavin
@freelancers_usa

Top Tweeters in G5:
@pareising
@publichealthmap
@pewtrusts
@pewstates
@carlottamkm

Top Tweeters in G6:
@piper_pen
@iamsock
@theriver_oshun
@tendaironi

Top Tweeters in G7:
@christuttle
@nismonline
@eplindalou

Top Tweeters in G8:
@dm_ms
@kafinkbeiner
@schokoinvestor

Top Tweeters in G9:
@washingtonpost
@cmhughesmd
@onemargaux

Top Tweeters in G10:
@martynwilliams2
@zacgoldsmith
@lasers__pew_pew


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