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#BizHeroes_2020-05-22_22-13-48.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 23, 2020
Short Description:
#BizHeroes via NodeXL https://bit.ly/2LUOMLH
@paper_li
@zalkab
@buzzindigital
@dikayodata
@getchipbot
@madalynsklar
@b2the7
@joanarssousa
@vrajshahspeaks
@semrush

Top hashtags:
#bizheroes
#twittersmarter
#emailhour
#twitterchat
#smechat
#personalbrand
#tacochat

Description:
Description
The graph represents a network of 82 Twitter users whose tweets in the requested range contained "#BizHeroes", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 23 May 2020 at 05:14 UTC.

The requested start date was Saturday, 23 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 79-day, 12-hour, 34-minute period from Monday, 02 March 2020 at 18:53 UTC to Thursday, 21 May 2020 at 07:27 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 : 82
Unique Edges : 110
Edges With Duplicates : 853
Total Edges : 963
Number of Edge Types : 5
MentionsInRetweet : 205
Mentions : 295
Replies to : 226
Tweet : 93
Retweet : 144
Self-Loops : 93
Reciprocated Vertex Pair Ratio : 0.272727272727273
Reciprocated Edge Ratio : 0.428571428571429
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 80
Maximum Edges in a Connected Component : 960
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.656045
Graph Density : 0.031616982836495
Modularity : 0.105135
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 82 Twitter users whose tweets in the requested range contained "#BizHeroes", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 23 May 2020 at 05:14 UTC.

The requested start date was Saturday, 23 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 79-day, 12-hour, 34-minute period from Monday, 02 March 2020 at 18:53 UTC to Thursday, 21 May 2020 at 07:27 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 : #BizHeroes
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:
[19] http://sayyay.us/sayyaychats/!BizHeroes
[19] Chat
[19] with
[19] @paper_li
[4] http://Q6.How
[3] https://blog.paper.li/2020/03/30/make-the-most-out-of-your-content-for-your-personal-brand/
[2] https://instagram.com/stories/paperl
[2] http://tweetedtimes.com/#!/skcongresos
[1] https://twitter.com/i/web/status/1255208134118903809
[1] https://twitter.com/i/web/status/1255383603191656448

Top URLs in Tweet in G1:
[19] http://sayyay.us/sayyaychats/!BizHeroes
[19] Chat
[19] with
[19] @paper_li
[3] http://Q6.How
[2] https://instagram.com/stories/paperl
[1] https://twitter.com/i/web/status/1237733017239670785
[1] https://twitter.com/i/web/status/1242358917507813376
[1] https://twitter.com/i/web/status/1242511501400907777
[1] https://twitter.com/i/web/status/1242511748575289347

Top URLs in Tweet in G2:
[2] http://tweetedtimes.com/#!/skcongresos
[1] https://twitter.com/i/web/status/1242514697917734914
[1] https://twitter.com/i/web/status/1242516404248682499
[1] https://twitter.com/i/web/status/1242516969569562624
[1] https://twitter.com/i/web/status/1242517895592185859
[1] https://twitter.com/i/web/status/1242519936578334720
[1] https://twitter.com/i/web/status/1242521365204340737
[1] https://twitter.com/i/web/status/1242523321675198467
[1] https://twitter.com/i/web/status/1242524870086397952
[1] https://twitter.com/i/web/status/1242527765750001664

Top URLs in Tweet in G3:
[1] https://twitter.com/BuzzinDigital/status/1256560230407774210
[1] https://twitter.com/i/web/status/1242513010234732545
[1] https://twitter.com/i/web/status/1242514846593228801
[1] https://twitter.com/i/web/status/1242516083162206210
[1] https://twitter.com/i/web/status/1242516905778466819
[1] https://twitter.com/i/web/status/1242519684379029504
[1] https://twitter.com/i/web/status/1242520473713377281
[1] https://twitter.com/i/web/status/1242522365868879872
[1] https://twitter.com/i/web/status/1242527983950352384
[1] https://twitter.com/i/web/status/1247140264327688192

