#SGGlobal, Twitter, 2/11/2019 4:28:29 PM, 186168


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#SGGlobal_2019-02-11_08-17-33.xlsx
#SGGlobal_2019-02-11_08-17-33.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 11, 2019
Short Description:
#SGGlobal via NodeXL http://bit.ly/2SrJOvp
@quark_chain
@startupgrind
@oraclestartup
@startupgrindbhx
@cred_sf
@digsfact
@me_n_us
@foundergym
@_skyhive
@shoaibad

Top hashtags:
#sgglobal
#blockchain
#startup
#startups
#siliconvalley
#growth
#startupgrind
#opensource

Description:
Description
The graph represents a network of 780 Twitter users whose recent tweets contained "#SGGlobal", 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 Monday, 11 February 2019 at 16:21 UTC.

The tweets in the network were tweeted over the 9-day, 23-hour, 32-minute period from Friday, 01 February 2019 at 16:31 UTC to Monday, 11 February 2019 at 16:04 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 : 780
Unique Edges : 817
Edges With Duplicates : 931
Total Edges : 1748
Self-Loops : 156
Reciprocated Vertex Pair Ratio : 0.0481380563124432
Reciprocated Edge Ratio : 0.0918544194107452
Connected Components : 36
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 368
Maximum Edges in a Connected Component : 978
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.319345
Graph Density : 0.00189921332411705
Modularity : 0.500918
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[322] https://twitter.com/StartupGrind/status/1091074535531532288
[57] https://www.startupgrind.com/conference/
[16] https://medium.com/startup-grind/sgglobal-2019-startup-program-announcing-our-accelerate-startups-63379de8b086
[16] https://twitter.com/StartupGrind/status/1092842947861635072
[11] https://twitter.com/Quark_Chain
[11] https://startupleague.online/startup-grind-pass/?utm_source=so&utm_medium=org
[8] http://ora.cl/jm7F5
[5] https://link.medium.com/KWpbFvd1VT
[5] https://medium.com/startup-grind/sgglobal-2019-startup-program-announcing-our-full-list-of-exhibiting-startups-e452f47833d2
[4] https://twitter.com/oraclestartup/status/1094286064368390144

Top URLs in Tweet in G1:
[309] https://twitter.com/StartupGrind/status/1091074535531532288
[2] https://twitter.com/StartupGrind/status/1092842947861635072

Top URLs in Tweet in G2:
[31] https://www.startupgrind.com/conference/
[11] https://startupleague.online/startup-grind-pass/?utm_source=so&utm_medium=org
[8] https://medium.com/startup-grind/sgglobal-2019-startup-program-announcing-our-accelerate-startups-63379de8b086
[8] https://twitter.com/StartupGrind/status/1092842947861635072
[5] https://link.medium.com/KWpbFvd1VT
[3] https://medium.com/p/15f1d275f4b7
[3] https://twitter.com/startupcalgary/status/1091360544999776258
[3] https://link.medium.com/f7Sz7cL23T
[3] https://twitter.com/StartupGrind/status/1091074535531532288
[2] https://medium.com/startup-grind/sgglobal-2019-startup-program-announcing-our-full-list-of-exhibiting-startups-e452f47833d2

Top URLs in Tweet in G3:
[2] https://www.startupgrind.com/conference/
[1] https://twitter.com/StartupGrind/status/1089936673331326976
[1] https://twitter.com/StartupGrind/status/1087842853995323392
[1] https://medium.com/startup-grind/sgglobal-2019-startup-program-announcing-our-accelerate-startups-63379de8b086
[1] https://twitter.com/mikequindazzi/status/1092936771174842373
[1] https://twitter.com/StartupGrind/status/1092842947861635072
[1] https://link.medium.com/f7Sz7cL23T
[1] https://lnkd.in/eV-Veet
[1] https://medium.com/startup-grind/sgglobal-2019-speaker-feature-q-a-with-sara-mauskopf-3a890998c820?linkId=63260678
[1] https://lift.comcast.com/2019/02/meet-comcast-nbcuniversal-lift-labs-at-startup-grind-and-get-a-crash-course-in-storytelling/?linkId=63106625

