#WeTalkBiz, Twitter, 4/24/2020 11:55:56 AM, 225488


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#WeTalkBiz_2020-04-23_14-26-41.xlsx
#WeTalkBiz_2020-04-23_14-26-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 24, 2020
Short Description:
#WeTalkBiz via NodeXL https://bit.ly/2Y8NGD8
@jkatzaman
@vanessaperumal
@madalynsklar
@morejanda
@somediabosslady
@_wetalk
@ivendigital
@moniquez_pr
@mqpowerfulpr
@janetmachuka_

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

Description:
Description
The graph represents a network of 73 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 Thursday, 23 April 2020 at 21:26 UTC.

The requested start date was Wednesday, 22 April 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 79-day, 5-hour, 0-minute period from Sunday, 02 February 2020 at 07:00 UTC to Tuesday, 21 April 2020 at 12:00 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 : 73
Unique Edges : 35
Edges With Duplicates : 181
Total Edges : 216
Number of Edge Types : 4
Mentions : 90
Retweet : 46
MentionsInRetweet : 47
Tweet : 33
Self-Loops : 33
Reciprocated Vertex Pair Ratio : 0.128571428571429
Reciprocated Edge Ratio : 0.227848101265823
Connected Components : 6
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 54
Maximum Edges in a Connected Component : 191
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.068715
Graph Density : 0.0150304414003044
Modularity : 0.270812
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 73 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 Thursday, 23 April 2020 at 21:26 UTC.

The requested start date was Wednesday, 22 April 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 79-day, 5-hour, 0-minute period from Sunday, 02 February 2020 at 07:00 UTC to Tuesday, 21 April 2020 at 12:00 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
[5] https://medium.com/datadriveninvestor/purpose-propels-entrepreneur-to-make-a-difference-bd481566ec29?source=friends_link&sk=3e3833bab5429c25b185f0f785c7129e
[4] https://www.datadriveninvestor.com/2019/03/25/volatility-compels-calm-amid-the-storm/
[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/passion-prepares-peace-of-mind-5a8eae0b32f6?source=friends_link&sk=f38dc1815ea24ffa298dddc5ea62b5a8
[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/your-leadership-impact-defines-you-e8a6ca1e9af6?source=friends_link&sk=ee215da946651229e8435c46154b6a33
[2] https://medium.com/datadriveninvestor/be-a-credit-to-your-business-7e71eed349db?source=friends_link&sk=6d6132ab73b1e66eb24c495b1ad97b5d
[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/purpose-propels-entrepreneur-to-make-a-difference-bd481566ec29?source=friends_link&sk=3e3833bab5429c25b185f0f785c7129e
[5] https://medium.com/datadriveninvestor/growth-strategies-build-competitive-advantage-d1b796f1fd43?source=friends_link&sk=c713e6e2ee8362f9966288125b0d98f5
[4] https://www.datadriveninvestor.com/2019/03/25/volatility-compels-calm-amid-the-storm/
[3] https://medium.com/datadriveninvestor/passion-prepares-peace-of-mind-5a8eae0b32f6?source=friends_link&sk=f38dc1815ea24ffa298dddc5ea62b5a8
[3] https://medium.com/datadriveninvestor/companies-success-depends-on-pr-whether-they-know-it-or-not-bc160bb5eb3a?source=friends_link&sk=89b8d331fb3523d3f8eddee69d42d2fe
[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/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
[1] https://www.datadriveninvestor.com/2019/06/03/startups-and-investors-seek-the-right-fit/

Top URLs in Tweet in G2:
[1] http://www.madalynsklar.com/2016/09/21/the-very-best-twitter-chats-for-social-media-marketing/
[1] https://twitter.com/i/web/status/1228016521546477569

Top URLs in Tweet in G3:
[1] https://twitter.com/_WeTalk/status/1067486770416295936
[1] https://twitter.com/_WeTalk/status/1067480879088447489

Top URLs in Tweet in G4:
[1] https://paper.li/e-1517175454?edition_id=fbf99c80-54f2-11ea-b187-0cc47a0d1605
[1] https://twitter.com/i/web/status/1230970948809035779

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

Top URLs in Tweet in G7:
[1] https://paper.li/PRoverCoffee/1510002899?edition_id=a3dc16b0-5586-11ea-a08d-0cc47a0d15fd

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1250492587741454341

Top Domains
Top Domains in Tweet in Entire Graph:
[33] medium.com
[33] twitter.com
[11] datadriveninvestor.com
[3] paper.li
[1] madalynsklar.com

Top Domains in Tweet in G1:
[33] medium.com
[28] twitter.com
[11] datadriveninvestor.com

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

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

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

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

Top Domains in Tweet in G7:
[1] paper.li

Top Domains in Tweet in G8:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[39] wetalkbiz
[19] entrepreneurship
[10] twittersmarter
[7] tacochat
[7] digiblogchat
[7] winniesun
[7] seochat
[6] leadership
[4] marketing
[4] brandpositioning



Top Hashtags in Tweet in G1:
[24] wetalkbiz
[17] entrepreneurship
[6] leadership
[4] marketing
[1] lifelessons
[1] artificialintelligence
[1] investing

Top Hashtags in Tweet in G2:
[10] wetalkbiz
[10] twittersmarter
[7] tacochat
[7] digiblogchat
[7] winniesun
[7] seochat
[3] qchat
[3] solobizchat
[3] hootchat
[3] bizgalz

