lrainie, Twitter, 6/25/2020 6:47:38 AM, 229867


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lrainie_2020-06-24_19-37-12.xlsx
lrainie_2020-06-24_19-37-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 25, 2020
Short Description:
lrainie via NodeXL https://bit.ly/2NoK21E
@lrainie
@undergroundsem
@brigitte_blom
@olgs7
@congressfellows
@marthaswilson
@facttank
@katschaeffer
@pewresearch
@pewtrusts

Top hashtags:
#blacklivesmatter
#covid19
#juneteenth
#culturecycles
#excellencewithequity

Description:
Description
The graph represents a network of 60 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, 25 June 2020 at 02:37 UTC.

The requested start date was Thursday, 25 June 2020 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 11-day, 5-hour, 54-minute period from Thursday, 11 June 2020 at 13:16 UTC to Monday, 22 June 2020 at 19:11 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 : 60
Unique Edges : 49
Edges With Duplicates : 67
Total Edges : 116
Number of Edge Types : 5
Mentions : 42
MentionsInRetweet : 37
Retweet : 30
Replies to : 2
Tweet : 5
Self-Loops : 5
Reciprocated Vertex Pair Ratio : 0.0563380281690141
Reciprocated Edge Ratio : 0.106666666666667
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 57
Maximum Edges in a Connected Component : 113
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.667282
Graph Density : 0.0211864406779661
Modularity : 0.427727
NodeXL Version : 1.0.1.436
Data Import : The graph represents a network of 60 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, 25 June 2020 at 02:37 UTC.

The requested start date was Thursday, 25 June 2020 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 11-day, 5-hour, 54-minute period from Thursday, 11 June 2020 at 13:16 UTC to Monday, 22 June 2020 at 19:11 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:
[3] https://twitter.com/lrainie/status/1270810057601691650
[2] https://www.pewresearch.org/fact-tank/2020/06/10/blacklivesmatter-surges-on-twitter-after-george-floyds-death/
[1] https://www.internetsociety.org/events/collision-from-home-panel-data-protection-post-covid/
[1] https://www.pewresearch.org/internet/2017/10/19/the-future-of-truth-and-misinformation-online/
[1] https://fbnewsroomus.files.wordpress.com/2017/04/facebook-and-information-operations-v1.pdf
[1] https://www.pbs.org/wnet/african-americans-many-rivers-to-cross/history/what-is-juneteenth/
[1] https://www.pewresearch.org/?post_type=fact-tank&p=315907
[1] https://twitter.com/UndergroundSem/status/1273604206977572864
[1] https://www.pewresearch.org/fact-tank/2020/06/16/experiences-with-the-covid-19-outbreak-can-vary-for-americans-of-different-ages/
[1] https://twitter.com/FactTank/status/1272939001805189120

Top URLs in Tweet in G1:
[2] https://www.pewresearch.org/fact-tank/2020/06/10/blacklivesmatter-surges-on-twitter-after-george-floyds-death/
[1] https://abasummit.io/meet-our-speakers/

Top URLs in Tweet in G2:
[1] https://www.pbs.org/wnet/african-americans-many-rivers-to-cross/history/what-is-juneteenth/
[1] https://www.pewresearch.org/?post_type=fact-tank&p=315907
[1] https://www.pewresearch.org/global/2020/06/16/attitudes-toward-diversity-in-11-emerging-economies/
[1] https://pewrsr.ch/2Y8XpZO
[1] https://www.pewresearch.org/fact-tank/2020/06/16/experiences-with-the-covid-19-outbreak-can-vary-for-americans-of-different-ages/
[1] https://twitter.com/FactTank/status/1272939001805189120

Top URLs in Tweet in G3:
[1] https://twitter.com/UndergroundSem/status/1273604206977572864

Top URLs in Tweet in G5:
[1] https://www.pewresearch.org/internet/2017/10/19/the-future-of-truth-and-misinformation-online/
[1] https://fbnewsroomus.files.wordpress.com/2017/04/facebook-and-information-operations-v1.pdf

Top URLs in Tweet in G6:
[1] https://www.internetsociety.org/events/collision-from-home-panel-data-protection-post-covid/

Top URLs in Tweet in G7:
[3] https://twitter.com/lrainie/status/1270810057601691650

Top Domains
Top Domains in Tweet in Entire Graph:
[6] pewresearch.org
[5] twitter.com
[1] internetsociety.org
[1] wordpress.com
[1] pbs.org
[1] pewrsr.ch
[1] abasummit.io

