#WeTalkBiz, Twitter, 10/23/2019 6:33:25 AM, 213905


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#WeTalkBiz_2019-10-22_23-29-36.xlsx
#WeTalkBiz_2019-10-22_23-29-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 23, 2019
Short Description:
#WeTalkBiz via NodeXL http://bit.ly/2N8CYWt
@jkatzaman
@_wetalk
@andrempowell
@madalynsklar
@colleenqvist
@sivenathimbebe
@s_theko
@morejanda
@pokeyluwho
@emelelasa

Top hashtags:
#wetalkbiz
#entrepreneurship
#twitterchat
#vcbuzz
#ppcchat
#sweettalk
#icmichat

Description:
Description
The graph represents a network of 125 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, 23 October 2019 at 06:29 UTC.

The requested start date was Wednesday, 23 October 2019 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 82-day, 6-hour, 41-minute period from Thursday, 01 August 2019 at 17:13 UTC to Tuesday, 22 October 2019 at 23:55 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://www.datadriveninvestor.com/2019/06/03/startups-and-investors-seek-the-right-fit/
[5] https://www.datadriveninvestor.com/2019/02/20/find-sanity-within-change/
[4] https://www.datadriveninvestor.com/2018/11/23/generational-wealth-were-all-destined-to-succeed/
[4] https://twitter.com/Mphete_Kwetli/status/1176566427513479169
[3] https://www.datadriveninvestor.com/2019/01/10/we-learn-more-from-failure-than-from-success/
[3] https://www.datadriveninvestor.com/2019/01/11/healthy-brands-grow-from-positioning/
[3] https://medium.com/datadriveninvestor/her-vision-wont-have-long-to-wait-821aa13d6a04
[3] https://medium.com/datadriveninvestor/entrepreneurial-mind-knows-no-bounds-1900033cf80a
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.markgrowth.com%2Flarge-business-or-small-everyone-can-play-23fa24e2c160
[3] https://twitter.com/morejanda/status/1176560962607841280

Top URLs in Tweet in G1:
[8] https://www.datadriveninvestor.com/2019/06/03/startups-and-investors-seek-the-right-fit/
[4] https://www.datadriveninvestor.com/2018/11/23/generational-wealth-were-all-destined-to-succeed/
[4] https://www.datadriveninvestor.com/2019/02/20/find-sanity-within-change/
[3] https://medium.com/datadriveninvestor/entrepreneurial-mind-knows-no-bounds-1900033cf80a
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.markgrowth.com%2Flarge-business-or-small-everyone-can-play-23fa24e2c160
[3] https://www.datadriveninvestor.com/2019/01/11/healthy-brands-grow-from-positioning/
[2] https://medium.com/datadriveninvestor/your-leadership-impact-defines-you-e8a6ca1e9af6
[2] https://www.datadriveninvestor.com/2019/04/30/productivity-is-a-matter-of-time/
[2] https://www.datadriveninvestor.com/2019/06/18/digital-transformation-is-about-better-decisions/
[2] https://medium.com/datadriveninvestor/her-vision-wont-have-long-to-wait-821aa13d6a04

Top URLs in Tweet in G2:
[2] https://twitter.com/_WeTalk/status/1174303899865497600
[1] https://twitter.com/i/web/status/1013660003197227008
[1] https://twitter.com/i/web/status/1174303899865497600
[1] https://twitter.com/i/web/status/1176562356563976193
[1] https://medium.com/datadriveninvestor/her-vision-wont-have-long-to-wait-821aa13d6a04
[1] https://twitter.com/i/web/status/1160804352833069056
[1] https://www.datadriveninvestor.com/2019/02/20/find-sanity-within-change/
[1] https://medium.com/datadriveninvestor/welcome-power-and-own-it-b72a99cf42ad
[1] https://medium.com/datadriveninvestor/your-leadership-impact-defines-you-e8a6ca1e9af6
[1] https://twitter.com/i/web/status/1173950563056324612

Top URLs in Tweet in G3:
[3] https://twitter.com/Mphete_Kwetli/status/1176566427513479169
[2] https://twitter.com/morejanda/status/1176566253479063553
[2] https://twitter.com/_WeTalk/status/1176477053920657409
[2] https://twitter.com/morejanda/status/1176560962607841280
[2] https://twitter.com/morejanda/status/1176562357931143168
[2] https://twitter.com/_WeTalk/status/1176564564340760578
[1] https://twitter.com/i/web/status/1176563992917151745
[1] https://twitter.com/s_theko/status/1176568689212231680
[1] https://twitter.com/i/web/status/1176577845184868352
[1] https://twitter.com/i/web/status/1173951874942345221

