dreamforce, Twitter, 2/27/2021 9:43:25 PM, 249722


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dreamforce_2021-02-27_13-24-07.xlsx
dreamforce_2021-02-27_13-24-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 27, 2021
Short Description:
dreamforce via NodeXL https://bit.ly/3uE6IiU
@dreamforce
@survivormoda
@newdelhisfdcdug
@sushant21791
@salesforce
@appitekbot
@rightrelevance
@tonyhughesau
@svtechsoft
@miketrose

Top hashtags:
#dreamforce
#salesforce
#contentmarketing
#futureworks
#marketinginmotion

Description:
Description
The graph represents a network of 269 Twitter users whose tweets in the requested range contained "dreamforce", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 27 February 2021 at 21:24 UTC.

The requested start date was Saturday, 27 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 20-hour, 24-minute period from Saturday, 13 February 2021 at 01:10 UTC to Friday, 26 February 2021 at 21:35 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 : 269
Unique Edges : 271
Edges With Duplicates : 276
Total Edges : 547
Number of Edge Types : 5
Retweet : 88
MentionsInRetweet : 160
Tweet : 102
Mentions : 158
Replies to : 39
Self-Loops : 108
Reciprocated Vertex Pair Ratio : 0.0374149659863946
Reciprocated Edge Ratio : 0.0721311475409836
Connected Components : 74
Single-Vertex Connected Components : 49
Maximum Vertices in a Connected Component : 145
Maximum Edges in a Connected Component : 344
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.059522
Graph Density : 0.00423070521000943
Modularity : 0.512675
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 269 Twitter users whose tweets in the requested range contained "dreamforce", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 27 February 2021 at 21:24 UTC.

The requested start date was Saturday, 27 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 20-hour, 24-minute period from Saturday, 13 February 2021 at 01:10 UTC to Friday, 26 February 2021 at 21:35 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 : dreamforce
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:
[21] https://www.bebee.com/producer/@john-white/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy
[12] https://www.sevaxapp.com/
[4] https://twitter.com/i/events/1331212469876842503
[3] http://r.socialstudio.radian6.com/587ec12a-8410-4bc9-b504-b26939dc6139
[2] https://twitter.com/i/events/1243613006287605760
[2] https://www.inficia.com/automate-your-business-process/
[2] https://pardot.crmscience.com/l/840703/2020-12-17/mmp5b7
[2] https://salesforce.org/
[2] https://www.salesforce.com/au/blog/2018/07/how-salespeople-can-thrive-with-ai.html
[2] https://www.linkedin.com/pulse/learning-from-best-sales-minds-dreamforce-tony-j-hughes/

Top URLs in Tweet in G1:
[4] https://twitter.com/i/events/1331212469876842503
[3] http://r.socialstudio.radian6.com/587ec12a-8410-4bc9-b504-b26939dc6139
[2] https://twitter.com/i/events/1243613006287605760
[2] https://salesforce.org/
[1] http://www.salesforce.com/dreamforce/DF13/
[1] http://r.socialstudio.radian6.com/12ba33e9-26d7-4447-897f-44c7b2682145
[1] http://r.socialstudio.radian6.com/0d2a498d-0e9c-44b0-943c-ad674dd9995d
[1] http://r.socialstudio.radian6.com/5f92f4f8-925f-4ecb-bcc8-5ba878155488
[1] https://www.salesforce.com/form/event/leading-through-change-evergreen/?d=7013y000000ZexfAAC
[1] https://www.salesforce.com/world-tour/february/home/?d=7013y000000uxprAAA&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=English,AMER,WT,Video

Top URLs in Tweet in G2:
[17] https://www.bebee.com/producer/@john-white/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy
[2] https://www.zdnet.com/article/salesforce-combining-ai-and-automation-can-give-us-superpowers-and-make-us-more-productive/
[2] https://www.youtube.com/watch?v=ojb2L9Kbyk4&feature=youtu.be

