#StartupGrind, Twitter, 2/13/2020 3:10:16 PM, 221065


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#StartupGrind_2020-02-13_06-58-13.xlsx
#StartupGrind_2020-02-13_06-58-13.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 13, 2020
Short Description:
#StartupGrind via NodeXL http://bit.ly/2w6No3N
@startupgrind
@jewelmelanie
@econoahmad
@mikeschiemer
@codervj
@inspireu_stc
@zappos
@thumbraise
@femtech_
@myfiscalfitness

Top hashtags:
#startupgrind
#startup
#startuplife
#sgglobal
#entrepreneur
#entrepreneurship

Description:
Description
The graph represents a network of 907 Twitter users whose recent tweets contained "#StartupGrind", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 13 February 2020 at 14:59 UTC.

The tweets in the network were tweeted over the 8-day, 6-hour, 55-minute period from Wednesday, 05 February 2020 at 08:00 UTC to Thursday, 13 February 2020 at 14:56 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 : 907
Unique Edges : 1042
Edges With Duplicates : 582
Total Edges : 1624
Number of Edge Types : 5
Mentions : 416
Tweet : 371
MentionsInRetweet : 412
Retweet : 391
Replies to : 34
Self-Loops : 383
Reciprocated Vertex Pair Ratio : 0.0161779575328615
Reciprocated Edge Ratio : 0.0318407960199005
Connected Components : 189
Single-Vertex Connected Components : 105
Maximum Vertices in a Connected Component : 481
Maximum Edges in a Connected Component : 953
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.306035
Graph Density : 0.00122301160218171
Modularity : 0.596001
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 907 Twitter users whose recent tweets contained "#StartupGrind", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 13 February 2020 at 14:59 UTC.

The tweets in the network were tweeted over the 8-day, 6-hour, 55-minute period from Wednesday, 05 February 2020 at 08:00 UTC to Thursday, 13 February 2020 at 14:56 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 : TwitterSearch
Graph Term : #StartupGrind
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:
[37] https://www.myfrugalbusiness.com/2019/11/famous-entrepreneurs-who-didnt-give-up.html
[23] https://www.myfrugalbusiness.com/2020/02/checklist-startup-ceo.html
[22] https://www.myfrugalbusiness.com/2020/02/startup-ideas-you-need-to-abandon-immediately.html
[19] https://www.myfrugalbusiness.com/2020/01/top-small-business-ideas-new-startups.html
[17] https://www.linkedin.com/pulse/4-money-mistakes-entrepreneurs-make-7-simple-fixes-perdue-johnson/
[17] https://www.myfrugalbusiness.com/2019/06/cheapest-businesses-to-start-with-1k-dollars.html
[7] https://live.startupgrind.com/
[7] https://calendly.com/startupgenesis/30call/
[5] https://www.startupgrind.com/conference/
[4] https://www.businessloans.ie/

Top URLs in Tweet in G1:
[5] https://www.startupgrind.com/conference/
[3] https://hihello.me/
[2] https://twitter.com/pokergirlha/status/1224724679924961280
[2] https://live.startupgrind.com/
[2] https://www.mindbowser.com/usa-meetup-2020/
[1] https://medium.com/startup-grind/q-a-with-zuper-winner-of-best-grind-startup-at-startup-grinds-2019-europe-conference-624ddb103224?utm_content=buffer8390f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://start-up.ro/mada-seghete-realitatea-augmentata-va-fi-tehnologia-anului-2020/
[1] https://twitter.com/hihello/status/1227383323481313280
[1] https://www.startupgrind.com/conference/#Partners
[1] https://www.startupgrind.com/events/details/startup-grind-berlin-presents-fireside-chat-with-mali-baum-ceo-of-wlounge-magda-group-imamagda-movement/

Top URLs in Tweet in G2:
[1] https://www.gulf-times.com/story/655145
[1] https://thepeninsulaqatar.com/article/06/02/2020/Startup-Grind-Doha-to-showcase-local-startups-in-Silicon-Valley
[1] https://www.qatarday.com/news/business/startup-grind-doha-to-showcase-local-startups-in-silicon-valley/69915
[1] https://biztrek.com/7-deadly-sins-that-are-killing-startups
[1] https://mlsp.co/l7939
[1] https://www.pixzapp.com/
[1] https://www.sportsmonks.com/football/sports-start-ups-in-qatar-building-upto-fifa-world-cup-2022/
[1] https://www.startupgrind.com/events/details/startup-grind-columbia-md-presents-were-hosting-wendy-moomaw-executive-director-of-conscious-capitalism-central-md/#/
[1] https://www.lever.co/startup-grind-demo/?utm_medium=social_organic&utm_source=twitter&utm_campaign=startup_grind
[1] https://www.targetable.com/blog/targetable-clears-the-bar-for-prestigious-startup-grind-accelerate?utm_campaign=BlogPosts&utm_content=115850753&utm_medium=social&utm_source=twitter&hss_channel=tw-1099039716576350213