Top URLs in Tweet in G4:
[1] https://www.datadriveninvestor.com/2019/01/10/we-learn-more-from-failure-than-from-success/
[1] https://twitter.com/i/web/status/1181198836204789760

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1118084366255755264
[1] https://twitter.com/i/web/status/1161328541931384832
[1] https://twitter.com/i/web/status/1166281701309526023

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1174730718540423168
[1] https://twitter.com/i/web/status/1167120531117789184

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1174961338931535872
[1] https://twitter.com/i/web/status/1174973681841213440

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1184438544179384326

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1159864461697699840

Top Domains
Top Domains in Tweet in Entire Graph:
[124] twitter.com
[31] datadriveninvestor.com
[21] medium.com
[1] tropicsbusinesssummit.com

Top Domains in Tweet in G1:
[39] twitter.com
[29] datadriveninvestor.com
[18] medium.com

Top Domains in Tweet in G2:
[26] twitter.com
[3] medium.com
[1] datadriveninvestor.com
[1] tropicsbusinesssummit.com

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

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

Top Domains in Tweet in G5:
[3] twitter.com

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

Top Domains in Tweet in G7:
[2] twitter.com

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

Top Domains in Tweet in G9:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[351] wetalkbiz
[24] entrepreneurship
[18] twitterchat
[14] vcbuzz
[14] ppcchat
[12] sweettalk
[11] icmichat
[10] tuesdaythoughts
[9] saturdaythoughts
[9] thursdaythoughts



Top Hashtags in Tweet in G1:
[32] wetalkbiz
[22] entrepreneurship
[9] thursdaythoughts
[9] tuesdaythoughts
[6] sundaythoughts
[6] saturdaythoughts
[5] fridayfeeling
[4] leadership
[2] marketing
[2] technology

Top Hashtags in Tweet in G2:
[109] wetalkbiz
[7] business
[7] networking
[2] saturdaythoughts
[2] tropicsbusinesssummit
[1] linkedinchat
[1] brandchat
[1] socialpowwow
[1] mttalk
[1] twittersmarter

Top Hashtags in Tweet in G3:
[178] wetalkbiz
[2] designthinking
[1] business
[1] networking
[1] rechargemybiz
[1] eventplanner
[1] africa
[1] america
[1] europe
[1] asia

Top Hashtags in Tweet in G4:
[5] wetalkbiz
[1] saturdaythoughts
[1] entrepreneurship

Top Hashtags in Tweet in G5:
[18] twitterchat
[17] wetalkbiz
[14] vcbuzz
[14] ppcchat
[12] sweettalk
[11] icmichat
[7] indiefeature
[7] contentclubuk
[5] usabizparty
[4] carechat

Top Hashtags in Tweet in G6:
[6] wetalkbiz
[6] twittersmarter
[5] linkedinchat
[5] brandchat
[5] socialpowwow
[5] mttalk
[1] tacochat
[1] sproutchat
[1] winniesun
[1] hootchat

Top Hashtags in Tweet in G9:
[3] girltalkza
[3] kingtalkza
[3] wetalkbiz
[3] misssa2019

Top Hashtags in Tweet in G10:
[1] sphithiphithi
[1] businesswoman
[1] wetalkbiz
[1] hustle

Top Words
Top Words in Tweet in Entire Graph:
[596] Words in Sentiment List#1: Positive
[132] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[13715] Non-categorized Words
[14443] Total Words
[450] _wetalk
[351] #wetalkbiz
[257] morejanda
[132] price
[125] work

Top Words in Tweet in G1:
[32] #wetalkbiz
[32] _wetalk
[29] featuring
[24] dd_invest
[22] #entrepreneurship
[22] jkatzaman
[17] s
[16] business
[12] people
[10] capital

Top Words in Tweet in G2:
[109] #wetalkbiz
[109] _wetalk
[85] morejanda
[41] price
[36] work
[28] cost
[27] pricing
[26] value
[26] s_theko
[25] client

Top Words in Tweet in G3:
[295] _wetalk
[178] #wetalkbiz
[163] morejanda
[86] price
[83] client
[78] work
[75] cost
[73] value
[63] pricing
[54] know

Top Words in Tweet in G4:
[12] _wetalk
[6] morejanda
[5] #wetalkbiz
[5] andrempowell
[5] decksnfloors
[4] jkatzaman
[4] price
[4] work
[3] colleenqvist
[3] immanueloloo

