#WeTalkBiz, Twitter, 5/28/2020 11:12:41 AM, 228421


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#WeTalkBiz_2020-05-27_13-56-41.xlsx
#WeTalkBiz_2020-05-27_13-56-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 28, 2020
Short Description:
#WeTalkBiz via NodeXL https://bit.ly/2BawhAO
@jkatzaman
@vanessaperumal
@_wetalk
@madalynsklar
@morejanda
@ivendigital
@somediabosslady
@mqpowerfulpr
@janetmachuka_
@vizbrandent

Top hashtags:
#wetalkbiz
#entrepreneurship
#twittersmarter
#tacochat
#digiblogchat

Description:
Description
The graph represents a network of 48 Twitter users whose tweets in the requested range contained "#WeTalkBiz", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 27 May 2020 at 20:56 UTC.

The requested start date was Wednesday, 27 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 59-day, 8-hour, 0-minute period from Monday, 02 March 2020 at 22:00 UTC to Friday, 01 May 2020 at 06:00 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 : 48
Unique Edges : 26
Edges With Duplicates : 118
Total Edges : 144
Number of Edge Types : 5
Retweet : 32
MentionsInRetweet : 34
Replies to : 2
Mentions : 51
Tweet : 25
Self-Loops : 26
Reciprocated Vertex Pair Ratio : 0.145833333333333
Reciprocated Edge Ratio : 0.254545454545455
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 34
Maximum Edges in a Connected Component : 121
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.165877
Graph Density : 0.0243794326241135
Modularity : 0.294211
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 48 Twitter users whose tweets in the requested range contained "#WeTalkBiz", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 27 May 2020 at 20:56 UTC.

The requested start date was Wednesday, 27 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 59-day, 8-hour, 0-minute period from Monday, 02 March 2020 at 22:00 UTC to Friday, 01 May 2020 at 06:00 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 : #WeTalkBiz
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:
[5] https://medium.com/datadriveninvestor/growth-strategies-build-competitive-advantage-d1b796f1fd43?source=friends_link&sk=c713e6e2ee8362f9966288125b0d98f5
[3] https://www.datadriveninvestor.com/2018/10/29/networking-who-buys-if-everyone-sells/
[3] https://medium.com/datadriveninvestor/companies-success-depends-on-pr-whether-they-know-it-or-not-bc160bb5eb3a?source=friends_link&sk=89b8d331fb3523d3f8eddee69d42d2fe
[3] https://medium.com/datadriveninvestor/your-leadership-impact-defines-you-e8a6ca1e9af6?source=friends_link&sk=ee215da946651229e8435c46154b6a33
[2] https://medium.com/datadriveninvestor/welcome-power-and-own-it-b72a99cf42ad?source=friends_link&sk=41f5ac4493b039e7d83883f35b519493
[2] https://www.datadriveninvestor.com/2019/12/05/how-to-know-your-price-is-right/
[2] https://medium.com/datadriveninvestor/be-a-credit-to-your-business-7e71eed349db?source=friends_link&sk=6d6132ab73b1e66eb24c495b1ad97b5d
[1] https://medium.com/datadriveninvestor/passion-prepares-peace-of-mind-5a8eae0b32f6?source=friends_link&sk=f38dc1815ea24ffa298dddc5ea62b5a8
[1] https://medium.com/datadriveninvestor/in-teamwork-the-is-have-it-c325c8a7c8fd?source=friends_link&sk=b0a28f0496520c2ab346960541d58fe2
[1] https://www.datadriveninvestor.com/2019/06/03/startups-and-investors-seek-the-right-fit/

Top URLs in Tweet in G1:
[5] https://medium.com/datadriveninvestor/growth-strategies-build-competitive-advantage-d1b796f1fd43?source=friends_link&sk=c713e6e2ee8362f9966288125b0d98f5
[3] https://medium.com/datadriveninvestor/your-leadership-impact-defines-you-e8a6ca1e9af6?source=friends_link&sk=ee215da946651229e8435c46154b6a33
[3] https://medium.com/datadriveninvestor/companies-success-depends-on-pr-whether-they-know-it-or-not-bc160bb5eb3a?source=friends_link&sk=89b8d331fb3523d3f8eddee69d42d2fe
[3] https://www.datadriveninvestor.com/2018/10/29/networking-who-buys-if-everyone-sells/
[2] https://medium.com/datadriveninvestor/be-a-credit-to-your-business-7e71eed349db?source=friends_link&sk=6d6132ab73b1e66eb24c495b1ad97b5d
[2] https://www.datadriveninvestor.com/2019/12/05/how-to-know-your-price-is-right/
[2] https://medium.com/datadriveninvestor/welcome-power-and-own-it-b72a99cf42ad?source=friends_link&sk=41f5ac4493b039e7d83883f35b519493
[1] https://medium.com/datadriveninvestor/passion-prepares-peace-of-mind-5a8eae0b32f6?source=friends_link&sk=f38dc1815ea24ffa298dddc5ea62b5a8
[1] https://medium.com/datadriveninvestor/in-teamwork-the-is-have-it-c325c8a7c8fd?source=friends_link&sk=b0a28f0496520c2ab346960541d58fe2
[1] https://twitter.com/i/web/status/1236320704766840834