Top URLs in Tweet in G3:
[1] https://www.eventbrite.com/e/we-tha-plug-pan-african-latinx-meetup-discussion-tickets-93011049553?aff=eand
[1] https://www.pscp.tv/w/cRNd7zM2MTI1ODd8MUJkR1lRQnFvT1hHWGvy9ZwqMItPZ4Bo5UurHnZieHBVynGnqzdRUFZ9t6eP

Top URLs in Tweet in G4:
[3] https://quin.seedrs.com/?utm_source=Twitter&utm_medium=Post&utm_campaign=Crowdfunding%20Pre-Reg
[2] https://www.startupgrind.com/conference
[2] https://firstclasscoders.co.uk/
[1] https://live.startupgrind.com/
[1] https://twitter.com/StartupGrind/status/1227274841683890176
[1] https://twitter.com/StartupGrind/status/1225839691817193472
[1] https://www.swarmapp.com/c/cO1kNN2flv4
[1] https://www.instagram.com/p/B8cGIyBg1HP/?igshid=16noijir6nzyy
[1] https://www.instagram.com/p/B8cH50TACOa/?igshid=ddqnpzk60erm
[1] https://www.instagram.com/p/B8canrEgcl2/?igshid=1bzo5we8xiiw5

Top URLs in Tweet in G5:
[37] https://www.myfrugalbusiness.com/2019/11/famous-entrepreneurs-who-didnt-give-up.html
[22] https://www.myfrugalbusiness.com/2020/02/startup-ideas-you-need-to-abandon-immediately.html
[22] https://www.myfrugalbusiness.com/2020/02/checklist-startup-ceo.html
[19] https://www.myfrugalbusiness.com/2020/01/top-small-business-ideas-new-startups.html
[17] https://www.myfrugalbusiness.com/2019/06/cheapest-businesses-to-start-with-1k-dollars.html

Top URLs in Tweet in G7:
[1] https://www.myfrugalbusiness.com/2020/02/checklist-startup-ceo.html
[1] https://www.plantanapp.com/blog/article/It%27s-official-Plant-an-App-is-part-of-the-500-Startups-family
[1] https://www.plantanapp.com/blog/article/Meet-Plant-an-App-at-Startup-Grind-Global-2020

Top URLs in Tweet in G8:
[2] https://twitter.com/InspireU_STC/status/1226915553509441536

Top URLs in Tweet in G10:
[1] https://twitter.com/JRSims1/status/1227395160280989696

Top Domains
Top Domains in Tweet in Entire Graph:
[118] myfrugalbusiness.com
[31] twitter.com
[28] linkedin.com
[24] startupgrind.com
[18] instagram.com
[16] startuparound.com
[7] calendly.com
[6] t.co
[6] youtube.com
[4] businessloans.ie

Top Domains in Tweet in G1:
[10] startupgrind.com
[5] twitter.com
[3] hihello.me
[3] facebook.com
[2] medium.com
[2] mindbowser.com
[2] instagram.com
[2] linkedin.com
[1] start-up.ro
[1] boostedboards.com

Top Domains in Tweet in G2:
[7] instagram.com
[7] twitter.com
[6] startupgrind.com
[6] t.co
[4] linkedin.com
[1] gulf-times.com
[1] thepeninsulaqatar.com
[1] qatarday.com
[1] biztrek.com
[1] mlsp.co

Top Domains in Tweet in G3:
[1] eventbrite.com
[1] pscp.tv

Top Domains in Tweet in G4:
[3] startupgrind.com
[3] twitter.com
[3] seedrs.com
[3] instagram.com
[2] co.uk
[1] swarmapp.com

