svforum, Twitter, 8/5/2020 4:56:16 AM, 231890


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svforum_2020-08-04_21-52-00.xlsx
svforum_2020-08-04_21-52-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 05, 2020
Short Description:
svforum via NodeXL https://bit.ly/31odgEx
@svforum
@gurdips1
@sfdenyse
@wipro
@founding
@eventbrowseus
@damianodemarchi
@netappwit
@padmasree
@dr_black

Top hashtags:
#cybersecurity
#womenintech
#insurtech
#fintech
#svfcyber
#svffuturefocus
#covid19
#futureofwork

Description:
Description
The graph represents a network of 290 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, 05 August 2020 at 04:52 UTC.

The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 94-day, 23-hour, 38-minute period from Friday, 01 May 2020 at 23:26 UTC to Tuesday, 04 August 2020 at 23:05 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 : 290
Unique Edges : 373
Edges With Duplicates : 822
Total Edges : 1195
Number of Edge Types : 5
Mentions : 381
Replies to : 22
Retweet : 243
MentionsInRetweet : 471
Tweet : 78
Self-Loops : 78
Reciprocated Vertex Pair Ratio : 0.0723327305605787
Reciprocated Edge Ratio : 0.134907251264755
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 284
Maximum Edges in a Connected Component : 1188
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.519171
Graph Density : 0.00707552797995466
Modularity : 0.32563
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 290 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, 05 August 2020 at 04:52 UTC.

The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 94-day, 23-hour, 38-minute period from Friday, 01 May 2020 at 23:26 UTC to Tuesday, 04 August 2020 at 23:05 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:
[9] https://siliconvalleyforum.com/event/a-sense-of-belonging-how-to-foster-inclusivity-in-your-workplace/
[8] https://siliconvalleyforum.com/event/future-focus-insurance-technology-the-impact-of-covid-19/
[8] https://siliconvalleyforum.com/event/women-in-tech-forum-fearless-global-women/
[8] https://siliconvalleyforum.com/event/risky-business-innovation-and-cybersecurity-with-avanta-ventures/
[6] https://siliconvalleyforum.com/event/women-the-future-of-work-from-covid-19-to-automation-to-artificial-intelligence/
[5] https://www.eventbrowse.com/the-best-online-events-in-the-us-today/
[4] https://siliconvalleyforum.com/event/crafting-your-perfect-startup-story-workshop-webinar-with-chris-yeh/
[4] https://siliconvalleyforum.com/event/female-founders-forumlessons-reflections-leading-at-the-speed-of-change/
[4] https://siliconvalleyforum.com/event/office-hours-with-avanta-ventures-focus-on-fintech-startups/
[3] https://siliconvalleyforum.com/event/shopping-around-the-post-pandemic-future-of-retail/

Top URLs in Tweet in G1:
[6] https://siliconvalleyforum.com/event/a-sense-of-belonging-how-to-foster-inclusivity-in-your-workplace/
[6] https://siliconvalleyforum.com/event/women-in-tech-forum-fearless-global-women/
[6] https://siliconvalleyforum.com/event/women-the-future-of-work-from-covid-19-to-automation-to-artificial-intelligence/
[4] https://siliconvalleyforum.com/event/crafting-your-perfect-startup-story-workshop-webinar-with-chris-yeh/
[4] https://siliconvalleyforum.com/event/female-founders-forumlessons-reflections-leading-at-the-speed-of-change/
[3] https://siliconvalleyforum.com/event/the-set-up-advice-for-new-entrepreneurs-navigating-the-covid-19-era/
[3] https://siliconvalleyforum.com/event/cybersecurity-insurance-pitch-night-with-avanta-ventures/
[3] https://siliconvalleyforum.com/event/future-focus-insurance-technology-the-impact-of-covid-19/
[3] https://siliconvalleyforum.com/event/risky-business-innovation-and-cybersecurity-with-avanta-ventures/
[3] https://siliconvalleyforum.com/event/shopping-around-the-post-pandemic-future-of-retail/

