NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

pew internet_2021-10-27_19-25-04.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
October 28, 2021
Short Description:
pew internet via NodeXL https://bit.ly/2ZwKrYU
@szabadsag1956
@sueurahn
@treegrounds
@bobfran61973292
@ammarad35612335
@crohnscolitisfn
@robinandriver
@jimballer
@pewstates
@loatheyy

Top hashtags:
#digitaldivide
#facebook
#youtube
#socialmediastats
#getsocial

Description:
Description
The graph represents a network of 102 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, 28 October 2021 at 02:25 UTC.

The requested start date was Thursday, 28 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, 18-hour, 46-minute period from Thursday, 14 October 2021 at 10:13 UTC to Wednesday, 27 October 2021 at 05:00 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 : 102
Unique Edges : 53
Edges With Duplicates : 74
Total Edges : 127
Number of Edge Types : 5
Replies to : 10
Mentions : 18
Tweet : 26
Retweet : 36
MentionsInRetweet : 37
Self-Loops : 26
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 40
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 22
Maximum Edges in a Connected Component : 43
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.536723
Graph Density : 0.0062123859444768
Modularity : 0.563953
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 102 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, 28 October 2021 at 02:25 UTC.

The requested start date was Thursday, 28 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, 18-hour, 46-minute period from Thursday, 14 October 2021 at 10:13 UTC to Wednesday, 27 October 2021 at 05:00 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/2021/04/07/social-media-use-in-2021/
[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
[1] https://www.pewresearch.org/internet/fact-sheet/social-media/
[1] https://www.youtube.com/watch?v=NMhYy53Rd6Y&feature=youtu.be

[1] https://www.pewresearch.org/politics/2020/10/15/differences-in-how-democrats-and-republicans-behave-on-twitter/
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[1] https://www.pewresearch.org/fact-tank/2021/09/10/americans-with-disabilities-less-likely-than-those-without-to-own-some-digital-devices/
[1] https://www.twitch.tv/cookelifi

Top URLs in Tweet in G1:
[1] https://twitter.com/istrebki/status/1449355835713495042

Top URLs in Tweet in G2:
[3] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[1] https://www.pewresearch.org/internet/2017/02/08/code-dependent-pros-and-cons-of-the-algorithm-age/
[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=facebook_trusts&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___summary
[1] https://twitter.com/CalltoActivism/status/1449753871421788167
[1] https://potsandpansbyccg.com/2021/09/28/the-pandemic-and-the-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.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/
[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/

Top URLs in Tweet in G3:
[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=___dyk
[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 G6:
[1] https://r.socialstudio.radian6.com/751238b5-e1f0-40d6-bc67-58f7d1123bde

Top URLs in Tweet in G9:
[1] https://www.pewresearch.org/internet/fact-sheet/social-media/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] digitaldivide
[1] facebook
[1] youtube
[1] socialmediastats
[1] getsocial
[1] healthnews
[1] ibdvisible
[1] crohnsdisease
[1] ulcerativecolitis
[1] broadband



Top Hashtags in Tweet in G2:
[1] coms3320
[1] connectindiana
[1] pewresearch
[1] facebook
[1] youtube
[1] socialmediastats
[1] getsocial

Top Hashtags in Tweet in G3:
[3] digitaldivide
[1] broadband

Top Hashtags in Tweet in G6:
[1] ibdvisible
[1] crohnsdisease
[1] ulcerativecolitis

Top Words
Top Words in Tweet in Entire Graph:
[80] pew
[40] research
[38] internet
[24] survey
[23] source
[22] ok
[22] announce
[22] finally
[22] found
[22] shitty

Top Words in Tweet in G1:
[22] ok
[22] announce
[22] finally
[22] found
[22] source
[22] shitty
[22] meme
[22] pew
[22] research
[22] survey

Top Words in Tweet in G2:
[20] pew
[11] internet
[9] research
[7] center
[4] media
[4] people
[4] more
[4] americans
[4] according
[3] social

Top Words in Tweet in G3:
[4] jimballer
[3] bridging
[3] #digitaldivide
[3] necessary
[3] advancing
[3] economic
[3] development
[3] health
[3] care
[3] education

