#WeTalkBiz, Twitter, 3/8/2023 11:02:28 PM, 290656


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#WeTalkBiz_2023-03-08_14-09-21.xlsx
#WeTalkBiz_2023-03-08_14-09-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2023
Short Description:
#WeTalkBiz via NodeXL https://bit.ly/3T3mSyJ
@jkatzaman
@tayooye
@colleenqvist
@_wetalk
@madalynsklar
@vanessaperumal
@pokeyluwho
@veztaco
@ayobankole
@yvette_aloe

Top hashtags:
#wetalkbiz
#entrepreneurship
#twitterchat
#vcbuzz
#ecafrica100
#4ir
#ppcchat
#sweettalk

Description:
Description
The graph represents a network of 794 Twitter users whose recent tweets contained "#WeTalkBiz", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 22:58 UTC.

The tweets in the network were tweeted over the 1916-day, 8-hour, 41-minute period from Tuesday, 25 April 2017 at 07:14 UTC to Sunday, 24 July 2022 at 15:56 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 794
Unique Edges : 709
Edges With Duplicates : 11458
Total Edges : 12167
Number of Edge Types : 8
Retweet : 2717
MentionsInRetweet : 3974
Tweet : 648
Quote : 226
Replies to : 1011
MentionsInReplyTo : 1948
Mentions : 1605
MentionsInQuote : 38
Self-Loops : 936
Reciprocated Vertex Pair Ratio : 0.141509433962264
Reciprocated Edge Ratio : 0.247933884297521
Connected Components : 40
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 709
Maximum Edges in a Connected Component : 12008
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.222757
Graph Density : 0.00345910850927988
Modularity : 0.103933
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 794 Twitter users whose recent tweets contained "#WeTalkBiz", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 22:58 UTC.

The tweets in the network were tweeted over the 1916-day, 8-hour, 41-minute period from Tuesday, 25 April 2017 at 07:14 UTC to Sunday, 24 July 2022 at 15:56 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[34] https://www.datadriveninvestor.com/2019/06/03/startups-and-investors-seek-the-right-fit/
[27] https://www.datadriveninvestor.com/2019/02/12/ready-or-not-the-revolution-is-upon-us/
[24] https://www.datadriveninvestor.com/2018/11/23/generational-wealth-were-all-destined-to-succeed/
[22] https://www.datadriveninvestor.com/2018/09/26/good-investments-leave-no-doubt/
[20] https://www.datadriveninvestor.com/2019/01/11/healthy-brands-grow-from-positioning/
[19] https://www.datadriveninvestor.com/2019/12/05/how-to-know-your-price-is-right/
[19] https://www.datadriveninvestor.com/2019/01/10/we-learn-more-from-failure-than-from-success/
[18] https://www.datadriveninvestor.com/2019/03/25/volatility-compels-calm-amid-the-storm/
[18] https://www.datadriveninvestor.com/2019/02/20/find-sanity-within-change/
[17] https://www.datadriveninvestor.com/2019/06/18/digital-transformation-is-about-better-decisions/

Top URLs in Tweet in G1:
[9] https://www.datadriveninvestor.com/2019/02/12/ready-or-not-the-revolution-is-upon-us/
[9] https://www.datadriveninvestor.com/2018/11/13/to-gain-an-edge-influencers-move-markets/amp/
[7] https://twitter.com/nollyqunta/status/1108075456358690821
[7] https://twitter.com/nollyqunta/status/1092859656240803841
[6] https://twitter.com/nollyqunta/status/1092865184627126274
[6] https://twitter.com/nollyqunta/status/1092856513704660992
[5] https://twitter.com/nollyqunta/status/1095390961239248896
[5] https://twitter.com/nollyqunta/status/1120767143803543553
[5] https://twitter.com/nollyqunta/status/1092853119694880769
[5] https://twitter.com/nollyqunta/status/1100471515580112897

