lrainie, Twitter, 11/22/2019 5:54:19 PM, 217059


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lrainie_2019-11-22_09-51-30.xlsx
lrainie_2019-11-22_09-51-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 22, 2019
Short Description:
lrainie via NodeXL http://bit.ly/2DjZ4Rn
@lrainie
@danbuk4
@antoniocasilli
@walthickey
@bryanalexander
@allanricharz
@pewinternet
@mediaredef
@uglynewrochelle
@mikesnider

Top hashtags:
#privacy
#impeachment
#digitaldivide
#impeachmenthearings
#demdebate
#foso19

Description:
Description
The graph represents a network of 152 Twitter users whose tweets in the requested range contained "lrainie", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 22 November 2019 at 17:51 UTC.

The requested start date was Friday, 22 November 2019 at 13:48 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 9-day, 8-hour, 18-minute period from Tuesday, 12 November 2019 at 14:05 UTC to Thursday, 21 November 2019 at 22:23 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 : 152
Unique Edges : 203
Edges With Duplicates : 93
Total Edges : 296
Number of Edge Types : 3
Mentions : 267
Tweet : 20
Replies to : 9
Self-Loops : 20
Reciprocated Vertex Pair Ratio : 0.0394088669950739
Reciprocated Edge Ratio : 0.0758293838862559
Connected Components : 12
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 134
Maximum Edges in a Connected Component : 278
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.672444
Graph Density : 0.00919309864064134
Modularity : 0.457314
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 152 Twitter users whose tweets in the requested range contained "lrainie", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 22 November 2019 at 17:51 UTC.

The requested start date was Friday, 22 November 2019 at 13:48 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 9-day, 8-hour, 18-minute period from Tuesday, 12 November 2019 at 14:05 UTC to Thursday, 21 November 2019 at 22:23 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 : lrainie
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:
[10] https://www.pewresearch.org/internet/2019/11/15/americans-and-privacy-concerned-confused-and-feeling-lack-of-control-over-their-personal-information/
[6] https://twitter.com/lrainie/status/1195395491091156992
[4] https://www.pewresearch.org/internet/2019/11/20/mobile-divides-in-emerging-economies/
[4] https://www.pewresearch.org/internet/2019/11/15/americans-concerned-feel-lack-of-control-over-personal-data-collected-by-both-companies-and-the-government/
[3] https://twitter.com/lrainie/status/1197606268720033792
[3] https://www.pewresearch.org/?post_type=fact-tank&p=323904
[2] https://www.people-press.org/?p=20070985
[2] https://twitter.com/SykesCharlie/status/1196855160649203714
[2] https://www.niemanlab.org/2019/11/americans-are-more-willing-to-pay-for-local-news-when-they-knew-local-newspapers-are-in-trouble-a-new-study-says/
[2] https://twitter.com/lrainie/status/1197181083164520448

Top URLs in Tweet in G1:
[10] https://www.pewresearch.org/internet/2019/11/15/americans-and-privacy-concerned-confused-and-feeling-lack-of-control-over-their-personal-information/
[4] https://www.pewresearch.org/internet/2019/11/15/americans-concerned-feel-lack-of-control-over-personal-data-collected-by-both-companies-and-the-government/
[4] https://www.pewresearch.org/internet/2019/11/20/mobile-divides-in-emerging-economies/
[3] https://www.pewresearch.org/?post_type=fact-tank&p=323904
[2] https://www.pewresearch.org/internet/2019/11/15/americans-attitudes-and-experiences-with-privacy-policies-and-laws/
[2] https://www.niemanlab.org/2019/11/americans-are-more-willing-to-pay-for-local-news-when-they-knew-local-newspapers-are-in-trouble-a-new-study-says/
[2] https://www.people-press.org/?p=20070985
[2] https://twitter.com/SykesCharlie/status/1196855160649203714
[1] https://www.pewresearch.org/fact-tank/2019/09/06/republicans-have-confidence-in-presidential-appointees-democrats-trust-career-government-employees/
[1] https://www.pewresearch.org/internet/2019/11/15/how-americans-think-about-privacy-and-the-vulnerability-of-their-personal-data/

Top URLs in Tweet in G2:
[1] https://www.youtube.com/watch?v=g146VUwu7LU&feature=youtu.be

[1] https://www.youtube.com/watch?v=E9ZLNuhd9UU&feature=youtu.be


Top URLs in Tweet in G3:
[1] https://numlock.substack.com/p/numlock-news-november-18-2019-japanese

Top URLs in Tweet in G4:
[1] https://pewrsr.ch/2XAwILK

Top URLs in Tweet in G5:
[2] https://redef.com/item/5dd1eff9797a43654e943e9d?curator=TechREDEF

Top URLs in Tweet in G6:
[1] https://twitter.com/cndls/status/1196463759478288384