Top URLs in Tweet in G4:
[19] https://www.startupgrind.com/conference/
[1] https://twitter.com/StartupGrind/status/1087842853995323392
[1] https://twitter.com/StartupGrind/status/1091074535531532288
[1] https://www.startupgrind.com/
[1] https://twitter.com/Aeromates/status/1091130126186643456

Top URLs in Tweet in G5:
[6] http://ora.cl/jm7F5
[1] https://www.startupgrind.com/conference/
[1] https://twitter.com/oraclestartup/status/1094929059631583233
[1] https://twitter.com/OracleStartup/status/1094666069053198336
[1] https://dy.si/1w2EM
[1] https://twitter.com/oraclestartup/status/1094286064368390144
[1] https://dy.si/wYc979
[1] https://dy.si/jt7o9
[1] https://dy.si/wUEP1g

Top URLs in Tweet in G6:
[2] https://www.startupgrind.com/conference/tickets/#/
[1] https://twitter.com/intuitdev/status/1094260901769818112
[1] https://twitter.com/intuitdev/status/1093596673832452096
[1] https://twitter.com/IntuitDev/status/1093596673832452096

Top URLs in Tweet in G7:
[11] https://twitter.com/Quark_Chain
[9] https://twitter.com/StartupGrind/status/1091074535531532288
[3] https://twitter.com/StartupGrind/status/1092842947861635072
[2] https://medium.com/startup-grind/sgglobal-2019-startup-program-announcing-our-accelerate-startups-63379de8b086
[2] https://medium.com/startup-grind/sgglobal-2019-speaker-feature-q-a-with-mandela-schumacher-hodge-dixon-15f1d275f4b7
[2] https://www.startupgrind.com/conference/
[2] http://ora.cl/jm7F5
[2] https://twitter.com/oraclestartup/status/1094286064368390144
[1] https://www.startupgrind.com/
[1] http://feeds.feedburner.com/~r/StoriesByTheStartupGrindTeamOnMedium/~3/WMF2349blrA/sgglobal-2019-startup-program-announcing-our-accelerate-startups-63379de8b086?utm_source=feedburner&utm_medium=twitter&utm_campaign=koramangalaa

Top URLs in Tweet in G8:
[1] https://twitter.com/foundergym/status/1094287665833410560
[1] https://medium.com/startup-grind/sgglobal-2019-speaker-feature-q-a-with-mandela-schumacher-hodge-dixon-15f1d275f4b7

Top URLs in Tweet in G9:
[2] https://DigsFact.com
[2] https://twitter.com/i/web/status/1093329388660236290
[1] https://lnkd.in/gYTZreu
[1] https://twitter.com/uicengineering/status/1092510278359703553

Top URLs in Tweet in G10:
[1] https://medium.com/startup-grind/sgglobal-2019-startup-program-announcing-our-accelerate-startups-63379de8b086

Top Domains
Top Domains in Tweet in Entire Graph:
[395] twitter.com
[71] startupgrind.com
[70] medium.com
[40] t.co
[12] startupleague.online
[8] ora.cl
[5] lnkd.in
[4] facebook.com
[4] dy.si
[2] digsfact.com

Top Domains in Tweet in G1:
[311] twitter.com

Top Domains in Tweet in G2:
[40] medium.com
[37] startupgrind.com
[22] twitter.com
[12] startupleague.online
[2] turingtribe.com
[2] lnkd.in
[1] roundpegsinc.com
[1] list-manage.com
[1] canadianvirtualgurus.com
[1] makedatashine.com

Top Domains in Tweet in G3:
[6] medium.com
[5] twitter.com
[2] startupgrind.com
[1] lnkd.in
[1] comcast.com

Top Domains in Tweet in G4:
[20] startupgrind.com
[3] twitter.com

Top Domains in Tweet in G5:
[6] ora.cl
[4] dy.si
[3] twitter.com
[1] startupgrind.com

