The graph represents a network of 4,068 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, 02 October 2021 at 20:01 UTC.
The requested start date was Saturday, 02 October 2021 at 00:01 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 9-day, 17-hour, 26-minute period from Wednesday, 22 September 2021 at 06:29 UTC to Friday, 01 October 2021 at 23:55 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
Vertices : 4068
Unique Edges : 6887
Edges With Duplicates : 14348
Total Edges : 21235
Number of Edge Types : 5
Retweet : 3601
MentionsInRetweet : 6229
Replies to : 2195
Mentions : 7754
Tweet : 1456
Self-Loops : 1517
Reciprocated Vertex Pair Ratio : 0.0988005050505051
Reciprocated Edge Ratio : 0.179833381212295
Connected Components : 604
Single-Vertex Connected Components : 476
Maximum Vertices in a Connected Component : 3243
Maximum Edges in a Connected Component : 20153
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.008854
Graph Density : 0.000631204608936015
Modularity : 0.299322
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,068 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, 02 October 2021 at 20:01 UTC.
The requested start date was Saturday, 02 October 2021 at 00:01 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 9-day, 17-hour, 26-minute period from Wednesday, 22 September 2021 at 06:29 UTC to Friday, 01 October 2021 at 23:55 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 URLs in Tweet in Entire Graph:
[56] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI [47] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-dreamforce-2021 [44] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/IT?d=7013y0000025uV4AAI&utm_source=external&utm_medium=redirect&utm_campaign=it [41] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI&utm_source=[twitter]&utm_medium=organic_social&utm_campaign=amer_cbaw [33] https://www.salesforce.com/dreamforce/ [32] https://www.salesforce.com/plus/experience/Dreamforce_2021/broadcast/day-1-channel-4/?d=7013y0000025uV4AAI&utm_source=external&utm_medium=redirect&utm_campaign=trailblazer [32] https://www.salesforce.com/plus/experience/Dreamforce_2021/broadcast/day-1-channel-2/?d=7013y0000025uV4AAI&utm_source=external&utm_medium=redirect&utm_campaign=c360_channel [23] https://www.dreamforce.com/ [20] https://twitter.com/FwdHumanity/status/1435653207577927683 [19] https://twitter.com/i/events/1435953246015614990 Top URLs in Tweet in G1:
[50] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI [28] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI&utm_source=[twitter]&utm_medium=organic_social&utm_campaign=amer_cbaw [13] https://medium.com/inside-the-salesforce-ecosystem/deliveroo-university-of-waikato-and-paypal-share-the-value-of-partners-at-dreamforce-d1ad17f2c1b6 [11] https://www.salesforce.com/plus [7] https://www.salesforce.com/news/stories/faq-how-salesforce-and-slack-help-companies-build-their-digital-hq/ [6] https://hicglobalsolutions.com/blog/the-biggest-announcements-from-dreamforce-2021-everything-you-might-have-missed/ [6] https://www.salesforce.com/dreamforce/ [5] https://automationchampion.com/2017/07/10/creatively-decode-your-salesforce-developer-journey-3/?utm_content=buffer6f728&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [5] https://www.salesforce.com/blog/digital-sales-success/?utm_source=Twitter&utm_medium=organic_social&utm_campaign=us_cbaw&utm_content=blog-ctt [4] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=01-gif,02-amer,03-digital_360,04-dreamforce,05-activate,06-eq_no,07-event_yes,08-link_yes,09-original_yes,10-gated_yes,11-event_reg_page,12-event_n/a,13-employee_no,14-trailblazer_no,15-celeb_no,16-customer_exec_no,17-customer_brand_no Top URLs in Tweet in G2:
[20] https://twitter.com/FwdHumanity/status/1435653207577927683 [19] https://www.salesforce.com/plus/experience/Dreamforce_2021/broadcast/day-1-channel-2/?d=7013y0000025uV4AAI&utm_source=external&utm_medium=redirect&utm_campaign=c360_channel [8] https://twitter.com/martinhoyes/status/1435469823463415810 [6] https://www.salesforce.com/dreamforce/ [5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263088 [5] https://www.rise.global/csr-business/r/2684820 [5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262951 [5] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/IT?d=7013y0000025uV4AAI&utm_source=external&utm_medium=redirect&utm_campaign=it [4] https://www.instagram.com/accounts/login/ [4] https://twitter.com/workforcecharts/status/1437789688492867589 Top URLs in Tweet in G3:
[24] https://www.salesforce.com/plus/experience/Dreamforce_2021/broadcast/day-1-channel-4/?d=7013y0000025uV4AAI&utm_source=external&utm_medium=redirect&utm_campaign=trailblazer [17] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-dreamforce-2021 [11] https://trailhead.salesforce.com/content/learn/modules/slack-basics/focus-on-what-matters-to-you?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-dreamforce-2021 [10] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=01-gif,02-amer,03-digital_360,04-dreamforce,05-activate,06-eq_no,07-event_yes,08-link_yes,09-original_yes,10-gated_yes,11-event_reg_page,12-event_n/a,13-employee_no,14-trailblazer_no,15-celeb_no,16-customer_exec_no,17-customer_brand_no [9] https://www.salesforce.com/plus/experience/Dreamforce_2021/broadcast/day-1-channel-1/?d=7013y0000025uV4AAI&utm_source=external&utm_medium=redirect&utm_campaign=primetime [8] https://trailhead.salesforce.com/content/learn/modules/slack-salesforce-for-the-future-of-work/see-how-slack-salesforce-can-transform-your-business?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-dreamforce-2021 [7] https://adamtoarchitect.com/2021/09/27/dreamforce-21-recap/ [7] https://www.salesforce.com/dreamforce/episodes/ [5] https://r.socialstudio.radian6.com/9807e924-1216-4699-b09b-844648f68de5 [5] https://appexchange.salesforce.com/appxListingDetail?listingId=a0N3000000B4lIxEAJ&placement=a0d3u00000CGVKSAA5 Top URLs in Tweet in G4:
[16] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-dreamforce-2021 [15] https://twitter.com/i/events/1435953246015614990 [8] https://r.socialstudio.radian6.com/470ad7fe-ab5e-4823-bcb5-929ca72617ca [8] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [7] https://r.socialstudio.radian6.com/70b3c926-2192-493f-9941-ddf8b7d80bc1 [6] https://www.salesforce.com/dreamforce/ [6] https://www.theregister.com/2021/09/22/salesforce_dreamforce/ [6] https://twinybots.ch/ [5] https://twitter.com/salesforce/status/1440359441627373572 [5] https://www.salesforce.com/blog/digital-sales-success/ Top URLs in Tweet in G5:
[18] https://www.dreamforce.com/ [9] https://www.salesforce.com/plus/experience/Dreamforce_2021/broadcast/day-1-channel-2/?d=7013y0000025uV4AAI&utm_source=external&utm_medium=redirect&utm_campaign=c360_channel [5] https://www.youtube.com/watch?v=HhyV-6kbFh0&feature=youtu.be [5] https://www.salesforce.com/dreamforce/?d=7013y0000025uV4AAI&utm_source=external&utm_medium=redirect&utm_campaign=smb [5] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/Financial_Services/episode/episode-1/ [4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263345 [3] https://twitter.com/salesforce/status/1440359441627373572 [3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262803 [3] https://www.salesforce.com/plus/experience/Dreamforce_2021 [2] https://abc7news.com/mark-benioff-dreamforce-salesforce-ceo/11042332/ Top URLs in Tweet in G6:
[11] https://automationchampion.com/2021/01/01/getting-started-with-salesforce-flow-part-49-reassign-pending-approval-requests/?utm_content=bufferfef3e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [10] https://r.socialstudio.radian6.com/e4af87d1-40e4-450e-a0a1-f0f71560ceae [9] https://appexchange.salesforce.com/appxListingDetail?listingId=a0N300000016b7FEAQ&placement=a0d3u00000CGVKSAA5 [6] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-dreamforce-2021 [6] https://appexchange.salesforce.com/appxListingDetail?listingId=a0N30000004e3VUEAY&placement=a0d3u00000CGVKSAA5 [5] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/Admin/episode/episode-9 [5] https://automationchampion.com/2017/05/24/getting-started-with-pardot-part-5-overview-of-folders-and-tags/?utm_content=buffer28ba3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [5] https://appexchange.salesforce.com/appxListingDetail?listingId=a0N3000000B4lIxEAJ&placement=a0d3u00000CGVKSAA5 [5] https://appexchange.salesforce.com/appxListingDetail?listingId=a0N3000000B3dgGEAR&placement=a0d3u00000CGVKSAA5 [4] https://appexchange.salesforce.com/appxListingDetail?listingId=a0N30000000qEuqEAE&placement=a0d3u00000CGVKSAA5 Top URLs in Tweet in G7:
[17] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/IT?d=7013y0000025uV4AAI&utm_source=external&utm_medium=redirect&utm_campaign=it [6] https://www.salesforce.com/plus/experience/Dreamforce_2021/broadcast/day-1-channel-4/?d=7013y0000025uV4AAI&utm_source=external&utm_medium=redirect&utm_campaign=trailblazer [5] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/Architect/episode/episode-8 [4] https://get.provartesting.com/l/916961/2021-09-22/jg1s [2] https://www.provartesting.com/newsroom/provar-brings-momentum-into-dreamforce-2021-with-the-latest-major-release-of-provar-strategic-integrations-and-a-debut-on-the-g2-rankings-grid-at-the-number-two-spot/?kinsta-cache-cleared=true [2] https://www.salesforce.com/dreamforce/episodes/ [2] https://www.accountingseed.com/2021/09/23/your-guide-to-reports-and-dashboards-in-salesforce/ [1] https://org62.my.salesforce.com/sfc/p/#000000000062/a/3y000000RjDC/sEKBIZ7FbyvlLtMAyaZywM_6VwprlFVQSzOeiMg_fVI [1] https://twitter.com/SalesforceforIT/status/1440059782933606408 [1] https://twitter.com/SalesforceforIT/status/1439967644828983298 Top URLs in Tweet in G8:
[1] https://www.groove.co/blog/sales-is-an-adventure-race/ [1] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI&utm_source=[twitter]&utm_medium=organic_social&utm_campaign=amer_cbaw [1] https://twitter.com/salesforce/status/1440466497969680391 [1] https://twitter.com/salesforce/status/1439680784651194376 [1] https://www.salesforce.com/plus/experience/Dreamforce_2021 Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=EiIhxLkk4xo&feature=youtu.be [1] https://www.youtube.com/watch?v=gVIRmxjb1Lc&feature=youtu.be [1] https://www.youtube.com/watch?v=p64TYlbBIOo&feature=youtu.be [1] https://www.youtube.com/watch?v=ojb2L9Kbyk4&feature=youtu.be [1] https://www.youtube.com/watch?v=lokVbLG_hp8&feature=youtu.be Top URLs in Tweet in G10:
[6] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/IT?d=7013y0000025uV4AAI&utm_source=external&utm_medium=redirect&utm_campaign=it [5] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/Data_and_Integration/episode/episode-3 [3] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/Retail_&_Consumer/episode/episode-12?utm_source=twitter&utm_medium=advocacy&utm_campaign=dreamforce [2] https://www.salesforce.com/plus/experience/Dreamforce_2021/ [2] https://www.salesforce.com/dreamforce/ [1] https://salesforce.smh.re/02Qv [1] https://salesforce.smh.re/00RA [1] https://salesforce.smh.re/012h [1] https://salesforce.smh.re/01YX [1] https://salesforce.smh.re/02Pd Top Domains
Top Word Pairs in Tweet in Entire Graph:
[697] dreamforce,today [585] day,dreamforce [581] dreamforce,2021 [543] reply,#unsubscribe [533] #unsubscribe,opt [406] thank,making [391] #df21,day [383] best,dreamforce [375] dreamforce,dreamforce [357] making,best Top Word Pairs in Tweet in G1:
[608] dreamforce,today [531] reply,#unsubscribe [521] #unsubscribe,opt [448] day,dreamforce [353] missed,see [334] thank,making [334] best,dreamforce [330] dreamforce,dreamforce [329] making,best [329] dreamforce,ended Top Word Pairs in Tweet in G2:
[102] #salesforce,#dreamforce [85] #startup,#startups [82] #dreamforce,#startup [82] #startups,#ai [82] #ai,#socialmedia [82] #socialmedia,#futureofwork [78] salesforce,dreamforce [76] #futureofwork,#hrtech [76] #hrtech,#cx [76] #cx,#df21 Top Word Pairs in Tweet in G3:
[140] dreamforce,salesforce [128] dreamforce,#df21 [91] salesforce,dreamforce [62] dreamforce,2021 [56] appexchange,dreamforce [55] #df21,#dreamforce [53] main,show [47] #df21,dreamforce [46] san,francisco [40] leahbmh,swbjoyce Top Word Pairs in Tweet in G4:
[138] dreamforce,2021 [25] 2021,#df21 [23] dreamforce,salesforce [23] marc,benioff [18] salesforce,slack [16] dream,quest [15] look,salesforce [15] quest,2021 [15] net,zero [14] digital,hq Top Word Pairs in Tweet in G5:
[113] londonbreed,dreamforce [111] dreamforce,sftru [60] marc,benioff [60] dreamforce,today [58] day,dreamforce [43] day,one [40] benioff,dreamforce [40] ceo,chair [40] chair,marc [39] salesforce,dreamforce Top Word Pairs in Tweet in G6:
[71] appexchange,dreamforce [61] #appy,#sweepstakes [26] dreamforce,2021 [24] sagarjaipareek,neetubansal5 [20] #df21,#dreamforce [18] proud,see [18] see,sagarjaipareek [18] neetubansal5,two [18] two,amazing [18] amazing,salesforce Top Word Pairs in Tweet in G7:
[24] dreamforce,2021 [21] platform,roadmap [19] salesforce,platform [18] devops,center [15] leader's,guide [15] guide,salesforce [14] dreamforce,time [14] time,today [14] today,ll [14] ll,tuning Top Word Pairs in Tweet in G8:
[29] jason,sudeikis [28] last,night [26] sudeikisnews,jason [15] sudeikis,fans [15] fans,last [15] night,watching [15] watching,foo [15] foo,fighters [15] fighters,perform [15] perform,#dreamforce Top Word Pairs in Tweet in G9:
[44] londonbreed,dreamforce [44] dreamforce,sftru [26] cnn,abcnews4 [26] abcnews4,cbsnews [25] cbsnews,nbcnews [25] tiktok_us,youtube [25] youtube,google [24] djmagicdsfhinrg,londonbreed [24] sftru,sfpd [24] sfpd,cnn Top Word Pairs in Tweet in G10:
[17] dreamforce,#df21 [14] slack,first [13] talk,data [13] data,way [13] way,never [13] never,before [13] before,upcoming [13] upcoming,slack [13] first,analytics [13] analytics,features Top Replied-To in Entire Graph:
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