Top URLs in Tweet in G8:
[2] https://twitter.com/lrainie/status/1197181083164520448
[2] https://twitter.com/lrainie/status/1197606268720033792
[1] https://twitter.com/lrainie/status/1195389090214141953
[1] https://twitter.com/lrainie/status/1195395491091156992
[1] https://twitter.com/lrainie/status/1197599346956652545

Top URLs in Tweet in G9:
[5] https://twitter.com/lrainie/status/1195395491091156992

Top URLs in Tweet in G10:
[1] https://twitter.com/lrainie/status/1197606268720033792

Top Domains
Top Domains in Tweet in Entire Graph:
[27] pewresearch.org
[21] twitter.com
[4] pewrsr.ch
[4] people-press.org
[2] youtube.com
[2] niemanlab.org
[2] redef.com
[1] journalism.org
[1] fortune.com
[1] cnn.com

Top Domains in Tweet in G1:
[27] pewresearch.org
[4] people-press.org
[3] pewrsr.ch
[2] niemanlab.org
[2] twitter.com
[1] nytimes.com
[1] cnn.com
[1] fortune.com
[1] journalism.org
[1] youtu.be

Top Domains in Tweet in G2:
[2] youtube.com

Top Domains in Tweet in G3:
[1] substack.com

Top Domains in Tweet in G4:
[1] pewrsr.ch

Top Domains in Tweet in G5:
[2] redef.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G8:
[7] twitter.com

Top Domains in Tweet in G9:
[5] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18] privacy
[4] impeachment
[3] digitaldivide
[2] impeachmenthearings
[2] demdebate
[2] foso19
[2] surveillance
[1] bigtech
[1] trump2resign
[1] edchat



Top Hashtags in Tweet in G1:
[18] privacy
[4] impeachment
[3] digitaldivide
[2] surveillance
[2] impeachmenthearings
[2] demdebate
[1] socialmedia
[1] gallup
[1] knight

Top Hashtags in Tweet in G2:
[1] bigtech

Top Hashtags in Tweet in G4:
[1] gtfoh
[1] smokescreens
[1] wethepeople
[1] bebetter
[1] wedeservebetter

Top Hashtags in Tweet in G5:
[1] trump2resign

Top Hashtags in Tweet in G8:
[1] edchat

Top Words
Top Words in Tweet in Entire Graph:
[118] Words in Sentiment List#1: Positive
[98] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[3483] Non-categorized Words
[3699] Total Words
[90] lrainie
[64] data
[62] americans
[37] pewresearch
[35] over

Top Words in Tweet in G1:
[47] data
[47] americans
[45] lrainie
[27] over
[25] companies
[20] control
[19] government
[18] #privacy
[18] personal
[17] pewresearch

Top Words in Tweet in G2:
[2] iipp_ucl
[2] lrainie
[2] rainerkattel
[2] jryancollins

Top Words in Tweet in G3:
[7] lrainie
[5] speakers
[4] smart
[3] concerned
[2] brookeauxier
[2] 25
[2] adults
[2] somewhat
[2] amount
[2] data

Top Words in Tweet in G4:
[21] lrainie
[16] pewresearch
[13] report
[10] finds
[10] emerging
[10] economies
[9] data
[9] mobile
[9] divides
[9] people

Top Words in Tweet in G5:
[11] lrainie
[8] pewinternet
[6] concerned
[6] americans
[6] control
[6] over
[5] privacy
[5] confused
[5] feeling
[5] lack

Top Words in Tweet in G6:
[2] career
[2] honor
[2] share
[2] reviews
[2] such
[2] splendid
[2] people
[2] hrheingold
[2] davidstaley8
[2] lrainie

Top Words in Tweet in G8:
[2] provide
[2] respite
[2] tracking
[2] thing
[2] smart
[2] those
[2] pay
[2] people

Top Words in Tweet in G9:
[5] shorter
[5] respondents
[5] much
[5] less
[5] concerned
[5] protecting
[5] privacy
[4] drphilgoff

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] emerging,economies
[21] pewresearch,report
[21] control,over
[15] lrainie,pewresearch
[15] lrainie,americans
[14] americans,feel
[13] mobile,divides
[13] feel,control
[13] over,over
[13] over,data

Top Word Pairs in Tweet in G1:
[14] control,over
[14] lrainie,americans
[12] americans,feel
[12] feel,control
[12] over,over
[12] over,data
[12] data,government
[12] government,companies
[12] companies,collect
[11] americans,think

Top Word Pairs in Tweet in G2:
[2] iipp_ucl,lrainie
[2] lrainie,rainerkattel
[2] rainerkattel,jryancollins

Top Word Pairs in Tweet in G3:
[4] smart,speakers
[2] lrainie,25
[2] 25,adults
[2] adults,smart
[2] speakers,somewhat
[2] somewhat,concerned
[2] concerned,amount
[2] amount,data
[2] data,collected
[2] collected,devi

