svforum, Twitter, 4/1/2020 8:02:21 AM, 224155


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svforum_2020-03-31_21-54-44.xlsx
svforum_2020-03-31_21-54-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 01, 2020
Short Description:
svforum via NodeXL https://bit.ly/2wSdDMc
@svforum
@exchange5g
@makhersstudio
@devpost
@sfdenyse
@witfestival
@royamahboob
@o_carlovan
@avantaventures
@technologyliz

Top hashtags:
#svfva22
#visionaryawards
#svfwit20
#cybersecurity
#visionary
#va22
#siliconvalley

Description:
Description
The graph represents a network of 234 Twitter users whose tweets in the requested range contained "svforum", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 01 April 2020 at 04:54 UTC.

The requested start date was Wednesday, 01 April 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 89-day, 23-hour, 11-minute period from Wednesday, 01 January 2020 at 17:37 UTC to Tuesday, 31 March 2020 at 16:48 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 : 234
Unique Edges : 407
Edges With Duplicates : 451
Total Edges : 858
Number of Edge Types : 4
Mentions : 345
MentionsInRetweet : 403
Tweet : 77
Replies to : 33
Self-Loops : 77
Reciprocated Vertex Pair Ratio : 0.11036036036036
Reciprocated Edge Ratio : 0.198782961460446
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 231
Maximum Edges in a Connected Component : 855
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.479321
Graph Density : 0.00904222148857342
Modularity : 0.324741
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 234 Twitter users whose tweets in the requested range contained "svforum", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 01 April 2020 at 04:54 UTC.

The requested start date was Wednesday, 01 April 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 89-day, 23-hour, 11-minute period from Wednesday, 01 January 2020 at 17:37 UTC to Tuesday, 31 March 2020 at 16:48 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 : svforum
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:
[10] https://siliconvalleyforum.com/event/cybersecurity-pitch-night-with-avanta-ventures/
[6] https://siliconvalleyforum.com/visionary-awards/?utm_sq=g8ep8m114i&utm_source=Facebook&utm_medium=social&utm_campaign=SiliconValleyForum&utm_content=Events&fbclid=IwAR2KROqYbJje3Kux7ZUqFTyxfpihhZxRaeQZrOfrbk7we-NXGcVHmiaHsog
[6] https://www.linkedin.com/in/pratyush-prakhar
[4] https://siliconvalleyforum.com/visionary-awards/
[4] https://mailchi.mp/svforum/important-announcement-official-as-of-feb-12
[4] https://siliconvalleyforum.com/silicon-valley-start-up/
[3] https://awsmarketplaceml.devpost.com/?utm_source=sv_forum&utm_medium=twitter&utm_campaign=awsmarketplaceml
[3] https://eosio.devpost.com/?utm_source=sv_forum&utm_medium=twitter&utm_campaign=eosiosmartcontracts
[3] https://www.eventbrite.com/e/the-22nd-annual-visionary-awards-tickets-79056890287
[3] https://devpost.com/facebook?utm_source=sv_forum&utm_medium=twitter&utm_campaign=fbhackathonseries1

Top URLs in Tweet in G1:
[6] https://siliconvalleyforum.com/visionary-awards/?utm_sq=g8ep8m114i&utm_source=Facebook&utm_medium=social&utm_campaign=SiliconValleyForum&utm_content=Events&fbclid=IwAR2KROqYbJje3Kux7ZUqFTyxfpihhZxRaeQZrOfrbk7we-NXGcVHmiaHsog
[6] https://www.linkedin.com/in/pratyush-prakhar
[5] https://siliconvalleyforum.com/event/cybersecurity-pitch-night-with-avanta-ventures/
[4] https://siliconvalleyforum.com/silicon-valley-start-up/
[3] https://awsmarketplaceml.devpost.com/?utm_source=sv_forum&utm_medium=twitter&utm_campaign=awsmarketplaceml
[3] https://siliconvalleyforum.com/visionary-awards/
[3] https://www.youtube.com/playlist?list=PLGl_aAgm1kyt7UNJmMUHa9UhKC_sugVef

