#entrepreneurship, Twitter, 5/22/2022 7:22:29 AM, 276805


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#entrepreneurship_2022-05-21_23-24-15.xlsx
#entrepreneurship_2022-05-21_23-24-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 22, 2022
Short Description:
#entrepreneurship via NodeXL https://bit.ly/3G8j2ho
@ucloudify
@the__hustlerguy
@ivorypay
@lindagrass0
@ixfiworld
@youcanfoolmost
@dasfintechbot
@brucerosenstein
@technophileajit
@bot_innovation

Top hashtags:
#entrepreneurship
#business
#entrepreneur
#startup

Description:
Description
The graph represents a network of 5,914 Twitter users whose tweets in the requested range contained "#entrepreneurship", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 22 May 2022 at 06:36 UTC.

The requested start date was Sunday, 22 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 14-hour, 18-minute period from Wednesday, 18 May 2022 at 03:07 UTC to Saturday, 21 May 2022 at 17:26 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 : 5914
Unique Edges : 4206
Edges With Duplicates : 9303
Total Edges : 13509
Number of Edge Types : 5
Tweet : 3657
Retweet : 3292
MentionsInRetweet : 4398
Mentions : 2073
Replies to : 89
Self-Loops : 3931
Reciprocated Vertex Pair Ratio : 0.0378237376560462
Reciprocated Edge Ratio : 0.0728904847396768
Connected Components : 1963
Single-Vertex Connected Components : 1157
Maximum Vertices in a Connected Component : 1816
Maximum Edges in a Connected Component : 6139
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.08966
Graph Density : 0.000159281741719823
Modularity : 0.457555
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,914 Twitter users whose tweets in the requested range contained "#entrepreneurship", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 22 May 2022 at 06:36 UTC.

The requested start date was Sunday, 22 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 14-hour, 18-minute period from Wednesday, 18 May 2022 at 03:07 UTC to Saturday, 21 May 2022 at 17:26 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 : #entrepreneurship
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:
[99] https://www.youtube.com/watch?v=M7tP8aE3Tk4&feature=youtu.be

[20] https://lu.ma/Ent-Africa
[16] https://www.visualcapitalist.com/which-country-is-the-cheapest-for-starting-a-business/
[10] https://frannet.com/
[9] https://app.best/download
[8] https://innovation.mit.edu/event/innovation-entrepreneurship-resource-roundup/?utm_medium=socialtwitter&utm_source=mitii&utm_campaign=roundupspring22&utm_content=mitiitwitter
[7] https://lu.ma/HeinRoelfsema-AoV
[5] https://www.fastcompany.com/90753121/3-steps-to-identify-the-most-impactful-companies-to-invest-in?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[5] https://www.fastcompany.com/90753570/wealth-poll-2022-charles-schwab-financial-health?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[5] https://www.actionappointments.co.za/vacancies/diemersfontein/finance-manager

Top URLs in Tweet in G1:
[10] https://frannet.com/
[9] https://app.best/download
[5] https://www.startengine.com:443/honeyfund
[4] https://everydotblack_masterminds.eventbrite.com
[4] https://www.temok.com/blog/alibaba-vs-aliexpress/
[3] https://www.majormovementinc.com/
[3] https://biz.best/
[3] https://biz.best/why-these-vcs-are-investing-in-africa-forbes-under-30-africa.html
[3] https://www.score.org/blog/11-tips-how-handle-challenges-and-overcome-adversity-asian-entrepreneur
[2] https://www.skillscloud.online/purpose-of-entrepreneurship/

Top URLs in Tweet in G2:
[2] https://artmanapparel.com/

Top URLs in Tweet in G3:
[3] https://www.tonyrobbins.com/mind-meaning/how-to-recognize-peoples-patterns/
[2] https://www.amazon.com/Bad-Blood-John-Carreyrou-audiobook/dp/B07BMCMS5L/ref=as_li_ss_tl?crid=80CX72UGVH8A&dchild=1&keywords=startup&qid=1609882507&s=books&sprefix=start,stripbooks-intl-ship,212&sr=1-7&linkCode=sl1&tag=iizuum02-20&linkId=5115e57ec44400bef976fdf99999e57d&language=en_US
[2] https://www.amazon.com/Disciplined-Entrepreneurship-Steps-Successful-Startup/dp/1118692284/ref=as_li_ss_tl?crid=80CX72UGVH8A&dchild=1&keywords=startup&qid=1609882507&s=books&sprefix=start,stripbooks-intl-ship,212&sr=1-9&linkCode=sl1&tag=iizuum02-20&linkId=06df5225b3b5fff8c7aab27564c55379&language=en_US
[2] https://neilpatel.com/blog/outrank-competition/
[1] https://glenmurrayonline.com/socialmediatwitter?utm_source=twitter&utm_medium=social&utm_campaign=makemoneyonlinefast
[1] https://www.inc.com/howard-tullman/the-future-of-entrepreneurship-and-education.html