Top URLs in Tweet in G2:
[2] https://twitter.com/svforum/status/1281715709542690816
[2] https://siliconvalleyforum.com/event/risky-business-innovation-and-cybersecurity-with-avanta-ventures/
[1] https://siliconvalleyforum.com/event/office-hours-with-avanta-ventures-focus-on-fintech-startups/
[1] https://twitter.com/svforum/status/1268618754088292353
[1] https://twitter.com/svforum/status/1289229639848562689
[1] https://bit.ly/2XefpAt
[1] https://bit.ly/30L2olh
[1] https://siliconvalleyforum.com/event/future-focus-insurance-technology-the-impact-of-covid-19/
[1] https://ibm.co/3fcAXWp
[1] https://twitter.com/svforum/status/1288955512235556864

Top URLs in Tweet in G3:
[3] https://www.eventbrite.com/e/women-in-tech-forum-fearless-global-women-tickets-103267802778
[2] https://siliconvalleyforum.com/event/women-in-tech-forum-fearless-global-women/
[1] https://twitter.com/ALOM_GLOBAL/status/1270080294276575233
[1] https://www.youtube.com/watch?v=arskLySaazM&feature=youtu.be

[1] https://twitter.com/svforum/status/1268994924071907328
[1] https://twitter.com/techledes/status/1270889287160983553
[1] https://twitter.com/SVForum/status/1268994924071907328
[1] https://twitter.com/hannahkain/status/1270084415998226432
[1] https://twitter.com/SVForum/status/1174508972478386176

Top URLs in Tweet in G4:
[1] https://twitter.com/fii_news/status/1286110411637456897

Top URLs in Tweet in G5:
[4] https://www.eventbrowse.com/the-best-online-events-in-the-us-today/
[1] https://trib.al/9vI1Q8F

Top URLs in Tweet in G6:
[4] https://siliconvalleyforum.com/event/future-focus-insurance-technology-the-impact-of-covid-19/
[3] https://siliconvalleyforum.com/event/risky-business-innovation-and-cybersecurity-with-avanta-ventures/
[2] https://www.eventbrite.com/e/risky-business-innovation-cybersecurity-with-avanta-ventures-tickets-110034129042
[2] https://www.onset.com/team/
[1] https://siliconangle.com/2020/06/10/emergency-response-technology-startup-rapidsos-raises-21m/
[1] https://techwireasia.com/2020/04/covid-19-means-consumers-want-agile-insurance-products-insurtech-can-deliver/
[1] https://docs.google.com/forms/d/e/1FAIpQLSfFYGU_E_eQY7vajGfhIWhk2qInKfLPibrrA9q6wbcF_iFf7A/viewform
[1] https://www.linkedin.com/posts/chenlevanon_gigeconomy-futureofwork-activity-6670165922562609152-Nd3n

Top URLs in Tweet in G7:
[3] https://siliconvalleyforum.com/event/a-sense-of-belonging-how-to-foster-inclusivity-in-your-workplace/
[1] https://twitter.com/SVForum/status/1263167971817672707
[1] https://changecatalyst-co.zoom.us/webinar/register/WN_RMERG4z9SR2yRVqf3Btf6Q
[1] https://twitter.com/changecatalysts/status/1274094295511793665
[1] https://twitter.com/sfdirewolf/status/1277581121010589696

Top URLs in Tweet in G8:
[1] https://bit.ly/2WE7cVV
[1] https://twitter.com/SVForum/status/1280568887742881792

Top URLs in Tweet in G9:
[2] https://fi.co/insight/it-is-time-to-build-the-future-applications-now-open-to-founder-institute-san-francisco-fall-2020
[1] https://fi.co/insight/now-is-the-time-to-build-the-future-applications-open-to-founder-institute-silicon-valley-virtual-fall-2020
[1] https://fi.co/insight/founder-institute-announces-its-flagship-silicon-valley-accelerator-program-has-gone-fully-virtual

Top Domains
Top Domains in Tweet in Entire Graph:
[70] siliconvalleyforum.com
[56] twitter.com
[7] fastcompany.com
[6] inc.com
[6] eventbrite.com
[5] eventbrowse.com
[4] trib.al
[4] fi.co
[3] bit.ly
[3] devpost.com