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1255197608408211456
[1] https://twitter.com/i/web/status/1255212161179271170
[1] https://twitter.com/i/web/status/1255212583046578177
[1] https://twitter.com/i/web/status/1255199142286163969
[1] https://twitter.com/i/web/status/1255201610655059968
[1] https://twitter.com/i/web/status/1255203997436252162
[1] https://twitter.com/i/web/status/1255204186565890048
[1] https://twitter.com/i/web/status/1255205952292294661
[1] https://twitter.com/i/web/status/1255207397645320199
[1] https://twitter.com/i/web/status/1255207832862982157

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1242523418941108226
[1] https://twitter.com/i/web/status/1242518753138663424
[1] https://twitter.com/i/web/status/1242519112808574976
[1] https://twitter.com/i/web/status/1242519944954359808
[1] https://twitter.com/i/web/status/1242520450191839234
[1] https://twitter.com/i/web/status/1242523218570891265
[1] https://twitter.com/i/web/status/1242523732142366721
[1] https://twitter.com/i/web/status/1242524643728162817
[1] https://twitter.com/i/web/status/1242525965898653696
[1] https://twitter.com/i/web/status/1242526910019747842

Top URLs in Tweet in G6:
[2] https://blog.paper.li/2020/03/30/make-the-most-out-of-your-content-for-your-personal-brand/
[1] https://twitter.com/i/web/status/1242516161897680898
[1] https://twitter.com/i/web/status/1242516814506196992
[1] https://twitter.com/i/web/status/1242517132153425927
[1] https://twitter.com/i/web/status/1242517578955788290
[1] https://twitter.com/i/web/status/1242518491455983617
[1] https://twitter.com/i/web/status/1242518968763547649
[1] https://twitter.com/i/web/status/1242519949459030023
[1] https://twitter.com/i/web/status/1242523526537543684
[1] https://twitter.com/i/web/status/1242523831744503808

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1253225718517030913

Top URLs in Tweet in G8:
[1] https://iconohash.com:443/BizHeroes/2020-04-28
[1] https://twitter.com/i/web/status/1262757556813889539

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[256] bizheroes
[7] twittersmarter
[7] emailhour
[7] twitterchat
[7] smechat
[7] personalbrand
[6] tacochat
[5] qchat
[5] stagechat
[5] solobizchat



Top Hashtags in Tweet in G1:
[79] bizheroes
[3] personalbrand
[3] contentchat
[3] cmworld
[3] tacochat
[2] insta
[2] brandchat
[2] smerushchat
[2] smechat
[2] winniesun

Top Hashtags in Tweet in G2:
[45] bizheroes
[2] entrepreneurship
[1] personalbranding
[1] kpis
[1] personalbrand

Top Hashtags in Tweet in G3:
[11] bizheroes
[5] twitterchat
[5] smechat
[5] emailhour
[1] twittersmarter
[1] tacochat
[1] semrushchat
[1] vidchat
[1] atomicon20
[1] buzzin

Top Hashtags in Tweet in G4:
[56] bizheroes
[5] qchat
[5] stagechat
[5] solobizchat
[5] bizapaloozachat
[5] twittersmarter
[1] atomicon21
[1] emailhour

Top Hashtags in Tweet in G5:
[10] bizheroes
[1] datafemme
[1] diversityandinclusion
[1] dataeveryone
[1] datascience

Top Hashtags in Tweet in G6:
[52] bizheroes
[3] content
[3] personalbrand
[2] inspiration
[2] hope
[1] datascience
[1] twitter
[1] socialmedia

Top Hashtags in Tweet in G7:
[4] twitterchats
[4] semrushchat

Top Hashtags in Tweet in G8:
[3] bizheroes
[2] twitterchat
[2] carechat
[2] trlt
[2] tacochat
[2] investigatechat
[1] greenwichhour
[1] worklifechat
[1] axschat
[1] raganchat

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[79] #bizheroes
[72] paper_li
[36] zalkab
[36] content
[28] chat
[21] goals
[19] joanarssousa
[19] days
[19] until
[19] gosayyay