Top URLs in Tweet in G4:
[99] https://www.youtube.com/watch?v=M7tP8aE3Tk4&feature=youtu.be


Top URLs in Tweet in G5:
[1] https://www.raconteur.net/customer-experience/human-vs-machine-which-for-better-cx/
[1] https://www.raconteur.net/global-business/agile-measure-impact-return-investment/

Top URLs in Tweet in G7:
[1] https://twitter.com/JeffBezos/status/1527003895393812480
[1] https://www.visualcapitalist.com/which-country-is-the-cheapest-for-starting-a-business/
[1] https://wondery.com/shows/how-i-built-this/episode/10386-raising-canes-todd-graves/?utm_source=twitter_ypo&utm_medium=social&utm_term=&utm_content=&utm_campaign=

Top URLs in Tweet in G8:
[15] https://www.visualcapitalist.com/which-country-is-the-cheapest-for-starting-a-business/

Top URLs in Tweet in G9:
[8] https://innovation.mit.edu/event/innovation-entrepreneurship-resource-roundup/?utm_medium=socialtwitter&utm_source=mitii&utm_campaign=roundupspring22&utm_content=mitiitwitter
[2] https://ihq.mit.edu/
[1] https://web.mit.edu/innovation/
[1] https://rebrandly.com/404
[1] https://ihq.mit.edu/innoquest22/
[1] https://innovation.mit.edu/wisdm/
[1] https://innovation.mit.edu/news-updates/events-opportunities/

Top URLs in Tweet in G10:
[1] http://timesofindia.indiatimes.com/articleshow/91527917.cms?utm_source=contentofinterest&utm_medium=text&utm_campaign=cppst
[1] https://inc42.com/features/how-kdem-aims-to-apply-the-bengaluru-recipe-to-emerging-startup-clusters-like-mysuru/
[1] https://www.msins.in:443/
[1] https://thecriticalscript.com/article-details/starting-a-business-what-my-school-didnt-teach-me

Top Domains
Top Domains in Tweet in Entire Graph:
[321] youtube.com
[175] twitter.com
[102] linkedin.com
[88] medium.com
[56] co.za
[53] score.org
[51] libsyn.com
[51] entrepreneur.com
[51] frannet.com
[47] co.uk

Top Domains in Tweet in G1:
[65] youtube.com
[51] twitter.com
[50] linkedin.com
[49] frannet.com
[37] score.org
[33] smallbiztrends.com
[29] forbes.com
[25] libsyn.com
[24] entrepreneur.com
[17] geeknack.com

Top Domains in Tweet in G2:
[7] artmanapparel.com
[4] twitter.com
[3] brucerosenstein.com
[2] bizmerit.com
[1] thriveglobal.com
[1] melaniebenson.com
[1] linkedin.com
[1] thinkmaverick.com

Top Domains in Tweet in G3:
[33] internetbusinessideas-viralmarketing.com
[23] medium.com
[16] score.org
[11] twitter.com
[10] linkedin.com
[9] buffer.com
[9] youtube.com
[8] hootsuite.com
[7] podia.com
[7] newwaygrowth.com

Top Domains in Tweet in G4:
[150] youtube.com
[2] medium.com
[1] buff.ly

Top Domains in Tweet in G5:
[42] gudcapital.com
[18] sifted.eu
[16] raconteur.net
[9] tickettailor.com
[4] aurumind.com
[4] co.nz
[3] starttech.vc
[3] tumblr.com
[2] trimplement.com
[2] twitter.com

Top Domains in Tweet in G6:
[1] ivorypay.io
[1] youtube.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] thebalancesmb.com
[1] cleburnetimesreview.com
[1] visualcapitalist.com
[1] wondery.com

Top Domains in Tweet in G8:
[25] visualcapitalist.com

Top Domains in Tweet in G9:
[30] mit.edu
[6] mightycause.com
[2] youtube.com
[2] bostonglobe.com
[1] rebrandly.com
[1] nysloan.com
[1] nature.com
[1] crunchbase.com
[1] edu.au