Top Hashtags in Tweet in G3:
[4] brandpositioning
[2] wetalkbiz
[1] entrepreneurship
[1] brands
[1] cashflow

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

Top Hashtags in Tweet in G6:
[1] wetalkbiz

Top Hashtags in Tweet in G7:
[1] publicrelations
[1] wetalkbiz

Top Words
Top Words in Tweet in Entire Graph:
[111] Words in Sentiment List#1: Positive
[26] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[2032] Non-categorized Words
[2169] Total Words
[39] #wetalkbiz
[33] jkatzaman
[23] _wetalk
[21] featuring
[19] #entrepreneurship

Top Words in Tweet in G1:
[32] jkatzaman
[24] #wetalkbiz
[22] _wetalk
[21] featuring
[18] dd_invest
[17] #entrepreneurship
[10] passion
[10] know
[8] self
[8] work

Top Words in Tweet in G2:
[10] fave
[10] tweet
[10] chats
[10] #wetalkbiz
[10] #twittersmarter
[10] yours
[8] madalynsklar
[7] #tacochat
[7] #digiblogchat
[7] #winniesun

Top Words in Tweet in G3:
[7] brand
[6] tribe
[4] #brandpositioning
[3] carve
[3] niche
[3] alliances
[3] once
[3] create
[3] movement
[3] a1

Top Words in Tweet in G6:
[2] twitter
[2] view
[2] price
[2] creative
[2] work
[2] morejanda
[2] never
[2] bid
[2] project
[2] without

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] #wetalkbiz,featuring
[18] _wetalk,dd_invest
[14] #entrepreneurship,#wetalkbiz
[10] fave,tweet
[10] tweet,chats
[10] #twittersmarter,yours
[8] madalynsklar,fave
[7] chats,#tacochat
[7] #tacochat,#wetalkbiz
[7] #wetalkbiz,#digiblogchat

Top Word Pairs in Tweet in G1:
[21] #wetalkbiz,featuring
[18] _wetalk,dd_invest
[13] #entrepreneurship,#wetalkbiz
[6] hasnâ,worked
[5] #leadership,#wetalkbiz
[5] people,pursue
[5] pursue,standing
[5] standing,really
[5] really,significance
[5] significance,connection

Top Word Pairs in Tweet in G2:
[10] fave,tweet
[10] tweet,chats
[10] #twittersmarter,yours
[8] madalynsklar,fave
[7] chats,#tacochat
[7] #tacochat,#wetalkbiz
[7] #wetalkbiz,#digiblogchat
[7] #digiblogchat,#winniesun
[7] #winniesun,#seochat
[7] #seochat,#twittersmarter

Top Word Pairs in Tweet in G3:
[3] carve,niche
[3] niche,#brandpositioning
[3] #brandpositioning,alliances
[3] alliances,tribe
[3] tribe,once
[3] once,tribe
[3] tribe,create
[3] create,movement
[3] a1,way
[3] way,package

Top Word Pairs in Tweet in G6:
[2] twitter,view
[2] view,price
[2] price,creative
[2] creative,work
[2] work,morejanda
[2] morejanda,never
[2] never,bid
[2] bid,project
[2] project,without
[2] without,asking

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jkatzaman
@_wetalk
@dd_invest
@madalynsklar
@lebolion_sa
@morejanda
@vizbrandent
@harrisonia
@doitinpublic
@vanichimagazine

Top Mentioned in G1:
@jkatzaman
@_wetalk
@dd_invest
@lebolion_sa
@ayobankole
@consultcaladium
@colleenqvist
@comensa
@doitinpublic
@vanichimagazine

Top Mentioned in G2:
@madalynsklar

Top Mentioned in G3:
@vanessaperumal
@janetmachuka_
@jkatzaman

Top Mentioned in G4:
@mediacraft_pr
@ticapitalism
@aaschapiro

Top Mentioned in G5:
@northern_ghana
@promocorner

Top Mentioned in G6:
@morejanda
@_wetalk

Top Mentioned in G7:
@cprsnational

Top Tweeters
Top Tweeters in Entire Graph:
@buffer
@neli_ngqulana
@tendaijoe
@madalynsklar
@ricardo_ik_ahau
@alexandria_sz
@chrisstrub
@lindomyeni
@jkatzaman
@sproutsocial

Top Tweeters in G1:
@buffer
@neli_ngqulana
@tendaijoe
@ricardo_ik_ahau
@chrisstrub
@lindomyeni
@jkatzaman
@sproutsocial
@imcocomash
@harrisonia

Top Tweeters in G2:
@madalynsklar
@alexandria_sz
@badredheadmedia
@robopulp
@nathaliegregg
@doctorjauthor
@mrinfluencerug1
@storiesbydami
@muziklord

Top Tweeters in G3:
@janetmachuka_
@vanessaperumal
@somediabosslady
@ivendigital

Top Tweeters in G4:
@aaschapiro
@moniquez_pr
@mediacraft_pr
@ticapitalism

Top Tweeters in G5:
@promocorner
@northern_ghana
@mqpowerfulpr

Top Tweeters in G6:
@_wetalk
@morejanda
@tshepothoka

Top Tweeters in G7:
@cprsnational
@provercoffee

Top Tweeters in G8:
@kesamakhaya


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