pew internet, Twitter, 11/4/2021 2:28:23 AM, 265419


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pew internet_2021-11-03_19-25-04.xlsx
pew internet_2021-11-03_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 04, 2021
Short Description:
pew internet via NodeXL https://bit.ly/3BHdvus
@sueurahn
@fabianmales
@localnetchoice
@crohnscolitisfn
@brainbubbles_de
@treegrounds
@ammarad35612335
@robinandriver
@hansenasset
@pewtrusts

Top hashtags:
#digitaldivide
#brainbubbles
#shirts
#redbubble
#vtuber

Description:
Description
The graph represents a network of 98 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, 04 November 2021 at 02:25 UTC.

The requested start date was Thursday, 04 November 2021 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, 19-minute period from Thursday, 21 October 2021 at 00:18 UTC to Wednesday, 03 November 2021 at 20:37 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 : 98
Unique Edges : 65
Edges With Duplicates : 50
Total Edges : 115
Number of Edge Types : 5
Tweet : 38
Mentions : 18
Retweet : 24
MentionsInRetweet : 24
Replies to : 11
Self-Loops : 39
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 48
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 7
Maximum Edges in a Connected Component : 15
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 0.964789
Graph Density : 0.00557542604670734
Modularity : 0.591342
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 98 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, 04 November 2021 at 02:25 UTC.

The requested start date was Thursday, 04 November 2021 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, 19-minute period from Thursday, 21 October 2021 at 00:18 UTC to Wednesday, 03 November 2021 at 20:37 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.redbubble.com/de/i/t-shirt/Internet-Spaceships-are-serious-business-von-brainbubbles/65844322.6VDG0
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/10/15/legal-barriers-to-expanding-high-speed-reliable-internet
[3] https://www.twitch.tv/loatheyy
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[2] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[1] https://www.twitch.tv/megami_hiko
[1] https://www.pewforum.org/2013/05/31/among-muslims-internet-use-goes-hand-in-hand-with-more-open-views-toward-western-culture/
[1] https://www.newsweek.com/internet-backs-man-convinced-niece-break-off-engagement-because-fiance-poor-reddit-1644212
[1] https://www.pewresearch.org/internet/2018/04/17/concerns-about-the-future-of-peoples-well-being/
[1] https://www.pewresearch.org/internet/2020/05/08/dating-and-relationships-in-the-digital-age/

Top URLs in Tweet in G1:
[2] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[1] http://www.pewinternet.org/2012/04/04/the-rise-of-e-reading/
[1] https://www.twitch.tv/cookelifi
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[1] https://www.youtube.com/watch?v=NMhYy53Rd6Y&feature=youtu.be

[1] https://www.pewresearch.org/internet/2020/05/08/dating-and-relationships-in-the-digital-age/
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.newsweek.com/internet-backs-man-convinced-niece-break-off-engagement-because-fiance-poor-reddit-1644212
[1] https://www.pewforum.org/2013/05/31/among-muslims-internet-use-goes-hand-in-hand-with-more-open-views-toward-western-culture/
[1] https://www.twitch.tv/megami_hiko

Top URLs in Tweet in G2:
[1] http://www.localnetchoice.org/connections/jim-baller-speaks-with-the-pew-charitable-trusts-about-legal-barriers-to-expanding-high-speed-reliable-internet/
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/10/15/legal-barriers-to-expanding-high-speed-reliable-internet
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/10/15/legal-barriers-to-expanding-high-speed-reliable-internet?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___checklist

Top URLs in Tweet in G4:
[3] https://www.redbubble.com/de/i/t-shirt/Internet-Spaceships-are-serious-business-von-brainbubbles/65844322.6VDG0

Top URLs in Tweet in G7:
[1] https://r.socialstudio.radian6.com/751238b5-e1f0-40d6-bc67-58f7d1123bde

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] digitaldivide
[3] brainbubbles
[3] shirts
[3] redbubble
[1] vtuber
[1] vtuberen
[1] pngtuber
[1] twitchstreamers
[1] twitchstreaming
[1] twitchaffiliate



Top Hashtags in Tweet in G1:
[1] facebook
[1] youtube
[1] socialmediastats
[1] getsocial
[1] cm3945
[1] etownpops
[1] negative
[1] teenagers
[1] health
[1] survey

Top Hashtags in Tweet in G2:
[4] digitaldivide

Top Hashtags in Tweet in G4:
[3] brainbubbles
[3] shirts
[3] redbubble
[1] eveonline
[1] tweetfleet
[1] twitch
[1] gaming
[1] spacex

Top Hashtags in Tweet in G7:
[1] ibdvisible
[1] crohnsdisease
[1] ulcerativecolitis

Top Words
Top Words in Tweet in Entire Graph:
[72] pew
[59] internet
[21] research
[11] social
[11] according
[11] use
[11] americans
[9] more
[8] media
[8] over

Top Words in Tweet in G1:
[28] pew
[19] internet
[12] research
[6] according
[6] use
[5] social
[5] media
[5] center
[4] report
[3] more