[3] https://siliconvalleyforum.com/women-in-tech-festival/
[3] https://www.youtube.com/watch?v=-suI6d_VxX8&list=PLGl_aAgm1kyt7UNJmMUHa9UhKC_sugVef&index=5

[3] https://www.eventbrite.com/e/the-22nd-annual-visionary-awards-tickets-79056890287

Top URLs in Tweet in G2:
[2] https://twitter.com/svforum/status/1224399699861475328
[1] http://on.inc.com/bwRMxqn
[1] https://siliconvalleyforum.com/visionary-awards/
[1] https://twitter.com/SVForum/status/1232020344569040898
[1] https://www.bizjournals.com/sanjose/news/2020/02/07/the-silicon-valley-visionary-awards-are-back-and.html
[1] https://siliconvalleyforum.com/
[1] https://twitter.com/SVForum/status/1220111476955979776
[1] https://twitter.com/soalliance/status/1220131054348009474

Top URLs in Tweet in G3:
[3] https://twitter.com/SVForum/status/1225907846811770880
[1] https://siliconvalleyforum.com/guest-blog-women-tech-build-network/

Top URLs in Tweet in G4:
[1] https://twitter.com/DoorDash/status/1241120122120450049
[1] https://www.instagram.com/p/B8hwrWPD8Ui/?igshid=hqao548m9kmb
[1] https://mailchi.mp/svforum/important-announcement-official-as-of-feb-12
[1] https://www.instagram.com/p/B9FPMyhDhM3/?igshid=1vrv7sdqy6yjc
[1] https://bit.ly/2QMufvt
[1] https://twitter.com/matthewmahood/status/1228104795400982528
[1] https://www.bizjournals.com/sanjose/news/2020/02/13/silicon-valley-organization-acquires-sv-forum.html?ana=e_ae_prem&j=90475771&t=Afternoon&mkt_tok=eyJpIjoiWXpVeU1ERXpOVFk0Tm1GbSIsInQiOiIzUHZOb1wvMVBuS1RYZGF5ZVwvbTM3bEJpQTQ0MVpJblwvMmVNNG5pZHNvS21VS05BMVlZWHBHQXNLek9UbzJoYjRud3VcLzRMdlZ5ME1jMGdqWWhSdDNLQnVIakpNOEtYWEFiY04wS0lXU2V0UDZ4Z280UEtWR1h3bFJpdE9rb3BNaDRBNURWaG9ZSzZBcWppMTNJOFB0Z3FnPT0ifQ%3D%3D

Top URLs in Tweet in G5:
[1] https://twitter.com/Exchange5g/status/1223982382895828995
[1] https://youtu.be/XcbQMZywOg8

Top URLs in Tweet in G6:
[1] http://bit.ly/2SWLEUi
[1] https://siliconvalleyforum.com/women-in-tech-festival/?utm_sq=gb0553j1j5&utm_source=twitter&utm_medium=social&utm_campaign=witfestival&utm_content=womenintechfestival
[1] https://forms.gle/a3L9u9UV5NQQhqgCA?utm_sq=gb05t0xtk4&utm_source=twitter&utm_medium=social&utm_campaign=witfestival&utm_content=womenintechfestival
[1] https://twitter.com/SVForum/status/1232373467762298880
[1] https://youtu.be/UUe7-P1okdI?utm_sq=gb05yunqf0&t=1585&utm_source=twitter&utm_medium=social&utm_campaign=witfestival&utm_content=womenintechfestival
[1] http://bit.ly/365HXyi
[1] http://bit.ly/2thdQqB
[1] https://mailchi.mp/svforum/important-announcement-official-as-of-feb-12

Top URLs in Tweet in G7:
[5] https://siliconvalleyforum.com/event/cybersecurity-pitch-night-with-avanta-ventures/
[1] https://startupedia.info/video/should-i-focus-on-roi-or-growth-in-the-early-stage/
[1] https://startupedia.info/video/how-do-i-include-the-work-of-my-employees-in-the-companys-ip-protection/

Top URLs in Tweet in G9:
[1] https://twitter.com/SVForum/status/1217914470502223873