Top Domains in Tweet in G5:
[117] myfrugalbusiness.com

Top Domains in Tweet in G7:
[2] plantanapp.com
[1] myfrugalbusiness.com

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

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[796] startupgrind
[225] startup
[164] startuplife
[156] sgglobal
[118] entrepreneur
[101] entrepreneurship
[91] startups
[86] startupweekend
[54] quote
[51] kickstarter



Top Hashtags in Tweet in G1:
[113] startupgrind
[58] sgglobal
[18] siliconvalley
[15] startup
[15] global2020
[9] startupgrind2020
[7] accelerate
[6] sgglobal2020
[5] tech
[5] futureofwork

Top Hashtags in Tweet in G2:
[143] startupgrind
[18] startup
[17] sgglobal
[17] startuplife
[16] startupgenesis
[11] entrepreneur
[10] startups
[9] success
[8] startupweekend
[8] wisdom

Top Hashtags in Tweet in G3:
[4] startupgrind
[1] blackhistorymonth
[1] overweb

Top Hashtags in Tweet in G4:
[44] startupgrind
[20] startupgrindabv
[20] abuja
[18] sgglobal
[6] 100daysofcode
[6] angular
[5] womenintech
[4] startuplife
[3] day2
[2] startups

Top Hashtags in Tweet in G5:
[67] startup
[43] newbusiness
[41] entrepreneur
[40] entrepreneurship
[37] success
[37] startups
[24] founder
[22] fail
[22] failed
[22] failure

Top Hashtags in Tweet in G6:
[29] startupgrind

Top Hashtags in Tweet in G7:
[14] startupgrind
[9] startups
[9] startuplife
[7] startup
[5] entrepreneur
[5] entrepreneurship
[5] marketing
[4] lowcode
[4] smallbusiness
[4] success

Top Hashtags in Tweet in G8:
[17] startupgrind
[12] مسرعة_انسبايريو
[3] رحلة_انسبايريو
[2] sgglobal
[2] siliconvalley
[1] سنابي
[1] رحلة_انسبايرو
[1] رواد_الاعمال

Top Hashtags in Tweet in G9:
[1] houtech
[1] houstonstartups
[1] fiworldwide
[1] startupgrind

Top Hashtags in Tweet in G10:
[10] startupgrind
[1] vr

Top Words
Top Words in Tweet in Entire Graph:
[1293] Words in Sentiment List#1: Positive
[367] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[29233] Non-categorized Words
[30893] Total Words
[1215] #startupgrind
[282] #startup
[278] startup
[236] #startuplife
[215] day

Top Words in Tweet in G1:
[179] #startupgrind
[112] startupgrind
[80] #sgglobal
[54] conference
[44] startup
[39] #siliconvalley
[37] founder
[36] more
[34] global
[32] 2020

Top Words in Tweet in G2:
[142] #startupgrind
[28] startup
[23] grind
[19] 2020
[18] #startup
[17] #sgglobal
[17] #startuplife
[16] #startupgenesis
[15] startupgrind
[12] global

Top Words in Tweet in G3:
[137] outside
[136] atlanta
[71] #startupgrind
[69] silicon
[69] valley
[69] startups
[68] raise
[68] hand
[68] startup
[68] based

Top Words in Tweet in G4:
[82] #startupgrind
[30] startupgrindabv
[26] #sgglobal
[26] #womenintech
[23] register
[22] #tech
[21] tomorrow
[20] #startupgrindabv
[20] happening
[20] enspire

Top Words in Tweet in G5:
[121] #startupgrind
[84] #startup
[74] #entrepreneur
[63] #startups
[59] #founder
[59] #startuplife
[58] #newbusiness
[58] #smallbusiness
[56] #entrepreneurship
[44] startup

Top Words in Tweet in G6:
[29] hi
[29] pitched
[29] startup
[29] today
[29] #startupgrind
[29] silicon
[29] valley
[29] müd
[29] leveraging
[29] ai

Top Words in Tweet in G7:
[23] #startupgrind
[17] #startups
[12] #startuplife
[10] startup
[9] #lowcode
[8] #startup
[7] #techstartup
[7] #nocode
[6] #smallbusiness
[6] #marketing

Top Words in Tweet in G8:
[34] الله
[31] #startupgrind
[31] الشركات
[27] مع
[27] بعض
[24] الى
[22] هناك
[20] و
[18] من
[16] في

Top Words in Tweet in G9:
[2] establishedus
[2] foundersbeta
[2] startupofyear
[2] atxstartupscene
[2] start_co
[2] startupchamps
[2] longhornstartup
[2] heads
[2] #houtech
[2] #houstonstartups