Top URLs in Tweet in G2:
[5] https://twitter.com/tayooye/status/1100453923343790086/photo/1
[3] https://twitter.com/nollyqunta/status/1100460386875334663
[3] https://twitter.com/nollyqunta/status/1100470062077693952
[2] https://twitter.com/nollyqunta/status/1100475313153294337
[2] https://twitter.com/nollyqunta/status/1100471515580112897
[2] https://twitter.com/elvissokolski/status/1100467352146247686
[1] https://twitter.com/Ms_LelosaB/status/1100465873754701826
[1] https://twitter.com/nollyqunta/status/1100457828165263360
[1] https://twitter.com/nollyqunta/status/1100463366055907329
[1] https://twitter.com/nollyqunta/status/1100464388262322176

Top URLs in Tweet in G3:
[33] https://www.datadriveninvestor.com/2019/06/03/startups-and-investors-seek-the-right-fit/
[22] https://www.datadriveninvestor.com/2018/09/26/good-investments-leave-no-doubt/
[19] https://www.datadriveninvestor.com/2018/11/23/generational-wealth-were-all-destined-to-succeed/
[18] https://www.datadriveninvestor.com/2019/02/12/ready-or-not-the-revolution-is-upon-us/
[18] https://www.datadriveninvestor.com/2019/12/05/how-to-know-your-price-is-right/
[17] https://www.datadriveninvestor.com/2019/06/18/digital-transformation-is-about-better-decisions/
[16] https://www.datadriveninvestor.com/2019/04/30/productivity-is-a-matter-of-time/
[16] https://www.datadriveninvestor.com/2019/02/20/find-sanity-within-change/
[15] https://www.datadriveninvestor.com/2019/01/10/we-learn-more-from-failure-than-from-success/
[15] https://www.datadriveninvestor.com/2019/03/25/volatility-compels-calm-amid-the-storm/

Top URLs in Tweet in G4:
[5] https://www.datadriveninvestor.com/2018/11/23/generational-wealth-were-all-destined-to-succeed/
[5] https://twitter.com/nollyqunta/status/1125827442294304769
[4] https://twitter.com/nollyqunta/status/1125833790960615426
[3] https://twitter.com/nollyqunta/status/1064944931704324101
[3] https://twitter.com/nollyqunta/status/1125830834353840128
[3] https://twitter.com/nollyqunta/status/1125838350869516293
[2] https://twitter.com/JohnLombela/status/1064951593496387589
[2] https://twitter.com/nollyqunta/status/1064844943372496896
[2] https://twitter.com/PreciousMvulane/status/1100007284552421376/photo/1
[2] https://twitter.com/nollyqunta/status/1125836500971741184

Top URLs in Tweet in G5:
[12] https://twitter.com/nollyqunta/status/1072557141326737414
[8] https://twitter.com/nollyqunta/status/1072560780434964481
[8] https://twitter.com/nollyqunta/status/1072563131581427712
[7] https://twitter.com/nollyqunta/status/1072565595491704832
[6] https://twitter.com/nollyqunta/status/1072551681886441472
[5] https://twitter.com/nollyqunta/status/1072553337738944523
[5] https://twitter.com/nollyqunta/status/1072567103293657089
[5] https://twitter.com/nollyqunta/status/1072554528342466560
[4] https://medium.datadriveninvestor.com/passion-prepares-peace-of-mind-5a8eae0b32f6?source=friends_link&sk=f38dc1815ea24ffa298dddc5ea62b5a8
[4] https://twitter.com/nollyqunta/status/1072559505332936704

Top URLs in Tweet in G6:
[13] https://madalynsklar.com/chatlist
[2] https://twitter.com/MadalynSklar/status/1123996805312724992/photo/1
[1] https://twitter.com/MadalynSklar/status/1052968750889267200/photo/1
[1] https://twitter.com/MadalynSklar/status/1156974967139033088/photo/1
[1] https://twitter.com/MadalynSklar/status/1098644179016695809/photo/1
[1] https://twitter.com/MadalynSklar/status/1063130802316283914/photo/1
[1] https://twitter.com/MadalynSklar/status/1072565543465598976/photo/1
[1] https://twitter.com/MadalynSklar/status/1167120531117789184/photo/1
[1] https://twitter.com/MadalynSklar/status/1174730718540423168/photo/1
[1] https://twitter.com/MadalynSklar/status/1217870361393618945/photo/1

