#smasp21, Twitter, 4/18/2021 6:21:13 PM, 253044


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#smasp21_2021-04-18_11-19-56.xlsx
#smasp21_2021-04-18_11-19-56.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 18, 2021
Short Description:
#smasp21 via NodeXL https://bit.ly/3ghsGDz
@nfirst98
@swarajp19451426
@emilywargo3
@kara_haslett
@barbara72199254
@rjh5772psu
@mallory14591391
@madisonclapper
@derrickc0
@ryanscott026

Top hashtags:
#smasp21

Description:
Description
The graph represents a network of 16 Twitter users whose recent tweets contained "#smasp21", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 18 April 2021 at 18:20 UTC.

The tweets in the network were tweeted over the 7-day, 3-hour, 28-minute period from Sunday, 11 April 2021 at 02:54 UTC to Sunday, 18 April 2021 at 06:22 UTC.

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 : 16
Unique Edges : 31
Edges With Duplicates : 8
Total Edges : 39
Number of Edge Types : 4
Replies to : 23
Retweet : 3
Tweet : 11
Mentions : 2
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.08
Reciprocated Edge Ratio : 0.148148148148148
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 16
Maximum Edges in a Connected Component : 39
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.984375
Graph Density : 0.1125
Modularity : 0.310651
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 16 Twitter users whose recent tweets contained "#smasp21", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 18 April 2021 at 18:20 UTC.

The tweets in the network were tweeted over the 7-day, 3-hour, 28-minute period from Sunday, 11 April 2021 at 02:54 UTC to Sunday, 18 April 2021 at 06:22 UTC.

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 : TwitterSearch
Graph Term : #smasp21
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:
[2] https://www.influencive.com/instagram-marketing-can-help-any-business-thrive-amid-the-competitive-online-business-environment/
[2] https://cambridge-intelligence.com/keylines-faqs-social-network-analysis/
[2] https://www.salemnews.com/news/lifestyles/fbi-profiler-donates-files-25-years-after-unabomber-arrest/article_0634283c-40a0-5d12-8d8f-7e8038dcad0d.html
[1] https://www.arkansasbusiness.com/post/135339/word-of-mouth-post-pandemic-jim-karrh-on-marketing
[1] https://www.nytimes.com/2016/11/30/technology/how-snapchat-works.html
[1] https://onezero.medium.com/a-i-cant-detect-our-emotions-3c1f6fce2539
[1] https://twitter.com/EmilyWargo3/status/1381314701427146752
[1] https://www.forbes.com/sites/servicenow/2021/04/02/data-analytics-the-fuel-that-revs-up-revenue/?sh=410cafef14fd
[1] https://www.techgenyz.com/2021/04/13/microsofts-ai-voice-interpret-the-emotion-beneath-human-voice/
[1] https://www.youtube.com/watch?v=NgUj8DEH5Tc&ab_channel=SystemsInnovation


Top URLs in Tweet in G1:
[1] https://www.youtube.com/watch?v=NgUj8DEH5Tc&ab_channel=SystemsInnovation

[1] https://www.techgenyz.com/2021/04/13/microsofts-ai-voice-interpret-the-emotion-beneath-human-voice/
[1] https://www.nytimes.com/2016/11/30/technology/how-snapchat-works.html
[1] https://www.forbes.com/sites/servicenow/2021/04/02/data-analytics-the-fuel-that-revs-up-revenue/?sh=410cafef14fd

Top URLs in Tweet in G2:
[2] https://cambridge-intelligence.com/keylines-faqs-social-network-analysis/
[2] https://www.influencive.com/instagram-marketing-can-help-any-business-thrive-amid-the-competitive-online-business-environment/
[1] https://blog.eccouncil.org/the-role-of-ai-in-cybersecurity/
[1] https://www.salemnews.com/news/lifestyles/fbi-profiler-donates-files-25-years-after-unabomber-arrest/article_0634283c-40a0-5d12-8d8f-7e8038dcad0d.html
[1] https://www.arkansasbusiness.com/post/135339/word-of-mouth-post-pandemic-jim-karrh-on-marketing
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-018-33336-8

Top URLs in Tweet in G3:
[1] https://twitter.com/EmilyWargo3/status/1381314701427146752
[1] https://www.salemnews.com/news/lifestyles/fbi-profiler-donates-files-25-years-after-unabomber-arrest/article_0634283c-40a0-5d12-8d8f-7e8038dcad0d.html
[1] https://onezero.medium.com/a-i-cant-detect-our-emotions-3c1f6fce2539

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] smasp21



Top Hashtags in Tweet in G1:
[15] smasp21

Top Hashtags in Tweet in G2:
[16] smasp21

Top Hashtags in Tweet in G3:
[7] smasp21

Top Words
Top Word Pairs
Top Replied-To
Top Replied-To in Entire Graph:
@nfirst98
@swarajp19451426
@kara_haslett
@mallory14591391
@madisonclapper
@barbara72199254
@emilywargo3
@derrickc0
@rjh5772psu
@laura24817138

Top Replied-To in G1:
@swarajp19451426
@nfirst98
@mallory14591391
@barbara72199254
@kennyfukon
@laura24817138
@kara_haslett

Top Replied-To in G2:
@madisonclapper
@mallory14591391
@kara_haslett
@rjh5772psu
@derrickc0
@emilywargo3
@barbara72199254
@nfirst98

Top Replied-To in G3:
@nfirst98
@madisonclapper
@kara_haslett
@emilywargo3

Top Mentioned
Top Mentioned in Entire Graph:
@nfirst98
@evanselinger

Top Mentioned in G2:
@nfirst98

Top Mentioned in G3:
@evanselinger

Top Tweeters
Top Tweeters in Entire Graph:
@evanselinger
@kara_haslett
@d3rtymike
@nfirst98
@laura24817138
@emilywargo3
@agignac3
@ryanscott026
@mallory14591391
@dangelluke

Top Tweeters in G1:
@kara_haslett
@laura24817138
@mallory14591391
@ryanscott026
@dangelluke
@kennyfukon
@swarajp19451426

Top Tweeters in G2:
@d3rtymike
@nfirst98
@barbara72199254
@rjh5772psu
@derrickc0

Top Tweeters in G3:
@evanselinger
@emilywargo3
@agignac3
@madisonclapper


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