Top Words in Tweet in G5:
[57] 1pm
[28] 12pm
[18] tuesday
[18] #twitterchat
[18] list
[17] #wetalkbiz
[17] ðÿœÿ
[14] #vcbuzz
[14] #ppcchat
[12] pokeyluwho

Top Words in Tweet in G6:
[6] fave
[6] tweet
[6] chats
[6] #wetalkbiz
[6] #twittersmarter
[5] #linkedinchat
[5] #brandchat
[5] #socialpowwow
[5] #mttalk
[4] madalynsklar

Top Words in Tweet in G7:
[9] conversation
[7] legal
[5] listening
[5] small
[5] businesses
[5] need
[5] compliance
[4] sivenathimbebe
[2] want
[2] hear

Top Words in Tweet in G8:
[3] explore
[3] unlimited
[3] healthy
[3] benefits
[3] comes
[3] hair
[3] care
[3] products
[3] visit
[3] website

Top Words in Tweet in G9:
[3] please
[3] tweet
[3] help
[3] grow
[3] south
[3] african
[3] business
[3] guys
[3] #girltalkza
[3] #kingtalkza

Top Words in Tweet in G10:
[2] little

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[124] morejanda,_wetalk
[66] production,cost
[52] market,value
[42] morejanda,#wetalkbiz
[34] _wetalk,#wetalkbiz
[30] mphete_kwetli,_wetalk
[30] client,budget
[29] #wetalkbiz,featuring
[29] price,creative
[29] creative,work

Top Word Pairs in Tweet in G1:
[29] #wetalkbiz,featuring
[23] _wetalk,dd_invest
[21] #entrepreneurship,#wetalkbiz
[6] featuring,johnarmah
[5] johnarmah,_wetalk
[5] #thursdaythoughts,#entrepreneurship
[5] doitinpublic,vanichimagazine
[5] vanichimagazine,_wetalk
[5] #saturdaythoughts,#entrepreneurship
[4] #tuesdaythoughts,#leadership

Top Word Pairs in Tweet in G2:
[38] morejanda,_wetalk
[16] production,cost
[14] morejanda,#wetalkbiz
[13] price,creative
[13] creative,work
[13] join,conversation
[13] market,value
[12] twitter,view
[12] view,price
[12] book,now

Top Word Pairs in Tweet in G3:
[84] morejanda,_wetalk
[49] production,cost
[38] market,value
[27] morejanda,#wetalkbiz
[25] _wetalk,#wetalkbiz
[22] client,budget
[21] mphete_kwetli,_wetalk
[19] pricing,work
[16] price,work
[16] s_theko,_wetalk

Top Word Pairs in Tweet in G4:
[3] _wetalk,colleenqvist
[3] colleenqvist,jkatzaman
[3] jkatzaman,immanueloloo
[3] immanueloloo,emelelasa
[3] emelelasa,musokaw_zm
[3] musokaw_zm,senaoana_m
[3] senaoana_m,andrempowell
[3] andrempowell,decksnfloors
[3] decksnfloors,sme_growth_hub
[3] sme_growth_hub,bentley

Top Word Pairs in Tweet in G5:
[18] tuesday,#twitterchat
[18] #twitterchat,list
[17] #wetalkbiz,1pm
[14] #vcbuzz,12pm
[14] #ppcchat,12pm
[12] pokeyluwho,tuesday
[12] 12pm,#ppcchat
[11] list,#2
[11] #sweettalk,1pm
[11] #icmichat,1pm

Top Word Pairs in Tweet in G6:
[6] fave,tweet
[6] tweet,chats
[5] chats,#wetalkbiz
[5] #wetalkbiz,#linkedinchat
[5] #linkedinchat,#brandchat
[5] #brandchat,#socialpowwow
[5] #socialpowwow,#mttalk
[5] #mttalk,#twittersmarter
[4] madalynsklar,fave
[4] #twittersmarter,yours

Top Word Pairs in Tweet in G7:
[5] conversation,listening
[5] listening,small
[5] small,businesses
[5] businesses,need
[5] need,legal
[5] legal,compliance
[4] sivenathimbebe,conversation
[4] compliance,conversation
[2] want,hear
[2] hear,yolelwa

Top Word Pairs in Tweet in G8:
[3] explore,unlimited
[3] unlimited,healthy
[3] healthy,benefits
[3] benefits,comes
[3] comes,hair
[3] hair,care
[3] care,products
[3] products,visit
[3] visit,website
[2] linahorganics,explore