Top Domains
Top Domains in Tweet in Entire Graph:
[48] siliconvalleyforum.com
[39] twitter.com
[28] mailchi.mp
[13] youtube.com
[9] devpost.com
[7] linkedin.com
[6] bit.ly
[3] eventbrite.com
[3] instagram.com
[3] forms.gle

Top Domains in Tweet in G1:
[39] siliconvalleyforum.com
[26] twitter.com
[25] mailchi.mp
[13] youtube.com
[9] devpost.com
[7] linkedin.com
[3] eventbrite.com
[2] forms.gle
[2] bit.ly
[2] brunchwork.com

Top Domains in Tweet in G2:
[5] twitter.com
[2] siliconvalleyforum.com
[1] inc.com
[1] bizjournals.com

Top Domains in Tweet in G3:
[3] twitter.com
[1] siliconvalleyforum.com

Top Domains in Tweet in G4:
[2] twitter.com
[2] instagram.com
[1] mailchi.mp
[1] bit.ly
[1] bizjournals.com

Top Domains in Tweet in G5:
[1] twitter.com
[1] youtu.be

Top Domains in Tweet in G6:
[3] bit.ly
[1] siliconvalleyforum.com
[1] forms.gle
[1] twitter.com
[1] youtu.be
[1] mailchi.mp

Top Domains in Tweet in G7:
[5] siliconvalleyforum.com
[2] startupedia.info

Top Domains in Tweet in G9:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] svfva22
[20] visionaryawards
[19] svfwit20
[17] cybersecurity
[15] visionary
[12] va22
[12] siliconvalley
[11] svfstartuppitchnight
[11] cyberinsurance
[10] novaricagoessv



Top Hashtags in Tweet in G1:
[25] svfva22
[12] va22
[11] svfstartuppitchnight
[11] visionaryawards
[10] svfwit20
[10] visionary
[10] novaricagoessv
[8] fashion
[8] cybersecurity
[7] beauty

Top Hashtags in Tweet in G2:
[6] visionaryawards
[5] visionary
[5] svfva22
[2] cybersecurity
[2] cyberinsurance
[2] mondaymotivation
[2] siliconvalley
[2] svfva2020
[2] soalliance
[1] agtech

Top Hashtags in Tweet in G3:
[6] siliconvalley
[5] afghanistan
[2] svfva22
[2] womenintech
[1] visionaryawards
[1] agtech
[1] visionaryworld

Top Hashtags in Tweet in G4:
[2] visionaryawards
[1] buildforcovid19
[1] cybersecurity
[1] cyberinsurance

Top Hashtags in Tweet in G5:
[1] smartcities
[1] siliconvalley

Top Hashtags in Tweet in G6:
[8] svfwit20
[1] shelterinplace
[1] artificialintelligence
[1] svfwit17
[1] hovalin

Top Hashtags in Tweet in G7:
[6] cybersecurity
[4] insurance
[4] svfcybersec
[2] startup
[2] cyberinsurance
[1] blackbeltlegal
[1] svfwit20
[1] cybersec
[1] svsup20
[1] latinxfounders

Top Hashtags in Tweet in G10:
[1] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[741] Words in Sentiment List#1: Positive
[64] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[9555] Non-categorized Words
[10360] Total Words
[218] svforum
[70] women
[69] visionary
[68] 2020
[63] pitch

Top Words in Tweet in G1:
[54] svforum
[42] 2020
[39] pitch
[35] startup
[29] visionary
[29] valley
[28] silicon
[28] night
[28] women
[26] one

Top Words in Tweet in G2:
[80] svforum
[27] congrats
[24] founder
[22] visionary
[18] ceo
[16] dvfernandez1
[14] 2020
[14] salliekrawcheck
[13] women
[12] honoree

Top Words in Tweet in G3:
[26] royamahboob
[18] svforum
[16] congratulations
[15] visionary
[13] one
[11] inspiring
[10] helay_r
[9] many
[9] being
[9] honored

Top Words in Tweet in G4:
[24] svforum
[9] thesvo
[7] dvfernandez1
[6] soalliance
[5] work
[5] matthewmahood
[5] team
[5] community
[4] silicon
[4] valley