[1] https://twitter.com/atc_races/status/1360417537859743745
[1] https://www.linkedin.com/slink?code=dm56yba
[1] https://www.linkedin.com/slink?code=dJhQzt6
[1] https://www.linkedin.com/slink?code=dr24MkE
[1] https://t.co/xFt4RUMrXA/?utm_campaign=Dynamic+Curated+Hashtags+%28Content%29&utm_term=Dynamic+Curated+Hashtags+%28Content%29&utm_content=63E6Ko&utm_medium=twitter.com%2FwebROIagency&utm_source=twitter.com%2FBrandGrowthHack
[1] https://www.linkedin.com/slink?code=g8FGKQC
[1] http://r.socialstudio.radian6.com/2ad37a67-8b03-4333-91cd-85c6f8b72c7e

Top URLs in Tweet in G3:
[2] https://www.inficia.com/automate-your-business-process/
[2] https://pardot.crmscience.com/l/840703/2020-12-17/mmp5b7
[1] https://automationchampion.com/2020/12/09/getting-started-with-lightning-flow-part-22-do-you-ever-wonder-is-it-possible-to-have-a-file-upload-component-and-other-details-on-a-single-screen/?utm_content=buffer40833&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://iactionable.com/contest/
[1] https://k2partnering.com/k2-blog/dreamforce-to-you-2020-and-the-digital-imperative/
[1] https://amzn.to/37huK96
[1] https://trailhead.salesforce.com/trailblazers/aaron-mcgriff
[1] https://lnkd.in/dd9d7KF

Top URLs in Tweet in G4:
[1] https://www.youtube.com/channel/UCjNqjjF80E3arIxLXucMdag

Top URLs in Tweet in G5:
[1] https://twitter.com/racing_nsw/status/1363970037162278912

Top URLs in Tweet in G6:
[1] https://app.cronycle.com/discovery/topics/customer%20relationship%20management?activeTab=content&utm_source=Twitter&utm_medium=tweet&utm_topic=CustomerRelationshipManagement

Top URLs in Tweet in G7:
[12] https://www.sevaxapp.com/
[1] http://www.305startup.net/startups-solving-covid-19-related-problems/
[1] https://twitter.com/FwdHumanity/status/1346234992989335553

Top URLs in Tweet in G8:
[2] https://www.salesforce.com/au/blog/2018/07/how-salespeople-can-thrive-with-ai.html
[2] https://www.linkedin.com/pulse/future-sales-dreamforce-2017-tony-j-hughes/
[2] https://www.linkedin.com/pulse/learning-from-best-sales-minds-dreamforce-tony-j-hughes/

Top Domains
Top Domains in Tweet in Entire Graph:
[22] linkedin.com
[21] bebee.com
[15] twitter.com
[12] sevaxapp.com
[10] salesforce.com
[9] radian6.com
[4] youtube.com
[3] sforce.co
[2] inficia.com
[2] crmscience.com

Top Domains in Tweet in G1:
[8] twitter.com
[7] radian6.com
[5] salesforce.com
[3] sforce.co
[2] salesforce.org
[1] sfdc.co
[1] pscp.tv
[1] theblueflamelabs.com
[1] cventevents.com
[1] youtube.com

Top Domains in Tweet in G2:
[18] linkedin.com
[17] bebee.com
[4] twitter.com
[2] zdnet.com
[2] youtube.com
[2] salesforce.com
[2] smh.re
[1] t.co
[1] radian6.com
[1] 10kview.com

Top Domains in Tweet in G3:
[2] inficia.com
[2] crmscience.com
[1] automationchampion.com
[1] iactionable.com
[1] k2partnering.com
[1] amzn.to
[1] salesforce.com
[1] lnkd.in