Top Words in Tweet in G10:
[26] meetup
[22] #startupgrind
[15] ceo
[13] shared
[13] groups
[13] drive
[13] over
[13] 30
[13] total
[13] rsvps

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[149] silicon,valley
[130] #startuplife,#startupgrind
[105] each,day
[78] #startupgrind,#startuplife
[76] outside,silicon
[75] #startupgrind,today
[74] startup,based
[72] time,#startupgrind
[70] raise,hand
[70] hand,startup

Top Word Pairs in Tweet in G1:
[21] silicon,valley
[18] 11,12
[17] looking,forward
[16] #startupgrind,#sgglobal
[16] startup,grind
[16] redwood,city
[16] #startupgrind,#siliconvalley
[15] startupgrind,#startupgrind
[14] #sgglobal,#startupgrind
[13] co,founder

Top Word Pairs in Tweet in G2:
[20] startup,grind
[9] #startuplife,#startupgrind
[8] grind,global
[8] another,chance
[8] chance,fight
[8] fight,believe
[8] believe,#startupgrind
[8] #startupgrind,#startuplife
[8] #startuplife,#startupweekend
[8] #startupweekend,#startupgenesis

Top Word Pairs in Tweet in G3:
[69] outside,silicon
[69] silicon,valley
[68] raise,hand
[68] hand,startup
[68] startup,based
[68] based,outside
[68] valley,nice
[68] nice,time
[68] time,#startupgrind
[68] #startupgrind,today

Top Word Pairs in Tweet in G4:
[20] #startupgrindabv,happening
[20] happening,tomorrow
[20] tomorrow,enspire
[20] enspire,register
[20] register,attend
[20] attend,startupgrindabv
[20] startupgrindabv,chiomachuka
[20] chiomachuka,techherng
[20] techherng,#abuja
[20] #abuja,#nigeria

Top Word Pairs in Tweet in G5:
[59] #startupgrind,#startuplife
[44] #startups,#startupgrind
[37] famous,entrepreneurs
[37] #entrepreneur,#entrepreneurship
[37] #entrepreneurship,#success
[37] #success,#successful
[37] #successful,#winning
[37] #winning,#winningtips
[37] #winningtips,#successtrain
[37] #successtrain,#startupgrind

Top Word Pairs in Tweet in G6:
[29] hi,pitched
[29] pitched,startup
[29] startup,today
[29] today,#startupgrind
[29] #startupgrind,silicon
[29] silicon,valley
[29] valley,müd
[29] müd,leveraging
[29] leveraging,ai
[29] ai,simplify

Top Word Pairs in Tweet in G7:
[6] #startupgrind,#lowcode
[5] #entrepreneur,#entrepreneurship
[5] #smallbusiness,#success
[5] #success,#startuplife
[5] #startuplife,#startups
[5] #startups,#motivation
[5] grind,global
[5] #lowcode,#nocode
[4] #startupgrind,#startuplife
[4] longer,secret

Top Word Pairs in Tweet in G8:
[14] مع,بعض
[13] لزيارة,بعض
[13] بعض,الشركات
[12] اسعد,الله
[12] الله,صباحكم
[12] صباحكم,متوجه
[12] متوجه,الان
[12] الان,مع
[12] مع,زملائي
[12] زملائي,مؤسسي

Top Word Pairs in Tweet in G9:
[2] establishedus,foundersbeta
[2] foundersbeta,startupofyear
[2] startupofyear,atxstartupscene
[2] atxstartupscene,start_co
[2] start_co,startupchamps
[2] startupchamps,longhornstartup
[2] longhornstartup,heads
[2] heads,#houtech
[2] #houtech,#houstonstartups
[2] #houstonstartups,#fiworldwide

Top Word Pairs in Tweet in G10:
[13] meetup,ceo
[13] ceo,shared
[13] shared,meetup
[13] meetup,groups
[13] groups,drive
[13] drive,over
[13] over,30
[13] 30,total
[13] total,rsvps
[13] rsvps,reminder

Top Replied-To
Top Replied-To in Entire Graph:
@startupgrind
@its_me_ajb
@rubbish_love
@zuperbank
@axdraft
@realjaywilliams
@derekjandersen
@scottbelsky
@establishedus
@iam_preethi

