svforum, Twitter, 4/29/2020 3:37:01 PM, 225810


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svforum_2020-04-28_21-57-20.xlsx
svforum_2020-04-28_21-57-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 29, 2020
Short Description:
svforum via NodeXL https://bit.ly/2Wc2PRw
@svforum
@sfdenyse
@exchange5g
@makhersstudio
@devpost
@witfestival
@royamahboob
@avantaventures
@o_carlovan
@helay_r

Top hashtags:
#svfva22
#cybersecurity
#svfwit20
#siliconvalley
#cyberinsurance
#covid19
#visionaryawards

Description:
Description
The graph represents a network of 214 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, 29 April 2020 at 04:57 UTC.

The requested start date was Wednesday, 29 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 84-day, 22-hour, 39-minute period from Sunday, 02 February 2020 at 18:30 UTC to Monday, 27 April 2020 at 17:09 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 : 214
Unique Edges : 308
Edges With Duplicates : 629
Total Edges : 937
Number of Edge Types : 5
Retweet : 177
MentionsInRetweet : 340
Mentions : 265
Tweet : 124
Replies to : 31
Self-Loops : 133
Reciprocated Vertex Pair Ratio : 0.0994897959183673
Reciprocated Edge Ratio : 0.180974477958237
Connected Components : 5
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 210
Maximum Edges in a Connected Component : 934
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.603542
Graph Density : 0.00945548681497082
Modularity : 0.278023
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 214 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, 29 April 2020 at 04:57 UTC.

The requested start date was Wednesday, 29 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 84-day, 22-hour, 39-minute period from Sunday, 02 February 2020 at 18:30 UTC to Monday, 27 April 2020 at 17:09 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://www.linkedin.com/in/pratyush-prakhar
[6] https://siliconvalleyforum.com/event/the-impact-of-covid-19-on-funding-for-startups/
[4] https://mailchi.mp/svforum/important-announcement-official-as-of-feb-12
[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
[3] https://mailchi.mp/siliconvalleyforum/applications-now-open-for-cybersecurity-pitch-night
[3] https://twitter.com/SVForum/status/1225907846811770880

Top URLs in Tweet in G1:
[10] https://siliconvalleyforum.com/event/cybersecurity-pitch-night-with-avanta-ventures/
[6] https://siliconvalleyforum.com/event/the-impact-of-covid-19-on-funding-for-startups/
[6] https://www.linkedin.com/in/pratyush-prakhar
[3] https://www.youtube.com/playlist?list=PLGl_aAgm1kyt7UNJmMUHa9UhKC_sugVef

[3] https://siliconvalleyforum.com/women-in-tech-festival/
[3] https://siliconvalleyforum.com/silicon-valley-start-up/
[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
[3] https://mailchi.mp/siliconvalleyforum/applications-now-open-for-cybersecurity-pitch-night
[3] https://devpost.com/facebook?utm_source=sv_forum&utm_medium=twitter&utm_campaign=fbhackathonseries1

Top URLs in Tweet in G2:
[2] https://twitter.com/svforum/status/1224399699861475328
[1] https://www.businessinsider.com/personal-finance/great-recession-vs-coronavirus-different-sallie-krawcheck-2020-4
[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

Top URLs in Tweet in G3:
[2] https://mailchi.mp/svforum/important-announcement-official-as-of-feb-12
[1] https://bit.ly/2QMufvt
[1] https://twitter.com/DoorDash/status/1241120122120450049
[1] http://ow.ly/V2Z750zd5LZ
[1] http://www.diningatadistance.com/san-jose
[1] http://ow.ly/wzDt50zpUGW
[1] https://www.instagram.com/p/B8hwrWPD8Ui/?igshid=hqao548m9kmb
[1] https://www.instagram.com/p/B9FPMyhDhM3/?igshid=1vrv7sdqy6yjc
[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 G4:
[1] https://a16z.com/2020/04/18/its-time-to-build/
[1] https://twitter.com/svforum/status/1253390197175259137

Top URLs in Tweet in G5:
[3] https://twitter.com/SVForum/status/1225907846811770880

Top URLs in Tweet in G6:
[2] https://twitter.com/svforum/status/1248708143279824896
[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/FastCoWorkLife/status/1253777346907246593
[1] https://twitter.com/SVForum/status/1232373467762298880
[1] https://twitter.com/svforum/status/1248700706774646785

Top URLs in Tweet in G7:
[1] https://twitter.com/Exchange5g/status/1223982382895828995
[1] https://youtu.be/XcbQMZywOg8

Top URLs in Tweet in G10:
[1] https://mailchi.mp/svforum/next-week-dont-miss-cybersecurity-pitch-night-420645
[1] https://twitter.com/svforum/status/1245418111659945985
[1] https://twitter.com/SVForum/status/1250880516414373889

