lrainie, Twitter, 11/15/2019 4:01:45 PM, 216520


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lrainie_2019-11-15_07-59-59.xlsx
lrainie_2019-11-15_07-59-59.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 15, 2019
Short Description:
lrainie via NodeXL http://bit.ly/2OjabPd
@lrainie
@danbuk4
@_elena
@amit_raj75
@barrywellman
@bernardnatashal
@prlvx
@likely75463987
@marychayko
@pewinternet

Top hashtags:
#websummit
#websummit2019
#climatechange
#data
#6g
#no2bio
#gtfoh
#smokescreens
#wethepeople

Description:
Description
The graph represents a network of 112 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, 15 November 2019 at 16:00 UTC.

The requested start date was Friday, 15 November 2019 at 01:01 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, 0-hour, 35-minute period from Friday, 01 November 2019 at 16:15 UTC to Thursday, 14 November 2019 at 16:51 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 : 112
Unique Edges : 172
Edges With Duplicates : 42
Total Edges : 214
Number of Edge Types : 3
Replies to : 18
Mentions : 165
Tweet : 31
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0.031055900621118
Reciprocated Edge Ratio : 0.0602409638554217
Connected Components : 15
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 93
Maximum Edges in a Connected Component : 199
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.810966
Graph Density : 0.0133526383526384
Modularity : 0.528998
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 112 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, 15 November 2019 at 16:00 UTC.

The requested start date was Friday, 15 November 2019 at 01:01 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, 0-hour, 35-minute period from Friday, 01 November 2019 at 16:15 UTC to Thursday, 14 November 2019 at 16:51 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 : 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[11] https://twitter.com/lrainie/status/1191431437607735297
[2] https://www.youtube.com/watch?v=EszTAS7pq_o&feature=youtu.be

[2] https://twitter.com/lrainie/status/1192027538190671872
[2] -
[2] https://www.pewsocialtrends.org/2019/11/06/marriage-and-cohabitation-in-the-u-s/
[1] https://www.pewresearch.org/fact-tank/2019/09/06/republicans-have-confidence-in-presidential-appointees-democrats-trust-career-government-employees/
[1] http://pewrsr.ch/X0YjPZ
[1] https://pewrsr.ch/2B3CFpW
[1] https://pewrsr.ch/2O14EQE
[1] https://www.pewsocialtrends.org/?p=26816

Top URLs in Tweet in G1:
[2] https://www.pewsocialtrends.org/2019/11/06/marriage-and-cohabitation-in-the-u-s/
[2] -
[1] https://www.pewresearch.org/fact-tank/2019/09/06/republicans-have-confidence-in-presidential-appointees-democrats-trust-career-government-employees/
[1] https://twitter.com/jannaq/status/1189261303405305858
[1] https://www.pewresearch.org/internet/2019/10/28/experts-optimistic-about-the-next-50-years-of-digital-life/
[1] https://twitter.com/bernardnatashal/status/1191686414011899909
[1] https://pewrsr.ch/2FXletr
[1] https://medium.com/pew-research-center-decoded/when-the-unexpected-happens-whats-a-survey-researcher-to-do-8a658e1698ac
[1] https://pewrsr.ch/2NUwMSn
[1] http://pewrsr.ch/X0YjPZ

Top URLs in Tweet in G2:
[2] https://www.youtube.com/watch?v=EszTAS7pq_o&feature=youtu.be

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


Top URLs in Tweet in G4:
[6] https://twitter.com/lrainie/status/1191431437607735297
[1] https://twitter.com/lrainie/status/1192027538190671872

Top URLs in Tweet in G5:
[1] https://www.elon.edu/u/imagining/surveys/x-2-internet-50th-2019/
[1] https://twitter.com/lrainie/status/1191715513870630912

Top URLs in Tweet in G8:
[1] https://twitter.com/lrainie/status/1191431437607735297

