lrainie, Twitter, 10/7/2021 2:44:47 AM, 263927


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lrainie_2021-10-06_19-42-12.xlsx
lrainie_2021-10-06_19-42-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 07, 2021
Short Description:
lrainie via NodeXL https://bit.ly/3AmBApw
@lrainie
@ginasue
@pewresearch
@pewinternet
@mctdcambridge
@johngramlich
@katschaeffer
@uberschnurrbart
@carrolldoherty
@jmhorowitz78

Top hashtags:
#homeworkgap

Description:
Description
The graph represents a network of 18 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 October 2021 at 02:42 UTC.

The requested start date was Thursday, 07 October 2021 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 8-day, 8-hour, 50-minute period from Thursday, 23 September 2021 at 11:46 UTC to Friday, 01 October 2021 at 20:37 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 : 18
Unique Edges : 15
Edges With Duplicates : 36
Total Edges : 51
Number of Edge Types : 5
Retweet : 15
MentionsInRetweet : 16
Mentions : 9
Tweet : 9
Replies to : 2
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.2
Reciprocated Edge Ratio : 0.333333333333333
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 17
Maximum Edges in a Connected Component : 50
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.737931
Graph Density : 0.0784313725490196
Modularity : 0.243464
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 18 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 October 2021 at 02:42 UTC.

The requested start date was Thursday, 07 October 2021 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 8-day, 8-hour, 50-minute period from Thursday, 23 September 2021 at 11:46 UTC to Friday, 01 October 2021 at 20:37 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:
[1] https://www.pewresearch.org/fact-tank/2021/10/01/what-we-know-about-online-learning-and-the-homework-gap-amid-the-pandemic/
[1] https://www.pewresearch.org/fact-tank/2021/09/27/support-for-black-lives-matter-declined-after-george-floyd-protests-but-has-remained-unchanged-since/
[1] https://www.pewresearch.org/politics/2021/09/23/biden-loses-ground-with-the-public-on-issues-personal-traits-and-job-approval/
[1] https://www.pewresearch.org/fact-tank/2021/09/24/unvaccinated-americans-are-at-higher-risk-from-covid-19-but-express-less-concern-than-vaccinated-adults/
[1] https://www.pewresearch.org/fact-tank/2021/07/20/56-of-americans-support-more-regulation-of-major-technology-companies/
[1] https://www.washingtonpost.com/technology/2021/09/20/secret-tech-acquisitions-ftc/?tid=ss_tw
[1] https://pewrsr.ch/3m6LNRM
[1] https://pewrsr.ch/3C6i2Ho
[1] https://pewrsr.ch/2XmosTM
[1] https://twitter.com/johngramlich/status/1443609494559285255

Top URLs in Tweet in G1:
[1] https://www.pewresearch.org/fact-tank/2021/10/01/what-we-know-about-online-learning-and-the-homework-gap-amid-the-pandemic/
[1] https://twitter.com/pewresearch/status/1443682104949231619
[1] https://twitter.com/johngramlich/status/1443609494559285255
[1] https://www.pewresearch.org/fact-tank/2021/07/20/56-of-americans-support-more-regulation-of-major-technology-companies/
[1] https://www.washingtonpost.com/technology/2021/09/20/secret-tech-acquisitions-ftc/?tid=ss_tw
[1] https://www.pewresearch.org/fact-tank/2021/09/27/support-for-black-lives-matter-declined-after-george-floyd-protests-but-has-remained-unchanged-since/
[1] https://www.pewresearch.org/politics/2021/09/23/biden-loses-ground-with-the-public-on-issues-personal-traits-and-job-approval/
[1] https://www.pewresearch.org/fact-tank/2021/09/24/unvaccinated-americans-are-at-higher-risk-from-covid-19-but-express-less-concern-than-vaccinated-adults/

Top URLs in Tweet in G3:
[1] https://pewrsr.ch/3C6i2Ho
[1] https://pewrsr.ch/3m6LNRM
[1] https://pewrsr.ch/2XmosTM

Top URLs in Tweet in G4:
[1] https://twitter.com/lrainie/status/1440364432618446849

Top Domains
Top Domains in Tweet in Entire Graph:
[5] pewresearch.org
[3] pewrsr.ch
[3] twitter.com
[1] washingtonpost.com

Top Domains in Tweet in G1:
[5] pewresearch.org
[2] twitter.com
[1] washingtonpost.com

Top Domains in Tweet in G3:
[3] pewrsr.ch

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] homeworkgap



Top Hashtags in Tweet in G1:
[8] homeworkgap

Top Hashtags in Tweet in G3:
[1] homeworkgap

Top Words
Top Word Pairs
Top Replied-To
Top Replied-To in Entire Graph:
@mctdcambridge
@lrainie

Top Replied-To in G1:
@mctdcambridge

Top Replied-To in G2:
@lrainie

Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@crasshlive
@cambridge_uni
@katschaeffer
@jmhorowitz78
@carrolldoherty
@johngramlich
@pewinternet
@ginasue

Top Mentioned in G1:
@lrainie
@pewresearch
@katschaeffer
@ginasue
@crasshlive
@cambridge_uni
@pewinternet
@johngramlich
@carrolldoherty
@jmhorowitz78

Top Mentioned in G2:
@mctdcambridge
@crasshlive
@cambridge_uni

Top Mentioned in G3:
@lrainie
@pewresearch

Top Tweeters
Top Tweeters in Entire Graph:
@pewresearch
@johngpettus
@pewinternet
@johngramlich
@crasshlive
@ginasue
@lrainie
@kpdelahoz
@cambridge_uni
@snirody

Top Tweeters in G1:
@johngpettus
@johngramlich
@lrainie
@kpdelahoz
@carrolldoherty
@hillaryostlund
@katschaeffer
@mremez
@uberschnurrbart
@bffjossy

Top Tweeters in G2:
@crasshlive
@ginasue
@cambridge_uni
@mctdcambridge

Top Tweeters in G3:
@pewresearch
@pewinternet

Top Tweeters in G4:
@snirody


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