#RegCF, Twitter, 8/16/2023 2:32:28 AM, 292251


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#RegCF Twitter NodeXL SNA Map and Report for Wednesday, 16 August 2023 at 02:23 UTC
#RegCF Twitter NodeXL SNA Map and Report for Wednesday, 16 August 2023 at 02:23 UTC
From:
marc_smith
Uploaded on:
August 16, 2023
Short Description:
#RegCF via NodeXL https://bit.ly/3YBnyOy
@prescott_cc
@woodien
@crowdfundinside
@tzero
@jqt_web3vc
@wefunder
@startenginela
@creditscoring
@joinrepublic
@thebrokeangel

Top hashtags:
#RegCF
#equitycrowdfunding
#regcf
#IoT
#StartEngine
#crowdfunding
#AtomBeam
#startup

Description:
Description
The graph represents a network of 141 Twitter users whose recent tweets contained "#RegCF", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 8/15/2023 12:00:00 AM. The network was obtained from Twitter on Wednesday, 16 August 2023 at 02:32 UTC.

The tweets in the network were tweeted over the 226-day, 16-hour, 43-minute period from Sunday, 01 January 2023 at 02:48 UTC to Tuesday, 15 August 2023 at 19:32 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 : 141
Unique Edges : 114
Edges With Duplicates : 391
Total Edges : 505
Number of Edge Types : 6
Tweet : 341
Mentions : 116
MentionsInQuote : 18
Quote : 9
Replies to : 10
MentionsInReplyTo : 11
Self-Loops : 358
Reciprocated Vertex Pair Ratio : 0.02
Reciprocated Edge Ratio : 0.0392156862745098
Connected Components : 53
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 50
Maximum Edges in a Connected Component : 198
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.526113
Graph Density : 0.00516717325227964
Modularity : 0.240929
NodeXL Version : 1.0.1.519
Data Import : The graph represents a network of 141 Twitter users whose recent tweets contained "#RegCF", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 8/15/2023 12:00:00 AM. The network was obtained from Twitter on Wednesday, 16 August 2023 at 02:32 UTC.

The tweets in the network were tweeted over the 226-day, 16-hour, 43-minute period from Sunday, 01 January 2023 at 02:48 UTC to Tuesday, 15 August 2023 at 19:32 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 : TwitterSearch3
Graph Term : #RegCF
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[31] https://bit.ly/3NbyEnG
[13] https://bit.ly/3iR4Nq5
[12] https://netcapital.com/companies/avadain
[12] https://www.crowdfundinsider.com/2023/02/202015-reg-cf-2022-delivered-a-decline-for-investment-crowdfunding-as-economy-slowed-but-expectations-going-forward-are-bullish/
[9] https://netcapital.com/companies/earthgrid
[8] https://www.crowdfundinsider.com/2023/01/200677-reg-cf-investment-crowdfunding-declines-in-2022-impacted-by-a-slumping-economy/
[6] https://lnkd.in/gNR5WrJD
[6] https://bit.ly/3GXi7SK
[5] https://bit.ly/3GcPSPx
[4] https://dnagency.lpages.co/avadain-special-announcement/

Top URLs in Tweet in G1:
[13] https://bit.ly/3iR4Nq5
[9] https://netcapital.com/companies/earthgrid
[3] https://dnagency.lpages.co/dna-23-ways-to-market-your-campaign-this-year/
[3] https://bit.ly/3IYZgYD
[2] https://us02web.zoom.us/webinar/register/WN_rFQP9gJbStuOlBKYuCWWQw
[2] https://dnagency.lpages.co/13-strategies-to-optimize-your-facebook-ads/
[2] https://www.digitalnicheagency.com/
[2] https://bit.ly/3glUBEz
[2] https://bit.ly/3Knsxgz
[2] https://dnagency.lpages.co/earthgrid-webinar-may-19th-2023/

