pew internet, Twitter, 10/7/2021 2:28:44 AM, 263925


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pew internet_2021-10-06_19-25-04.xlsx
pew internet_2021-10-06_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 07, 2021
Short Description:
pew internet via NodeXL https://bit.ly/3BmDMPb
@_janzimmermann_
@piochemagazine
@frankcatalano
@shaver_cs
@sunnyhunnybunn
@internet_guy_01
@checkanfro
@stuartblair
@highforthishxt
@radicalhystery

Top hashtags:
#vtuber
#divide
#gqactuallyme
#vtuberen
#twitchstreamer

Description:
Description
The graph represents a network of 77 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, 07 October 2021 at 02:25 UTC.

The requested start date was Thursday, 07 October 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 12-day, 1-hour, 45-minute period from Thursday, 23 September 2021 at 16:06 UTC to Tuesday, 05 October 2021 at 17:51 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 : 77
Unique Edges : 59
Edges With Duplicates : 18
Total Edges : 77
Number of Edge Types : 5
Tweet : 30
Replies to : 9
Mentions : 18
Retweet : 8
MentionsInRetweet : 12
Self-Loops : 30
Reciprocated Vertex Pair Ratio : 0.0263157894736842
Reciprocated Edge Ratio : 0.0512820512820513
Connected Components : 42
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 5
Maximum Edges in a Connected Component : 8
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 0.888889
Graph Density : 0.00666438824333561
Modularity : 0.632274
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 77 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, 07 October 2021 at 02:25 UTC.

The requested start date was Thursday, 07 October 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 12-day, 1-hour, 45-minute period from Thursday, 23 September 2021 at 16:06 UTC to Tuesday, 05 October 2021 at 17:51 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://circleid.com/posts/20210929-pew-research-center-on-the-pandemic-and-the-internet
[2] http://trib.al/lsnsGEF
[1] https://potsandpansbyccg.com/2021/09/28/the-pandemic-and-the-internet/
[1] https://www.pewresearch.org/fact-tank/2021/10/01/what-we-know-about-online-learning-and-the-homework-gap-amid-the-pandemic/
[1] http://dlvr.it/S8st3P
[1] https://www.edweek.org/technology/most-students-now-have-home-internet-access-but-what-about-the-ones-who-dont/2021/04
[1] https://www.pewresearch.org/fact-tank/2021/08/19/some-digital-divides-persist-between-rural-urban-and-suburban-america/
[1] https://www.pewresearch.org/internet/2015/08/06/teens-technology-and-friendships/
[1] https://www.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/
[1] https://tweetedtimes.com/topic/Danah%20Boyd?s=tnp

Top URLs in Tweet in G1:
[2] https://circleid.com/posts/20210929-pew-research-center-on-the-pandemic-and-the-internet
[1] https://www.pewresearch.org/internet/fact-sheet/social-media/
[1] http://www.zusia.com/
[1] https://www.pewresearch.org/internet/quiz/cybersecurity-knowledge/
[1] https://www.pewresearch.org/internet/2020/02/06/the-virtues-and-downsides-of-online-dating/
[1] https://www.pewresearch.org/internet/2015/08/06/teens-technology-and-friendships/
[1] https://www.edweek.org/technology/most-students-now-have-home-internet-access-but-what-about-the-ones-who-dont/2021/04
[1] https://www.pewresearch.org/fact-tank/2021/08/19/some-digital-divides-persist-between-rural-urban-and-suburban-america/
[1] http://dlvr.it/S8st3P

Top URLs in Tweet in G5:
[1] https://www.pewresearch.org/fact-tank/2021/10/01/what-we-know-about-online-learning-and-the-homework-gap-amid-the-pandemic/

Top URLs in Tweet in G8:
[1] https://www.pewresearch.org/internet/2015/11/19/1-the-internet-and-job-seeking/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] vtuber
[2] divide
[2] gqactuallyme
[1] vtuberen
[1] twitchstreamer
[1] pngtuber
[1] edtech
[1] digital
[1] zusia



