lrainie, Twitter, 8/27/2020 2:51:42 AM, 233626


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lrainie_2020-08-26_19-49-24.xlsx
lrainie_2020-08-26_19-49-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 27, 2020
Short Description:
lrainie via NodeXL https://bit.ly/2YE8x0D
@lrainie
@mcclure111
@pewresearch
@alexpasternak
@pewinternet
@facttank
@leisering
@suddenly_a_goat
@tri26
@cybernews4you

Top hashtags:
#socialmedia
#19thamendment
#letherspeak
#spikethedebate
#votegold
#jojorgensen2020

Description:
Description
The graph represents a network of 72 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, 27 August 2020 at 02:49 UTC.

The requested start date was Thursday, 27 August 2020 at 00:01 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 5-day, 14-hour, 23-minute period from Friday, 14 August 2020 at 10:48 UTC to Thursday, 20 August 2020 at 01:12 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 : 72
Unique Edges : 52
Edges With Duplicates : 156
Total Edges : 208
Number of Edge Types : 5
Mentions : 37
Retweet : 65
MentionsInRetweet : 80
Tweet : 16
Replies to : 10
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.0408163265306122
Reciprocated Edge Ratio : 0.0784313725490196
Connected Components : 6
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 173
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.917679
Graph Density : 0.0199530516431925
Modularity : 0.314979
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 72 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, 27 August 2020 at 02:49 UTC.

The requested start date was Thursday, 27 August 2020 at 00:01 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 5-day, 14-hour, 23-minute period from Friday, 14 August 2020 at 10:48 UTC to Thursday, 20 August 2020 at 01:12 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:
[4] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/?utm_content=bufferf9483&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://twitter.com/lrainie/status/1296136949611343872
[3] https://www.pewresearch.org/fact-tank/2020/08/19/55-of-u-s-social-media-users-say-they-are-worn-out-by-political-posts-and-discussions/
[3] https://www.pewresearch.org/politics/2020/08/13/election-2020-voters-are-highly-engaged-but-nearly-half-expect-to-have-difficulties-voting/
[1] https://buff.ly/3g3kH9b
[1] https://pewrsr.ch/34olAr1
[1] https://pewrsr.ch/33SJdaQ
[1] https://twitter.com/monicaranders/status/1281203198456455168
[1] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/
[1] https://www.pewresearch.org/fact-tank/2020/08/12/americans-see-pressure-rather-than-genuine-concern-as-big-factor-in-company-statements-about-racism/

Top URLs in Tweet in G1:
[4] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/?utm_content=bufferf9483&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.pewresearch.org/politics/2020/08/13/election-2020-voters-are-highly-engaged-but-nearly-half-expect-to-have-difficulties-voting/
[3] https://www.pewresearch.org/fact-tank/2020/08/19/55-of-u-s-social-media-users-say-they-are-worn-out-by-political-posts-and-discussions/
[1] https://www.pewresearch.org/hispanic/2020/08/11/about-one-in-four-u-s-hispanics-have-heard-of-latinx-but-just-3-use-it/
[1] https://www.pewresearch.org/fact-tank/2020/08/13/key-takeaways-on-americans-views-on-gender-equality-a-century-after-u-s-women-gained-the-right-to-vote/
[1] https://buff.ly/3g3kH9b
[1] https://pewrsr.ch/34olAr1
[1] https://pewrsr.ch/33SJdaQ
[1] https://pewrsr.ch/3kKy69E
[1] https://pewrsr.ch/2DGBl1y

Top URLs in Tweet in G2:
[1] https://www.pewresearch.org/?p=372058
[1] https://www.pewresearch.org/fact-tank/2020/08/12/americans-see-pressure-rather-than-genuine-concern-as-big-factor-in-company-statements-about-racism/
[1] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/
[1] https://twitter.com/monicaranders/status/1281203198456455168
[1] https://pewrsr.ch/325PoWC
[1] https://pewrsr.ch/2XYBl3U
[1] https://pewrsr.ch/33X11BG