Top Domains in Tweet in G1:
[2] pewresearch.org
[1] abasummit.io

Top Domains in Tweet in G2:
[3] pewresearch.org
[1] pbs.org
[1] pewrsr.ch
[1] twitter.com

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

Top Domains in Tweet in G5:
[1] pewresearch.org
[1] wordpress.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] blacklivesmatter
[7] covid19
[4] juneteenth
[1] culturecycles
[1] excellencewithequity



Top Hashtags in Tweet in G1:
[19] blacklivesmatter
[2] juneteenth

Top Hashtags in Tweet in G2:
[7] covid19
[2] juneteenth
[1] blacklivesmatter

Top Hashtags in Tweet in G3:
[1] culturecycles

Top Hashtags in Tweet in G4:
[1] excellencewithequity

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11] george,floyd's
[11] floyd's,death
[10] we've,released
[10] released,data
[10] data,showing
[10] showing,highest
[10] highest,day
[10] day,usage
[10] usage,#blacklivesmatter
[10] #blacklivesmatter,twitter

Top Word Pairs in Tweet in G1:
[11] george,floyd's
[11] floyd's,death
[10] 47,million
[10] million,uses
[10] uses,#blacklivesmatter
[10] #blacklivesmatter,public
[10] public,tweets
[10] tweets,george
[10] death,last
[10] last,sunday

Top Word Pairs in Tweet in G2:
[7] #covid19,pandemic
[7] pandemic,continues
[7] continues,americans
[7] americans,different
[7] different,ages
[7] ages,experiencing
[7] experiencing,differently
[7] differently,facttank
[6] katschaeffer,#covid19
[2] 63,americans

Top Word Pairs in Tweet in G4:
[3] afternoon,talking
[3] talking,digital
[3] digital,divide
[3] divide,impact
[3] impact,remote
[3] remote,learning
[3] learning,remote
[3] remote,work
[3] work,remote
[2] brigitte_blom,afternoon

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@facttank
@pewresearch
@katschaeffer
@jannaq
@monicaranders
@brigitte_blom
@internetsociety
@sullivanisoc
@stevenlevy

Top Mentioned in G1:
@lrainie
@pewresearch
@facttank
@monicaranders
@olgs7
@jannaq
@michaelbarthel
@misteramp
@emily_vogels

Top Mentioned in G2:
@facttank
@katschaeffer
@lrainie
@pewresearch
@thedemocrats
@dncwarroom

Top Mentioned in G3:
@thesamgill
@ibarguen
@pewtrusts
@lrainie
@eriktryggestad
@bobbyross

Top Mentioned in G4:
@brigitte_blom
@lrainie
@wheelermg
@mhaneyky
@peterjhille
@macedky

Top Mentioned in G5:
@jannaq
@lrainie
@pewresearch
@facebook
@alexstamos
@jenrweedon
@will_nuland

Top Mentioned in G6:
@internetsociety
@sullivanisoc
@lrainie
@stevenlevy

Top Tweeters
Top Tweeters in Entire Graph:
@wise_diva
@nartist
@icedtea17
@celestebyrne3
@matthew52338399
@billpostmus
@zeldaagabriel
@bushademocrat
@lucyintheskybox
@deirdresm

Top Tweeters in G1:
@wise_diva
@nartist
@billpostmus
@zeldaagabriel
@bushademocrat
@lucyintheskybox
@fightfakenews4
@annecw
@ccp_ce
@pewinternet

Top Tweeters in G2:
@icedtea17
@celestebyrne3
@deirdresm
@pewresearch
@facttank
@thedemocrats
@marthaswilson
@dncwarroom
@monicaranders
@katschaeffer

Top Tweeters in G3:
@pewtrusts
@bobbyross
@ibarguen
@jenniferpreston
@eriktryggestad
@undergroundsem
@thesamgill

Top Tweeters in G4:
@brigitte_blom
@wheelermg
@macedky
@jesspfletcher
@egwohlstein
@mhaneyky
@peterjhille

Top Tweeters in G5:
@facebook
@olgs7
@alexstamos
@jannaq
@jenrweedon
@will_nuland

Top Tweeters in G6:
@internetsociety
@stevenlevy
@congressfellows
@sullivanisoc

Top Tweeters in G7:
@matthew52338399
@k_calumet
@jc_fight4truth