Top URLs in Tweet in G7:
[4] https://twitter.com/vanessaperumal/status/1105545790678880256/photo/1
[3] https://medium.datadriveninvestor.com/collaboration-go-together-and-go-far-584caae57282
[3] https://www.twaa.io/
[3] https://www.africabusinessradio.com:443/
[2] https://medium.datadriveninvestor.com/collaboration-go-together-and-go-far-584caae57282?source=friends_link&sk=692b91101fc7a1ffe03a2014514500ef
[2] https://twitter.com/nollyqunta/status/1120758655476019200
[2] https://twitter.com/nollyqunta/status/1407735962357026816
[2] https://twitter.com/jtcomms/status/1097373028500078592
[1] https://twitter.com/dnewman/status/1093314921335541760
[1] https://twitter.com/melissa_nel/status/1095393651864289280

Top URLs in Tweet in G8:
[3] https://www.datadriveninvestor.com/2019/03/25/volatility-compels-calm-amid-the-storm/
[2] https://twitter.com/nollyqunta/status/1106505250305990657
[1] https://twitter.com/BrainBlenderTec/status/1108081746203963392
[1] https://twitter.com/nollyqunta/status/1107607666543788034
[1] https://twitter.com/nollyqunta/status/1108083944522743808
[1] https://twitter.com/nollyqunta/status/1108081677287473152
[1] https://twitter.com/nollyqunta/status/1108080146148409345
[1] https://twitter.com/nollyqunta/status/1108078214763765760
[1] https://twitter.com/nollyqunta/status/1108070849771376640
[1] https://twitter.com/AyoBankole/status/1108034838789939202/photo/1

Top URLs in Tweet in G9:
[5] https://twitter.com/nollyqunta/status/1120767143803543553
[1] https://twitter.com/nollyqunta/status/1120762558317768704
[1] https://twitter.com/nollyqunta/status/1120758655476019200
[1] https://twitter.com/nollyqunta/status/1120755720675385347
[1] https://twitter.com/nollyqunta/status/1120752314393026561
[1] https://twitter.com/nollyqunta/status/1120765303581966336
[1] https://twitter.com/nollyqunta/status/1120768388068990976
[1] https://twitter.com/MrWorkSmarter/status/1120492394284310528/photo/1
[1] https://www.datadriveninvestor.com/2019/04/30/productivity-is-a-matter-of-time/
[1] https://twitter.com/nollyqunta/status/1120756091476938752

Top URLs in Tweet in G10:
[1] https://twitter.com/nollyqunta/status/1135984703901720577
[1] https://madwebdeaigns.co.za
[1] https://twitter.com/BizBrandz/status/1067775910215061504/photo/1
[1] https://twi.li/xjue1r
[1] https://twitter.com/SalomonOli/status/1095416258361737216/photo/1
[1] https://theworkpayment.com/
[1] https://twitter.com/marketingcraft_/status/1105412892000743426
[1] https://www.247webcasting.com/welcome-to-fastcast/
[1] https://twi.li/96vwNO
[1] https://twitter.com/fortivus/status/1096619432854646784/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1054] twitter.com
[451] datadriveninvestor.com
[42] medium.com
[15] instagram.com
[14] madalynsklar.com
[8] wordpress.com
[6] paper.li
[5] youtube.com
[5] co.za
[5] africabusinessradio.com

Top Domains in Tweet in G1:
[514] twitter.com
[38] datadriveninvestor.com
[14] instagram.com
[5] wordpress.com
[3] forbes.com
[2] twi.li
[2] dignited.com
[1] doitinpublic.com
[1] youtube.com
[1] marottaonmoney.com