Top Domains in Tweet in G1:
[54] siliconvalleyforum.com
[32] twitter.com
[7] fastcompany.com
[6] inc.com
[3] devpost.com
[3] trib.al
[2] mailchi.mp
[2] 500.co
[2] agfundernews.com
[2] startupedia.info

Top Domains in Tweet in G2:
[9] twitter.com
[4] siliconvalleyforum.com
[2] bit.ly
[1] ibm.co
[1] spotify.com

Top Domains in Tweet in G3:
[6] twitter.com
[3] eventbrite.com
[2] siliconvalleyforum.com
[1] youtube.com

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

Top Domains in Tweet in G5:
[4] eventbrowse.com
[1] trib.al

Top Domains in Tweet in G6:
[7] siliconvalleyforum.com
[2] eventbrite.com
[2] onset.com
[1] siliconangle.com
[1] techwireasia.com
[1] google.com
[1] linkedin.com

Top Domains in Tweet in G7:
[3] twitter.com
[3] siliconvalleyforum.com
[1] zoom.us

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

Top Domains in Tweet in G9:
[4] fi.co

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[44] cybersecurity
[21] womenintech
[18] insurtech
[16] fintech
[16] svfcyber
[12] svffuturefocus
[11] covid19
[11] futureofwork
[10] cyberinsurance
[8] artificialintelligence



Top Hashtags in Tweet in G1:
[19] cybersecurity
[11] insurtech
[11] svfcyber
[8] svffuturefocus
[7] artificialintelligence
[6] futureofshopping
[6] futureofwork
[6] blockchain
[5] automation
[5] cyberinsurance

Top Hashtags in Tweet in G2:
[12] cybersecurity
[4] futureofwork
[3] insurtech
[3] trust
[3] technology
[2] fintech
[2] security
[2] wiprovirtual
[1] automation
[1] artificialintelligence

Top Hashtags in Tweet in G3:
[19] womenintech
[7] siliconvalleyforum
[2] entrepreneurs
[2] svfstartuppitchnight
[2] sanfrancisco
[1] globalbusiness
[1] hamilton
[1] storytelling
[1] prtips
[1] learnfromothersexperience

Top Hashtags in Tweet in G5:
[4] events
[4] conferences
[1] siliconvalley
[1] twitter
[1] competitor
[1] vulgarity
[1] hashtags

Top Hashtags in Tweet in G6:
[13] cybersecurity
[9] fintech
[5] covid19
[5] vc
[5] cyberinsurance
[4] insurance
[4] svfcyber
[4] insurtech
[4] svffuturefocus
[3] avantaevents

Top Hashtags in Tweet in G7:
[5] inclusivity
[5] workplace
[1] equity
[1] managerchats
[1] virtual

Top Hashtags in Tweet in G8:
[2] ai
[1] automation
[1] machinelearning

Top Hashtags in Tweet in G9:
[4] fiworldwide
[2] startup

Top Words
Top Words in Tweet in Entire Graph:
[191] svforum
[62] women
[55] join
[52] virtual
[44] #cybersecurity
[43] today
[40] global
[38] avantaventures
[37] july
[37] more

Top Words in Tweet in G1:
[42] svforum
[32] women
[27] join
[26] virtual
[25] today
[22] more
[21] covid
[20] thursday
[20] register
[20] future

Top Words in Tweet in G2:
[49] svforum
[13] insights
[13] wipro
[12] women
[12] threats
[12] experts
[12] #cybersecurity
[11] join
[11] protect
[11] business

Top Words in Tweet in G3:
[32] svforum
[29] global
[26] techledes
[23] annapapallona
[21] hannahkain
[19] #womenintech
[16] discussion
[15] padmasree
[14] women
[14] june

Top Words in Tweet in G4:
[2] market

Top Words in Tweet in G5:
[4] daily
[4] besteventsintheus
[4] list
[4] ready
[4] #events
[4] #conferences
[4] gopherguides
[4] nocoug
[3] techcrunch
[3] eventbrowseus