Top Words in Tweet in G4:
[2] pew

Top Words in Tweet in G5:
[2] agree

Top Words in Tweet in G6:
[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 G7:
[2] pew

Top Words in Tweet in G8:
[2] pew

Top Words in Tweet in G10:
[6] gen
[3] generation
[3] pew
[3] research
[3] recently
[3] defined
[3] anyone
[3] born
[3] 1997
[3] grew

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[39] pew,research
[22] ok,announce
[22] announce,finally
[22] finally,found
[22] found,source
[22] source,shitty
[22] shitty,meme
[22] meme,pew
[22] research,survey
[21] szabadsag1956,ok

Top Word Pairs in Tweet in G1:
[22] ok,announce
[22] announce,finally
[22] finally,found
[22] found,source
[22] source,shitty
[22] shitty,meme
[22] meme,pew
[22] pew,research
[22] research,survey
[21] szabadsag1956,ok

Top Word Pairs in Tweet in G2:
[8] pew,research
[7] research,center
[3] internet,pew
[3] social,media
[3] americans,use
[2] pew,internet
[2] pew,pew
[2] sample,size
[2] pew,report
[2] roughly,seven

Top Word Pairs in Tweet in G3:
[3] bridging,#digitaldivide
[3] #digitaldivide,necessary
[3] necessary,advancing
[3] advancing,economic
[3] economic,development
[3] development,health
[3] health,care
[3] care,education
[3] education,enablers
[2] sueurahn,bridging

Top Word Pairs in Tweet in G6:
[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 G10:
[3] generation,pew
[3] pew,research
[3] research,recently
[3] recently,defined
[3] defined,gen
[3] gen,anyone
[3] anyone,born
[3] born,1997
[3] 1997,gen
[3] gen,grew

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@szabadsag1956
@jimballer
@crohnscolitisfn
@sueurahn
@mzlianne
@loatheyy
@chrisweiler
@ajplus
@tsoh_investing
@brian_riedl

Top Mentioned in G1:
@szabadsag1956

Top Mentioned in G3:
@jimballer
@sueurahn
@localnetchoice
@pewstates

Top Mentioned in G4:
@chrisweiler
@ajplus

Top Mentioned in G5:
@auivn_m
@subboor18

Top Mentioned in G6:
@crohnscolitisfn

Top Mentioned in G7:
@jdubwub
@krugermacro

Top Mentioned in G8:
@marklarflash
@lemoncommie

Top Mentioned in G9:
@tsoh_investing

Top Mentioned in G10:
@mzlianne

Top Tweeters
Top Tweeters in Entire Graph:
@mzlianne
@mrkalman
@jchapman1729
@slate
@nayasala
@vogon
@heather_hear
@stem_nastics
@siddarthpaim
@ggreenwald

Top Tweeters in G1:
@davidvimbilman
@cheeseman20202
@makno20
@mr_kevin_1997
@dildointoystory
@khornebrzrkr
@sarsath21
@chnnny
@chukuriuk
@anordinaryboyh3

Top Tweeters in G2:
@mrkalman
@jchapman1729
@stem_nastics
@siddarthpaim
@rachela_adler
@lukeweston
@ac_dancastro
@tecdirectmedia
@david_internet
@parangklen

Top Tweeters in G3:
@pewstates
@sleiseca
@km_dewit
@localnetchoice
@sueurahn
@jimballer

Top Tweeters in G4:
@ajplus
@robinandriver
@chrisweiler
@dysinger

Top Tweeters in G5:
@ammarad35612335
@subboor18
@applenmango
@auivn_m

Top Tweeters in G6:
@tweet_nutrition
@crohnscolitisfn
@edelblumlab
@jennymkroeplin

Top Tweeters in G7:
@krugermacro
@iliketocope
@treegrounds
@jdubwub

Top Tweeters in G8:
@marklarflash
@bobfran61973292
@lemoncommie
@g4mbie

Top Tweeters in G9:
@tsoh_investing
@siyul
@hansenasset

Top Tweeters in G10:
@mzlianne
@anie_wall
@chiomaifepe2