Top Hashtags in Tweet in G1:
[2] divide
[1] zusia
[1] digital

Top Hashtags in Tweet in G5:
[1] edtech

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[24] ـ,ツ
[12] pew,internet
[12] ツكو,ب
[12] ب,و
[12] و,ن
[12] ن,ـ
[12] ـ,ـ
[12] ツخ,ص
[12] ص,م
[12] م,ツツكؤد

Top Word Pairs in Tweet in G1:
[24] ـ,ツ
[12] pew,internet
[12] ツكو,ب
[12] ب,و
[12] و,ن
[12] ن,ـ
[12] ـ,ـ
[12] سـي,ـفـى
[12] فؤغـآ,فؤقآ
[12] ツخ,ص

Top Word Pairs in Tweet in G2:
[2] culture,c'est
[2] c'est,80
[2] 80,données
[2] données,qu'on
[2] qu'on,consomme
[2] consomme,internet
[2] internet,selon
[2] selon,samuel
[2] samuel,valensi
[2] valensi,theshiftpr0ject

Top Word Pairs in Tweet in G4:
[2] harassed,people
[2] people,identify
[2] identify,men

Top Word Pairs in Tweet in G5:
[3] pew,93
[3] 93,parents
[3] parents,12
[3] 12,students
[3] students,kids
[3] kids,online
[3] online,instruction
[3] instruction,pandemic
[3] pandemic,began
[3] began,30

Top Word Pairs in Tweet in G9:
[3] way,people
[3] people,seek
[3] seek,validation
[3] validation,internet
[3] internet,pew
[2] highforthishxt,way

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@highforthishxt
@frankcatalano
@theshiftpr0ject
@pew_france
@nctsmtown_127
@espn
@streethistory
@bertoelsexy
@dougdawson_ccg
@pewresearch

Top Mentioned in G2:
@theshiftpr0ject
@pew_france
@radicalhystery
@pioc
@piochemagazine

Top Mentioned in G3:
@graemedmoffat
@elonmusk
@starlink

Top Mentioned in G4:
@espn
@streethistory

Top Mentioned in G5:
@frankcatalano
@pewresearch

Top Mentioned in G6:
@malbritton2016
@sbcexeccomm

Top Mentioned in G7:
@khanumarfa
@basharatali10

Top Mentioned in G8:
@kia4realz
@gladvillain

Top Mentioned in G9:
@highforthishxt

Top Mentioned in G10:
@ndrew_lawrence

Top Tweeters
Top Tweeters in Entire Graph:
@lltwing
@getiftech
@uberfactsebooks
@powerful_memes
@streethistory
@gladvillain
@checkanfro
@gqmagazine
@espn
@pewresearch

Top Tweeters in G1:
@uberfactsebooks
@powerful_memes
@dnupdate
@kwcollins
@drjackievolk
@rhonskirevz
@circleid
@isamunishijima
@belu_pew
@rwoodemarketer

Top Tweeters in G2:
@radicalhystery
@theshiftpr0ject
@pew_france
@piochemagazine
@pioc

Top Tweeters in G3:
@elonmusk
@andpru
@_janzimmermann_
@graemedmoffat
@starlink

Top Tweeters in G4:
@streethistory
@checkanfro
@espn
@realmnsportsfan

Top Tweeters in G5:
@lltwing
@getiftech
@pewresearch
@frankcatalano

Top Tweeters in G6:
@malbritton2016
@darylcornett
@shaver_cs
@sbcexeccomm

Top Tweeters in G7:
@khanumarfa
@pallabiam
@internet_guy_01
@basharatali10

Top Tweeters in G8:
@gladvillain
@kia4realz
@sunnyhunnybunn
@gains305

Top Tweeters in G9:
@talentedjas_
@highforthishxt
@heretiquette

Top Tweeters in G10:
@ndrew_lawrence
@stuartblair
@ctbrd1019