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

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

Top Domains in Tweet in G6:
[1] cronycle.com

Top Domains in Tweet in G7:
[12] sevaxapp.com
[1] 305startup.net
[1] twitter.com

Top Domains in Tweet in G8:
[4] linkedin.com
[2] salesforce.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] dreamforce
[19] salesforce
[14] contentmarketing
[10] futureworks
[9] marketinginmotion
[8] leadingthroughchange
[8] sales
[8] marketing
[7] dreamtx
[7] perseverance



Top Hashtags in Tweet in G1:
[9] marketinginmotion
[8] leadingthroughchange
[4] bwelltogether
[3] df2u
[3] iwd2021
[3] futureworks
[2] trailblazingwomen
[2] transformwithplatform
[2] dreamforce
[2] rt

Top Hashtags in Tweet in G2:
[11] contentmarketing
[7] marketing
[5] salesforce
[3] dreamforce
[3] dreamtx
[2] randwick
[1] mud
[1] event
[1] lowcode
[1] nocode

Top Hashtags in Tweet in G3:
[13] salesforce
[8] dreamforce
[4] crm
[3] dreamtx
[3] trailhead
[2] sales
[2] cloud
[2] job
[2] hiring
[2] salesforcesmb

Top Hashtags in Tweet in G6:
[1] customerrelationshipmanagement
[1] salesenablement
[1] crosummit

Top Hashtags in Tweet in G7:
[4] futureofwork
[4] csr
[4] sdgs
[4] nonprofit
[4] nonprofits
[3] socialimpact
[3] yanggang
[3] ubi
[3] humanityfirst
[3] humanityforward

Top Hashtags in Tweet in G8:
[6] sales
[3] topsalesworld
[3] saleshacker
[3] socialselling
[2] strategicsale
[2] rsvpselling
[1] leadership
[1] b2b
[1] prospecting
[1] crm

Top Hashtags in Tweet in G9:
[7] perseverance
[7] dreamforce
[7] futureworks

Top Words
Top Words in Tweet in Entire Graph:
[176] dreamforce
[53] salesforce
[37] live
[35] join
[30] session
[27] virtual
[27] help
[25] 2020
[24] company
[24] buy

Top Words in Tweet in G1:
[38] dreamforce
[33] salesforce
[32] join
[20] live
[14] leaders
[13] insights
[13] hear
[9] next
[9] #marketinginmotion
[9] industry

Top Words in Tweet in G2:
[67] dreamforce
[21] 2020
[21] help
[19] two
[19] sessions
[19] buy
[18] 2017
[18] company
[18] understand
[18] people

Top Words in Tweet in G3:
[13] #salesforce
[10] dreamforce
[10] salesforce
[8] #dreamforce
[6] webinar
[6] replay
[5] session
[4] 2020
[4] virtual
[4] amcgriff87

Top Words in Tweet in G4:
[12] newdelhisfdcdug
[12] recording
[12] session
[12] marketing
[12] automation
[12] somyakrishna12
[12] live
[12] 8pm
[12] tonight
[12] youtube

Top Words in Tweet in G5:
[11] dreamforce
[7] trial
[6] canterbury
[5] samadoubt
[5] win
[5] royalrandwick
[5] track
[4] second
[4] over
[4] lscr

Top Words in Tweet in G7:
[12] startup_305
[11] exchangeseva
[11] featured
[11] solving
[11] covid
[11] 19
[11] related
[11] problems
[11] download
[10] martinhoyes

Top Words in Tweet in G8:
[6] tony
[6] hughes
[6] #sales
[5] tonyhughesau
[4] sales
[4] article
[4] linkedin
[3] dreamforce
[3] #topsalesworld
[3] #saleshacker

Top Words in Tweet in G9:
[7] think
[7] whole
[7] dreamforce
[7] thing
[7] gotten
[7] little
[7] hand
[7] #perseverance
[7] #dreamforce
[7] #futureworks

Top Words in Tweet in G10:
[3] classy
[2] thestrategicorg
[2] salesforceorg
[2] nonprofitdream
[2] dreamforce
[2] pencilsofpromis