Top Domains in Tweet in G2:
[35] twitter.com

Top Domains in Tweet in G3:
[371] datadriveninvestor.com
[41] medium.com
[11] twitter.com

Top Domains in Tweet in G4:
[100] twitter.com
[9] datadriveninvestor.com
[2] hootsuite.com
[1] co.za
[1] wordpress.com

Top Domains in Tweet in G5:
[212] twitter.com
[24] datadriveninvestor.com
[1] co.zaproduct
[1] wordpress.com
[1] org.za
[1] iono.fm
[1] co.za
[1] buffer.com

Top Domains in Tweet in G6:
[17] twitter.com
[14] madalynsklar.com

Top Domains in Tweet in G7:
[84] twitter.com
[5] datadriveninvestor.com
[5] africabusinessradio.com
[4] youtube.com
[3] twaa.io
[2] linkedin.com
[1] instagram.com

Top Domains in Tweet in G8:
[16] twitter.com
[3] datadriveninvestor.com

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

Top Domains in Tweet in G10:
[9] twitter.com
[2] twi.li
[1] co.za
[1] theworkpayment.com
[1] 247webcasting.com
[1] setsongtea.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3193] wetalkbiz
[176] entrepreneurship
[95] twitterchat
[65] vcbuzz
[62] ecafrica100
[52] 4ir
[48] ppcchat
[48] sweettalk
[46] twittersmarter
[43] thursdaythoughts



Top Hashtags in Tweet in G1:
[1452] wetalkbiz
[36] 4ir
[14] gadchat
[10] wetalk
[7] lesotho
[7] repost
[6] digitaltransformation
[6] technology
[6] legaltech
[5] entrepreneurs

Top Hashtags in Tweet in G2:
[72] wetalkbiz
[5] tweetchat
[5] financialinclusion

Top Hashtags in Tweet in G3:
[395] wetalkbiz
[158] entrepreneurship
[39] saturdaythoughts
[38] thursdaythoughts
[36] sundaythoughts
[36] marketing
[30] tuesdaythoughts
[30] technology
[28] leadership
[23] mondaymotivation

Top Hashtags in Tweet in G4:
[170] wetalkbiz
[18] gadchat
[10] brandpositioning
[6] africatweetchat
[4] maccdesigns
[3] engagement
[3] tech
[2] sundaythoughts
[2] investing
[2] contentclubuk

Top Hashtags in Tweet in G5:
[689] wetalkbiz
[39] nothingtohide
[22] hrwithem
[17] madisthenewcurrency
[10] 4ir
[10] africatweetchat
[9] lesotho
[7] ai
[6] tech
[6] mumhanzinight

Top Hashtags in Tweet in G6:
[120] wetalkbiz
[93] twitterchat
[65] vcbuzz
[48] ppcchat
[48] sweettalk
[43] cmworld
[41] indiefeature
[40] twittersmarter
[38] icmichat
[31] usabizparty

Top Hashtags in Tweet in G7:
[134] wetalkbiz
[57] ecafrica100
[13] entrepreneurs
[7] cashflow
[6] 4ir
[5] brandpositioning
[5] ecafrica
[4] 100entrepreneurs
[4] 100days
[3] entrepreneurship

Top Hashtags in Tweet in G8:
[30] wetalkbiz
[1] economics
[1] business
[1] entrepreneurship

Top Hashtags in Tweet in G9:
[34] wetalkbiz
[1] productivity
[1] timemanagement
[1] cashflow

Top Hashtags in Tweet in G10:
[18] wetalkbiz
[3] value
[3] money
[3] nigeriadecides2019
[2] artificialintelligence
[2] technology
[1] dountoothers
[1] 25yearsafterdemocracy
[1] bizbrandz
[1] statecaptureinquiry

Top Words
Top Words in Tweet in Entire Graph:
[3218] #wetalkbiz
[2003] _wetalk
[476] business
[430] people
[364] tayooye
[355] need
[348] featuring
[330] a1
[314] dd_invest
[281] a2