Top Domains
Top Domains in Tweet in Entire Graph:
[78] twitter.com
[33] siliconvalleyforum.com
[23] mailchi.mp
[13] youtube.com
[9] devpost.com
[6] bit.ly
[6] linkedin.com
[4] eventbrite.com
[4] instagram.com
[3] inc.com

Top Domains in Tweet in G1:
[61] twitter.com
[32] siliconvalleyforum.com
[20] mailchi.mp
[13] youtube.com
[9] devpost.com
[6] linkedin.com
[5] bit.ly
[4] eventbrite.com
[3] inc.com
[2] onset.com

Top Domains in Tweet in G2:
[3] twitter.com
[1] businessinsider.com
[1] bizjournals.com

Top Domains in Tweet in G3:
[2] twitter.com
[2] ow.ly
[2] instagram.com
[2] mailchi.mp
[1] bit.ly
[1] diningatadistance.com
[1] bizjournals.com

Top Domains in Tweet in G4:
[1] a16z.com
[1] twitter.com

Top Domains in Tweet in G5:
[3] twitter.com

Top Domains in Tweet in G6:
[5] twitter.com
[1] siliconvalleyforum.com
[1] forms.gle

Top Domains in Tweet in G7:
[1] twitter.com
[1] youtu.be

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[25] svfva22
[17] cybersecurity
[14] svfwit20
[11] siliconvalley
[11] cyberinsurance
[10] covid19
[7] visionaryawards
[7] afghanistan
[6] agtech
[6] callforcode



Top Hashtags in Tweet in G1:
[18] svfva22
[14] cybersecurity
[10] covid19
[8] svfwit20
[8] cyberinsurance
[6] startup
[4] agtech
[4] business
[4] insurance
[4] svfcybersec

Top Hashtags in Tweet in G2:
[3] svfva22
[2] svfva2020
[2] soalliance
[2] visionaryawards
[1] svlife
[1] globalbusiness
[1] mondaymotivation
[1] visionaryaward
[1] svfva20
[1] youthforclimate

Top Hashtags in Tweet in G3:
[1] buildforcovid19
[1] visionaryawards
[1] cybersecurity
[1] cyberinsurance

Top Hashtags in Tweet in G4:
[2] svfva22
[2] cybersecurity
[2] cyberinsurance
[1] mondaymotivation
[1] siliconvalley
[1] afghanistan
[1] agtech
[1] svsup20
[1] shelterinplace
[1] womeningaming

Top Hashtags in Tweet in G5:
[6] siliconvalley
[5] afghanistan
[2] svfva22
[1] visionaryawards
[1] agtech
[1] visionaryworld
[1] womenintech

Top Hashtags in Tweet in G6:
[6] svfwit20
[5] callforcode
[3] techforgood
[1] artificialintelligence
[1] shelterinplace
[1] witf2020

Top Hashtags in Tweet in G7:
[1] smartcities
[1] siliconvalley

Top Hashtags in Tweet in G9:
[1] coronavirus

Top Hashtags in Tweet in G10:
[1] quoteoftheday

Top Words
Top Words in Tweet in Entire Graph:
[643] Words in Sentiment List#1: Positive
[89] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[9199] Non-categorized Words
[9931] Total Words
[184] svforum
[63] women
[56] visionary
[52] 2020
[52] pitch

Top Words in Tweet in G1:
[56] svforum
[41] pitch
[36] startup
[32] 2020
[29] night
[27] avantaventures
[26] more
[25] startups
[24] silicon
[24] women

Top Words in Tweet in G2:
[30] svforum
[18] founder
[18] congrats
[15] ceo
[13] visionary
[10] salliekrawcheck
[9] honoree
[8] dvfernandez1
[7] inspiring
[6] royamahboob

Top Words in Tweet in G3:
[25] svforum
[10] thesvo
[6] dvfernandez1
[5] community
[5] more
[5] work
[5] matthewmahood
[5] team
[5] soalliance
[4] coming

Top Words in Tweet in G4:
[34] svforum
[7] women
[7] one
[6] founder
[6] next
[5] silicon
[5] valley
[5] tech
[5] 2020
[5] visionary

Top Words in Tweet in G5:
[26] royamahboob
[17] svforum
[16] congratulations
[15] visionary
[13] one
[11] inspiring
[10] helay_r
[9] many
[9] being
[9] honored

Top Words in Tweet in G6:
[19] women
[16] svforum
[12] tech
[11] festival
[10] 2020
[8] witfestival
[7] excited
[7] join
[6] #svfwit20
[6] part

Top Words in Tweet in G7:
[2] svforum
[2] svbizjournal

Top Words in Tweet in G9:
[3] svforum
[3] svleadershipgrp
[2] bansalmanju

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[33] silicon,valley
[30] founder,ceo
[28] women,tech
[28] pitch,night
[26] tech,festival
[24] svforum,congrats
[22] visionary,awards
[20] 2020,women
[19] covid,19
[19] visionary,honoree