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] dreamforce,2020
[22] two,sessions
[22] sessions,dreamforce
[22] dreamforce,2017
[22] 2017,help
[22] help,company
[22] company,understand
[22] understand,people
[22] people,buy
[15] highlights,dreamforce

Top Word Pairs in Tweet in G1:
[7] join,next
[7] next,thursday
[7] thursday,#marketinginmotion
[7] #marketinginmotion,hear
[7] hear,industry
[7] industry,leaders
[7] leaders,salesforce
[7] salesforce,experts
[7] experts,discuss
[7] discuss,insights

Top Word Pairs in Tweet in G2:
[19] dreamforce,2020
[18] two,sessions
[18] sessions,dreamforce
[18] dreamforce,2017
[18] 2017,help
[18] help,company
[18] company,understand
[18] understand,people
[18] people,buy
[13] highlights,dreamforce

Top Word Pairs in Tweet in G3:
[6] webinar,replay
[4] dreamforce,2020
[4] #salesforce,#crm
[4] replay,salesforce
[4] salesforce,appexchange
[4] appexchange,journey
[4] journey,maximizing
[4] maximizing,success
[4] success,proven
[4] proven,methodologies

Top Word Pairs in Tweet in G4:
[12] recording,session
[12] session,marketing
[12] marketing,automation
[12] automation,somyakrishna12
[12] somyakrishna12,live
[12] live,8pm
[12] 8pm,tonight
[12] tonight,youtube
[12] youtube,channel
[11] newdelhisfdcdug,recording

Top Word Pairs in Tweet in G5:
[5] trial,win
[4] lscr,royalrandwick
[4] royalrandwick,r7
[4] r7,#2
[4] #2,dreamforce
[4] dreamforce,28pm
[4] 28pm,due
[4] due,track
[4] track,downgrade
[4] downgrade,atc_races

Top Word Pairs in Tweet in G7:
[11] exchangeseva,featured
[11] featured,startup_305
[11] startup_305,solving
[11] solving,covid
[11] covid,19
[11] 19,related
[11] related,problems
[11] problems,download
[10] martinhoyes,exchangeseva
[4] #nonprofit,#nonprofits

Top Word Pairs in Tweet in G8:
[6] tony,hughes
[4] article,tony
[4] hughes,linkedin
[4] linkedin,#sales
[3] #sales,#topsalesworld
[2] salespeople,thrive
[2] thrive,ai
[2] ai,tony
[2] hughes,salesforceapac
[2] salesforceapac,blog

Top Word Pairs in Tweet in G9:
[7] think,whole
[7] whole,dreamforce
[7] dreamforce,thing
[7] thing,gotten
[7] gotten,little
[7] little,hand
[7] hand,#perseverance
[7] #perseverance,#dreamforce
[7] #dreamforce,#futureworks
[6] hooliforce,think

Top Word Pairs in Tweet in G10:
[2] thestrategicorg,salesforceorg
[2] salesforceorg,nonprofitdream

Top Replied-To
Top Replied-To in Entire Graph:
@benioff
@melissahilldees
@s0rin115_123
@dreamforce
@dandarcy
@trev781
@wolfepereira
@mehansen82
@thaylock
@toothgh0st

Top Replied-To in G1:
@benioff
@melissahilldees
@dreamforce
@dandarcy
@wolfepereira
@mehansen82
@swbjoyce
@colinjfleming
@ed_wilbourne

Top Replied-To in G3:
@engineering_bae

Top Replied-To in G4:
@salesforceadmns
@newdelhisfdcdug

Top Replied-To in G5:
@ally_mosley

Top Replied-To in G7:
@exchangeseva

Top Replied-To in G10:
@freqflyer
@thestrategicorg

Top Mentioned
Top Mentioned in Entire Graph:
@dreamforce
@salesforce
@somyakrishna12
@startup_305
@newdelhisfdcdug
@martinhoyes
@exchangeseva
@hooliforce
@benioff
@tonyhughesau