Top Words in Tweet in G1:
[1464] #wetalkbiz
[1007] _wetalk
[188] business
[165] a1
[144] a2
[143] need
[142] people
[140] nazareene
[134] visualtouchbw
[128] more

Top Words in Tweet in G2:
[205] tayooye
[72] #wetalkbiz
[60] education
[57] africa
[57] women
[56] people
[40] social
[39] need
[39] a5
[36] build

Top Words in Tweet in G3:
[394] #wetalkbiz
[373] _wetalk
[338] featuring
[314] dd_invest
[158] #entrepreneurship
[87] jkatzaman
[63] business
[53] people
[39] #saturdaythoughts
[38] #thursdaythoughts

Top Words in Tweet in G4:
[170] #wetalkbiz
[99] _wetalk
[38] people
[29] jkatzaman
[29] drlifesgud
[27] johnlombela
[27] more
[27] business
[26] one
[25] a1

Top Words in Tweet in G5:
[708] #wetalkbiz
[460] _wetalk
[160] failure
[110] yvette_aloe
[103] people
[92] a2
[88] business
[83] a1
[80] a3
[74] need

Top Words in Tweet in G6:
[267] 1pm
[157] 12pm
[121] #wetalkbiz
[93] tuesday
[93] #twitterchat
[93] list
[65] #vcbuzz
[57] pokeyluwho
[50] #1
[48] #ppcchat

Top Words in Tweet in G7:
[129] #wetalkbiz
[57] #ecafrica100
[40] business
[28] vanessaperumal
[25] need
[23] create
[19] _wetalk
[19] change
[18] a1
[18] time

Top Words in Tweet in G8:
[47] ayobankole
[29] #wetalkbiz
[20] environments
[20] volatile
[18] business
[16] businesses
[15] markets
[15] surviving
[14] transactions
[14] leverage

Top Words in Tweet in G9:
[50] mrworksmarter
[34] #wetalkbiz
[23] tasks
[19] avoid
[16] morning
[16] _wetalk
[16] time
[15] use
[14] a1
[14] before

Top Words in Tweet in G10:
[18] #wetalkbiz
[5] business
[4] past
[4] today
[4] people
[3] way
[3] #value
[3] minds
[3] looking
[3] #nigeriadecides2019

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[345] #wetalkbiz,featuring
[284] _wetalk,dd_invest
[160] #entrepreneurship,#wetalkbiz
[101] _wetalk,ayobankole
[95] tuesday,#twitterchat
[95] #twitterchat,list
[84] morejanda,_wetalk
[77] colleenqvist,_wetalk
[74] _wetalk,#wetalkbiz
[67] _wetalk,nazareene

Top Word Pairs in Tweet in G1:
[65] _wetalk,ayobankole
[58] _wetalk,#wetalkbiz
[51] _wetalk,nazareene
[49] morejanda,_wetalk
[45] colleenqvist,_wetalk
[37] _wetalk,doitinpublic
[34] mphete_kwetli,_wetalk
[33] visualtouchbw,_wetalk
[32] _wetalk,jabdulai
[31] _wetalk,a1

Top Word Pairs in Tweet in G2:
[36] tayooye,a5
[30] women,build
[25] tooth,nail
[25] fight,tooth
[25] give,anything
[25] a5,nobody
[25] white,professor
[25] advantage,remembered
[25] anything,fight
[25] remembered,white

Top Word Pairs in Tweet in G3:
[337] #wetalkbiz,featuring
[284] _wetalk,dd_invest
[154] #entrepreneurship,#wetalkbiz
[33] featuring,johnarmah
[32] #marketing,#wetalkbiz
[28] #leadership,#wetalkbiz
[26] #technology,#wetalkbiz
[21] imcocomash,_wetalk
[19] #investing,#wetalkbiz
[18] featuring,morejanda