Top Word Pairs in Tweet in G4:
[13] pewresearch,report
[11] lrainie,pewresearch
[10] emerging,economies
[9] mobile,divides
[6] report,mobile
[6] divides,finds
[6] finds,people
[6] people,emerging
[6] economies,trouble
[6] trouble,finding

Top Word Pairs in Tweet in G5:
[6] control,over
[5] americans,privacy
[5] privacy,concerned
[5] concerned,confused
[5] confused,feeling
[5] feeling,lack
[5] lack,control
[5] over,personal
[5] personal,information
[4] information,pewinternet

Top Word Pairs in Tweet in G6:
[2] career,honor
[2] honor,share
[2] share,reviews
[2] reviews,such
[2] such,splendid
[2] splendid,people
[2] people,hrheingold
[2] hrheingold,davidstaley8
[2] davidstaley8,lrainie

Top Word Pairs in Tweet in G8:
[2] provide,respite
[2] respite,tracking

Top Word Pairs in Tweet in G9:
[5] shorter,respondents
[5] respondents,much
[5] much,less
[5] less,concerned
[5] concerned,protecting
[5] protecting,privacy
[4] drphilgoff,shorter

Top Replied-To
Top Replied-To in Entire Graph:
@lrainie
@88_gparra

Top Replied-To in G1:
@lrainie
@88_gparra

Top Replied-To in G3:
@lrainie

Top Replied-To in G4:
@lrainie

Top Replied-To in G5:
@lrainie

Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@pewinternet
@pewinter
@facttank
@carrolldoherty
@brookeauxier
@monicaranders
@drphilgoff

Top Mentioned in G1:
@lrainie
@pewresearch
@pewinternet
@pewinter
@facttank
@carrolldoherty
@brookeauxier
@michaeldimock
@bryanalexander

Top Mentioned in G2:
@iipp_ucl
@lrainie
@rainerkattel
@jryancollins
@caro
@svrising
@peteleyden
@reinventnet
@adbusters
@beingmicahwhite

Top Mentioned in G3:
@lrainie
@brookeauxier
@adamminter
@uwsgeezer
@monicaranders
@rt_watson
@facttank
@rebeccaarubin
@misteramp
@jimtankersley

Top Mentioned in G4:
@lrainie
@pewresearch
@facttank
@pewinter

Top Mentioned in G5:
@pewinternet
@lrainie
@pewresearch
@mediaredef
@lrain
@monicaranders
@pewglobal
@fmanjoo
@nytimes

Top Mentioned in G6:
@hrheingold
@davidstaley8
@lrainie
@anya1anya
@dancohen
@deandad
@jcasap
@mdmillerphd
@bryanalexander
@anya1

Top Mentioned in G7:
@molinajlmg
@barrywellman
@pachardel
@nachristakis
@eszter
@blurky
@lrainie
@anamia
@ouishare_fr
@recsna17

Top Mentioned in G9:
@drphilgoff

Top Mentioned in G10:
@julessnid
@lrainie

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@nytimes
@mediaredef
@heliopaz
@scout2462
@doctorow
@therealbiostate
@syawal
@phxgop
@barney_cannon

Top Tweeters in G1:
@heliopaz
@therealbiostate
@syawal
@phxgop
@vulgareconomics
@cannedcat
@lisabarone
@steveakinsseo
@nationals
@danachis

Top Tweeters in G2:
@doctorow
@danbuk4
@caro
@ihubradio
@mazzucatom
@safiyanoble
@stefanofeltri
@kevinrkosar
@adbusters
@reinventnet

Top Tweeters in G3:
@barney_cannon
@jimtankersley
@walthickey
@bencasselman
@allanricharz
@monicaranders
@rebeccaarubin
@uwsgeezer
@brookeauxier
@dougcameron

Top Tweeters in G4:
@pawelterlecki
@pewresearch
@peterjhasson
@drmcar
@colley1962
@facttank
@pewjournalism
@calgarygrit
@brittanyagibson
@_slahedine

Top Tweeters in G5:
@nytimes
@mediaredef
@techredef
@alexschleber
@radiokate
@basche42
@pewinternet
@pewglobal
@pdt515
@nextlibraries

Top Tweeters in G6:
@bryanalexander
@hrheingold
@dancohen
@jcasap
@anya1anya
@deandad
@thomasjtobin
@mdmillerphd
@davidstaley8
@anya1

Top Tweeters in G7:
@barrywellman
@antoniocasilli
@nachristakis
@ouishare_fr
@eszter
@blurky
@pachardel
@molinajlmg
@anamia
@recsna17

Top Tweeters in G8:
@swanniontv
@lfrum
@carolonadvlaw
@pen63
@stereojam
@catsav
@researchronin

Top Tweeters in G9:
@scout2462
@hushes
@jaedelasoul
@drphilgoff
@grantmeaccess

Top Tweeters in G10:
@mikesnider
@julessnid


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