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

Top Domains in Tweet in G7:
[26] twitter.com
[20] t.co
[7] medium.com
[6] startupgrind.com
[2] ora.cl
[2] facebook.com
[1] feedburner.com
[1] tweetedtimes.com
[1] instagram.com
[1] egencia.com

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

Top Domains in Tweet in G9:
[3] twitter.com
[2] digsfact.com
[1] lnkd.in

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1169] sgglobal
[645] blockchain
[415] startup
[407] startups
[346] siliconvalley
[317] growth
[53] startupgrind
[16] opensource
[16] founders
[15] digsfact



Top Hashtags in Tweet in G1:
[634] sgglobal
[634] blockchain
[325] startups
[309] startup
[309] siliconvalley
[309] growth
[2] quarkchain

Top Hashtags in Tweet in G2:
[247] sgglobal
[28] startup
[27] startups
[20] siliconvalley
[19] startupgrind
[16] founders
[11] startupyyc
[9] conference
[7] startuplessons
[6] technology

Top Hashtags in Tweet in G3:
[32] sgglobal
[4] startup
[3] liftlabs
[2] siliconvalley
[2] ar
[2] sbliii
[2] sgeurope
[1] tombrady
[1] fanbabble
[1] internetofplants

Top Hashtags in Tweet in G4:
[37] sgglobal
[3] startups
[2] sgeurope
[2] orangecounty
[2] startupgrindoc
[1] conference

Top Hashtags in Tweet in G5:
[18] sgglobal
[16] opensource
[13] startup
[10] tech
[10] austin
[3] startups
[1] oraclestartup

Top Hashtags in Tweet in G6:
[11] sgglobal
[4] quickbookscapital
[1] developers
[1] smallbusiness
[1] entrepreneurs
[1] startups
[1] qbcapital

Top Hashtags in Tweet in G7:
[74] sgglobal
[27] startup
[13] biztips
[11] blockchain
[11] iamplatform
[11] topinfluence
[8] startupgrind
[8] blockchainnews
[8] siliconvalley
[8] growth

Top Hashtags in Tweet in G8:
[15] sgglobal
[3] foundergym

Top Hashtags in Tweet in G9:
[22] sgglobal
[20] startupgrind
[18] startup
[17] startups
[15] digsfact
[14] fintech
[7] insurtech
[5] fintechs
[5] sf
[5] kneebu

Top Hashtags in Tweet in G10:
[9] startups
[9] sgglobal
[1] siliconvalley

Top Words
Top Words in Tweet in Entire Graph:
[844] Words in Sentiment List#1: Positive
[435] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[22780] Non-categorized Words
[24060] Total Words
[1169] sgglobal
[837] startup
[649] growth
[646] blockchain
[632] quark_chain

Top Words in Tweet in G1:
[634] growth
[634] startup
[634] sgglobal
[634] blockchain
[632] quark_chain
[325] happy
[325] selected
[325] one
[325] 10
[325] startups

Top Words in Tweet in G2:
[246] sgglobal
[146] startupgrind
[94] startups
[87] conference
[86] startup
[66] exhibiting
[65] list
[64] feb
[58] startupgrind's
[55] excited

Top Words in Tweet in G3:
[38] startupgrind
[32] sgglobal
[23] excited
[20] s
[19] save
[19] best
[19] lorrainetwohill
[17] last
[17] ok
[17] re

Top Words in Tweet in G4:
[37] sgglobal
[22] gary
[22] little
[22] canvasvc
[20] startupgrind
[18] looking
[16] next
[14] sirishraghuram
[14] forward
[12] conference

Top Words in Tweet in G5:
[36] oraclestartup
[26] founders
[25] tech
[20] austin
[18] sgglobal
[17] landscape
[16] opensource
[15] startup
[15] join
[14] fun

Top Words in Tweet in G6:
[21] startupgrind
[18] mattrissell
[18] week
[17] acce
[16] next
[16] tsheets
[15] intuitdev
[15] don
[15] t
[15] miss

Top Words in Tweet in G7:
[75] sgglobal
[61] startupgrind
[38] startup
[18] conference
[15] 12
[15] feb
[14] startups
[13] biztips
[12] excited
[12] growth