Top Domains in Tweet in G10:
[3] inc42.com
[2] gov.in
[1] twitter.com
[1] indiatimes.com
[1] msins.in
[1] thecriticalscript.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5716] entrepreneurship
[1768] business
[1144] entrepreneur
[978] startup
[700] startups
[525] success
[513] innovation
[462] marketing
[430] smallbusiness
[403] motivation



Top Hashtags in Tweet in G1:
[1825] entrepreneurship
[646] business
[451] entrepreneur
[207] startup
[202] success
[181] marketing
[157] startups
[154] businessowner
[152] smallbusiness
[133] motivation

Top Hashtags in Tweet in G2:
[383] entrepreneurship
[56] business
[23] entrepreneur
[22] startup
[20] startups
[14] motivation
[13] quote
[13] entrepreneurs
[11] money
[11] boxing

Top Hashtags in Tweet in G3:
[344] entrepreneurship
[153] success
[138] business
[124] entrepreneur
[111] motivation
[77] startup
[68] marketing
[64] leadership
[64] smallbusiness
[61] digitalmarketing

Top Hashtags in Tweet in G4:
[153] ixfi
[152] cryptocurrency
[150] cryptonews
[150] cryptotrends
[150] equity
[4] investing
[4] entrepreneurship
[3] trading
[3] success
[3] crypto

Top Hashtags in Tweet in G5:
[180] entrepreneurship
[84] business
[76] fintech
[66] startup
[63] entrepreneur
[54] startups
[44] innovation
[39] marketing
[38] tech
[34] smallbiz

Top Hashtags in Tweet in G6:
[3] investing
[3] entrepreneurship
[3] realestate
[2] invest
[1] ivroy
[1] ivry
[1] entrepreneur
[1] stocks
[1] blockchain
[1] crypto

Top Hashtags in Tweet in G7:
[89] entrepreneurship
[45] business
[30] motivation
[21] startup
[13] leadership
[8] xoopah
[8] strategy
[7] smallbusiness
[7] quotes
[7] quoteoftheday

Top Hashtags in Tweet in G8:
[93] entrepreneurship
[91] startup
[91] business
[67] innovation
[66] vc
[66] funding
[4] infographic
[3] motivation

Top Hashtags in Tweet in G9:
[78] entrepreneurship
[65] innovation
[30] mitihq
[8] mit24
[7] founders
[5] synbio
[5] scicomm
[5] innovators
[5] innovationatmit
[5] entrepreneurshipatmit

Top Hashtags in Tweet in G10:
[31] startups
[26] entrepreneurship
[12] karnataka
[4] endeavour_innotech_2022
[3] unparalleled
[3] experience
[2] innovation
[2] investinkarnataka
[2] startupindia
[2] startupindiabulletin

Top Words
Top Words in Tweet in Entire Graph:
[5711] #entrepreneurship
[1770] #business
[1220] business
[1160] #entrepreneur
[979] #startup
[700] #startups
[525] #success
[517] more
[513] #innovation
[463] #marketing

Top Words in Tweet in G1:
[1825] #entrepreneurship
[646] #business
[452] #entrepreneur
[325] business
[207] #startup
[202] #success
[181] #marketing
[169] more
[157] #startups
[154] #businessowner

Top Words in Tweet in G2:
[379] #entrepreneurship
[69] business
[56] #business
[43] people
[37] time
[36] one
[35] start
[35] make
[31] more
[31] life

Top Words in Tweet in G3:
[344] #entrepreneurship
[153] #success
[138] #business
[124] #entrepreneur
[111] #motivation
[77] #startup
[68] #marketing
[64] #leadership
[64] #smallbusiness
[61] #digitalmarketing

Top Words in Tweet in G4:
[169] ixfiworld
[153] #ixfi
[152] #cryptocurrency
[150] xtz
[150] let's
[150] find
[150] together
[150] #cryptonews
[150] #cryptotrends
[150] #equity

Top Words in Tweet in G5:
[180] #entrepreneurship
[84] #business
[76] #fintech
[71] business
[66] #startup
[63] #entrepreneur
[54] #startups
[44] #innovation
[39] #marketing
[38] #tech

Top Words in Tweet in G6:
[114] looking
[114] best
[114] way
[114] receive
[114] crypto
[114] payments
[114] business
[114] around
[114] world
[114] look

Top Words in Tweet in G7:
[104] lindagrass0
[89] #entrepreneurship
[85] infographic
[45] #business
[45] antgrasso
[30] #motivation
[29] journey
[23] entrepreneur
[21] #startup
[21] tips

Top Words in Tweet in G8:
[93] #entrepreneurship
[91] #startup
[91] #business
[89] frronconi
[67] #innovation
[67] hana_elsayyed
[66] start
[66] #vc
[66] #funding
[66] jeroenbartelse