Top Words in Tweet in G2:
[44] #bizheroes
[43] paper_li
[15] joanarssousa
[14] think
[14] robandkennedy
[11] goals
[11] getchipbot
[11] zalkab
[11] great
[10] content

Top Words in Tweet in G3:
[24] paper_li
[11] #bizheroes
[6] buzzindigital
[5] calling
[5] #twitterchat
[5] friends
[5] help
[5] curlyclay
[5] spread
[5] word

Top Words in Tweet in G4:
[70] paper_li
[56] #bizheroes
[32] zalkab
[18] getchipbot
[14] time
[14] joanarssousa
[11] love
[11] robandkennedy
[9] goals
[8] think

Top Words in Tweet in G5:
[10] #bizheroes
[6] content
[5] twitter
[4] always
[3] way
[3] lot
[2] clients
[2] tutorials
[2] make
[2] statement

Top Words in Tweet in G6:
[68] paper_li
[52] #bizheroes
[32] content
[24] zalkab
[17] dikayodata
[13] see
[12] more
[10] sabrinacadini
[10] joanarssousa
[9] a2

Top Words in Tweet in G7:
[4] talk
[4] attending
[4] #twitterchats
[4] call
[4] self
[4] marketer
[4] #semrushchat
[4] semrush
[3] vrajshahspeaks
[3] #bh

Top Words in Tweet in G8:
[6] 2pm
[4] 1pm
[4] 3pm
[3] #bizheroes
[2] tuesday
[2] #twitterchat
[2] list
[2] #2
[2] #carechat
[2] #trlt

Top Word Pairs
Top Word Pairs in Tweet in G2:
[19] joanarssousa,paper_li
[19] raj_chander,paper_li
[19] entérate,paper_li
[19] move,forward
[10] paper_li,think
[9] today's,twitter
[9] twitter,chats
[8] chats,april
[7] april,28
[7] 28,#bizheroes

Top Word Pairs in Tweet in G3:
[12] calling,#twitterchat
[7] #twitterchat,friends
[6] friends,help
[4] help,curlyclay
[3] curlyclay,spread
[3] spread,word
[3] word,please
[3] #smechat,#emailhour
[3] please,š
[3] š,#smechat

Top Word Pairs in Tweet in G4:
[5] joanarssousa,paper_li
[5] getchipbot,paper_li
[5] zalkab,paper_li
[5] robandkennedy,paper_li
[5] fave,tweet
[5] tweet,chats
[5] chats,#qchat
[5] #qchat,#stagechat
[4] #stagechat,#bizheroes
[4] #bizheroes,#solobizchat

Top Word Pairs in Tweet in G5:

Top Word Pairs in Tweet in G6:
[] paper_li,a2
[] paper_li,thank
[] zalkab,paper_li
[] getchipbot,paper_li
[] paper_li,a7
[] paper_li,a1
[] paper_li,a5
[] hi,hi
[] joanarssousa,paper_li
[] sabrinacadini,dikayodata

Top Word Pairs in Tweet in G7:
[6] talk,attending
[5] attending,#twitterchats
[5] #twitterchats,call
[4] call,self
[4] self,marketer
[4] marketer,#semrushchat
[4] #semrushchat,semrush
[4] vrajshahspeaks,talk
[4] semrush,#bh

Top Word Pairs in Tweet in G8:
[4] tuesday,#twitterchat
[4] #twitterchat,list
[4] list,#2
[4] #2,#carechat
[4] #carechat,1pm
[4] 1pm,#trlt
[4] #trlt,1pm
[3] 1pm,#bizheroes
[3] #bizheroes,2pm
[] 2pm,#tacochat

Top Replied-To
Top Replied-To in Entire Graph:
@paper_li
@zalkab
@robandkennedy
@getchipbot
@joanarssousa
@raj_chander
@dikayodata
@buzzindigital
@sabrinacadini
@kathrynclang

Top Replied-To in G1:
@paper_li
@zalkab
@buzzindigital
@robandkennedy
@getchipbot
@sabrinacadini
@bootifulartd
@wanderlustgirl_
@joanarssousa
@raj_chander