Top URLs in Tweet in G9:
[1] https://finance.yahoo.com/news/edward-snowden-web-summit-data-protection-201301784.html

Top URLs in Tweet in G10:
[2] https://twitter.com/lrainie/status/1191431437607735297

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] websummit
[5] websummit2019
[2] climatechange
[2] data
[2] 6g
[2] no2bio
[1] gtfoh
[1] smokescreens
[1] wethepeople
[1] bebetter



Top Hashtags in Tweet in G1:
[17] websummit
[2] websummit2019
[2] climatechange
[2] 6g
[1] gtfoh
[1] smokescreens
[1] wethepeople
[1] bebetter
[1] wedeservebetter
[1] freshfieldsdigital

Top Hashtags in Tweet in G2:
[2] data
[1] bigtech

Top Hashtags in Tweet in G3:
[1] websummit2019

Top Hashtags in Tweet in G4:
[1] websummit
[1] informationembargo
[1] uap
[1] leak
[1] brain
[1] gut
[1] leakygut
[1] truth

Top Hashtags in Tweet in G5:
[2] websummit
[2] websummit2019

Top Hashtags in Tweet in G7:
[1] reality_of_christianity

Top Words
Top Words in Tweet in Entire Graph:
[58] Words in Sentiment List#1: Positive
[33] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[1946] Non-categorized Words
[2037] Total Words
[126] à
[33] lrainie
[19] #websummit
[17] snowden
[16] pewresearch

Top Words in Tweet in G1:
[16] lrainie
[16] #websummit
[13] snowden
[10] pewresearch
[10] â
[10] ðÿ
[9] protect
[8] new
[7] see
[7] life

Top Words in Tweet in G2:
[2] lrainie
[2] colonized
[2] #data
[2] hollowing
[2] out
[2] digital
[2] society
[2] couldrynick
[2] bencasselman
[2] byheatherlong

Top Words in Tweet in G3:
[5] lrainie
[5] websummit
[5] markscott82
[3] pewresearch
[3] mitchellbaker
[3] officially
[3] season
[3] politicoeurope's
[3] chief
[3] technology

Top Words in Tweet in G4:
[2] always
[2] leaks
[2] donâ
[2] t
[2] g

Top Words in Tweet in G5:
[10] imagineinternet
[7] report
[6] happy
[6] see
[6] pewinternet
[6] next
[6] 50
[6] years
[5] lrainie
[5] tell

Top Words in Tweet in G6:
[3] pewresearch
[3] data
[2] jessicacalarco
[2] rutgerscomminfo
[2] rutgersdcim
[2] lrainie
[2] use

Top Words in Tweet in G7:
[126] à
[5] ªà
[4] ψ

Top Words in Tweet in G9:
[2] snowden

Top Words in Tweet in G10:
[2] folks
[2] believe
[2] objectively
[2] true

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[108] à,à
[12] 50,years
[12] lrainie,snowden
[11] next,50
[8] happy,see
[8] pewinternet,report
[8] report,next
[6] social,media
[6] see,lrainie
[6] lrainie,tell

Top Word Pairs in Tweet in G1:
[10] lrainie,snowden
[6] brad,smith
[6] social,media
[5] microsoft,pres
[5] pres,brad
[5] next,50
[5] 50,years
[4] pewresearch,facttank
[4] digital,life
[4] way,protect

Top Word Pairs in Tweet in G2:
[2] colonized,#data
[2] #data,hollowing
[2] hollowing,out
[2] out,digital
[2] digital,society
[2] society,couldrynick
[2] couldrynick,bencasselman
[2] bencasselman,byheatherlong

Top Word Pairs in Tweet in G3:
[3] officially,websummit
[3] websummit,season
[3] season,politicoeurope's
[3] politicoeurope's,chief
[3] chief,technology
[3] technology,correspondent
[3] correspondent,markscott82
[3] markscott82,moderating
[2] lrainie,pewresearch
[2] pewresearch,mitchellbaker