Top Words in Tweet in G9:
[78] #entrepreneurship
[65] #innovation
[38] mit_innovation
[30] #mitihq
[25] mitstudents
[23] meet
[23] learn
[20] more
[19] world
[18] resource

Top Words in Tweet in G10:
[38] govt
[31] #startups
[30] hon
[30] mos
[30] goi_meity
[30] sh
[30] rajeev_goi
[30] underlining
[30] next
[30] wave

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[427] #entrepreneur,#entrepreneurship
[328] #entrepreneurship,#business
[233] #business,#entrepreneurship
[213] #startup,#entrepreneurship
[193] #innovation,#entrepreneurship
[165] #entrepreneurship,#entrepreneur
[158] #business,#entrepreneur
[154] let's,find
[151] xtz,let's
[151] find,together

Top Word Pairs in Tweet in G1:
[203] #entrepreneur,#entrepreneurship
[121] #entrepreneurship,#businessownership
[121] #businessownership,#business
[88] #entrepreneurship,#business
[88] #business,#entrepreneurship
[55] #business,#entrepreneur
[55] #entrepreneurship,#entrepreneur
[51] young,entrepreneurs
[50] schedule,free
[49] more,young

Top Word Pairs in Tweet in G2:
[19] #business,#entrepreneurship
[14] #entrepreneurship,#motivation
[12] successful,business
[12] #startup,#entrepreneurship
[9] need,more
[9] #startups,#entrepreneurship
[9] #entrepreneur,#entrepreneurship
[9] #entrepreneurship,#entrepreneur
[9] #entrepreneurship,#business
[8] #boxingtwitter,card

Top Word Pairs in Tweet in G3:
[40] #entrepreneur,#entrepreneurship
[30] #business,#entrepreneurship
[29] #business,#entrepreneur
[28] #socialmediamarketing,#smm
[26] #motivation,#success
[26] #entrepreneurship,#motivation
[26] #frizemedia,charlesfrize
[24] #digitalmarketing,#startup
[24] #entrepreneurship,#success
[22] #startup,#marketing

Top Word Pairs in Tweet in G4:
[150] xtz,let's
[150] let's,find
[150] find,together
[150] together,#ixfi
[150] #ixfi,#cryptocurrency
[150] #cryptocurrency,#cryptonews
[150] #cryptonews,#cryptotrends
[150] #cryptotrends,#equity
[149] ixfiworld,xtz
[20] newbie,crypto

Top Word Pairs in Tweet in G5:
[37] #business,#startup
[33] #startup,#smallbiz
[32] #smallbiz,#finance
[32] #fintech,#sales
[31] #finance,#entrepreneur
[31] #entrepreneur,#startups
[31] #sales,#marketing
[31] #marketing,#entrepreneurship
[30] #startups,#fintech
[26] exploring,interplay

Top Word Pairs in Tweet in G6:
[114] looking,best
[114] best,way
[114] way,receive
[114] receive,crypto
[114] crypto,payments
[114] payments,business
[114] business,around
[114] around,world
[114] world,look
[114] look,further

Top Word Pairs in Tweet in G7:
[44] infographic,antgrasso
[43] lindagrass0,#entrepreneurship
[40] infographic,lindagrass0
[33] antgrasso,lindagrass0
[29] #entrepreneurship,#business
[20] entrepreneur,infographic
[20] lindagrass0,#motivation
[19] 12,tips
[19] tips,being
[19] being,successful

Top Word Pairs in Tweet in G8:
[91] #startup,#entrepreneurship
[66] start,#startup
[66] #entrepreneurship,#business
[66] #business,#innovation
[66] #innovation,#vc
[66] #vc,#funding
[66] #funding,jeroenbartelse
[66] jeroenbartelse,kalydeoo
[66] kalydeoo,hana_elsayyed
[65] frronconi,start

Top Word Pairs in Tweet in G9:
[58] #innovation,#entrepreneurship
[17] resource,roundup
[15] learn,more
[15] #mitihq,23
[15] #entrepreneurship,resource
[13] roundup,#mitihq
[12] come,#innovation
[11] meet,people
[9] more,rsvp
[8] mitstudents,come

Top Word Pairs in Tweet in G10:
[30] hon,mos
[30] mos,goi_meity
[30] goi_meity,sh
[30] sh,rajeev_goi
[30] rajeev_goi,underlining
[30] underlining,next
[30] next,wave
[30] wave,#startups
[30] #startups,come
[30] come,tier