Top Word Pairs in Tweet in G4:
[9] _wetalk,drlifesgud
[9] _wetalk,preciousmvulane
[7] _wetalk,hello
[6] simple,brands
[6] brands,sleepless
[6] a3,#wetalkbiz
[6] themselves,tonight
[6] position,themselves
[6] nights,trying
[6] twitter,chat

Top Word Pairs in Tweet in G5:
[37] #wetalkbiz,#nothingtohide
[35] _wetalk,ayobankole
[31] morejanda,_wetalk
[23] looking,forward
[22] life,insurance
[21] yvette_aloe,a2
[21] credit,life
[21] johnarmah,_wetalk
[19] emelelasa,_wetalk
[19] #wetalkbiz,#hrwithem

Top Word Pairs in Tweet in G6:
[93] #twitterchat,list
[93] tuesday,#twitterchat
[67] #wetalkbiz,1pm
[63] #vcbuzz,12pm
[55] pokeyluwho,tuesday
[54] 12pm,#wetalkbiz
[50] list,#1
[46] #sweettalk,1pm
[46] 1pm,#sweettalk
[46] 12pm,#ppcchat

Top Word Pairs in Tweet in G7:
[13] looking,forward
[11] #wetalkbiz,#ecafrica100
[7] business,drive
[7] turbulent,times
[5] break,down
[5] social,media
[5] africabizradio,youtube
[5] a2,#wetalkbiz
[5] forward,reading
[5] enjoying,business

Top Word Pairs in Tweet in G8:
[15] surviving,volatile
[10] depends,specific
[10] economy,high
[10] #wetalkbiz,many
[10] things,done
[10] economic,environments
[10] many,things
[10] high,levels
[10] survive,harsh
[10] done,survive

Top Word Pairs in Tweet in G9:
[13] night,before
[11] mrworksmarter,a1
[10] avoid,emails
[10] pomodoro,technique
[10] important,tasks
[9] write,important
[9] tasks,morning
[9] before,write
[9] _wetalk,mrworksmarter
[9] morning,avoid

Top Word Pairs in Tweet in G10:
[3] #money,#nigeriadecides2019
[3] #wetalkbiz,#value
[3] #value,#money
[3] minds,discuss
[2] #technology,#wetalkbiz
[2] #artificialintelligence,#technology
[2] ready,revolution
[2] revolution,upon
[2] upon,#artificialintelligence
[2] process,technology

Top Replied-To
Top Replied-To in Entire Graph:
@_wetalk
@colleenqvist
@vanessaperumal
@doitinpublic
@johnlombela
@thandomasanabo
@smongana
@nazareene

Top Replied-To in G1:
@_wetalk
@colleenqvist
@vanessaperumal
@nazareene
@doitinpublic
@johnlombela
@mphete_kwetli
@lindahmbaisi

Top Replied-To in G2:
@_wetalk
@thediamond_lane
@lindahmbaisi

Top Replied-To in G4:
@_wetalk
@johnlombela
@phemelosegoe
@mpho_mashita
@decksnfloors
@emelelasa
@thandomasanabo

Top Replied-To in G5:
@_wetalk
@tiffanyhoran
@vanessaperumal
@doitinpublic
@ninohendricks
@smongana
@drlifesgud
@emelelasa

Top Replied-To in G6:
@colleenqvist
@madalynsklar
@pokeyluwho

Top Replied-To in G7:
@tiffanyhoran
@_wetalk

Top Replied-To in G9:
@_wetalk
@kojoadonteng
@sovereigngina
@colleenqvist

Top Mentioned
Top Mentioned in Entire Graph:
@_wetalk
@tayooye
@dd_invest
@jkatzaman
@ayobankole
@vanessaperumal
@colleenqvist
@doitinpublic
@nazareene

Top Mentioned in G1:
@_wetalk
@nazareene
@tayooye
@ayobankole
@doitinpublic
@colleenqvist
@vanessaperumal
@jkatzaman

Top Mentioned in G2:
@tayooye
@_wetalk
@lindahmbaisi
@colleenqvist
@thediamond_lane
@airtel_ke