Top Words in Tweet in G5:
[2] svforum
[2] svbizjournal

Top Words in Tweet in G6:
[20] women
[16] svforum
[14] tech
[14] festival
[8] 2020
[8] #svfwit20
[7] excited
[7] witfestival
[6] business
[6] work

Top Words in Tweet in G7:
[17] svforum
[14] pitch
[12] startup
[10] avantaventures
[9] night
[7] apply
[6] #cybersecurity
[4] explains
[4] startupedia
[4] events

Top Words in Tweet in G9:
[5] bnarasin
[5] ginarudan
[4] pumped
[4] interviewing
[4] brunchwork
[4] stage
[4] thursday
[4] know
[3] alubarsky2
[3] comin

Top Words in Tweet in G10:
[3] svforum
[3] svleadershipgrp
[2] bansalmanju

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[41] silicon,valley
[37] pitch,night
[35] visionary,awards
[31] women,tech
[30] tech,festival
[30] founder,ceo
[24] svforum,congrats
[20] 2020,women
[18] congrats,visionary
[18] visionary,honoree

Top Word Pairs in Tweet in G1:
[27] silicon,valley
[22] pitch,night
[21] visionary,awards
[13] women,tech
[12] tech,festival
[11] 2020,visionary
[11] startup,events
[10] week,startup
[10] #va22,#visionaryawards
[9] gt,gt

Top Word Pairs in Tweet in G2:
[20] svforum,congrats
[17] founder,ceo
[12] congrats,visionary
[12] visionary,honoree
[10] visionary,awards
[6] silicon,valley
[5] #visionary,join
[5] join,february
[5] february,6th
[5] 6th,celebrate

Top Word Pairs in Tweet in G3:
[10] congratulations,royamahboob
[9] many,congratulations
[9] royamahboob,being
[9] being,honored
[9] honored,one
[9] one,visionary
[9] visionary,leaders
[9] leaders,re
[9] re,inspiring
[9] inspiring,everyone

Top Word Pairs in Tweet in G4:
[4] silicon,valley
[4] svforum,coming
[4] coming,next
[4] next,community
[4] community,events
[4] events,hackathons
[4] hackathons,venture
[4] venture,summits
[4] summits,more
[4] more,friends

Top Word Pairs in Tweet in G6:
[13] women,tech
[13] tech,festival
[8] 2020,women
[5] #svfwit20,svforum
[5] annual,women
[5] join,onstage
[5] onstage,2020
[4] nutshell,svforum
[4] svforum,annual
[4] festival,celebrates

Top Word Pairs in Tweet in G7:
[9] pitch,night
[6] night,avantaventures
[4] startup,events
[4] apply,pitch
[4] #cybersecurity,#insurance
[4] #insurance,pitch
[4] avantaventures,svforum
[4] svforum,#svfcybersec
[3] left,apply
[3] silicon,valley

Top Word Pairs in Tweet in G9:
[5] bnarasin,ginarudan
[4] pumped,interviewing
[4] interviewing,bnarasin
[4] ginarudan,brunchwork
[4] brunchwork,stage
[4] stage,thursday
[4] thursday,know
[3] alubarsky2,pumped
[3] know,comin

Top Word Pairs in Tweet in G10:
[3] svforum,svleadershipgrp
[2] bansalmanju,svforum

Top Replied-To
Top Replied-To in Entire Graph:
@svforum
@sfdenyse
@witfestival
@bansalmanju
@jeetkavathekar
@hausvonm
@stealthmountain
@wajisa
@mariatamellini
@soalliance

Top Replied-To in G1:
@svforum
@stealthmountain
@hausvonm
@jeetkavathekar
@thegrupoflor

Top Replied-To in G2:
@sfdenyse
@svforum
@ldduval11
@mariatamellini

Top Replied-To in G3:
@mashrafhaidari
@royamahboob
@helay_r

Top Replied-To in G4:
@soalliance
@svforum
@matthewmahood

Top Replied-To in G5:
@cagovernor

Top Replied-To in G6:
@witfestival
@svforum

Top Replied-To in G8:
@wajisa

Top Replied-To in G10:
@bansalmanju

Top Mentioned
Top Mentioned in Entire Graph:
@svforum
@royamahboob
@dvfernandez1
@thesvo
@salliekrawcheck
@soalliance
@avantaventures
@devpost
@witfestival
@therealreal