Top URLs in Tweet in G3:
[1] https://twitter.com/lrainie/status/1296136949611343872

Top URLs in Tweet in G4:
[2] https://twitter.com/lrainie/status/1296136949611343872
[1] https://twitter.com/lrainie/status/1294304306838024195
[1] https://twitter.com/lrainie/status/1294300722314579968

Top Domains
Top Domains in Tweet in Entire Graph:
[15] pewresearch.org
[9] pewrsr.ch
[7] twitter.com
[1] buff.ly

Top Domains in Tweet in G1:
[12] pewresearch.org
[6] pewrsr.ch
[1] buff.ly
[1] twitter.com

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

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

Top Domains in Tweet in G4:
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] socialmedia
[2] 19thamendment
[2] letherspeak
[2] spikethedebate
[2] votegold
[2] jojorgensen2020
[1] censorship
[1] jrm327



Top Hashtags in Tweet in G1:
[6] socialmedia
[2] 19thamendment

Top Hashtags in Tweet in G2:
[2] letherspeak
[2] spikethedebate
[2] votegold
[2] jojorgensen2020

Top Hashtags in Tweet in G4:
[1] jrm327
[1] censorship

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] social,media
[16] hypothesis,public
[16] public,become
[16] become,engaged
[16] engaged,demand
[16] demand,reform
[16] reform,introduce
[16] introduce,form
[16] form,hypercharged
[15] giving,women

Top Word Pairs in Tweet in G1:
[17] social,media
[13] giving,women
[12] 19th,amendment
[12] women,right
[12] right,vote
[10] next,tuesday
[10] tuesday,100th
[10] 100th,anniversary
[10] anniversary,passage
[10] passage,19th

Top Word Pairs in Tweet in G2:
[13] lrainie,pewresearch
[9] pewresearch,survey
[9] survey,voters
[9] voters,give
[9] give,main
[9] main,reasons
[9] reasons,backing
[9] backing,candidate
[9] candidate,trump
[9] trump,several

Top Word Pairs in Tweet in G3:
[16] hypothesis,public
[16] public,become
[16] become,engaged
[16] engaged,demand
[16] demand,reform
[16] reform,introduce
[16] introduce,form
[16] form,hypercharged
[15] mcclure111,hypothesis
[15] hypercharged,exhaust

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@mcclure111
@pewinternet
@monicaranders
@facttank
@johngramlich
@carrolldoherty
@emily_vogels
@misteramp

Top Mentioned in G1:
@lrainie
@pewinternet
@pewresearch
@monicaranders
@facttank
@carrolldoherty
@johngramlich
@emily_vogels
@misteramp
@alec_h_tyson

Top Mentioned in G2:
@pewresearch
@lrainie
@facttank
@mc4liberty

Top Mentioned in G3:
@mcclure111

Top Tweeters
Top Tweeters in Entire Graph:
@saintwalker98
@mcclure111
@eaterofsoles
@olikolokolo
@zarawesome
@tri26
@kimma_s
@medvidekpu
@sttephaniee
@bernieshq

Top Tweeters in G1:
@olikolokolo
@tri26
@kimma_s
@sttephaniee
@bernieshq
@snowflakesnark
@leisering
@scottnover
@b0yle
@dvergano

Top Tweeters in G2:
@pewresearch
@cathyndavidson
@gordonachaffin
@facttank
@scfehr1
@ericuhm
@longconvexity
@mrbulgaria23
@williamdore
@crediblecontext

Top Tweeters in G3:
@saintwalker98
@mcclure111
@eaterofsoles
@zarawesome
@yeopsmith
@cheyinka
@adamjford
@gategeek
@hail_the_fist
@delrianthefree

Top Tweeters in G4:
@medvidekpu
@czuegner
@dandels_sh
@debshourjya


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