lrainie, Twitter, 1/14/2021 3:44:52 AM, 245553


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lrainie_2021-01-13_19-42-12.xlsx
lrainie_2021-01-13_19-42-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2021
Short Description:
lrainie via NodeXL https://bit.ly/2N4Cggv
@lrainie
@danbuk4
@wikipedia
@jannaq
@pewinternet
@imagineinternet
@ed_dodds
@emily_vogels
@communitynets
@gbengasesan

Top hashtags:
#socialmedia
#millennials
#gamergate
#bigdata
#covid19
#bitcoin
#btc
#wikipedia20

Description:
Description
The graph represents a network of 148 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 Thursday, 14 January 2021 at 03:42 UTC.

The requested start date was Thursday, 14 January 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 12-day, 5-hour, 58-minute period from Friday, 01 January 2021 at 16:15 UTC to Wednesday, 13 January 2021 at 22:14 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 : 148
Unique Edges : 162
Edges With Duplicates : 155
Total Edges : 317
Number of Edge Types : 5
Mentions : 201
Retweet : 38
MentionsInRetweet : 46
Replies to : 9
Tweet : 23
Self-Loops : 23
Reciprocated Vertex Pair Ratio : 0.0571428571428571
Reciprocated Edge Ratio : 0.108108108108108
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 145
Maximum Edges in a Connected Component : 315
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.473296
Graph Density : 0.00850340136054422
Modularity : 0.384624
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 148 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 Thursday, 14 January 2021 at 03:42 UTC.

The requested start date was Thursday, 14 January 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 12-day, 5-hour, 58-minute period from Friday, 01 January 2021 at 16:15 UTC to Wednesday, 13 January 2021 at 22:14 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:
[5] https://www.pewresearch.org/topics/future-of-the-internet/
[5] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[4] https://www.pewresearch.org/internet/2006/09/24/the-future-of-the-internet-ii/
[3] https://pewresearch.org/topics/future-
[3] https://www.elon.edu/u/imagining/digital-life-2020-looking-back-looking-forward/
[3] https://www.pewresearch.org/internet/2008/12/14/the-future-of-the-internet-iii/
[2] https://www.pewresearch.org/fact-tank/2020/12/17/what-biden-and-trump-supporters-tell-us-in-their-own-words-about-americas-political-divisions/
[2] https://www.pewresearch.org/politics/2020/12/17/voters-say-those-on-the-other-side-dont-get-them-heres-what-they-want-them-to-know/
[2] https://www.pewresearch.org/fact-tank/2020/12/21/black-latino-and-asian-americans-have-been-key-to-georgias-registered-voter-growth-since-2016/
[1] https://twitter.com/lrainie/status/1349458719269150720

Top URLs in Tweet in G1:
[5] https://www.pewresearch.org/topics/future-of-the-internet/
[5] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[4] https://www.pewresearch.org/internet/2006/09/24/the-future-of-the-internet-ii/
[3] https://www.pewresearch.org/internet/2008/12/14/the-future-of-the-internet-iii/
[3] https://pewresearch.org/topics/future-
[2] https://www.pewresearch.org/fact-tank/2020/12/21/black-latino-and-asian-americans-have-been-key-to-georgias-registered-voter-growth-since-2016/
[2] https://www.pewresearch.org/politics/2020/12/17/voters-say-those-on-the-other-side-dont-get-them-heres-what-they-want-them-to-know/
[2] https://www.pewresearch.org/fact-tank/2020/12/17/what-biden-and-trump-supporters-tell-us-in-their-own-words-about-americas-political-divisions/
[2] https://www.elon.edu/u/imagining/digital-life-2020-looking-back-looking-forward/
[1] https://www.pewresearch.org/internet/2010/07/09/millennials-will-make-online-sharing-in-networks-a-lifelong-habit/

Top URLs in Tweet in G2:
[1] https://www.youtube.com/watch?v=Xzh-ppO7oes&feature=youtu.be

[1] https://www.youtube.com/watch?v=s65i6-BascI&feature=youtu.be

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


Top URLs in Tweet in G3:
[1] https://twitter.com/lrainie/status/1349458719269150720

Top URLs in Tweet in G4:
[1] https://www.elon.edu/u/imagining/digital_life_2020_nr/
[1] https://www.elon.edu/u/imagining/digital-life-2020-looking-back-looking-forward/

Top URLs in Tweet in G5:
[1] https://diff.wikimedia.org/2021/01/01/you-are-invited-to-wikipedias-20th-birthday-party/