Top Replied-To in G1:
@zuperbank
@startupgrind
@realjaywilliams
@rebeccaalvarezs

Top Replied-To in G3:
@jewelmelanie

Top Replied-To in G4:
@startupgrind
@axdraft
@derekjandersen
@scottbelsky
@renttherunway
@realjaywilliams
@justinkan
@davidsacks

Top Replied-To in G9:
@establishedus

Top Mentioned
Top Mentioned in Entire Graph:
@startupgrind
@startupgrindabv
@chiomachuka
@techherng
@redwoodcity
@derekjandersen
@foundergym
@inspireu_stc
@experto
@aileenlee

Top Mentioned in G1:
@startupgrind
@foundergym
@aileenlee
@renttherunway
@cowboyvc
@continent8
@paigehbuckner
@jenn_rtr
@amypressman3
@medallia

Top Mentioned in G2:
@isadoralife1
@happybucketorg

Top Mentioned in G3:
@wethaplug
@mrwrightbusines
@startupgrind
@luisitobrooklyn
@meetup

Top Mentioned in G4:
@startupgrindabv
@chiomachuka
@techherng
@startupgrind
@derekjandersen
@mdtedco
@mdbiz
@realjaywilliams
@scottbelsky
@sgglobal

Top Mentioned in G5:
@startupgrind

Top Mentioned in G7:
@500startups
@saammotamedi
@greylockvc
@zappos
@startupgrind
@foundergym
@clearcover
@ascentregtech
@hellofyllo
@kinsured

Top Mentioned in G8:
@inspireu_stc
@experto
@startupgrind

Top Mentioned in G9:
@foundersbeta
@startupofyear
@atxstartupscene
@start_co
@startupchamps
@longhornstartup
@houex
@thecannonhtx
@stationhouston
@ionhouston

Top Mentioned in G10:
@startupgrind
@davidspinks
@evanhamilton
@eakinsey
@andrewdudum
@wearehims
@wearehers
@kirstenagreen
@forerunnervc

Top Tweeters
Top Tweeters in Entire Graph:
@timesofindia
@browness
@sir_ahmedrufai
@femtech_
@nicochan33
@andrewmorrisuk
@mertmehmet15
@ak2webd3
@caring_mobile
@taieb_bot

Top Tweeters in G1:
@mertmehmet15
@surfergrl15
@google
@gdprai
@chicagoedgehub
@jesusalonsov
@switchedatb
@renttherunway
@startuprad_io
@manukumar

Top Tweeters in G2:
@peninsulaqatar
@gulftimes_qatar
@qatarday
@mrspaznanski
@fxrseen
@monsieuruwem
@ronandsandylee
@dafriwallstreet
@jonathanherrick
@manasganguly

Top Tweeters in G3:
@ak2webd3
@imthemaine
@pageman
@corettascottkey
@lagbajaseason
@brianlaungaoaeh
@tonirtx
@brianmoran
@mia_anika_
@davemcclure

Top Tweeters in G4:
@sir_ahmedrufai
@femtech_
@caring_mobile
@biba_orion
@kilonpop
@chiomachuka
@brettashtonsj
@mantonsm
@jbarbosapr
@dreamjar

Top Tweeters in G5:
@nicochan33
@tony1petrolhead
@myahmctear
@startupbulletin
@mikeschiemer
@bootstrapsbiz
@frugal__finance
@scoshield
@10dollarstartup
@amiv2

Top Tweeters in G6:
@browness
@cleanyournyash
@eyekomology
@gabraham_17
@odlyssatime
@justchineduit
@luxurynegro
@pompuda
@ladyyiraju
@faithisavirtue

Top Tweeters in G7:
@techaggreg
@brainroaring
@detroitdeedee
@zappos
@codervj
@500startups
@greylockvc
@bookcameo
@hazeltechusa
@ascentregtech

Top Tweeters in G8:
@alrumida222
@idhmi
@al0m7
@waelkabli
@mdarrab
@frrfrr22
@sma624
@alialmohsen1
@engsaeed22
@m_ashmawi

Top Tweeters in G9:
@helloalice
@start_co
@houex
@tmcinnovation
@foundersbeta
@divincatx
@longhornstartup
@stationhouston
@startupofyear
@atxstartupscene

Top Tweeters in G10:
@carolforden
@davidspinks
@evanhamilton
@maralkalajian
@rosegoldlining
@kende
@gtmcknight
@thejoshtorres
@eakinsey
@niklaslohmann