lrainie, Twitter, 1/7/2021 3:45:40 AM, 245047


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lrainie_2021-01-06_19-42-12.xlsx
lrainie_2021-01-06_19-42-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 07, 2021
Short Description:
lrainie via NodeXL https://bit.ly/3oranNm
@lrainie
@danbuk4
@jannaq
@emily_vogels
@wikipedia
@post_liberal
@imagineinternet
@chrisboese
@imagineint
@smalljones

Top hashtags:
#socialmedia
#millennials
#devops
#2020best
#future
#bigdata
#wikipedia20

Description:
Description
The graph represents a network of 129 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, 07 January 2021 at 03:42 UTC.

The requested start date was Thursday, 07 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 7-day, 21-hour, 6-minute period from Tuesday, 29 December 2020 at 16:55 UTC to Wednesday, 06 January 2021 at 14:01 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 : 129
Unique Edges : 158
Edges With Duplicates : 244
Total Edges : 402
Number of Edge Types : 5
Mentions : 199
Replies to : 12
Retweet : 62
MentionsInRetweet : 108
Tweet : 21
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.106951871657754
Reciprocated Edge Ratio : 0.193236714975845
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 126
Maximum Edges in a Connected Component : 399
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.354682
Graph Density : 0.0125363372093023
Modularity : 0.3158
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 129 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, 07 January 2021 at 03:42 UTC.

The requested start date was Thursday, 07 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 7-day, 21-hour, 6-minute period from Tuesday, 29 December 2020 at 16:55 UTC to Wednesday, 06 January 2021 at 14:01 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:
[17] https://www.elon.edu/u/imagining/digital-life-2020-looking-back-looking-forward/
[5] https://www.pewresearch.org/topics/future-of-the-internet/
[4] https://www.elon.edu/u/imagining/digital_life_2020_nr/
[4] https://www.pewresearch.org/internet/2006/09/24/the-future-of-the-internet-ii/
[3] https://pewresearch.org/topics/future-
[3] https://www.pewresearch.org/internet/2008/12/14/the-future-of-the-internet-iii/
[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://pewrsr.ch/3b4AhT9
[1] https://twitter.com/lrainie/status/1344003612775768064

Top URLs in Tweet in G1:
[16] https://www.elon.edu/u/imagining/digital-life-2020-looking-back-looking-forward/
[5] https://www.pewresearch.org/topics/future-of-the-internet/
[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-
[1] https://twitter.com/moorehn/status/1343939364037013513
[1] https://twitter.com/FactTank/status/1344297701656178688
[1] https://www.pewresearch.org/internet/2010/07/09/millennials-will-make-online-sharing-in-networks-a-lifelong-habit/
[1] https://www.pewresearch.org/internet/2010/02/19/part-2-a-review-of-responses-to-a-tension-pair-about-the-impact-of-the-internet-on-reading-writing-and-the-rendering-of-knowledge/
[1] https://www.pewresearch.org/internet/2010/03/31/the-impact-of-the-internet-on-institutions-in-the-future/

Top URLs in Tweet in G2:
[4] https://www.elon.edu/u/imagining/digital_life_2020_nr/
[1] https://twitter.com/lrainie/status/1344003612775768064
[1] https://www.elon.edu/u/imagining/surveys/xi-2020/
[1] https://www.elon.edu/u/imagining/digital-life-2020-looking-back-looking-forward/

Top URLs in Tweet in G3:
[1] https://www.youtube.com/watch?v=SBbKNaFsDhI&feature=youtu.be


Top URLs in Tweet in G5:
[1] 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/
[1] https://www.pewresearch.org/fact-tank/2020/12/21/black-latino-and-asian-americans-have-been-key-to-georgias-registered-voter-growth-since-2016/

Top URLs in Tweet in G6:
[1] https://diff.wikimedia.org/2021/01/01/you-are-invited-to-wikipedias-20th-birthday-party/

Top URLs in Tweet in G7:
[1] https://twitter.com/lrainie/status/1343976975908659200
[1] https://twitter.com/lrainie/status/1344008383888822278
[1] https://twitter.com/lrainie/status/1345040966206566400