Top URLs in Tweet in G2:
[1] https://youtu.be/noPOGnegrAM
[1] https://republic.com/
[1] https://www.linkedin.com/feed/update/urn:li:activity:7032565999224659968?updateEntityUrn=urn%3Ali%3Afs_feedUpdate%3A%28V2%2Curn%3Ali%3Aactivity%3A7032565999224659968%29
[1] https://twitter.com/alexisxrivas/status/1635348744588894208?s=20

Top URLs in Tweet in G3:
[31] https://bit.ly/3NbyEnG
[6] https://bit.ly/3GXi7SK
[5] https://bit.ly/3GcPSPx
[4] https://bit.ly/3OY3p2p
[4] https://bit.ly/3KsZWGn
[3] https://www.crowdfundinsider.com/2023/02/202015-reg-cf-2022-delivered-a-decline-for-investment-crowdfunding-as-economy-slowed-but-expectations-going-forward-are-bullish/
[3] https://bit.ly/3kSNaXG
[3] https://bit.ly/3KroWNY
[3] https://bit.ly/3PjX3dO
[3] https://bit.ly/3xQstOY

Top URLs in Tweet in G4:
[1] https://www.forbes.com/sites/geristengel/2023/03/15/latina-founder-skips-male-sexism-and-ageism-by-raising-capital-from-women-investors/?sh=3706bd93d3e9
[1] https://mailchi.mp/a5d4a21a88f0/nov2022results-2639670?e=c295db5033

Top URLs in Tweet in G5:
[6] https://lnkd.in/gNR5WrJD
[2] https://spark.exchange/
[2] https://spark.exchange/#listings
[2] https://www.koreconx.com/communications-and-publicity-by-issuers-prior-to-and-during-a-regulation-cf-regcf-offering/
[2] https://bit.ly/3mrVJcx
[1] https://jobsactprogram.com/
[1] https://spark.exchange/submit-offering-1/
[1] https://tinyurl.com/2z89a4cd
[1] http://ow.ly/n7Zr50MvSf3
[1] http://ow.ly/Ai5h50MtPbH

Top URLs in Tweet in G7:
[1] https://blog.amberdata.io/ad-derivatives-podcast-feat-will-corkin-co-founder-coo-of-soma-finance
[1] https://www.youtube.com/watch?v=ox1KPM9Mi8U


Top URLs in Tweet in G8:
[9] https://www.crowdfundinsider.com/2023/02/202015-reg-cf-2022-delivered-a-decline-for-investment-crowdfunding-as-economy-slowed-but-expectations-going-forward-are-bullish/
[8] https://www.crowdfundinsider.com/2023/01/200677-reg-cf-investment-crowdfunding-declines-in-2022-impacted-by-a-slumping-economy/
[4] https://www.crowdfundinsider.com/2023/02/201976-aurox-introduces-crowdfunding-campaign-on-tzero-markets-platform/
[3] https://www.crowdfundinsider.com/2023/01/201373-wefunder-takes-lions-share-of-reg-cf-funding-in-2022/
[3] https://promote.disclosurequest.com/widgets/reg-cf/most-active-platforms
[1] https://www.crowdfundinsider.com/2023/01/200551-the-biggest-crowdfunding-stories-of-2022/
[1] https://www.crowdfundinsider.com/2023/04/204630-reg-cf-q1-delivered-least-capital-committed-since-q4-2020/
[1] https://www.crowdfundinsider.com/2023/06/208265-tepid-month-for-reg-cf-online-capital-formation/
[1] https://www.crowdfundinsider.com/2023/03/203247-cca-sees-rebound-in-reg-cf-activity-in-february/
[1] https://www.crowdfundinsider.com/2023/05/207347-tesla-of-motorcycles-curtiss-motorcycles-raises-growth-capital-on-wefunder/

Top URLs in Tweet in G10:
[1] https://sanctuminvicta.com/docs/
[1] https://twitter.com/MrDiamondhandz1/status/1635708884227588102?s=20
[1] https://twitter.com/i/spaces/1BRKjZyobdNKw

