pew internet, Twitter, 11/1/2019 2:19:36 PM, 214974


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pew internet_2019-11-01_07-16-21.xlsx
pew internet_2019-11-01_07-16-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 01, 2019
Short Description:
pew internet via NodeXL http://bit.ly/36pux1H
@hislilbaddbitch
@offpanet
@teta_limcangco
@pew_pew_laser
@henri_pew
@cburtongajda
@jennycohn1
@nuzzel
@wagjuer
@marsha250

Top hashtags:
#pew
#news
#tech
#internet
#rt
#nethnology
#nrwp
#edtech
#cybersecurity
#data

Description:
Description
The graph represents a network of 545 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 Friday, 01 November 2019 at 14:16 UTC.

The requested start date was Friday, 01 November 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 12-hour, 46-minute period from Friday, 18 October 2019 at 04:44 UTC to Thursday, 31 October 2019 at 17:31 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 : 545
Unique Edges : 329
Edges With Duplicates : 1059
Total Edges : 1388
Number of Edge Types : 3
Tweet : 1110
Replies to : 20
Mentions : 258
Self-Loops : 1110
Reciprocated Vertex Pair Ratio : 0.00775193798449612
Reciprocated Edge Ratio : 0.0153846153846154
Connected Components : 292
Single-Vertex Connected Components : 245
Maximum Vertices in a Connected Component : 177
Maximum Edges in a Connected Component : 177
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.949958
Graph Density : 0.000876956287101997
Modularity : 0.259754
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 545 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 Friday, 01 November 2019 at 14:16 UTC.

The requested start date was Friday, 01 November 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 12-hour, 46-minute period from Friday, 18 October 2019 at 04:44 UTC to Thursday, 31 October 2019 at 17:31 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[822] https://www.pewinternet.org/2019/10/28/
[200] https://www.pewresearch.org/internet/interactives/online-romance/
[9] https://www.pewresearch.org/internet/2019/10/28/
[8] https://www.pewinternet.org/2019/10/28/experts-optimistic-about-the-next-50-years-of-digital-life/
[8] https://www.pewinternet.org/2019/10/28/2-internet-pioneers-imagine-the-next-50-years/
[6] https://www.pewresearch.org/internet/2019/10/28/experts-optimistic-about-the-next-50-years-of-digital-life/
[5] https://www.pewresearch.org/internet/2019/10/28/themes-about-the-next-50-years-of-life-online/
[3] https://www.pewresearch.org/internet/2019/10/28/the-next-50-years-of-digital-life-about-this-canvassing-of-experts/
[3] https://www.businessinsider.com/cdc-teenage-gen-z-american-suicide-epidemic
[2] https://www.pewresearch.org/internet/2019/10/28/shareable-quotes-from-experts-about-the-next-50-years-of-digital-life/

Top URLs in Tweet in G1:
[773] https://www.pewinternet.org/2019/10/28/
[181] https://www.pewresearch.org/internet/interactives/online-romance/
[9] https://www.pewresearch.org/internet/2019/10/28/
[8] https://www.pewinternet.org/2019/10/28/2-internet-pioneers-imagine-the-next-50-years/
[5] https://www.pewresearch.org/internet/2019/10/28/experts-optimistic-about-the-next-50-years-of-digital-life/
[5] https://www.pewresearch.org/internet/2019/10/28/themes-about-the-next-50-years-of-life-online/
[3] https://www.pewinternet.org/2019/10/28/experts-optimistic-about-the-next-50-years-of-digital-life/
[3] https://www.pewresearch.org/internet/2019/10/28/the-next-50-years-of-digital-life-about-this-canvassing-of-experts/
[2] https://www.businessinsider.com/cdc-teenage-gen-z-american-suicide-epidemic
[2] https://www.pewinternet.org/2019/10/28/&

Top URLs in Tweet in G3:
[8] https://www.pewresearch.org/internet/interactives/online-romance/
[5] https://www.pewinternet.org/2019/10/28/

Top URLs in Tweet in G4:
[1] https://www.businessinsider.com/cdc-teenage-gen-z-american-suicide-epidemic