Top Word Pairs in Tweet in G4:
[2] donâ,t

Top Word Pairs in Tweet in G5:
[6] happy,see
[6] pewinternet,report
[6] report,next
[6] next,50
[6] 50,years
[5] see,lrainie
[5] lrainie,tell
[5] tell,imagineinternet
[5] imagineinternet,eloncomm
[5] eloncomm,pewinternet

Top Word Pairs in Tweet in G6:
[2] jessicacalarco,pewresearch
[2] rutgerscomminfo,rutgersdcim

Top Word Pairs in Tweet in G7:
[108] à,à
[5] à,ªà
[5] ªà,à
[4] à,œà
[4] œà,à

Top Word Pairs in Tweet in G10:
[2] folks,believe
[2] believe,objectively
[2] objectively,true

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@snowden
@imagineinternet
@pewinternet
@eloncomm
@websummit
@markscott82
@facttank
@carrolldoherty

Top Mentioned in G1:
@snowden
@pewresearch
@lrainie
@facttank
@imagineinternet
@carrolldoherty
@pewinternet
@jannaq
@kubazielinski

Top Mentioned in G2:
@lrainie
@couldrynick
@bencasselman
@byheatherlong
@ranaforoohar
@mullercatelijne
@cjcolclough
@aimeevanrobot
@ciran0
@katewaldock

Top Mentioned in G3:
@websummit
@markscott82
@lrainie
@pewresearch
@mitchellbaker
@politicoeurope
@mozilla
@bernardnatashal
@internet_hof
@kleinrock

Top Mentioned in G5:
@imagineinternet
@pewinternet
@lrainie
@eloncomm

Top Mentioned in G6:
@pewresearch
@rutgerscomminfo
@rutgersdcim
@lrainie
@jessicacalarco
@geoplace
@william
@barrywellman

Top Mentioned in G7:
@ndtv
@news24
@rashtrapatibhvn
@pmoindia
@lrainie

Top Mentioned in G8:
@lillauch
@griffinthepeter

Top Mentioned in G9:
@snowden
@oscarwgrut
@yahoofinanceuk

Top Mentioned in G10:
@ildannymoore

Top Tweeters
Top Tweeters in Entire Graph:
@ndtv
@politico
@news24
@nothingsmonstrd
@cnbci
@ianmcalvert
@pawelterlecki
@danbuk4
@dougalpollux
@barrywellman

Top Tweeters in G1:
@cnbci
@ianmcalvert
@pawelterlecki
@dougalpollux
@pewresearch
@coimbrasummit
@facttank
@_denoir
@lennstar_de
@pewreligion

Top Tweeters in G2:
@danbuk4
@brendannyhan
@maggiekb1
@byheatherlong
@justinwolfers
@bencasselman
@mazzucatom
@mattgrossmann
@stefanofeltri
@kevinrkosar

Top Tweeters in G3:
@politico
@politicoeurope
@kate_day
@markscott82
@websummit
@mozilla
@paulvixie
@sherazadesemsar
@prlvx
@internet_hof

Top Tweeters in G4:
@nothingsmonstrd
@marcvanderwoude
@a
@neo_globe
@assishenriques
@mikeb8637
@maevcreavennutr
@djunivrse
@liz_kintzele
@politicoa

Top Tweeters in G5:
@pewinternet
@elonuniversity
@rocford
@jannaq
@eloncomm
@imagineinternet
@elondan

Top Tweeters in G6:
@barrywellman
@rutgerscomminfo
@jessicacalarco
@marychayko
@geoplace
@william
@rutgersdcim

Top Tweeters in G7:
@ndtv
@news24
@pmoindia
@rashtrapatibhvn
@amit_raj75

Top Tweeters in G8:
@lillauch
@griffinthepeter
@spiderthemood
@kentuckydeal

Top Tweeters in G9:
@oscarwgrut
@likely75463987
@yahoofinanceuk

Top Tweeters in G10:
@jmulvenon
@ildannymoore


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