Top URLs in Tweet in G6:
[1] https://twitter.com/lrainie/status/1345040966206566400
[1] https://twitter.com/lrainie/status/1349457189304487939

Top Domains
Top Domains in Tweet in Entire Graph:
[40] pewresearch.org
[11] pewrsr.ch
[5] elon.edu
[4] twitter.com
[3] youtube.com
[1] people-press.org
[1] pewforum.org
[1] wikimedia.org

Top Domains in Tweet in G1:
[40] pewresearch.org
[11] pewrsr.ch
[3] elon.edu
[1] people-press.org
[1] pewforum.org
[1] twitter.com

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

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

Top Domains in Tweet in G4:
[2] elon.edu

Top Domains in Tweet in G5:
[1] wikimedia.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] socialmedia
[2] millennials
[1] gamergate
[1] bigdata
[1] covid19
[1] bitcoin
[1] btc
[1] wikipedia20



Top Hashtags in Tweet in G1:
[2] millennials
[1] bigdata
[1] socialmedia
[1] gamergate

Top Hashtags in Tweet in G2:
[1] covid19
[1] bitcoin
[1] btc

Top Hashtags in Tweet in G3:
[1] socialmedia

Top Hashtags in Tweet in G5:
[1] wikipedia20

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] online,harassment
[16] digital,life
[13] pewresearch,imagineinternet
[13] life,2020
[12] expert,predictions
[11] next,pewresearch
[11] imagineinternet,collection
[11] collection,expert
[11] predictions,digital
[11] 2020,occurred

Top Word Pairs in Tweet in G1:
[15] digital,life
[13] pewresearch,imagineinternet
[13] life,2020
[12] online,harassment
[12] expert,predictions
[11] next,pewresearch
[11] imagineinternet,collection
[11] collection,expert
[11] predictions,digital
[11] 2020,occurred

Top Word Pairs in Tweet in G3:
[7] online,harassment
[3] lrainie,55
[3] 55,americans
[3] americans,see
[3] see,online
[3] harassment,major
[3] major,problem
[3] problem,women
[3] women,particularly
[3] particularly,think

Top Word Pairs in Tweet in G4:
[2] gbenga,sesan
[2] sesan,gbengasesan
[2] gbengasesan,paradigmhq
[2] paradigmhq,beyond
[2] beyond,2020
[2] 2020,vr
[2] vr,integral
[2] integral,part
[2] part,future
[2] future,lives

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewresearch
@lrainie
@imagineinternet
@pewinternet
@facttank
@emily_vogels
@gbengasesan
@jannaq
@monicaranders

Top Mentioned in G1:
@pewresearch
@imagineinternet
@lrainie
@facttank
@emily_vogels
@monicaranders
@pewinternet
@acarvin
@eszter

Top Mentioned in G2:
@lrainie
@legaleagledj
@iq2us
@johndonvan
@andrew___baker
@ritholtz
@alexyablon
@cthagod
@oldmanebro
@oliviawilde

Top Mentioned in G3:
@lrainie
@pewinternet
@ilsr
@emily_vogels

Top Mentioned in G4:
@gbengasesan
@lrainie
@paradigmhq
@jannaq
@emily_vogels
@imagineinternet

Top Mentioned in G5:
@wikimedia
@krmaher

Top Tweeters
Top Tweeters in Entire Graph:
@xeni
@doctorow
@greg_doucette
@acarvin
@chrisboese
@jeffjarvis
@profkrg
@danbuk4
@oldmanebro
@michaelmalice

Top Tweeters in G1:
@xeni
@doctorow
@acarvin
@chrisboese
@jeffjarvis
@profkrg
@post_liberal
@pewresearch
@geoffliving
@charles_consult

Top Tweeters in G2:
@greg_doucette
@danbuk4
@oldmanebro
@michaelmalice
@ritholtz
@zeynep
@espinsegall
@jtlevy
@billscher
@tony_battista

Top Tweeters in G3:
@ed_dodds
@ilsr
@pewinternet
@communitynets
@annws
@nfgregory
@emily_vogels
@colleenamcclain
@samuelhardman

Top Tweeters in G4:
@gbengasesan
@paradigmhq
@morrispelzel
@jannaq
@imagineinternet

Top Tweeters in G5:
@krmaher
@wikipedia
@wikimedia

Top Tweeters in G6:
@mirverburg
@profjsg
@apcoa