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1255906029944143877
[1] http://www.madalynsklar.com/2016/09/21/the-very-best-twitter-chats-for-social-media-marketing/

Top URLs in Tweet in G4:
[1] https://twitter.com/_WeTalk/status/1067486770416295936
[1] https://twitter.com/_WeTalk/status/1067480879088447489

Top URLs in Tweet in G5:
[1] https://paper.li/e-1563651273?edition_id=06fbc530-7c2c-11ea-bebf-0cc47a0d164b

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1250492587741454341

Top Domains
Top Domains in Tweet in Entire Graph:
[24] twitter.com
[21] medium.com
[8] datadriveninvestor.com
[1] paper.li
[1] madalynsklar.com

Top Domains in Tweet in G1:
[21] medium.com
[20] twitter.com
[8] datadriveninvestor.com

Top Domains in Tweet in G2:
[1] twitter.com
[1] madalynsklar.com

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

Top Domains in Tweet in G5:
[1] paper.li

Top Domains in Tweet in G6:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[33] wetalkbiz
[14] entrepreneurship
[11] twittersmarter
[7] tacochat
[7] digiblogchat
[7] winniesun
[7] seochat
[6] leadership
[4] qchat
[4] semrushchat



Top Hashtags in Tweet in G1:
[15] wetalkbiz
[12] entrepreneurship
[6] leadership
[1] lifelessons
[1] artificialintelligence
[1] marketing

Top Hashtags in Tweet in G2:
[11] wetalkbiz
[11] twittersmarter
[7] tacochat
[7] digiblogchat
[7] winniesun
[7] seochat
[4] qchat
[4] semrushchat
[4] digital360chat
[4] custserv

Top Hashtags in Tweet in G3:
[4] wetalkbiz

Top Hashtags in Tweet in G4:
[4] brandpositioning
[2] wetalkbiz
[1] entrepreneurship
[1] brands
[1] cashflow

Top Hashtags in Tweet in G5:
[1] entrepreneurship
[1] wetalkbiz

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

Top Replied-To in G3:
@_wetalk

Top Mentioned
Top Mentioned in Entire Graph:
@_wetalk
@jkatzaman
@dd_invest
@madalynsklar
@morejanda
@lebolion_sa
@vizbrandent
@harrisonia
@vanessaperumal
@janetmachuka_

Top Mentioned in G1:
@jkatzaman
@_wetalk
@dd_invest
@lebolion_sa
@harrisonia
@vizbrandent
@colleenqvist
@comensa
@futuristkwame
@tendaijoe

Top Mentioned in G2:
@madalynsklar

Top Mentioned in G3:
@morejanda
@_wetalk
@theanswerkarabo

Top Mentioned in G4:
@vanessaperumal
@janetmachuka_
@jkatzaman

Top Mentioned in G5:
@northern_ghana
@promocorner

Top Tweeters
Top Tweeters in Entire Graph:
@neli_ngqulana
@tendaijoe
@madalynsklar
@theanswerkarabo
@jkatzaman
@tolbert_ke
@janetmachuka_
@harrisonia
@candiemodiselle
@nikkifirewall

Top Tweeters in G1:
@neli_ngqulana
@tendaijoe
@jkatzaman
@tolbert_ke
@harrisonia
@candiemodiselle
@nikkifirewall
@mushambimutuma
@bjornsalsone
@lebolion_sa

Top Tweeters in G2:
@madalynsklar
@robopulp
@nathaliegregg
@sab_1908
@doctorjauthor
@mrinfluencerug1
@storiesbydami
@muziklord
@kaushalwp
@siddique5614

Top Tweeters in G3:
@theanswerkarabo
@don_flee
@_wetalk
@morejanda
@tshepothoka

Top Tweeters in G4:
@janetmachuka_
@vanessaperumal
@somediabosslady
@ivendigital

Top Tweeters in G5:
@promocorner
@northern_ghana
@mqpowerfulpr

Top Tweeters in G6:
@kesamakhaya