Top Word Pairs in Tweet in G1:
[23] silicon,valley
[23] pitch,night
[16] covid,19
[13] night,avantaventures
[12] women,tech
[12] visionary,awards
[11] tech,festival
[11] gt,gt
[9] 2020,women
[8] free,webinar

Top Word Pairs in Tweet in G2:
[15] svforum,congrats
[14] founder,ceo
[9] congrats,visionary
[9] visionary,honoree
[4] honoree,true
[4] true,inspiration
[4] inspiration,royamahboob
[4] royamahboob,founder
[4] ceo,digitalcitizenf
[4] digitalcitizenf,champion

Top Word Pairs in Tweet in G3:
[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
[4] friends,thesvo

Top Word Pairs in Tweet in G4:
[5] silicon,valley
[5] svforum,congrats
[4] founder,ceo
[4] women,tech
[4] tech,festival
[4] marialegre,chartboost
[3] congrats,visionary
[3] visionary,honoree
[3] 2020,women
[3] svforum,marialegre

Top Word Pairs in Tweet in G5:
[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 G6:
[12] women,tech
[11] tech,festival
[8] 2020,women
[5] #svfwit20,svforum
[5] join,onstage
[5] onstage,2020
[4] festival,giving
[3] excited,elizabeth
[3] elizabeth,adams
[3] adams,technologyliz

Top Word Pairs in Tweet in G9:
[3] svforum,svleadershipgrp
[2] bansalmanju,svforum

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

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

Top Replied-To in G2:
@svforum

Top Replied-To in G3:
@soalliance
@svforum
@matthewmahood

Top Replied-To in G4:
@sfdenyse
@svforum
@mariatamellini
@wagner_tim

Top Replied-To in G5:
@mashrafhaidari
@royamahboob
@helay_r

Top Replied-To in G6:
@witfestival

Top Replied-To in G7:
@cagovernor

Top Replied-To in G8:
@wajisa

Top Replied-To in G9:
@bansalmanju

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

Top Mentioned in G1:
@svforum
@avantaventures
@devpost
@royamahboob
@thesvo
@chrisyeh
@dvfernandez1
@salliekrawcheck
@mercer
@soalliance

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

Top Mentioned in G3:
@svforum
@thesvo
@dvfernandez1
@witi
@devpost
@matthewmahood
@soalliance
@y
@madisonnguyen
@edtruong

Top Mentioned in G4:
@svforum
@marialegre
@chartboost
@royamahboob
@soalliance
@dvfernandez1
@salliekrawcheck
@thesvo
@sfdenyse
@witfestival

Top Mentioned in G5:
@royamahboob
@svforum
@helay_r
@linarozbih
@digitalcitizenf
@mashrafhaidari
@doctorafghan
@alaskaair
@soalliance
@dvfernandez1

Top Mentioned in G6:
@svforum
@witfestival
@technologyliz
@ibm
@acorns
@mariasalamancam
@unshackledvc
@sharichiara
@servicenow

Top Mentioned in G7:
@svforum
@svbizjournal
@smartcitiesdive
@smartcityexpo
@ieeesmartcities
@smartcitiesny
@dxbsmartcity
@smartcity_lab
@worldsmartcity
@svrising

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

Top Mentioned in G9:
@svforum
@svleadershipgrp

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@businessinsider
@femtech_
@lollydaskal
@alaskaair
@mercnews
@inc
@slackhq
@deray
@forbes

Top Tweeters in G1:
@cybersec_feeds
@lollydaskal
@mercnews
@inc
@deray
@forbes
@websecurityit
@designhilldh
@reneemhamilton
@sfgiants

Top Tweeters in G2:
@businessinsider
@newcommglobal
@itzpms
@vitocarrozzo
@gardner_dave
@dsteketee97
@salliekrawcheck
@elonmusk
@ellevest
@therealreal

Top Tweeters in G3:
@slackhq
@tiktok_us
@giphy
@astommels
@microsoft
@devpost
@doordash
@twitter
@pinterest
@thesvo

Top Tweeters in G4:
@alaskaair
@hootsuite
@rocketspace
@zappos
@creditkarma
@spotify
@uber
@docker
@practicefusion
@chartboost

Top Tweeters in G5:
@femtech_
@wayand_
@alijaghori6
@goodgreencity
@doctorafghan
@wwstansburyccfa
@mashrafhaidari
@linarozbih
@afghanistaninlk
@monawar

Top Tweeters in G6:
@gbengasesan
@ibm
@sharichiara
@servicenow
@crblake
@sarahkunst
@mayfieldfund
@mariasalamancam
@wyattju
@acorns

Top Tweeters in G7:
@svbizjournal
@smartcitiesdive
@teslaownerssv
@smartcityexpo
@ieeesmartcities
@svrobo
@silicon_canal
@cagovernor
@smartcitiesny
@worldsmartcity

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

Top Tweeters in G9:
@gcabhijeet
@svleadershipgrp
@juanantonionazz
@bansalmanju

Top Tweeters in G10:
@ya
@christinafo
@mstega
@weeklynames


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