Top URLs in Tweet in G5:
[1] https://twitter.com/senschumer/status/1187161258811895808

Top URLs in Tweet in G6:
[1] https://twitter.com/KEEMSTAR/status/1186179429795581953

Top URLs in Tweet in G7:
[2] https://www.pewinternet.org/2019/10/28/experts-optimistic-about-the-next-50-years-of-digital-life/

Top URLs in Tweet in G8:
[1] https://twitter.com/joycevalenza/status/1188777706328068104

Top URLs in Tweet in G10:
[1] https://www.pewresearch.org/internet/2013/04/25/civic-engagement-in-the-digital-age/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] pew
[7] news
[5] tech
[5] internet
[5] rt
[3] nethnology
[3] nrwp
[2] edtech
[2] cybersecurity
[2] data



Top Hashtags in Tweet in G1:
[9] pew
[7] news
[3] nrwp
[1] digitalliteracy
[1] irwp
[1] rightwing
[1] edchat
[1] tekdaily
[1] branding
[1] marketing

Top Hashtags in Tweet in G5:
[1] safeact

Top Words
Top Words in Tweet in Entire Graph:
[483] Words in Sentiment List#1: Positive
[280] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[19618] Non-categorized Words
[20381] Total Words
[1360] pew
[1121] research
[1043] new
[660] internet
[426] life

Top Words in Tweet in G1:
[1055] pew
[1013] research
[972] new
[400] internet
[387] life
[352] future
[211] 50
[210] next
[209] years
[203] digital

Top Words in Tweet in G2:
[177] never
[177] sit
[177] internet
[177] bragging
[177] another
[177] women
[177] s
[177] man
[177] tried
[177] talk

Top Words in Tweet in G3:
[13] new
[13] pew
[13] research
[8] offpanet
[8] online
[8] romance
[3] future
[2] 3
[2] humanity
[2] precipice

Top Words in Tweet in G4:
[7] cause
[7] use
[6] suicide
[6] gen
[6] z's
[6] second
[6] leading
[6] death
[6] pew
[6] research

Top Words in Tweet in G5:
[6] internet
[4] advertising
[3] jack
[2] thank
[2] twitter
[2] banned
[2] political
[2] worldwide
[2] incredibly
[2] news

Top Words in Tweet in G6:
[10] internet
[7] thejayqueue
[6] arnelsmom
[4] jews
[3] right
[3] return
[3] pew_pew_laser
[3] more
[2] people
[2] being

Top Words in Tweet in G7:
[3] experts
[3] optimistic
[3] next
[3] 50
[3] years
[3] digital
[3] life
[3] pew
[3] research
[3] center

Top Words in Tweet in G8:
[2] research

Top Words in Tweet in G9:
[4] race
[4] facebook
[4] doesn
[4] t
[3] realsaavedra
[3] pew
[3] research
[3] accurate
[3] numbers
[3] tallies

Top Words in Tweet in G10:
[2] community
[2] online

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1118] pew,research
[1036] new,pew
[230] 50,years
[227] next,50
[216] digital,life
[198] online,romance
[197] research,online
[191] internet,continue
[191] continue,make
[191] make,life

Top Word Pairs in Tweet in G1:
[1011] pew,research
[968] new,pew
[209] 50,years
[208] next,50
[197] digital,life
[179] 4,internet
[179] internet,continue
[179] continue,make
[179] make,life
[179] life,better

Top Word Pairs in Tweet in G2:
[177] never,sit
[177] sit,internet
[177] internet,bragging
[177] bragging,another
[177] another,women
[177] women,s
[177] s,man
[177] man,tried
[177] tried,talk
[177] talk,pew

Top Word Pairs in Tweet in G3:
[13] new,pew
[13] pew,research
[8] offpanet,new
[8] research,online
[8] online,romance
[2] research,3
[2] 3,humanity
[2] humanity,precipice
[2] precipice,future
[2] future,stake

