pew internet, Twitter, 3/11/2021 3:34:05 AM, 250488


FAQ | Problem?

pew internet_2021-03-10_19-25-04.xlsx
pew internet_2021-03-10_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 11, 2021
Short Description:
pew internet via NodeXL https://bit.ly/38LdAlh
@amandartubbs
@nibympp
@lzcoficial
@chsommers
@lighthikari5
@sunlorrie
@yoloboyd02
@arrianna_planey
@wgtc_site
@grove

Top hashtags:
#nuevovideo
#digitaldivide
#edtech
#edchat
#movies
#pepélepew
#themuppets
#cancelculture

Description:
Description
The graph represents a network of 931 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, 11 March 2021 at 03:25 UTC.

The requested start date was Thursday, 11 March 2021 at 01:01 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, 2-hour, 51-minute period from Thursday, 25 February 2021 at 20:32 UTC to Wednesday, 10 March 2021 at 23:23 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 : 931
Unique Edges : 218
Edges With Duplicates : 1460
Total Edges : 1678
Number of Edge Types : 5
Retweet : 724
MentionsInRetweet : 755
Tweet : 130
Replies to : 32
Mentions : 37
Self-Loops : 131
Reciprocated Vertex Pair Ratio : 0.00986436498150432
Reciprocated Edge Ratio : 0.0195360195360195
Connected Components : 151
Single-Vertex Connected Components : 98
Maximum Vertices in a Connected Component : 429
Maximum Edges in a Connected Component : 859
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.022634
Graph Density : 0.000945913170021829
Modularity : 0.449012
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 931 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, 11 March 2021 at 03:25 UTC.

The requested start date was Thursday, 11 March 2021 at 01:01 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, 2-hour, 51-minute period from Thursday, 25 February 2021 at 20:32 UTC to Wednesday, 10 March 2021 at 23:23 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:
[57] https://ca.finance.yahoo.com/news/york-times-columnist-raises-stink-195327490.html
[9] https://wegotthiscovered.com/movies/internet-wonders-piggys-pepe-le-pew-cancelled/
[7] https://www.tomatazos.com/noticias/599748/Tras-cancelacion-de-Pepe-Le-Pew-Internet-pide-cancelar-a-Miss-Piggy-por-fomentar-la-violencia-domestica
[5] 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/
[4] https://wegotthiscovered.com/movies/internet-wonders-piggys-pepe-le-pew-cancelled/#.YEgrDlMgDWA.twitter
[3] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[2] https://www.hitc.com/en-gb/2021/03/10/why-is-miss-piggy-getting-cancelled-drama-explained/
[2] https://www.americatv.com.pe/cinescape/entretenimiento/polemica-tras-la-cancelacion-de-pepe-le-pew-internet-pide-que-personajes-como-miss-piggy-y-pucca-tambien-queden-fuera-de-la-television/
[2] https://celeb-media.com/
[2] https://wegotthiscovered.com/movies/internet-reacts-pepe-le-pew-removed-space-jam-legacy/

Top URLs in Tweet in G2:
[6] https://wegotthiscovered.com/movies/internet-wonders-piggys-pepe-le-pew-cancelled/
[3] 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/
[3] https://www.tomatazos.com/noticias/599748/Tras-cancelacion-de-Pepe-Le-Pew-Internet-pide-cancelar-a-Miss-Piggy-por-fomentar-la-violencia-domestica
[2] https://celeb-media.com/
[1] https://www.linkedin.com/slink?code=eNMdr_B
[1] https://www.linkedin.com/slink?code=eazXq5j
[1] https://www.pewresearch.org/internet/fact-sheet/social-media/
[1] https://blog.savvas.com/the-digital-divides-impact-on-remote-learners/?hsamp_network=twitter&hsamp=bG3f13SPaWZEr
[1] https://blog.savvas.com/the-digital-divides-impact-on-remote-learners/?hsamp_network=twitter&hsamp=bAfWpXA7NpKSi
[1] https://blog.savvas.com/the-digital-divides-impact-on-remote-learners/?hsamp_network=twitter&hsamp=btZ6bsJPOV8TY

Top URLs in Tweet in G3:
[2] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[1] https://twitter.com/ggreenwald/status/1369302899478716425
[1] https://twitter.com/mtracey/status/1369307884861988866

Top URLs in Tweet in G4:
[57] https://ca.finance.yahoo.com/news/york-times-columnist-raises-stink-195327490.html
[3] https://wegotthiscovered.com/movies/internet-wonders-piggys-pepe-le-pew-cancelled/
[1] https://wegotthiscovered.com/movies/internet-reacts-pepe-le-pew-removed-space-jam-legacy/

Top URLs in Tweet in G7:
[1] https://twitter.com/Ariana_Tobin/status/1366404271038685186