Top Domains
Top Domains in Tweet in Entire Graph:
[129] bit.ly
[38] crowdfundinsider.com
[33] buff.ly
[25] netcapital.com
[20] lnkd.in
[16] lpages.co
[16] 1l.ink
[12] mv1.vc
[8] ow.ly
[8] linkedin.com

Top Domains in Tweet in G1:
[33] buff.ly
[32] bit.ly
[16] 1l.ink
[12] mv1.vc
[11] lnkd.in
[11] netcapital.com
[7] lpages.co
[4] youtu.be
[4] digitalnicheagency.com
[3] zoom.us

Top Domains in Tweet in G2:
[1] youtu.be
[1] republic.com
[1] linkedin.com
[1] twitter.com

Top Domains in Tweet in G3:
[85] bit.ly
[6] crowdfundinsider.com
[4] ow.ly
[3] startengine.com
[2] lpages.co
[2] truleo.co
[1] mailchi.mp
[1] eventbrite.com
[1] crowdfundcapitaladvisors.com

Top Domains in Tweet in G4:
[1] forbes.com
[1] mailchi.mp

Top Domains in Tweet in G5:
[8] lnkd.in
[6] linkedin.com
[5] spark.exchange
[3] ow.ly
[3] bit.ly
[2] koreconx.com
[2] youtube.com
[1] jobsactprogram.com
[1] tinyurl.com
[1] crowdfundinsider.com

Top Domains in Tweet in G7:
[1] amberdata.io
[1] youtube.com

Top Domains in Tweet in G8:
[29] crowdfundinsider.com
[4] disclosurequest.com
[1] nextbigthinghq.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[309] RegCF
[120] equitycrowdfunding
[82] regcf
[65] IoT
[64] StartEngine
[60] crowdfunding
[46] AtomBeam
[44] startup
[40] seedcapital
[39] Startengine



Top Hashtags in Tweet in G1:
[98] RegCF
[89] equitycrowdfunding
[56] regcf
[40] startup
[33] crowdfundingcampaign
[32] crowdfunding
[32] entrepreneur
[32] smallbusiness
[32] crowdlustro
[26] investors

Top Hashtags in Tweet in G2:
[4] regcf
[1] RegCF
[1] materialsscience

Top Hashtags in Tweet in G3:
[110] RegCF
[59] IoT
[54] StartEngine
[45] AtomBeam
[26] Startengine
[26] Truleo
[23] bodycamera
[23] bodywarncamera
[6] Crowdfunding
[5] equitycrowdfunding

Top Hashtags in Tweet in G4:
[2] RegCF

Top Hashtags in Tweet in G5:
[21] RegCF
[19] equitycrowdfunding
[10] boodskap
[8] RegA
[8] seedcapital
[7] regcf
[7] crowdfunding
[7] iot
[7] funding
[5] startups

Top Hashtags in Tweet in G6:
[1] advice
[1] BadAdvice
[1] RegCF
[1] PIVOT
[1] SwitchItUp
[1] falseinformation
[1] REGCF
[1] SecurityTokens
[1] STO
[1] crypto

Top Hashtags in Tweet in G7:
[3] RegCF
[1] BUIDLing

Top Hashtags in Tweet in G8:
[35] RegCF
[17] Crowdfunding
[5] crowdfunding
[4] DeFi
[3] SEC
[2] Wefunder
[1] investors
[1] AngelInvestors
[1] VCs
[1] Founders

Top Hashtags in Tweet in G9:
[1] startup
[1] invested
[1] RegCF
[1] founder

Top Hashtags in Tweet in G10:
[2] nft
[2] regcf
[2] blockchain
[2] Crypto
[1] crowdfunding
[1] web3
[1] ai
[1] newproject
[1] startup
[1] bitcoin