Top Word Pairs in Tweet in G4:
[6] suicide,gen
[6] gen,z's
[6] z's,second
[6] second,leading
[6] leading,cause
[6] cause,death
[6] death,pew
[6] pew,research
[6] research,center
[6] center,found

Top Word Pairs in Tweet in G5:
[2] thank,jack
[2] jack,twitter
[2] twitter,banned
[2] banned,political
[2] political,advertising
[2] advertising,worldwide
[2] worldwide,internet
[2] internet,advertising
[2] advertising,incredibly
[2] news,flash

Top Word Pairs in Tweet in G6:
[3] arnelsmom,thejayqueue
[2] pew_pew_laser,thejayqueue
[2] thejayqueue,jews
[2] jews,vienna
[2] vienna,shrink
[2] shrink,away
[2] away,return
[2] return,tomorrow
[2] tomorrow,more
[2] more,internet

Top Word Pairs in Tweet in G7:
[3] experts,optimistic
[3] optimistic,next
[3] next,50
[3] 50,years
[3] years,digital
[3] digital,life
[3] life,pew
[3] pew,research
[3] research,center
[3] center,internet

Top Word Pairs in Tweet in G9:
[4] doesn,t
[3] realsaavedra,pew
[3] pew,research
[3] research,accurate
[3] accurate,numbers
[3] numbers,race
[3] race,tallies
[3] tallies,facebook
[3] facebook,doesn
[3] t,even

Top Word Pairs in Tweet in G10:
[2] community,online

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@hislilbaddbitch
@offpanet
@thejayqueue
@kamakurazen
@teta_limcangco
@arnelsmom
@jack
@lapointejm
@nuzzel
@tobiasbuckell

Top Mentioned in G1:
@syedsharukh
@tolusefrancis

Top Mentioned in G2:
@hislilbaddbitch

Top Mentioned in G3:
@offpanet

Top Mentioned in G4:
@teta_limcangco

Top Mentioned in G5:
@jack
@panosfrmgoranos
@jennycohn1
@senatemajldr

Top Mentioned in G6:
@thejayqueue
@arnelsmom
@pew_pew_laser

Top Mentioned in G7:
@nuzzel
@wagjuer

Top Mentioned in G8:
@lilrc
@csh_library
@commacklibrary

Top Mentioned in G9:
@docroth
@realsaavedra

Top Mentioned in G10:
@davidspinks

Top Tweeters
Top Tweeters in Entire Graph:
@gumartinslive
@ecointernetdrgb
@cleopatra2910
@ebertolaccini
@chilhon2016lap
@1000jasus
@bikerbd
@modewelt_online
@surveysunday
@fowlazule

Top Tweeters in G1:
@gumartinslive
@ecointernetdrgb
@cleopatra2910
@ebertolaccini
@modewelt_online
@surveysunday
@fowlazule
@anil7kishan
@jdoaim
@nmitch

Top Tweeters in G2:
@1000jasus
@reallifegawdess
@tory30christian
@shawniimontana
@daythisdaythat
@nelbelikeeeee
@teewhyayinay_
@__lizzyyy
@shadyyasslibra
@yourmodernmocha

Top Tweeters in G3:
@com22com55
@miki_ch_u
@m_co_d
@aribjyo
@3____7mina
@mayaya_m1
@mdobitchj
@offpanet

Top Tweeters in G4:
@makilingmiracle
@serrano_rene
@legallyzen
@teta_limcangco
@_the_blackswan_
@toinx_

Top Tweeters in G5:
@jennycohn1
@henri_pew
@jack
@panosfrmgoranos
@senatemajldr

Top Tweeters in G6:
@cashmoneyglock
@dizardthunder
@arnelsmom
@thejayqueue
@pew_pew_laser

Top Tweeters in G7:
@wagjuer
@sguilana
@kimubert
@nuzzel

Top Tweeters in G8:
@cburtongajda
@csh_library
@lilrc
@commacklibrary

Top Tweeters in G9:
@realsaavedra
@oceans_viewer
@gena_america1st
@docroth

Top Tweeters in G10:
@davidspinks
@staringispolite
@scottmoore


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