Top Mentioned in G1:
@svforum
@devpost
@royamahboob
@avantaventures
@klgates
@chrisyeh
@dvfernandez1
@novarica
@mercer
@soalliance

Top Mentioned in G2:
@svforum
@dvfernandez1
@salliekrawcheck
@royamahboob
@soalliance
@mustafasuleymn
@therealreal
@sfdenyse
@ellevest
@elle

Top Mentioned in G3:
@royamahboob
@svforum
@helay_r
@linarozbih
@digitalcitizenf
@mashrafhaidari
@doctorafghan
@alaskaair
@soalliance
@dvfernandez1

Top Mentioned in G4:
@svforum
@thesvo
@dvfernandez1
@soalliance
@matthewmahood
@witi
@devpost
@madisonnguyen
@y
@edtruong

Top Mentioned in G5:
@svforum
@svbizjournal
@smartcitiesdive
@smartcityexpo
@ieeesmartcities
@smartcitiesny
@dxbsmartcity
@smartcity_lab
@worldsmartcity
@svrising

Top Mentioned in G6:
@svforum
@witfestival
@technologyliz
@servicenow
@acorns
@sarahkunst
@cleocapital
@kaitlynhova
@jbarrettnyc
@priyasaiprasad

Top Mentioned in G7:
@svforum
@avantaventures
@startupedia
@latino_startups
@rakeshtondon
@letote
@abbymalds
@pinterest
@svfor

Top Mentioned in G8:
@keishabottoms
@mcuban
@kaporcapital
@svforum
@gatesfoundation
@dell4impact
@gradyhealth
@blankfoundation
@macfound
@sama

Top Mentioned in G9:
@bnarasin
@ginarudan
@brunchwork
@alubarsky2
@svforum

Top Mentioned in G10:
@svforum
@svleadershipgrp

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@femtech_
@stealthmountain
@nytimes
@time
@alaskaair
@inc
@slackhq
@deray
@forbes

Top Tweeters in G1:
@cybersec_feeds
@stealthmountain
@nytimes
@time
@deray
@websecurityit
@theeconomist
@sfgiants
@salesforce
@docusign

Top Tweeters in G2:
@inc
@forbes
@newcommglobal
@itzpms
@vitocarrozzo
@ldduval11
@forbeswomen
@gardner_dave
@dsteketee97
@salliekrawcheck

Top Tweeters in G3:
@femtech_
@alaskaair
@wayand_
@alijaghori6
@goodgreencity
@doctorafghan
@wwstansburyccfa
@mashrafhaidari
@linarozbih
@afghanistaninlk

Top Tweeters in G4:
@slackhq
@tiktok_us
@giphy
@astommels
@microsoft
@devpost
@doordash
@twitter
@thesvo
@witi

Top Tweeters in G5:
@svbizjournal
@smartcitiesdive
@teslaownerssv
@smartcityexpo
@ieeesmartcities
@svrobo
@silicon_canal
@cagovernor
@smartcitiesny
@worldsmartcity

Top Tweeters in G6:
@marieclaire
@womensciaust
@gbengasesan
@servicenow
@mayfieldfund
@sarahkunst
@acorns
@jbarrettnyc
@pashacook
@kaitlynhova

Top Tweeters in G7:
@eustartup_comp
@carsten_roth_
@pinterest
@startupsnewsbot
@jmquint0324
@latino_startups
@chuy101
@letote
@suzmeraz
@therealneda

Top Tweeters in G8:
@macfound
@fema
@blankfoundation
@wajisa
@gatesfoundation
@dell4impact
@kaporcapital
@sama
@gradyhealth
@keishabottoms

Top Tweeters in G9:
@nea
@ginarudan
@brunchwork
@bnarasin
@alubarsky2

Top Tweeters in G10:
@gcabhijeet
@svleadershipgrp
@juanantonionazz
@bansalmanju


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