Top Words
Top Words in Tweet in Entire Graph:
[423] #regcf
[127] #equitycrowdfunding
[105] #startengine
[87] #crowdfunding
[81] more
[81] invest
[74] join
[72] #iot
[60] #rega
[55] learn

Top Words in Tweet in G1:
[170] #regcf
[90] #equitycrowdfunding
[45] invest
[44] #rega
[40] #startup
[37] more
[34] #crowdfunding
[33] #crowdfundingcampaign
[32] #crowdlustro
[32] #smallbusiness

Top Words in Tweet in G2:
[5] #regcf
[4] joinrepublic
[3] community
[3] wefunder
[2] coverbuild
[2] hey
[2] platforms
[2] emilypollack7
[2] fred
[2] love

Top Words in Tweet in G3:
[110] #regcf
[80] #startengine
[59] #iot
[42] atombeam
[42] data
[41] #atombeam
[32] join
[28] today
[26] more
[26] pst

Top Words in Tweet in G4:
[2] #regcf

Top Words in Tweet in G5:
[30] #regcf
[19] #equitycrowdfunding
[13] #rega
[12] #iot
[11] #boodskap
[9] iot
[8] #seedcapital
[8] #crowdfunding
[7] #funding
[7] platform

Top Words in Tweet in G6:
[2] #regcf

Top Words in Tweet in G7:
[5] soma
[5] token
[3] #regcf
[3] soma_finance
[2] coming
[2] launch
[2] lot
[2] listen
[2] upcoming
[2] horizon

Top Words in Tweet in G8:
[35] #regcf
[22] #crowdfunding
[10] million
[9] woodien
[8] capital
[6] 2022
[5] cca
[5] funding
[5] days
[4] 30

Top Words in Tweet in G9:
[2] gumroad

Top Words in Tweet in G10:
[3] #regcf
[3] sanctuminvicta
[2] #nft
[2] #blockchain
[2] 10
[2] roadmap
[2] thursday
[2] #crypto
[2] dive
[2] join

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[60] #regcf,#iot
[53] #regcf,#startengine
[48] #startengine,#regcf
[45] learn,more
[43] #regcf,#rega
[40] #seedcapital,#regcf
[39] #atombeam,#startengine
[37] #equitycrowdfunding,#regcf
[32] #startup,#equitycrowdfunding
[32] #equitycrowdfunding,#funding

Top Word Pairs in Tweet in G1:
[32] #smallbusiness,#regcf
[32] #startup,#equitycrowdfunding
[31] #regcf,#rega
[30] #entrepreneur,#smallbusiness
[30] #equitycrowdfunding,#entrepreneur
[28] #equitycrowdfunding,#regcf
[26] #seedcapital,#regcf
[25] #dna,#equitycrowdfunding
[23] #marketing,#investors
[22] #rega,#marketing

Top Word Pairs in Tweet in G2:
[3] wefunder,joinrepublic
[2] plans,community
[2] platforms,wefunder
[2] community,round

Top Word Pairs in Tweet in G3:
[59] #regcf,#iot
[46] #startengine,#regcf
[38] #atombeam,#startengine
[31] #regcf,#startengine
[25] #startengine,#truleo
[23] #truleo,#bodycamera
[23] #bodycamera,#bodywarncamera
[19] 00,pst
[16] 11,00
[15] learn,more

Top Word Pairs in Tweet in G5:
[10] #regcf,#rega
[8] #seedcapital,#regcf
[6] #iot,#crowdfunding
[6] #funding,#seedcapital
[6] #equitycrowdfunding,#funding
[6] #crowdfunding,#equitycrowdfunding
[6] iot,platform
[5] #boodskap,#startups
[4] #regcf,#title3funds
[4] #equitycrowdfunding,#capitalraising

Top Word Pairs in Tweet in G7:
[3] soma,token
[2] token,#regcf

Top Word Pairs in Tweet in G8:
[9] #crowdfunding,woodien
[9] #crowdfunding,#regcf
[7] #regcf,#crowdfunding
[4] #regcf,offering
[4] lists,#regcf
[4] aurox,#defi
[4] software,development
[4] offering,aurox
[4] tzero,lists
[4] 30,days

