svforum, Twitter, 4/8/2020 8:52:01 AM, 224610


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svforum_2020-04-07_21-54-44.xlsx
svforum_2020-04-07_21-54-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2020
Short Description:
svforum via NodeXL https://bit.ly/3aVplV5
@svforum
@exchange5g
@makhersstudio
@devpost
@witfestival
@sfdenyse
@royamahboob
@o_carlovan
@avantaventures
@helay_r

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

Description:
Description
The graph represents a network of 178 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, 08 April 2020 at 04:54 UTC.

The requested start date was Wednesday, 08 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 64-day, 22-hour, 31-minute period from Sunday, 02 February 2020 at 18:30 UTC to Tuesday, 07 April 2020 at 17:02 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 : 178
Unique Edges : 327
Edges With Duplicates : 313
Total Edges : 640
Number of Edge Types : 4
MentionsInRetweet : 301
Tweet : 80
Mentions : 231
Replies to : 28
Self-Loops : 80
Reciprocated Vertex Pair Ratio : 0.114035087719298
Reciprocated Edge Ratio : 0.204724409448819
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 175
Maximum Edges in a Connected Component : 638
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.604042
Graph Density : 0.0120929346791087
Modularity : 0.339902
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 178 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, 08 April 2020 at 04:54 UTC.

The requested start date was Wednesday, 08 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 64-day, 22-hour, 31-minute period from Sunday, 02 February 2020 at 18:30 UTC to Tuesday, 07 April 2020 at 17:02 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
[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
[3] https://www.youtube.com/watch?v=-suI6d_VxX8&list=PLGl_aAgm1kyt7UNJmMUHa9UhKC_sugVef&index=5


Top URLs in Tweet in G1:
[10] https://siliconvalleyforum.com/event/cybersecurity-pitch-night-with-avanta-ventures/
[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
[3] https://eosio.devpost.com/?utm_source=sv_forum&utm_medium=twitter&utm_campaign=eosiosmartcontracts

Top URLs in Tweet in G2:
[2] https://twitter.com/svforum/status/1224399699861475328
[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://twitter.com/DoorDash/status/1241120122120450049
[1] https://www.instagram.com/p/B8hwrWPD8Ui/?igshid=hqao548m9kmb
[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 G4:
[3] https://twitter.com/SVForum/status/1225907846811770880

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] 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

Top URLs in Tweet in G9:
[1] https://mailchi.mp/svforum/next-week-dont-miss-cybersecurity-pitch-night-420645
[1] https://twitter.com/svforum/status/1245418111659945985

Top Domains
Top Domains in Tweet in Entire Graph:
[47] twitter.com
[25] siliconvalleyforum.com
[21] mailchi.mp
[13] youtube.com
[9] devpost.com
[6] linkedin.com
[4] eventbrite.com
[3] forms.gle
[3] bit.ly
[3] instagram.com

Top Domains in Tweet in G1:
[36] twitter.com
[24] siliconvalleyforum.com
[18] mailchi.mp
[13] youtube.com
[9] devpost.com
[6] linkedin.com
[4] eventbrite.com
[2] facebook.com
[2] forms.gle
[2] bit.ly

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

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

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[25] svfva22
[17] cybersecurity
[14] svfwit20
[11] siliconvalley
[11] cyberinsurance
[7] visionaryawards
[7] afghanistan
[6] agtech
[4] svsup20
[4] insurance



Top Hashtags in Tweet in G1:
[18] svfva22
[14] cybersecurity
[8] svfwit20
[8] cyberinsurance
[4] agtech
[4] insurance
[4] svfcybersec
[3] svsup20
[3] visionaryawards
[3] siliconvalley

Top Hashtags in Tweet in G2:
[5] svfva22
[2] svfva2020
[2] mondaymotivation
[2] soalliance
[2] visionaryawards
[2] cybersecurity
[2] cyberinsurance
[1] svlife
[1] globalbusiness
[1] visionaryaward

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

Top Hashtags in Tweet in G4:
[6] siliconvalley
[5] afghanistan
[2] svfva22
[1] visionaryawards
[1] agtech
[1] visionaryworld
[1] womenintech

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

Top Hashtags in Tweet in G6:
[6] svfwit20
[1] artificialintelligence
[1] shelterinplace
[1] witf2020

Top Hashtags in Tweet in G8:
[1] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[542] Words in Sentiment List#1: Positive
[51] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7093] Non-categorized Words
[7686] Total Words
[164] svforum
[58] women
[54] visionary
[52] pitch
[45] one