Top Domains
Top Domains in Tweet in Entire Graph:
[31] pewresearch.org
[23] elon.edu
[9] pewrsr.ch
[6] twitter.com
[1] youtube.com
[1] wikimedia.org

Top Domains in Tweet in G1:
[29] pewresearch.org
[17] elon.edu
[9] pewrsr.ch
[2] twitter.com

Top Domains in Tweet in G2:
[6] elon.edu
[1] twitter.com

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

Top Domains in Tweet in G5:
[2] pewresearch.org

Top Domains in Tweet in G6:
[1] wikimedia.org

Top Domains in Tweet in G7:
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] socialmedia
[2] millennials
[1] devops
[1] 2020best
[1] future
[1] bigdata
[1] wikipedia20



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

Top Hashtags in Tweet in G2:
[1] socialmedia
[1] 2020best
[1] future

Top Hashtags in Tweet in G6:
[1] wikipedia20

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[29] digital,life
[17] life,2020
[14] predictions,digital
[13] imagineinternet,report
[13] pewresearch,imagineinternet
[12] jamais,cascio
[12] expert,predictions
[11] 2008,09
[11] carr,google
[11] google,making

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

Top Word Pairs in Tweet in G2:
[10] digital,life
[9] read,playing
[9] playing,2008
[9] 2008,09
[9] 09,atlantic
[9] atlantic,debate
[9] debate,nick
[9] nick,carr
[9] carr,google
[9] google,making

Top Word Pairs in Tweet in G4:
[5] lrainie,wise
[5] wise,cascio
[5] cascio,writes
[5] writes,many
[5] many,analysts
[5] analysts,decade
[5] decade,ago
[5] ago,grasp
[5] grasp,impact
[5] impact,internet

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@imagineinternet
@lrainie
@pewresearch
@cascio
@jannaq
@gbengasesan
@susanmernit
@chrisboese
@paradigmhq

Top Mentioned in G1:
@imagineinternet
@pewresearch
@lrainie
@cascio
@jannaq
@facttank
@susanmernit
@roughtype
@chrisboese

Top Mentioned in G2:
@lrainie
@imagineinternet
@jannaq
@gbengasesan
@paradigmhq
@susanmernit
@chrisboese
@imagineint
@thecrucible
@cascio

Top Mentioned in G3:
@robertwrighter
@guthriegf
@lrainie
@marc_smith
@cesifoti
@heimbergecon
@davidlazer
@erikbryn
@zeynep
@zephoria

Top Mentioned in G4:
@lrainie
@cascio
@roughtype
@imagineinternet

Top Mentioned in G5:
@lrainie
@facttank
@apco

Top Mentioned in G6:
@wikimedia
@krmaher

Top Tweeters
Top Tweeters in Entire Graph:
@xeni
@doctorow
@acarvin
@bregmanps
@chrisboese
@jeffjarvis
@susannadw
@danbuk4
@post_liberal
@patrick23dingen

Top Tweeters in G1:
@xeni
@doctorow
@acarvin
@bregmanps
@jeffjarvis
@pewresearch
@geoffliving
@bryanalexander
@silkcharm
@isaac

Top Tweeters in G2:
@chrisboese
@susannadw
@gbengasesan
@jackiegerstein
@stoweboyd
@hrheingold
@paradigmhq
@kmh_nowinva
@susanmernit
@samweston

Top Tweeters in G3:
@danbuk4
@zeynep
@stollmeyereu
@ubiquity75
@erikbryn
@davidlazer
@robertwrighter
@cfiesler
@guthriegf
@marc_smith

Top Tweeters in G4:
@feralrobots
@antonyjohnston
@billt
@garyrobertscott
@jacquesbarcia
@cascio
@editornhays
@bakudreamer
@roughtype

Top Tweeters in G5:
@post_liberal
@facttank
@apco

Top Tweeters in G6:
@krmaher
@wikipedia
@wikimedia

Top Tweeters in G7:
@patrick23dingen
@dvergano
@mirverburg