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ixfiworld
@ivorypay
@frronconi
@lindagrass0
@hana_elsayyed
@jeroenbartelse
@kalydeoo
@akw
@mit
@antgrasso

Top Mentioned in G1:
@zeroplagiarism
@shirleyfrazier
@cannabistest1
@ethiopia_edc
@ross_quintana
@hustlefuse
@normbond
@tota_meso
@plusassociates
@tahum3d

Top Mentioned in G2:
@artmanthegreat
@maddypreneur
@agric_young
@ralphlindy1
@jenialbahrani
@nyavulaneema
@bgirlventures
@thesharkdaymond
@thenivedsolanki
@muna_magan

Top Mentioned in G3:
@charlesfrize
@smmaholic
@pierrehnoud
@sacz2410
@entreprneurship
@buffer
@hootsuite
@seojournal
@robertviney
@adampaynefinslm

Top Mentioned in G4:
@ixfiworld

Top Mentioned in G5:
@globaliqx
@andi_staub
@d
@gudcapital
@onyianyado777
@raconteur
@siftedeu
@sabinevdl
@starttechvc
@lourwana

Top Mentioned in G6:
@ivorypay
@bestsellerbob
@ixfiworld

Top Mentioned in G7:
@lindagrass0
@antgrasso
@abetterinnovat1
@youcanmovemtns
@jeffbezos
@therudingroup
@manukumarjain
@futureourwork
@visualinfortech
@breakfastclubam

Top Mentioned in G8:
@frronconi
@hana_elsayyed
@jeroenbartelse
@kalydeoo
@akw
@visualcap
@lindagrass0
@kanezadiane
@akwyz
@shi4tech

Top Mentioned in G9:
@mit
@mit_innovation
@mitstudents
@harvard
@freddytn
@harvardhbs
@hbsrock
@mitsloan
@solvemit
@igemepic

Top Mentioned in G10:
@goi_meity
@rajeev_goi
@arvindtw
@investkarnataka
@startupindia
@kiet_edu
@ktechih
@niranimurugesh
@acsic_gok
@commindustries

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@dichristine
@marshawright
@chidambara09
@xaelbot
@codedailybot
@charlesfrize
@jude_mugabi
@cybersecurityn8
@glasgow_watch

Top Tweeters in G1:
@cmwealth
@monabadah
@sramana
@gfaccord
@money_personal
@tv9kannada
@wishtoretire
@1mby1m
@workathomemikem
@davidndana

Top Tweeters in G2:
@mentalhealthbo5
@ucloudify
@patriciasinglet
@sokoanalyst
@nba
@wallybock
@coachrichperry
@usnews
@botforequality
@fintaxbot

Top Tweeters in G3:
@charlesfrize
@dynamicfrize
@ageless_2u
@myfoodfantasy69
@argyllseaglass
@buffer
@topgovtgrant
@blogging__guide
@socialmedia2day
@bubbles4tw

Top Tweeters in G4:
@fintechna
@ennomnom
@rennatinhapires
@lucissilva21
@raquelita180_20
@ethan_laurent87
@andresg05278127
@surser4855
@mariamarmorhu
@paulojunay96

Top Tweeters in G5:
@dataaugmented
@slimchick1900
@education_24x7
@ssxman2
@bot_innovation
@designthinkbot
@mediapython
@spirosmargaris
@kevinaudigier
@jblefevre60

Top Tweeters in G6:
@youcanfoolmost
@cypher33450092
@hakimuzzamanw
@briyanaditya101
@businesmahabur
@bestsellerbob
@jasmin48692715
@businesstuhin23
@genta_aaa
@soheilysina

Top Tweeters in G7:
@smilenewa
@cwindley
@npr
@junjudapi
@therudingroup
@manjughiremath
@breakfastclubam
@adityagoraksha2
@monaripeterj
@hajer_alqassimi

Top Tweeters in G8:
@biofares
@micheleangelo13
@xzpwedvhhh37i3c
@akwyz
@shi4tech
@adeyemoadekunl2
@fabriziobustama
@drnewbold
@ccprakay
@jaguilam2003

Top Tweeters in G9:
@tarundsnaol
@bostonglobe
@projektxpand
@b0tsci
@e_nterdiscipl
@harvard
@jayaisales
@peri__ayla
@harvardchansph
@mitsloan

Top Tweeters in G10:
@shrikant_stpib
@nashik_feed
@inc42
@r_shankar_gowda
@rajeev_goi
@rramkumar1976
@karnatakacom
@sidd_raii
@stpiindia
@bhaweshkj