Top Mentioned in G3:
@_wetalk
@dd_invest
@jkatzaman
@johnarmah
@harrisonia
@colleenqvist
@doitinpublic
@imcocomash
@johnlombela
@sizwevcele

Top Mentioned in G4:
@_wetalk
@jkatzaman
@drlifesgud
@johnlombela
@preciousmvulane
@janetmachuka_
@phemelosegoe
@emelelasa
@vanessaperumal
@gadconsulting

Top Mentioned in G5:
@_wetalk
@yvette_aloe
@jkatzaman
@vanessaperumal
@drlifesgud
@doitinpublic
@yalu_sa
@colleenqvist

Top Mentioned in G6:
@pokeyluwho
@madalynsklar
@jkatzaman
@renepower
@darcydeleon
@mindswanppc
@melissa_nel

Top Mentioned in G7:
@vanessaperumal
@_wetalk
@tayooye
@jkatzaman
@youtube
@colleenqvist
@nollyqunta
@africabizradio
@mrworksmarter

Top Mentioned in G8:
@ayobankole
@jkatzaman
@_wetalk
@thediamond_lane
@entrepreneurles
@lindahmbaisi
@vanessaperumal
@yvette_aloe

Top Mentioned in G9:
@mrworksmarter
@_wetalk
@vanessaperumal
@smongana
@harrisonia
@colleenqvist
@kojoadonteng
@jkatzaman
@pabijusthuman

Top Mentioned in G10:

Top Tweeters
Top Tweeters in Entire Graph:
@applesupport
@airtel_ke
@calcaware
@ricardo_ik_ahau
@santchiweb
@tichitsinde
@nomoreslaves
@trippbraden
@jennykim
@buffer

Top Tweeters in G1:
@applesupport
@santchiweb
@entwistletx
@designthinkbot
@hennymaps
@socialgoodstuff
@brainroaring
@digitaltransf11
@google
@nhlanhlanhlapo

Top Tweeters in G2:
@airtel_ke
@tysalihu
@normofe
@owiraowira
@uncle2triplets
@thetruthspindr
@theemmaibekwe
@omorogbeharry
@lankyobserver
@_1and0

Top Tweeters in G3:
@ricardo_ik_ahau
@nomoreslaves
@trippbraden
@buffer
@isocialfanz
@akimarlin
@tolbert_ke
@carol_stephen
@davidpylyp
@thesolowandera

Top Tweeters in G4:
@ewnupdates
@candy_cherriez
@carolndosi
@tendaijoe
@theanswerkarabo
@sowetanlive
@richardmunang
@mr_mcfresh
@ryan_owan_fx
@mashstartup

Top Tweeters in G5:
@calcaware
@tichitsinde
@neli_ngqulana
@mumhanzi
@yvette_aloe
@ptchimusoro
@governmentza
@miss_wydra
@thegoodgirlgene
@not_mo_tweeting

Top Tweeters in G6:
@jennykim
@cleandropmobile
@akwyz
@madalynsklar
@mike_allton
@eggwhisk
@robopulp
@badredheadmedia
@bizapalooza
@nathaliegregg

Top Tweeters in G7:
@ashrafgarda
@dnewman
@pennylebyane
@vanessaperumal
@alyssam_infosec
@youtube
@spotify
@africabizradio
@swazibridge
@siphe_kh

Top Tweeters in G8:
@habukia
@segunr70
@dafumes
@greatnez_
@manlikefisco
@vantage_suite
@ayobankole
@demoske
@lanrezz
@dearkofoworola

Top Tweeters in G9:
@pulybeast
@nana_samk
@_julievera
@dynahndenga
@mudimabiriani
@yhohaishem
@wellingtonchira
@skskksjsk
@gracebbrown
@bettysibeso

Top Tweeters in G10:
@fortivus
@salomonoli
@notriky_
@nqob_star
@mutematemi
@kesamakhaya
@kotedennis
@akeldnok
@247webcasting
@raesibe


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