Top Word Pairs in Tweet in G10:
[2] sanctuminvicta,chainraise_io

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@woodien
@netcapital
@startenginela
@wefunder
@joinrepublic
@tzero
@getaurox
@crowdfundinside
@boodskapiot
@disclosurequest

Top Mentioned in G2:
@joinrepublic
@wefunder
@coverbuild
@emilypollack7
@kirstendirksen
@mercatwefunder
@woodien
@stephhekk
@crowdscale1
@nwsl

Top Mentioned in G3:
@startenginela
@woodien
@startengine
@wefunder
@joinrepublic
@dealmakertech

Top Mentioned in G4:
@franmaier
@babyquipcorp
@tgr
@manusjillian
@beclarke
@julieabrams3
@seedinvest
@howwomeninvest
@_howwomenlead

Top Mentioned in G5:
@boodskapiot
@title3funds
@crowdfundnews
@crowdfundmain
@crowdfundcentre
@equitycrowdmag
@equitycrowd

Top Mentioned in G6:
@web3vcfunds
@vitalik_thegoat
@coinlinked
@vcnetworkco
@inx_group
@securitize
@tzero

Top Mentioned in G7:
@soma_finance
@amberdataio
@tritauriancap
@sdinwiddie_25
@genesisvol
@will_corkin

Top Mentioned in G8:
@woodien
@tzero
@getaurox
@crowdfundinside
@disclosurequest
@wefunder

Top Mentioned in G9:
@gumroad
@joinrepublic
@shl

Top Mentioned in G10:
@sanctuminvicta
@chainraise_io
@mrdiamondhandz1

Top Tweeters
Top Tweeters in Entire Graph:
@crowdfundcentre
@benzinga
@crowdfundnews
@crowdfundinside
@edgrapenutzimm
@parisfinforum
@jqt_web3vc
@eddgimenez
@nwsl
@jason

Top Tweeters in G1:
@eddgimenez
@veenajetti
@crypt0sheek
@crowdieadvisors
@cervitudeir
@theamiba
@lydielivolsi
@jacobfernane
@delmazo1
@microventures

Top Tweeters in G2:
@nwsl
@prescott_cc
@juhrman
@carboncure
@zehranaqvi_
@kirstendirksen
@alexisxrivas
@kendrickesq
@haleyrosen
@crowdscale1

Top Tweeters in G3:
@woodien
@startenginela
@wefunder
@robinsosnowesq
@dealmakertech
@startupstarter_
@truleo_police
@atombeamtech
@investvesterr
@ihealthscreen

Top Tweeters in G4:
@ventureneer
@beclarke
@babyquipcorp
@seedinvest
@tgr
@franmaier
@_howwomenlead
@howwomeninvest
@julieabrams3
@manusjillian

Top Tweeters in G5:
@crowdfundcentre
@crowdfundnews
@koreconx
@jasonfutko
@spark_exchange
@equitycrowd
@equitycrowdmag
@title3funds
@boodskapiot
@crowdfundmain

Top Tweeters in G6:
@jqt_web3vc
@creditscoring
@web3vcfunds
@mishadavinci
@coinlinked
@inx_group
@securitize
@vitalik_thegoat
@vcnetworkco

Top Tweeters in G7:
@sdinwiddie_25
@amberdataio
@genesisvol
@will_corkin
@brian_armstrong
@soma_finance
@tritauriancap

Top Tweeters in G8:
@crowdfundinside
@parisfinforum
@disclosurequest
@braindrainomar
@getaurox
@tzero
@nextbigthinghq

Top Tweeters in G9:
@shl
@joinrepublic
@gumroad
@thebrokeangel

Top Tweeters in G10:
@mrdiamondhandz1
@chainraise_io
@sanctuminvicta


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