Top Words in Tweet in G8:
[17] foundergym
[15] sgglobal
[10] startupgrind
[8] ticket
[7] winners
[7] giveaway
[7] chasmassmith
[7] kyleculus
[7] preciouscprice
[7] founder

Top Words in Tweet in G9:
[30] startupgrind
[29] digsfact
[22] sgglobal
[18] startup
[17] startups
[14] fintech
[9] sf
[9] go
[7] insurtech
[5] fintechs

Top Words in Tweet in G10:
[9] honored
[9] manzana_amor
[9] 1
[9] 10
[9] startups
[9] invited
[9] pitch
[9] amazing
[9] event
[9] world

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[356] startup,grind
[331] selected,one
[330] one,10
[330] 10,growth
[329] growth,startups
[329] conference,sgglobal
[328] happy,selected
[328] startups,see
[328] see,startup
[328] grind,conference

Top Word Pairs in Tweet in G1:
[325] happy,selected
[325] selected,one
[325] one,10
[325] 10,growth
[325] growth,startups
[325] startups,see
[325] see,startup
[325] startup,grind
[325] grind,conference
[325] conference,sgglobal

Top Word Pairs in Tweet in G2:
[71] sgglobal,conference
[50] startupgrind's,sgglobal
[48] feb,12
[43] 12,13
[41] redwood,city
[40] conference,feb
[34] exhibiting,startups
[31] startups,sgglobal
[30] 13,redwood
[29] list,exhibiting

Top Word Pairs in Tweet in G3:
[17] save,best
[17] best,last
[17] last,ok
[17] excited,announce
[17] announce,google
[17] google,s
[17] s,chief
[17] chief,storyteller
[17] storyteller,cmo
[17] cmo,lorrainetwohill

Top Word Pairs in Tweet in G4:
[22] gary,little
[14] looking,forward
[11] little,canvasvc
[9] sgglobal,conference
[8] fireside,chat
[7] startupgrind,canvasvc
[7] next,week
[6] sgglobal,sirishraghuram
[6] conference,feb
[6] redwood,city

Top Word Pairs in Tweet in G5:
[13] startup,founders
[13] join,tech
[13] tech,leaders
[13] leaders,oraclestartup
[13] oraclestartup,founders
[13] founders,real
[13] real,insights
[13] insights,navigating
[13] navigating,opensource
[13] opensource,landscape

Top Word Pairs in Tweet in G6:
[17] acce,mattrissell
[16] next,week
[15] don,t
[15] t,miss
[15] miss,acce
[15] week,startupgrind
[15] startupgrind,share
[15] share,amazing
[15] amazing,story
[15] story,tsheets

Top Word Pairs in Tweet in G7:
[13] startup,biztips
[13] feb,12
[12] sgglobal,startup
[11] iam,platform
[11] platform,curated
[11] curated,retweet
[11] iamplatform,topinfluence
[11] sgglobal,conference
[9] startupgrind's,sgglobal
[8] startup,grind

Top Word Pairs in Tweet in G8:
[7] sgglobal,ticket
[7] ticket,giveaway
[7] giveaway,chasmassmith
[7] kyleculus,preciouscprice
[6] congratulations,winners
[6] winners,sgglobal
[6] chasmassmith,natalalleycat
[6] natalalleycat,kyleculus
[6] check,out
[5] startupgrind,days

Top Word Pairs in Tweet in G9:
[15] startupgrind,sgglobal
[12] startup,startups
[9] startups,startupgrind
[8] digsfact,fintech
[6] digsfact,startupgrind
[5] fintech,fintechs
[5] go,rams
[5] kneebu,kneebuprovider
[4] sgglobal,conference
[4] sgglobal,digsfact

Top Word Pairs in Tweet in G10:
[9] honored,manzana_amor
[9] manzana_amor,1
[9] 1,10
[9] 10,startups
[9] startups,invited
[9] invited,pitch
[9] pitch,amazing
[9] amazing,event
[9] event,world
[9] world,sgglobal