Top Word Pairs in Tweet in G9:
[3] please,tweet
[3] tweet,help
[3] help,grow
[3] grow,south
[3] south,african
[3] african,business
[3] business,guys
[3] guys,#girltalkza
[3] #girltalkza,#kingtalkza
[3] #kingtalkza,#wetalkbiz

Top Replied-To
Top Replied-To in Entire Graph:
@_wetalk
@morejanda
@s_theko
@mphete_kwetli
@colleenqvist
@harrisonia
@mduduzitntuli
@senaoana_m
@nimrodmonametsi
@jkatzaman

Top Replied-To in G2:
@morejanda
@colleenqvist
@senaoana_m
@harrisonia
@s_theko
@mphete_kwetli
@nimrodmonametsi
@mduduzitntuli
@andrempowell
@immanueloloo

Top Replied-To in G3:
@_wetalk
@morejanda
@s_theko
@mphete_kwetli
@harrisonia
@colleenqvist
@mduduzitntuli
@jkatzaman
@senaoana_m
@madalynsklar

Top Mentioned
Top Mentioned in Entire Graph:
@_wetalk
@morejanda
@s_theko
@jkatzaman
@harrisonia
@mphete_kwetli
@colleenqvist
@dd_invest
@mduduzitntuli
@senaoana_m

Top Mentioned in G1:
@_wetalk
@dd_invest
@jkatzaman
@johnarmah
@doitinpublic
@vanichimagazine
@ndzaviderrick
@sizwevcele
@soclydigital
@johnlombela

Top Mentioned in G2:
@_wetalk
@morejanda
@s_theko
@mphete_kwetli
@harrisonia
@jkatzaman
@colleenqvist
@mduduzitntuli
@senaoana_m
@immanueloloo

Top Mentioned in G3:
@_wetalk
@morejanda
@s_theko
@harrisonia
@mphete_kwetli
@mduduzitntuli
@colleenqvist
@immanueloloo
@senaoana_m
@jkatzaman

Top Mentioned in G4:
@_wetalk
@morejanda
@andrempowell
@decksnfloors
@jkatzaman
@colleenqvist
@immanueloloo
@emelelasa
@musokaw_zm
@senaoana_m

Top Mentioned in G5:
@pokeyluwho

Top Mentioned in G6:
@madalynsklar

Top Mentioned in G7:
@sivenathimbebe
@morejanda
@_wetalk
@winningequation

Top Mentioned in G8:
@linahorganics

Top Mentioned in G9:
@amor_f_s

Top Tweeters
Top Tweeters in Entire Graph:
@buffer
@tendaijoe
@jennykim
@tichitsinde
@designthinkbot
@neli_ngqulana
@madalynsklar
@djsbu
@ngowithe26th
@femtech_

Top Tweeters in G1:
@buffer
@tendaijoe
@neli_ngqulana
@femtech_
@davidpylyp
@jkatzaman
@sproutsocial
@janetmachuka_
@mrterborg
@morissaschwartz

Top Tweeters in G2:
@ngowithe26th
@vanessaperumal
@molebod
@tropicsmagazine
@leahmolatseli
@sakhingwevela
@lindahmbaisi
@fastlanemillio1
@centre4optimism
@veniciaguinot

Top Tweeters in G3:
@tichitsinde
@designthinkbot
@harrisonia
@ndzaviderrick
@melissa_nel
@mphete_kwetli
@mduduzitntuli
@colleenqvist
@immanueloloo
@leanderjay_

Top Tweeters in G4:
@yvette_aloe
@sonoiyalawrence
@bentleyu
@smongana
@musokaw_zm
@andrempowell
@m
@veztaco
@emelelasa
@skmworldwide

Top Tweeters in G5:
@nathaliegregg
@schelleranna
@b2the7
@missads08
@helenahalme
@minivanadv
@matundaafya
@jblhcomms
@pokeyluwho
@usabizparty

Top Tweeters in G6:
@jennykim
@madalynsklar
@genepetrovlmc
@robopulp
@yolande_mt

Top Tweeters in G7:
@mcndalana
@thusobilla
@sivenathimbebe
@winningequation

Top Tweeters in G8:
@djsbu
@entrepreneursa_
@linahorganics

Top Tweeters in G9:
@hermionetweeted
@amor_f_s
@khotsii

Top Tweeters in G10:
@jusfaraji


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