Top URLs in Tweet in G9:
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/03/03/its-patchwork-rural-teachers-struggle-to-connect-in-pandemic
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/03/02/what-policymakers-can-learn-from-the-minnesota-model-of-broadband-expansion

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[39] nuevovideo
[20] digitaldivide
[18] edtech
[18] edchat
[4] movies
[4] pepélepew
[4] themuppets
[3] cancelculture
[2] news
[2] pepelepew



Top Hashtags in Tweet in G2:
[16] edchat
[15] digitaldivide
[15] edtech
[4] movies
[2] pepelepew
[2] news
[2] cancelculture
[1] innovation
[1] swfutures
[1] med122

Top Hashtags in Tweet in G4:
[3] pepélepew
[3] themuppets

Top Hashtags in Tweet in G6:
[39] nuevovideo

Top Hashtags in Tweet in G8:
[1] wherearethewomen

Top Hashtags in Tweet in G9:
[1] mnleg

Top Words
Top Words in Tweet in Entire Graph:
[865] going
[841] pew
[691] pepe
[458] cancel
[440] cartoon
[439] one
[437] skunk
[435] re
[434] day
[431] conservatives

Top Words in Tweet in G1:
[861] going
[431] day
[430] one
[430] re
[430] cancel
[430] pepe
[430] pew
[430] conservatives
[430] defend
[430] cartoon

Top Words in Tweet in G2:
[94] pew
[84] internet
[55] pepe
[25] research
[22] center
[18] cancel
[17] speed
[16] 15
[16] age
[16] high

Top Words in Tweet in G3:
[118] men
[118] women
[75] threatened
[74] 2021
[74] pew
[74] data
[74] online
[74] 35
[74] versus
[74] 26

Top Words in Tweet in G4:
[62] internet
[62] pew
[58] pepe
[57] honey
[57] finished
[57] york
[57] times
[57] columnist
[57] added
[57] rape

Top Words in Tweet in G5:
[102] gente
[52] sola
[51] caso
[51] lola
[51] bunny
[51] excita
[51] conejos
[51] delatado
[51] pepe
[51] pew

Top Words in Tweet in G6:
[40] pepe
[40] pew
[39] #nuevovideo
[39] cancelación
[39] concepto
[39] normalización
[39] ignorancia
[39] internet
[39] supuesto
[39] racismo

Top Words in Tweet in G7:
[15] compounding
[15] inequities
[15] access
[15] vaccine
[15] 10
[15] adults
[15] donâ
[15] use
[15] internet
[15] according

Top Words in Tweet in G8:
[4] lovemattersinfo
[4] pravah01
[4] theypfoundation
[4] girleffect
[4] haiyya_act
[4] icrw
[4] popfoundindia
[4] shaktishalini87
[3] inbreakthrough
[3] shedecidesgf

Top Words in Tweet in G9:
[12] internet
[9] seem
[9] obvious
[9] growing
[9] economy
[9] directly
[9] dependent
[9] access
[9] mn
[9] pushing

Top Words in Tweet in G10:
[9] people
[7] charlesmblow
[7] pepe
[7] pew
[6] doesnt
[6] stink
[6] need
[6] see
[6] beyond
[6] doing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[685] pepe,pew
[432] re,going
[432] cancel,pepe
[430] one,day
[430] day,re
[430] going,cancel
[430] pew,conservatives
[430] conservatives,going
[430] going,defend
[430] defend,cartoon

Top Word Pairs in Tweet in G1:
[430] one,day
[430] day,re
[430] re,going
[430] going,cancel
[430] cancel,pepe
[430] pepe,pew
[430] pew,conservatives
[430] conservatives,going
[430] going,defend
[430] defend,cartoon

Top Word Pairs in Tweet in G2:
[51] pepe,pew
[23] pew,research
[22] research,center
[16] high,speed
[16] speed,internet
[15] powerful,insights
[15] #digitaldivide,15
[15] 15,households
[15] households,school
[15] school,age

Top Word Pairs in Tweet in G3:
[74] 2021,pew
[74] pew,data
[74] 35,men
[74] men,versus
[74] versus,26
[74] 26,women
[42] according,2021
[42] data,men
[42] men,insulted
[42] insulted,threatened

Top Word Pairs in Tweet in G4:
[58] pepe,pew
[57] honey,finished
[57] finished,internet
[57] internet,york
[57] york,times
[57] times,columnist
[57] columnist,pepe
[57] pew,added
[57] added,rape
[57] rape,culture

Top Word Pairs in Tweet in G5:
[51] caso,lola
[51] lola,bunny
[51] bunny,gente
[51] gente,excita
[51] excita,conejos
[51] conejos,delatado
[51] delatado,sola
[51] sola,pepe
[51] pepe,pew
[51] pew,gente

Top Word Pairs in Tweet in G6:
[40] pepe,pew
[39] #nuevovideo,cancelación
[39] cancelación,pepe
[39] pew,concepto
[39] concepto,normalización
[39] normalización,ignorancia
[39] ignorancia,internet
[39] internet,supuesto
[39] supuesto,racismo
[38] lzcoficial,#nuevovideo

