The graph represents a network of 423 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, 19 June 2021 at 19:54 UTC.
The requested start date was Saturday, 19 June 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 13-day, 14-hour, 10-minute period from Saturday, 05 June 2021 at 01:31 UTC to Friday, 18 June 2021 at 15:42 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 : 423
Unique Edges : 615
Edges With Duplicates : 744
Total Edges : 1359
Number of Edge Types : 5
Tweet : 101
Replies to : 72
Mentions : 627
MentionsInRetweet : 364
Retweet : 195
Self-Loops : 114
Reciprocated Vertex Pair Ratio : 0.0514511873350923
Reciprocated Edge Ratio : 0.0978670012547051
Connected Components : 64
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 335
Maximum Edges in a Connected Component : 1257
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.099086
Graph Density : 0.00446483591587958
Modularity : 0.392541
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 423 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, 19 June 2021 at 19:54 UTC.
The requested start date was Saturday, 19 June 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 13-day, 14-hour, 10-minute period from Saturday, 05 June 2021 at 01:31 UTC to Friday, 18 June 2021 at 15:42 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:
[19] https://www.salesforce.com/world-tour/june/home/?d=7013y000002QnxtAAC&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=02-amer,03-salesforce_anywhere,04-wt,05-activate,05-educate,07-event_yes,08-link_yes,09-original_yes,10-gated_yes,11-event_reg_page,12-before_other,13-employee_no,14-trailblazer_no,16-customer_exec_yes,17-customer_brand_yes [15] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [9] http://www.salesforce.com/dreamforce/DF13/ [6] https://twitter.com/i/events/1331212469876842503 [6] https://www.ktvu.com/news/silicon-valley-in-person-tech-conventions-to-return-in-fall [5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256384 [5] https://www.saastr.com/you-cant-sponsor-dreamforce-so-you-should-sponsor-saastr-annual-2021-in-september/ [5] https://hicglobalsolutions.com/blog/salesforce-summer-21-release-new-features-in-major-salesforce-clouds/ [5] https://www.sevaxapp.com/ [4] https://twitter.com/i/spaces/1vAxRwrpLEjKl Top URLs in Tweet in G1:
[4] https://www.salesforce.com/connections/sponsors/ [4] https://www.ktvu.com/news/silicon-valley-in-person-tech-conventions-to-return-in-fall [3] https://r.socialstudio.radian6.com/0280fbb3-7e3d-4190-b79a-4473edaec1b8 [2] https://www.salesforce.com/world-tour/june/home/?d=7013y000002QnxtAAC&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=02-amer,03-salesforce_anywhere,04-wt,05-activate,05-educate,07-event_yes,08-link_yes,09-original_yes,10-gated_yes,11-event_reg_page,12-before_other,13-employee_no,14-trailblazer_no,16-customer_exec_yes,17-customer_brand_yes [1] https://r.socialstudio.radian6.com/f98ca658-a27e-4c92-9a5b-4cb7c1c71340 [1] https://r.socialstudio.radian6.com/ccd453c2-ce88-4637-bd52-079c622349be [1] https://r.socialstudio.radian6.com/4cd4ccb9-1af8-438f-818c-7860422c8027 [1] https://r.socialstudio.radian6.com/0d2550d4-acca-4065-acdd-51fb2af70ecb [1] https://howtodriverationalandemotional.splashthat.com [1] https://www.salesforce.com/whatsahead Top URLs in Tweet in G2:
[17] https://www.salesforce.com/world-tour/june/home/?d=7013y000002QnxtAAC&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=02-amer,03-salesforce_anywhere,04-wt,05-activate,05-educate,07-event_yes,08-link_yes,09-original_yes,10-gated_yes,11-event_reg_page,12-before_other,13-employee_no,14-trailblazer_no,16-customer_exec_yes,17-customer_brand_yes [6] https://twitter.com/i/events/1331212469876842503 [3] https://twitter.com/i/spaces/1vAxRwrpLEjKl [2] https://www.salesforce.com/trailheadx/?d=7013y000002YsHvAAK&utm_source=instagram&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=4-tdx,1-photo,8-link_yes,10-gated_yes,11-event_reg_page,12-before_other,13-employee_no,14-trailblazer_yes,14-trailblazer_no,16-customer_exec_no,17-customer_brand_no,2-amer,3-trailhead,5-activate,6-eq_no,7-event_yes,9-original_yes [1] https://sforce.co/3crmjLc [1] https://r.socialstudio.radian6.com/ccd453c2-ce88-4637-bd52-079c622349be [1] https://sforce.co/2TJhkPd [1] https://r.socialstudio.radian6.com/b60114b4-6d5e-44a8-822b-8825fab122bd [1] https://r.socialstudio.radian6.com/dd8ab295-0559-44cc-99b7-dcf76945d469 [1] https://www.salesforce.com/news/press-releases/2021/06/16/salesforce-partners-with-team-usa-olympic-and-paralympic-games-nbcuniversal/ Top URLs in Tweet in G3:
[15] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [6] http://www.salesforce.com/dreamforce/DF13/ [3] https://www.saastr.com/you-cant-sponsor-dreamforce-so-you-should-sponsor-saastr-annual-2021-in-september/ [1] https://www.bizjournals.com/sanfrancisco/news/2021/05/27/salesforce-details-plans-for-in-person-dreamforce.html [1] https://salesforce.smh.re/Pyi [1] https://salesforce.smh.re/Pzx [1] https://twitter.com/rolandlisf/status/1398037385657606151 [1] https://www.sfgate.com/bayarea/article/Salesforce-Dreamforce-2021-in-person-San-Francisco-16217149.php [1] https://salesforce.smh.re/Q60 [1] https://salesforce.smh.re/QBn Top URLs in Tweet in G4:
[2] https://www.salesforce.com/trailheadx/?d=7013y000002YsHvAAK [1] https://sforce.co/3ixCryv [1] https://r.socialstudio.radian6.com/f98ca658-a27e-4c92-9a5b-4cb7c1c71340 [1] https://r.socialstudio.radian6.com/665e2df5-2cb2-4b5b-9c67-49a2e5b353f0 [1] https://sforce.co/3glaqaK [1] https://trailblazercommunitygroups.com/events/details/salesforce-salesforce-women-in-tech-group-chicago-united-states-presents-chicago-wit-outdoor-meetup/ [1] https://aforcetoreckonwith.com/dreamforce-by-year-band/ Top URLs in Tweet in G5:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256384 [5] https://www.sevaxapp.com/ [4] https://www.cnbc.com/video/2021/05/27/salesforce-plans-to-hold-dreamforce-conference-in-person-in-2021.html [2] https://twitter.com/ExchangeSeva/status/1341494195446370305 [2] https://twitter.com/FwdHumanity/status/1402713850303053826 [2] https://twitter.com/FwdHumanity/status/1404866117525401600 [2] https://www.sfchronicle.com/business/article/Dreamforce-is-coming-back-to-S-F-with-a-16208549.php [2] https://www.emerce.nl/nieuws/salesforce-dreamforce [2] https://www.cnbc.com/2021/05/27/salesforces-dreamforce-conference-to-be-held-in-person-in-2021.html?utm_content=MadMoney&utm_medium=Social&utm_source=Twitter#Echobox=1622165546 [1] https://twitter.com/FwdHumanity/status/1347645532760494082 Top URLs in Tweet in G6:
[1] https://twitter.com/michelletandler/status/1404590527907991552 [1] https://twitter.com/LyanneMelendez/status/1404574079156318210 Top URLs in Tweet in G7:
[1] https://remoterated.com/company/salesforce Top URLs in Tweet in G8:
[1] https://trailhead.salesforce.com/content/learn/modules/lightning_app_builder/lightning_app_builder_custom_comps?trailmix_creator_id=trailblazerconnect&trailmix_slug=salesforce-developer-catalyst [1] https://trailhead.salesforce.com/content/learn/modules/business_process_automation/approvals?trailmix_creator_id=trailblazerconnect&trailmix_slug=salesforce-developer-catalyst Top URLs in Tweet in G9:
[1] https://twitter.com/pfctweet1/status/1401188979047796738 Top URLs in Tweet in G10:
[5] https://hicglobalsolutions.com/blog/salesforce-summer-21-release-new-features-in-major-salesforce-clouds/ [3] https://hicglobalsolutions.com/blog/dreamforce-2021-is-coming-to-you/ [1] https://www.salesforce.com/news/press-releases/2021/05/27/dreamforce-2021-announcement/ Top Domains
Top Word Pairs in Tweet in Entire Graph:
[28] #successanywhere,world [27] world,tour [24] #futureofwork,#hrtech [20] astro,friends [19] salesforce,dreamforce [18] san,francisco [17] product,innovations [17] trailhead,dreamforce [16] #dreamforce,#mentalhealth [16] #mentalhealth,#upskilling Top Word Pairs in Tweet in G1:
[17] #successanywhere,world [16] world,tour [13] salesforce,connections [12] product,innovations [12] san,francisco [11] salesforce,#successanywhere [11] check,latest [11] latest,product [11] innovations,devs [11] devs,24 Top Word Pairs in Tweet in G2:
[11] #successanywhere,world [11] world,tour [10] astro,friends [9] good,morning [9] morning,#astroandfriends [9] #astroandfriends,astro [8] salesforce,good [7] tune,#successanywhere [6] learn,more [6] dreamforce,coming Top Word Pairs in Tweet in G3:
[15] two,sessions [15] sessions,dreamforce [15] dreamforce,2017 [15] 2017,help [15] help,company [15] company,understand [15] understand,people [15] people,buy [9] buy,#contentmarketing [7] dreamforce,conference Top Word Pairs in Tweet in G4:
[15] trailhead,dreamforce [8] #trailblazertuesday,know [8] know,mistyraejones [8] mistyraejones,salesforce [8] salesforce,mvp [8] mvp,14x [8] 14x,certified [8] certified,3x [8] 3x,dreamforce [8] dreamforce,speaker Top Word Pairs in Tweet in G5:
[24] #futureofwork,#hrtech [16] #dreamforce,#mentalhealth [16] #mentalhealth,#upskilling [16] #upskilling,#deib [16] #deib,#wef [16] #corpgov,#futureofwork [14] #salesforce,#edusummit2021 [14] #edusummit2021,#dreamforce [14] #wef,#ai [14] #ai,#hcm Top Word Pairs in Tweet in G6:
[6] salesforce,dreamforce [4] twolfrecovery,sfpd [4] sfpd,londonbreed [4] londonbreed,sfdaoffice [3] londonbreed,chesaboudin [3] chesaboudin,matthaneysf [3] matthaneysf,deanpreston [3] deanpreston,salesforce [3] patrickmoorhead,twolfrecovery [3] sfdaoffice,salesforce Top Word Pairs in Tweet in G7:
[2] tell,comments [2] comments,person [2] person,events [2] events,rest [2] rest,2021 [2] 2021,vaccinated [2] vaccinated,#customerexperience [2] #customerexperience,reporter [2] reporter,needs Top Word Pairs in Tweet in G8:
[7] trailhead,bhanz19 [7] bhanz19,kavindrapatel [7] kavindrapatel,amandabauman [7] amandabauman,satyagoluguri [7] satyagoluguri,leelapoduru [6] leelapoduru,aamani48 [4] mvgrcea,rohit_gorli [4] rohit_gorli,salesforce [4] salesforce,nageshvadaparti [4] nageshvadaparti,dreamforce Top Word Pairs in Tweet in G10:
[7] summer,'21 [7] '21,release [7] full,details [6] head,blog [5] #salesforce,#crm [5] #crm,#cloud [5] #cloud,#dreamforce [5] #dreamforce,#event [5] #success,#technology [5] details,biggest Top Replied-To in Entire Graph:
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