Top Replied-To in G2:
@robandkennedy
@joanarssousa
@getchipbot
@raj_chander
@paper_li
@kathrynclang
@sabrinacadini
@buzzindigital
@magdaatq
@squadhelp

Top Replied-To in G3:
@paper_li
@zalkab

Top Replied-To in G4:
@zalkab
@paper_li
@joanarssousa
@getchipbot
@robandkennedy
@raj_chander
@kathrynclang
@dikayodata

Top Replied-To in G5:
@sabrinacadini
@squarespace
@anthilemoon

Top Replied-To in G6:
@paper_li
@zalkab
@getchipbot
@dikayodata
@sabrinacadini
@robandkennedy
@joanarssousa
@twoheadsc
@buzzindigital
@kathrynclang

Top Mentioned
Top Mentioned in Entire Graph:
@paper_li
@zalkab
@joanarssousa
@buzzindigital
@robandkennedy
@dikayodata
@gosayyay
@getchipbot
@kathrynclang
@sabrinacadini

Top Mentioned in G1:
@paper_li
@zalkab
@gosayyay
@joanarssousa
@robandkennedy
@buzzindigital
@getchipbot
@b2the7
@kathrynclang
@dikayodata

Top Mentioned in G2:
@paper_li
@zalkab
@magdaatq
@joanarssousa
@getchipbot
@buzzindigital
@raj_chander
@serpstat
@robandkennedy
@clockify

Top Mentioned in G3:
@paper_li
@buzzindigital
@curlyclay
@andrewandpete
@b2the7
@zalkab
@jencoleict
@smexaminer
@gowiththeprouk
@stonehampress

Top Mentioned in G4:
@paper_li
@zalkab
@getchipbot
@madalynsklar
@robandkennedy
@dikayodata
@joanarssousa
@rob
@buzzindigital
@sabrinacadini

Top Mentioned in G5:
@mdancho84
@nerdnomadmom
@zendolldata
@daniebrant
@kellyagonsalves
@bouzoulay

Top Mentioned in G6:
@paper_li
@zalkab
@dikayodata
@sabrinacadini
@joanarssousa
@buzzindigital
@kathrynclang
@squadhelp
@b2the7
@ckyli

Top Mentioned in G7:
@semrush
@vrajshahspeaks

Top Tweeters
Top Tweeters in Entire Graph:
@pekkapuhakka
@henne38
@joanarssousa
@jennykim
@madalynsklar
@semrush
@maykingtea
@holydalek
@cmicontent
@sproutsocial

Top Tweeters in G1:
@pekkapuhakka
@henne38
@holydalek
@cardozagab
@paper_li
@danilonietoy
@pattybiancacci
@sayyaychats
@b2the7
@greenrope

Top Tweeters in G2:
@cmicontent
@sproutsocial
@zalkab
@angelamelo1
@expwriters
@bluehost
@nunziopresta
@skcongresos
@serpstat
@maria_discovery

Top Tweeters in G3:
@maykingtea
@smexaminer
@stonehampress
@qtttutors
@andrewandpete
@jencoleict
@mllnnlmotivator
@sunnylenarduzzi
@adobepremiere
@lpearmanphotos

Top Tweeters in G4:
@jennykim
@madalynsklar
@bizapalooza
@ryanthompson
@robandkennedy
@getchipbot
@raj_chander
@rob
@clockify
@getreclaro

Top Tweeters in G5:
@nerdnomadmom
@dikayodata
@squarespace
@anthilemoon
@zendolldata
@daniebrant
@kellyagonsalves
@mdancho84
@bouzoulay

Top Tweeters in G6:
@joanarssousa
@wanderlustgirl_
@sabrinacadini
@kathrynclang
@darcydeleon
@squadhelp
@ckyli
@twoheadsc

Top Tweeters in G7:
@semrush
@kofigramm
@warmurd
@vrajshahspeaks
@theonlymyrrha

Top Tweeters in G8:
@iconohash
@pokeyluwho


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