Top Words in Tweet in G1:
[45] svforum
[41] pitch
[29] night
[29] startup
[25] 2020
[23] women
[21] one
[21] silicon
[21] more
[21] avantaventures

Top Words in Tweet in G2:
[61] svforum
[23] congrats
[23] founder
[18] ceo
[18] visionary
[12] honoree
[11] salliekrawcheck
[11] women
[10] dvfernandez1
[9] royamahboob

Top Words in Tweet in G3:
[24] svforum
[10] thesvo
[6] dvfernandez1
[5] work
[5] matthewmahood
[5] team
[5] community
[5] soalliance
[4] important
[4] announcement

Top Words in Tweet in G4:
[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 G5:
[2] svforum
[2] svbizjournal

Top Words in Tweet in G6:
[15] women
[11] tech
[11] svforum
[10] festival
[8] 2020
[7] excited
[6] #svfwit20
[6] join
[5] onstage
[5] witfestival

Top Words in Tweet in G8:
[3] svforum
[3] svleadershipgrp
[2] bansalmanju

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[30] silicon,valley
[28] pitch,night
[28] founder,ceo
[27] women,tech
[25] tech,festival
[24] svforum,congrats
[21] visionary,awards
[20] 2020,women
[18] congrats,visionary
[18] visionary,honoree

Top Word Pairs in Tweet in G1:
[23] pitch,night
[20] silicon,valley
[13] night,avantaventures
[12] women,tech
[11] tech,festival
[11] visionary,awards
[9] 2020,women
[9] gt,gt
[8] #cybersecurity,#cyberinsurance
[8] apply,pitch

Top Word Pairs in Tweet in G2:
[20] svforum,congrats
[17] founder,ceo
[12] congrats,visionary
[12] visionary,honoree
[6] visionary,awards
[5] honoree,true
[5] true,inspiration
[5] inspiration,royamahboob
[5] royamahboob,founder
[5] ceo,digitalcitizenf

Top Word Pairs in Tweet in G3:
[4] important,announcement
[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

Top Word Pairs in Tweet in G4:
[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:
[11] women,tech
[10] 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 G8:
[3] svforum,svleadershipgrp
[2] bansalmanju,svforum

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

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

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

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

Top Replied-To in G4:
@mashrafhaidari
@royamahboob
@helay_r

Top Replied-To in G5:
@cagovernor

Top Replied-To in G6:
@witfestival

Top Replied-To in G7:
@wajisa

Top Replied-To in G8:
@bansalmanju

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

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

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

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

Top Mentioned in G4:
@royamahboob
@svforum
@helay_r
@linarozbih
@digitalcitizenf
@mashrafhaidari
@doctorafghan
@alaskaair
@soalliance
@dvfernandez1

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

Top Mentioned in G6:
@svforum
@technologyliz
@witfestival
@acorns
@mariasalamancam
@unshackledvc
@servicenow
@chrisyeh
@jbarrettnyc

Top Mentioned in G7:
@keishabottoms
@mcuban
@kaporcapital
@svforum
@gatesfoundation
@dell4impact
@gradyhealth
@blankfoundation
@macfound
@sama

Top Mentioned in G8:
@svforum
@svleadershipgrp

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@femtech_
@alaskaair
@inc
@slackhq
@deray
@websecurityit
@wayand_
@svbizjournal
@alijaghori6

Top Tweeters in G1:
@cybersec_feeds
@inc
@deray
@websecurityit
@sfgiants
@neo4j
@heeralalias
@founding
@hautelivingmag
@svforum

Top Tweeters in G2:
@newcommglobal
@itzpms
@vitocarrozzo
@mercer
@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:
@femtech_
@alaskaair
@wayand_
@alijaghori6
@goodgreencity
@doctorafghan
@wwstansburyccfa
@mashrafhaidari
@linarozbih
@afghanistaninlk

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

Top Tweeters in G6:
@gbengasesan
@servicenow
@mayfieldfund
@mariasalamancam
@sarahkunst
@acorns
@jbarrettnyc
@unshackledvc
@westandforwomen
@technologyliz

Top Tweeters in G7:
@macfound
@fema
@blankfoundation
@wajisa
@gatesfoundation
@kaporcapital
@dell4impact
@sama
@gradyhealth
@keishabottoms

Top Tweeters in G8:
@gcabhijeet
@svleadershipgrp
@juanantonionazz
@bansalmanju

Top Tweeters in G9:
@ya
@christinafo
@mstega


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