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@quark_chain
@startupgrind
@oraclestartup
@canvasvc
@mattrissell
@lorrainetwohill
@google
@acce
@tsheets
@startupleaguehq

Top Mentioned in G1:
@quark_chain

Top Mentioned in G2:
@startupgrind
@virtual_gurus
@startupleaguehq
@startupcalgary
@googlestartups
@bootkik
@ingusolutions
@ms_einsteinette
@sutranetworks
@labelbox

Top Mentioned in G3:
@startupgrind
@lorrainetwohill
@google
@sm
@winnie
@bryanmeehan
@limebike
@frontapp
@airtable
@blavity

Top Mentioned in G4:
@canvasvc
@startupgrind
@sirishraghuram
@platform9sys
@pl
@500startups
@startupgrindoc
@akkadianvc
@stevekokinos

Top Mentioned in G5:
@oraclestartup
@maycotte
@andreapienaartx
@startupgrind
@jwilluva
@chudson
@catleecatlee
@oracle
@thekaryl
@ninaachadjian

Top Mentioned in G6:
@startupgrind
@mattrissell
@acce
@tsheets
@intuitdev
@beckpeterson
@quickbooks
@alexchriss
@intuit

Top Mentioned in G8:
@foundergym
@startupgrind
@chasmassmith
@kyleculus
@preciouscprice
@natalalleycat
@mandelash
@510vselmundo
@trapyogabae
@doncarlos_vejar

Top Mentioned in G9:
@digsfact
@startupgrind
@startupgrindchi
@kneebuapp
@assessurhealth

Top Mentioned in G10:
@manzana_amor
@pedroneiraf
@startupgrindpe
@blackboxvc
@endeavorperu
@sparklabsglobal

Top Tweeters
Top Tweeters in Entire Graph:
@lopezgovlaw
@startupsbot
@kolegraffvclink
@arun_nishad
@feranmi_4aces
@saukel
@infopronetwork
@ssseongwu
@ashot_
@ventureinx

Top Tweeters in G1:
@arun_nishad
@saukel
@ssseongwu
@ashot_
@jiwakampret
@vadiiu
@flyers309_
@techviberng
@phoinexcrypto
@cryptomoneta

Top Tweeters in G2:
@feranmi_4aces
@serverlessfan
@mamcesc
@shaniboianjiu
@ms_einsteinette
@poshmarkapp
@lexrodba
@womentechbot
@lincolnwdaniel
@markgrowth

Top Tweeters in G3:
@kolegraffvclink
@google
@blavity
@mantonsm
@arlanwashere
@sm
@technology
@medium
@meditationsndz
@jaketital

Top Tweeters in G4:
@startupsbot
@dell
@jerdoug
@500startups
@jimmy_gott
@liftoffmobile
@pl
@andy4wm
@canvasvc
@foundationcap

Top Tweeters in G5:
@joshuabaer
@fribeiro1
@oracle
@amysorrells
@amyssorrells
@chudson
@pakasi
@oraclestartup
@maycotte
@matthewpriceuk

Top Tweeters in G6:
@rieva
@jessie_he8021
@tsheets
@intuit
@quickbooks
@intuitdev
@coraltreetech
@alexbarnett
@acce
@mattrissell

Top Tweeters in G7:
@infopronetwork
@startupbizeu
@startupinc_nl
@sanjosevoice
@petebiggam
@muhammad_bilal
@egencia
@gdesmedt1
@koramangalaa
@josealeac

Top Tweeters in G8:
@ventureinx
@preciouscprice
@kyleculus
@inspiredtoteach
@mandelash
@foundergym
@paigehendrix
@cgest_asu
@tech_intersect
@chasmassmith

Top Tweeters in G9:
@lopezgovlaw
@helpagedindia
@startupbulletin
@finopsnews
@talkabot_id
@hatayparan3
@startupgrindchi
@assessurhealth
@johndoerr
@kneebuapp

Top Tweeters in G10:
@cavilont
@blackboxvc
@fshero_
@sparklabsglobal
@pedroneiraf
@startupgrindpe
@manzana_amor
@alfonso_bedoya
@endeavorperu
@gregenperu