Top Mentioned in G1:
@dreamforce
@salesforce
@benioff
@marketingcloud
@camarajones
@amldnhr
@3m
@salesforcesmb
@partnerforce
@salesforcejobs

Top Mentioned in G2:
@lalachanka62

Top Mentioned in G3:
@toya_l_tate
@saasy_sistah
@lstreeter
@jessicarmurphy
@shesintech
@amcgriff87
@devohne_m
@ashleewisdom
@survivormoda
@engineering_bae

Top Mentioned in G4:
@somyakrishna12
@newdelhisfdcdug
@salesforce
@dreamforce
@kavindrapatel
@salesforcedevs
@asksalesforce
@msakthivel83
@rupeshbhatia85
@amit_sfdc

Top Mentioned in G5:
@royalrandwick
@atc_races
@bbakerracing
@rnswstewards
@jtracingrwik
@racing_nsw
@tabcomau
@darby_racing
@anz_news

Top Mentioned in G6:
@pgreenbe
@econsultancy
@alansee
@hyken
@tedcoine
@dreamforce
@reidhoffman
@charleneli
@cronycle

Top Mentioned in G7:
@startup_305
@martinhoyes
@exchangeseva
@fwdhumanity

Top Mentioned in G8:
@tonyhughesau
@salesforceapac
@linkedineditors
@dream
@dreamforce
@strategicsale
@topsalesworld
@johnsmibert

Top Mentioned in G9:
@hooliforce

Top Mentioned in G10:
@salesforceorg
@nonprofitdream
@dreamforce
@pencilsofpromis
@thestrategicorg
@classy

Top Tweeters
Top Tweeters in Entire Graph:
@lalachanka62
@ensbot
@pubnblogll
@crwriter1
@mialis79
@paulcroubalian
@drgarysharpe
@humanre41270855
@tedcoine
@aussiecoley

Top Tweeters in G1:
@salesforce
@marketingcloud
@julienbecker100
@andreaa26765195
@benioff
@noordintech
@pardot
@melissahilldees
@dreamforce
@linkedin

Top Tweeters in G2:
@lalachanka62
@ensbot
@pubnblogll
@crwriter1
@drgarysharpe
@brandgrowthhack
@sfdc_ebooks
@rocksmallbiz
@jugadorsydney
@angieblackburn

Top Tweeters in G3:
@appitekbot
@ashleewisdom
@blackgirlscode
@rakeshistom
@survivormoda
@bluestudiosusa
@crmscience
@jkcorden
@toya_l_tate
@devohne_m

Top Tweeters in G4:
@atul31gupta
@kavindrapatel
@trailhead
@rupeshbhatia85
@salesforcedevs
@forcetalks
@ikishorebt
@digitalbhardwaj
@salesforceadmns
@amandabauman

Top Tweeters in G5:
@aussiecoley
@tabcomau
@neilevansmail
@andrewbensley
@atc_races
@racing_nsw
@tracksidetrav
@anz_news
@rnswstewards
@royalrandwick

Top Tweeters in G6:
@tedcoine
@hyken
@econsultancy
@alansee
@pgreenbe
@cronycle
@charleneli
@reidhoffman
@rightrelevance

Top Tweeters in G7:
@humanre41270855
@martinhoyes
@fwdhumanity
@petacrunch
@hcm_tech
@startup_305
@exchangeseva

Top Tweeters in G8:
@topsalesworld
@tonyhughesau
@johnsmibert
@salesforceapac
@strategicsale
@dream
@linkedineditors

Top Tweeters in G9:
@gemziebeth
@raymondshipley
@df_kastner
@hooliforce
@j4kk0_h4m0u
@joshdayment
@mathieu68759378

Top Tweeters in G10:
@classy
@salesforceorg
@pencilsofpromis
@freqflyer
@thestrategicorg
@nonprofitdream


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