Top Words in Tweet in G6:
[34] svforum
[16] stage
[16] avantaventures
[14] pitch
[13] founders
[13] #cybersecurity
[12] early
[12] july
[11] pst
[10] calling

Top Words in Tweet in G7:
[10] svforum
[9] mbrianaepler
[9] free
[9] webinar
[9] lafawn
[9] krliu_advocate
[7] workplace
[7] jenniferbrown
[6] foster
[6] annabelrchang

Top Words in Tweet in G8:
[10] svforum
[7] join
[4] thursday
[4] look
[4] women
[3] miss
[3] leading
[3] ladies
[3] jingbrewer
[3] accenture

Top Words in Tweet in G9:
[12] sunday
[12] deadline
[12] apply
[12] founder
[12] institute
[12] virtual
[12] program
[8] founding
[8] silicon
[7] early

Top Words in Tweet in G10:
[6] svforum
[5] viendo
[5] mstega
[5] congreso
[5] maizysorgo
[5] futuro
[5] biobasado
[5] sustentabilidad
[5] esperanza
[5] recuerda

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[28] 00,pm
[23] covid,19
[21] early,stage
[20] silicon,valley
[19] virtual,event
[19] pm,pst
[18] looking,forward
[17] fearless,global
[17] global,women
[16] free,webinar

Top Word Pairs in Tweet in G1:
[17] covid,19
[13] 00,pm
[10] #svfcyber,#cybersecurity
[10] virtual,event
[9] female,founders
[9] pm,pst
[8] silicon,valley
[8] last,chance
[7] early,stage
[6] lead,free

Top Word Pairs in Tweet in G2:
[11] protect,business
[11] business,#cybersecurity
[11] #cybersecurity,threats
[11] threats,latest
[11] latest,insights
[11] insights,wipro's
[11] wipro's,biplab
[11] biplab,adhya
[11] adhya,experts
[9] wipro,protect

Top Word Pairs in Tweet in G3:
[13] padmasree,ba_minuzzi
[12] techledes,annapapallona
[11] looking,forward
[11] fearless,global
[11] global,women
[10] ba_minuzzi,hannahkain
[10] listening,stories
[10] stories,advice
[10] advice,svforum
[10] svforum,panel

Top Word Pairs in Tweet in G5:
[4] daily,besteventsintheus
[4] besteventsintheus,list
[4] list,ready
[4] ready,#events
[4] #events,#conferences
[4] #conferences,gopherguides
[4] gopherguides,nocoug
[3] eventbrowseus,daily

Top Word Pairs in Tweet in G6:
[12] early,stage
[9] stage,#fintech
[9] #fintech,startup
[8] calling,early
[8] startup,founders
[8] office,hours
[8] july,7th
[8] 7th,00
[8] 00,pm
[8] pm,pst

Top Word Pairs in Tweet in G7:
[9] free,webinar
[9] lafawn,krliu_advocate
[6] krliu_advocate,annabelrchang
[5] inclusivity,workplace
[5] melinda,briana
[5] briana,epler
[5] epler,mbrianaepler
[5] mbrianaepler,moderates
[5] moderates,sense
[5] sense,belonging

Top Word Pairs in Tweet in G8:
[3] svforum,miss
[3] miss,leading
[3] leading,ladies
[3] jingbrewer,accenture
[3] accenture,ventures
[3] ventures,shelly
[3] shelly,shatterfund
[3] shatterfund,michelle
[3] michelle,messina
[3] messina,explora

Top Word Pairs in Tweet in G9:
[12] founder,institute
[12] virtual,program
[7] silicon,valley
[7] valley,founder
[7] final,deadline
[7] deadline,first
[7] first,online
[7] online,cohort
[7] institute,sunday
[7] sunday,apply

Top Word Pairs in Tweet in G10:
[5] viendo,mstega
[5] mstega,congreso
[5] congreso,maizysorgo
[5] maizysorgo,futuro
[5] futuro,biobasado
[5] biobasado,sustentabilidad
[5] sustentabilidad,esperanza
[5] esperanza,recuerda
[5] recuerda,svforum
[5] svforum,rosario