Top Word Pairs in Tweet in G7:
[15] compounding,inequities
[15] inequities,access
[15] access,vaccine
[15] vaccine,10
[15] 10,adults
[15] adults,donâ
[15] donâ,use
[15] use,internet
[15] internet,according
[14] arrianna_planey,compounding

Top Word Pairs in Tweet in G8:
[4] lovemattersinfo,pravah01
[4] pravah01,theypfoundation
[4] theypfoundation,girleffect
[4] girleffect,haiyya_act
[4] haiyya_act,icrw
[4] icrw,popfoundindia
[4] popfoundindia,shaktishalini87
[3] inbreakthrough,lovemattersinfo
[3] shaktishalini87,shedecidesgf

Top Word Pairs in Tweet in G9:
[9] seem,obvious
[9] obvious,growing
[9] growing,economy
[9] economy,directly
[9] directly,dependent
[9] dependent,internet
[9] internet,access
[9] access,mn
[9] mn,pushing
[9] pushing,50m

Top Word Pairs in Tweet in G10:
[7] pepe,pew
[6] charlesmblow,pepe
[6] pew,doesnt
[6] doesnt,stink
[6] stink,people
[6] people,need
[6] need,see
[6] see,beyond
[6] beyond,doing
[6] doing,protecting

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@amandartubbs
@chsommers
@sunlorrie
@nibympp
@lzcoficial
@arrianna_planey
@grove
@charlesmblow
@stvlacruz
@pewstates

Top Mentioned in G1:
@amandartubbs

Top Mentioned in G2:
@cdnnow

Top Mentioned in G3:
@chsommers

Top Mentioned in G4:
@sunlorrie
@wgtc_site

Top Mentioned in G5:
@nibympp

Top Mentioned in G6:
@lzcoficial
@nibympp

Top Mentioned in G7:
@arrianna_planey

Top Mentioned in G8:
@pravah01
@theypfoundation
@girleffect
@haiyya_act
@icrw
@popfoundindia
@shaktishalini87
@inbreakthrough
@lovemattersinfo

Top Mentioned in G9:
@grove
@christinevestal
@pewtrusts
@blandinfound

Top Mentioned in G10:
@charlesmblow
@stvlacruz
@campbellkevin74
@wilmcmillen

Top Tweeters
Top Tweeters in Entire Graph:
@britpoptarts
@madanabhat
@missnisha6849
@lizditz
@copyofone
@lyndae222
@phendricks71
@sheiladecker19
@fieryreddragon
@morvjn

Top Tweeters in G1:
@britpoptarts
@missnisha6849
@lizditz
@sheiladecker19
@fieryreddragon
@anthropic
@inpoco
@daydreamthis
@weirmb
@aspeed

Top Tweeters in G2:
@beefareeno
@cdnnow
@poyntermarcsman
@olanoticias
@janosikgarciaz
@quayywill
@isis_slay3r
@imnotteridax
@boxwatcher
@papernewsnetwrk

Top Tweeters in G3:
@madanabhat
@copyofone
@morvjn
@mr_spock
@auntieamy90
@suliajenifa
@andymeanie
@jimhengstenberg
@mygrindelwald
@tericbrownuga

Top Tweeters in G4:
@lyndae222
@phendricks71
@buffy619
@happyfinko
@sunlorrie
@yennygomes1984
@rexglacer
@susanflores7762
@wgtc_site
@eamorris_

Top Tweeters in G5:
@saayalicious
@daoa_987
@trickeelgatito
@bistian00
@elhector_017
@33ferfernandez
@lageadofirelord
@im_la_figue
@robespiral
@bawalalala

Top Tweeters in G6:
@ricardon95
@angiepeggy35
@gustavomarcha19
@vicgots
@lasrabetty
@alexsorroza
@roskar2169
@skyknightlcg
@h_jonathan_n
@elite_trashbag

Top Tweeters in G7:
@drivenbytatiana
@faineg
@arrianna_planey
@drzackaryberger
@beruangsinar
@the_etheropian
@ashihipar
@shell_ki
@profyolonda
@jorge_pacheco

Top Tweeters in G8:
@youthkiawaaz
@inbreakthrough
@lovemattersinfo
@icrw
@girleffect
@theypfoundation
@popfoundindia
@shedecidesgfi
@haiyya_act
@pravah01

Top Tweeters in G9:
@pewtrusts
@indivisiblemnlo
@clyouakim
@angeladavismpr
@mndeed
@robfargo
@grove
@mremez
@umn_ext_cv
@blandinfound

Top Tweeters in G10:
@charlesmblow
@kingscheme_
@andresf1908
@itstim205
@wilmcmillen
@nixlarr
@tim1mj
@intheoryallr1
@oscar_chiquillo
@campbellkevin74