#WeTalkBiz, Twitter, 5/7/2020 5:22:25 PM, 226319


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#WeTalkBiz_2020-05-06_13-56-41.xlsx
#WeTalkBiz_2020-05-06_13-56-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 07, 2020
Short Description:
#WeTalkBiz via NodeXL https://bit.ly/2Wcmnqj
@jkatzaman
@vanessaperumal
@madalynsklar
@somediabosslady
@ivendigital
@_wetalk
@morejanda
@moniquez_pr
@mqpowerfulpr
@janetmachuka_

Top hashtags:
#wetalkbiz
#entrepreneurship
#twittersmarter
#leadership
#qchat
#tacochat

Description:
Description
The graph represents a network of 79 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, 06 May 2020 at 20:56 UTC.

The requested start date was Wednesday, 06 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 88-day, 23-hour, 0-minute period from Sunday, 02 February 2020 at 07:00 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 : 79
Unique Edges : 37
Edges With Duplicates : 200
Total Edges : 237
Number of Edge Types : 4
Retweet : 52
MentionsInRetweet : 53
Mentions : 94
Tweet : 38
Self-Loops : 38
Reciprocated Vertex Pair Ratio : 0.131578947368421
Reciprocated Edge Ratio : 0.232558139534884
Connected Components : 6
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 57
Maximum Edges in a Connected Component : 205
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.062518
Graph Density : 0.0139565076273937
Modularity : 0.270024
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 79 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, 06 May 2020 at 20:56 UTC.

The requested start date was Wednesday, 06 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 88-day, 23-hour, 0-minute period from Sunday, 02 February 2020 at 07:00 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
[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/passion-prepares-peace-of-mind-5a8eae0b32f6?source=friends_link&sk=f38dc1815ea24ffa298dddc5ea62b5a8
[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

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/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

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1255906029944143877
[1] https://twitter.com/i/web/status/1228016521546477569
[1] http://www.madalynsklar.com/2016/09/21/the-very-best-twitter-chats-for-social-media-marketing/

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:
[38] twitter.com
[34] medium.com
[14] datadriveninvestor.com
[3] paper.li
[1] madalynsklar.com

Top Domains in Tweet in G1:
[34] medium.com
[32] twitter.com
[14] datadriveninvestor.com

Top Domains in Tweet in G2:
[2] twitter.com
[1] madalynsklar.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:
[44] wetalkbiz
[22] entrepreneurship
[14] twittersmarter
[7] leadership
[7] qchat
[7] tacochat
[7] digiblogchat
[7] winniesun
[7] seochat
[4] marketing



Top Hashtags in Tweet in G1:
[25] wetalkbiz
[20] entrepreneurship
[7] leadership
[4] marketing
[1] lifelessons
[1] artificialintelligence
[1] investing

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

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:
[123] Words in Sentiment List#1: Positive
[31] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[2225] Non-categorized Words
[2379] Total Words
[44] #wetalkbiz
[36] jkatzaman
[24] _wetalk
[22] featuring
[22] #entrepreneurship

Top Words in Tweet in G1:
[35] jkatzaman
[25] #wetalkbiz
[23] _wetalk
[22] featuring
[20] #entrepreneurship
[19] dd_invest
[10] passion
[10] know
[9] people
[9] self

Top Words in Tweet in G2:
[14] fave
[14] tweet
[14] chats
[14] #wetalkbiz
[14] #twittersmarter
[13] yours
[11] madalynsklar
[7] #qchat
[7] #tacochat
[7] #digiblogchat

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:
[22] #wetalkbiz,featuring
[19] _wetalk,dd_invest
[15] #entrepreneurship,#wetalkbiz
[14] fave,tweet
[14] tweet,chats
[13] #twittersmarter,yours
[11] madalynsklar,fave
[7] chats,#qchat
[7] #qchat,#wetalkbiz
[7] chats,#tacochat

Top Word Pairs in Tweet in G1:
[22] #wetalkbiz,featuring
[19] _wetalk,dd_invest
[14] #entrepreneurship,#wetalkbiz
[6] hasnâ,worked
[5] jkatzaman,people
[5] #leadership,#wetalkbiz
[5] people,pursue
[5] pursue,standing
[5] standing,really
[5] really,significance

Top Word Pairs in Tweet in G2:
[14] fave,tweet
[14] tweet,chats
[13] #twittersmarter,yours
[11] madalynsklar,fave
[7] chats,#qchat
[7] #qchat,#wetalkbiz
[7] chats,#tacochat
[7] #tacochat,#wetalkbiz
[7] #wetalkbiz,#digiblogchat
[7] #digiblogchat,#winniesun

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
@colleenqvist
@comensa
@vizbrandent
@harrisonia

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

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

Top Tweeters in G2:
@madalynsklar
@alexandria_sz
@badredheadmedia
@robopulp
@nathaliegregg
@sab_1908
@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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