Top Words in Tweet in G2:
[4] bridging
[4] #digitaldivide
[4] necessary
[4] advancing
[4] economic
[4] development
[4] health
[4] care
[4] education
[4] enablers

Top Words in Tweet in G3:
[2] women
[2] shows
[2] more

Top Words in Tweet in G4:
[3] internet
[3] spaceships
[3] serious
[3] business
[3] pew
[3] #brainbubbles
[3] #shirts
[3] #redbubble
[2] brainbubbles_de
[2] #eveo

Top Words in Tweet in G5:
[2] pew

Top Words in Tweet in G6:
[2] agree

Top Words in Tweet in G7:
[4] according
[4] pew
[4] internet
[4] project
[4] over
[4] 50
[4] americans
[4] living
[4] chronic
[4] illness

Top Words in Tweet in G8:
[2] pew

Top Words in Tweet in G9:
[6] duh
[5] pew
[5] diarrhea
[4] internet
[3] bitcoin
[3] marketing
[3] bowel
[3] movement
[3] ron
[3] whap

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] pew,research
[13] pew,internet
[10] pew,pew
[9] according,pew
[7] social,media
[7] research,center
[6] high,speed
[4] legal,barriers
[4] barriers,expanding
[4] expanding,high

Top Word Pairs in Tweet in G1:
[9] pew,research
[8] pew,internet
[5] social,media
[5] research,center
[4] according,pew
[3] pew,pew
[3] americans,use
[2] sample,size
[2] pew,report
[2] roughly,seven

Top Word Pairs in Tweet in G2:
[4] bridging,#digitaldivide
[4] #digitaldivide,necessary
[4] necessary,advancing
[4] advancing,economic
[4] economic,development
[4] development,health
[4] health,care
[4] care,education
[4] education,enablers
[3] sueurahn,bridging

Top Word Pairs in Tweet in G4:
[3] internet,spaceships
[3] spaceships,serious
[3] serious,business
[3] business,pew
[3] pew,#brainbubbles
[3] #brainbubbles,#shirts
[3] #shirts,#redbubble
[2] brainbubbles_de,internet
[2] #redbubble,#eveo

Top Word Pairs in Tweet in G7:
[4] according,pew
[4] pew,internet
[4] internet,project
[4] project,over
[4] over,50
[4] 50,americans
[4] americans,living
[4] living,chronic
[4] chronic,illness
[4] illness,gone

Top Word Pairs in Tweet in G9:
[3] internet,marketing
[3] bowel,movement
[3] whap,pew
[2] itv,dentist
[2] dentist,yogur
[2] yogur,game
[2] game,thrones
[2] thrones,deep
[2] deep,learning
[2] learning,mhunky

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@localnetchoice
@jimballer
@sueurahn
@crohnscolitisfn
@faketakedump
@brainbubbles_de
@pewtrusts
@brian_riedl
@mzlianne
@loatheyy

Top Mentioned in G2:
@localnetchoice
@jimballer
@sueurahn
@pewstates

Top Mentioned in G3:
@theducktitan
@telltaletypist
@stevenwallaby

Top Mentioned in G4:
@brainbubbles_de
@elonmusk

Top Mentioned in G5:
@chrisweiler
@ajplus

Top Mentioned in G6:
@auivn_m
@subboor18

Top Mentioned in G7:
@crohnscolitisfn

Top Mentioned in G8:
@jdubwub
@krugermacro

Top Mentioned in G9:
@faketakedump

Top Mentioned in G10:
@artisanrocky

Top Tweeters
Top Tweeters in Entire Graph:
@artificialbra1n
@mzlianne
@jchapman1729
@nayasala
@ghostdansing
@uberfactsebooks
@apk_ninja
@makewordsbot
@igamerai
@faketakedump

Top Tweeters in G1:
@jchapman1729
@uberfactsebooks
@igamerai
@lukeweston
@jalejandro_md
@ac_dancastro
@saturnjkk
@racheleesthinks
@akanomis_
@tecdirectmedia

Top Tweeters in G2:
@pewstates
@sleiseca
@km_dewit
@localnetchoice
@sueurahn
@b_______taylor
@jimballer

Top Tweeters in G3:
@stevenwallaby
@telltaletypist
@kidthatcantdraw
@theducktitan
@fabianmales

Top Tweeters in G4:
@ghostdansing
@apk_ninja
@brainbubbles_de
@elonmusk

Top Tweeters in G5:
@ajplus
@robinandriver
@chrisweiler
@dysinger

Top Tweeters in G6:
@ammarad35612335
@subboor18
@applenmango
@auivn_m

Top Tweeters in G7:
@tweet_nutrition
@crohnscolitisfn
@edelblumlab
@jennymkroeplin

Top Tweeters in G8:
@krugermacro
@iliketocope
@treegrounds
@jdubwub

Top Tweeters in G9:
@artificialbra1n
@makewordsbot
@faketakedump

Top Tweeters in G10:
@artisanrocky
@twothumbs8
@furrakhan