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@svforum
@avantaventures
@techledes
@annapapallona
@hannahkain
@chrisyeh
@wipro
@padmasree
@ba_minuzzi
@mbrianaepler

Top Mentioned in G1:
@svforum
@chrisyeh
@avantaventures
@blackgirlscode
@ibm
@mbrianaepler
@sfdenyse
@novarica
@ellevest
@lyndagrindstaff

Top Mentioned in G2:
@svforum
@wipro
@svfo
@petah
@sfdenyse
@staceyretail
@avantaventures
@jordanezrfisher
@jingbrewer
@biancaghose

Top Mentioned in G3:
@svforum
@techledes
@annapapallona
@hannahkain
@padmasree
@ba_minuzzi
@maryjeanschmitt
@hannahk
@global__tactics
@alom_global

Top Mentioned in G4:
@usfunds
@citi
@cmegroup
@nymex
@bankofamerica
@dbsbank
@dbsbankindia
@ababankers
@americanbankctr
@lockheedmartin

Top Mentioned in G5:
@gopherguides
@nocoug
@eventbrowseus
@techcrunch
@svforum
@panzer
@joeyhinson
@dao_digital
@wbresearch
@boastcapital

Top Mentioned in G6:
@svforum
@avantaventures
@sbernardez
@novarica
@cowbellcyber
@mcafee
@lyndagrindstaff
@wipro
@biplabadhya

Top Mentioned in G7:
@svforum
@mbrianaepler
@lafawn
@krliu_advocate
@jenniferbrown
@annabelrchang
@gravityspeakers
@mbria

Top Mentioned in G8:
@svforum
@jingbrewer
@accenture
@shatterfund
@m2messina
@indeed
@google

Top Mentioned in G9:
@founding
@svforum
@sventrepreneur
@officialkpowell
@connectsv
@startupbussv

Top Mentioned in G10:
@svforum
@mstega
@maizysorgo
@aliciaciciliani
@chrisyeh

Top Tweeters
Top Tweeters in Entire Graph:
@clairebotai
@cybersec_feeds
@femtech_
@sherbah46958042
@walmart
@mercnews
@alaskaair
@inc
@parvez1
@forbes

Top Tweeters in G1:
@sherbah46958042
@walmart
@mercnews
@alaskaair
@inc
@forbes
@guykawasaki
@dr_black
@diversity54
@startgrowthhack

Top Tweeters in G2:
@clairebotai
@hiphopchess
@newcommglobal
@docusign
@mercer
@wipro
@bloomingdales
@gssahni
@bhaskarpmkvy
@ibm

Top Tweeters in G3:
@femtech_
@anotherguy
@scottwluton
@techledes
@padmasree
@_ellabot
@gpglobalconsult
@lawyercount
@annapapallona
@mercedes_adams

Top Tweeters in G4:
@svbizjournal
@teslaownerssv
@cmegroup
@dbsbank
@ababankers
@citi
@lockheedmartin
@gurdips1
@usfunds
@airbus

Top Tweeters in G5:
@techcrunch
@panzer
@mcinnovative
@eventbrowseus
@twitter
@hitlabnyc
@trueventures
@wschroll
@geertdebecker
@boastcapital

Top Tweeters in G6:
@cybersec_feeds
@greentechdon
@eustartup_comp
@mcafee
@insuringcal
@forceremote
@novarica
@rapidsos
@debigrey
@csaainsurancegp

Top Tweeters in G7:
@jkhoey
@ewhitmore
@jenniferbrown
@mbrianaepler
@docstefflbauer
@changecatalysts
@harvardwit
@krliu_advocate
@mbria
@lafawn

Top Tweeters in G8:
@google
@davidmullings
@accenture
@mxwts61
@indeed
@thesvo
@m2messina
@bluetagmasks
@shatterfund
@jingbrewer

Top Tweeters in G9:
@parvez1
@alshawafmumin
@founding
@realleader
@sventrepreneur
@conradegusa
@connectsv
@officialkpowell
@startupbussv

Top Tweeters in G10:
@aliciaciciliani
@vilellafer
@maizysorgo
@carlos_vidal
@fundacion_cedef
@mstega