The graph represents a network of 422 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, 10 December 2022 at 21:07 UTC.
The requested start date was Saturday, 10 December 2022 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, 12-hour, 53-minute period from Saturday, 26 November 2022 at 05:02 UTC to Friday, 09 December 2022 at 17:56 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 : 422
Unique Edges : 585
Edges With Duplicates : 610
Total Edges : 1195
Number of Edge Types : 5
Tweet : 90
Mentions : 620
Retweet : 137
MentionsInRetweet : 238
Replies to : 110
Self-Loops : 94
Reciprocated Vertex Pair Ratio : 0.0668647845468053
Reciprocated Edge Ratio : 0.125348189415042
Connected Components : 58
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 325
Maximum Edges in a Connected Component : 1082
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.27519
Graph Density : 0.00404138194999493
Modularity : 0.423625
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 422 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, 10 December 2022 at 21:07 UTC.
The requested start date was Saturday, 10 December 2022 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, 12-hour, 53-minute period from Saturday, 26 November 2022 at 05:02 UTC to Friday, 09 December 2022 at 17:56 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:
[12] https://www.salesforce.com/plus/experience/World_Tour_NYC_2022_-_Winter/?d=7013y000002Nwo6AAC?utm_campaign=amer_cbaw&utm_content=salesforce_&utm_medium=organic_social&utm_source=twitter? [4] https://salesforcedrillers.com/learn-mean/introduction-to-node-js/ [4] https://salesforcedrillers.com/learn-andriod/android-app-development/ [4] https://twitter.com/i/events/1593366080042303488 [3] https://www.salesforce.com/ [3] https://salesforcedrillers.com/learn-flutter/introduction-on-flutter/ [3] https://www.abelcine.com/articles/blog-and-knowledge/client-profiles/abelcine-delivers-cinematic-multi-cam-for-dreamforce-hybrid-live-event [3] https://www.salesforce.com/plus/experience/World_Tour_NYC_2022_-_Winter/?d=7013y000002Nwo6AAC&utm_campaign=amer_cbaw&utm_content=Dreamforce_World+Tour&utm_medium=organic_social&utm_source=facebook,linkedin,twitter [3] https://nypost.com/2022/11/26/climb-hire-ceo-nitzan-perlman-refused-to-hire-white-people-lawsuit/?utm_campaign=iphone_nyp&utm_source=pasteboard_app [2] https://www.salesforce.com/plus/experience/World_Tour_NYC_2022_-_Winter/?d=7013y000002Nwo6AAC Top URLs in Tweet in G1:
[12] https://www.salesforce.com/plus/experience/World_Tour_NYC_2022_-_Winter/?d=7013y000002Nwo6AAC?utm_campaign=amer_cbaw&utm_content=salesforce_&utm_medium=organic_social&utm_source=twitter? [4] https://salesforcedrillers.com/learn-andriod/android-app-development/ [4] https://salesforcedrillers.com/learn-mean/introduction-to-node-js/ [3] https://salesforcedrillers.com/learn-flutter/introduction-on-flutter/ [3] https://www.salesforce.com/ [2] https://sforce.co/3F5WTBy [2] https://twitter.com/i/events/1593366080042303488 [2] https://salesforcedrillers.com/learn-python/programming-overview/ [2] https://salesforcedrillers.com/learn-data-science/introduction-to-data-science/Dear [2] https://salesforcedrillers.com/learn-aws/overview-of-cloud/ Top URLs in Tweet in G2:
[2] https://www.salesforce.com/plus/experience/World_Tour_NYC_2022_-_Winter/?d=7013y000002Nwo6AAC&utm_campaign=amer_cbaw&utm_content=Dreamforce_&utm_medium=organic_social&utm_source=facebook,linkedin,twitter [2] https://twitter.com/i/events/1593366080042303488 [2] https://medium.com/@ZacharyJeans/the-cloudperks-dreamforce-2017-iphone-x-winner-patrick-broussard-ea2ec9e62c64?utm_content=buffer317f8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [1] https://www.salesforce.com/plus/experience/dreamforce_2022/series/Best_of_Dreamforce/episode/episode-s1e8?utm_campaign=amer_cbaw&utm_content=Dreamforce_&utm_medium=organic_social&utm_source=facebook,linkedin,twitter [1] https://sdodemo-main-166ce2cf6b6-172-17b3553e5d8.force.com/s/?e=STNYC [1] https://www.salesforce.com/plus/experience/World_Tour_NYC_2022_-_Winter/?d=7013y000002Nwo6AAC&utm_campaign=amer_cbaw&utm_content=Dreamforce_World+Tour&utm_medium=organic_social&utm_source=facebook,linkedin,twitter [1] https://www.salesforce.com/plus/experience/Dreamforce_2022/series/Best_of_Dreamforce/episode/episode-s1e4?utm_campaign=amer_cbaw&utm_content=Dreamforce_&utm_medium=organic_social&utm_source=twitter [1] https://www.salesforce.com/world-tour/nyc/home/?utm_campaign=amer_cbaw&utm_content=Dreamforce_World+Tour&utm_medium=organic_social&utm_source=twitter [1] https://erp.financialforce.com/2022-12-TS-TDS-NewYorkWorldTour-8274_LP-Meeting-Interest.html?utm_source=tradeshows&utm_medium=organicsocial&utm_campaign=ny-world-tour [1] https://twitter.com/i/broadcasts/1gqxvyDkMWpJB Top URLs in Tweet in G3:
[3] https://nypost.com/2022/11/26/climb-hire-ceo-nitzan-perlman-refused-to-hire-white-people-lawsuit/?utm_campaign=iphone_nyp&utm_source=pasteboard_app [1] https://www.salesforce.com/plus/experience/World_Tour_NYC_2022_-_Winter/?d=7013y000002Nwo6AAC [1] https://www.salesforce.com/world-tour/nyc/home/?bc=HA [1] https://twitter.com/Dreamforce/status/1600272274501795842 [1] https://trailhead.salesforce.com/ [1] https://www.crmscience.com/single-post/what-we-re-excited-about-most-from-dreamforce-22 [1] https://nypost.com/2022/11/26/climb-hire-ceo-nitzan-perlman-refused-to-hire-white-people-lawsuit/ Top URLs in Tweet in G5:
[1] https://twitter.com/dreamforce/status/1596172034392068096 [1] https://www.youtube.com/watch?v=YJ7jYlzGVjM&feature=youtu.be [1] https://twitter.com/Adiofficial07/status/1478383961508392969 Top URLs in Tweet in G6:
[2] https://www.avasoft.com/is-salesforce-genie-just-another-customer-data-platform-cdp/ [2] https://dreamforcebtl.online/directorio-digital-dreamforce-btl/ [1] https://twitter.com/Dreamforce/status/1596911799344963587 [1] https://twitter.com/dreamforce/status/1596911799344963587 [1] https://t.co/sNxPsZHyF1 [1] https://twitter.com/CherFeldman/status/1597314430273929217 [1] https://cloudely.com/salesforce-for-business-11-reasons-why-salesforce-rules-the-business-world/ [1] https://cloudely.com/salesforce-winter-23-release-notes-a-snapshot/ [1] https://cloudely.com/dreamforce-2022-product-launches/ [1] https://www.ibm.com/blogs/internet-of-things/deliver-innovation-that-matters-dreamforce/ Top URLs in Tweet in G7:
[1] https://twitter.com/thisbrianshea/status/1597967219916693509 Top URLs in Tweet in G9:
[2] https://www.salesforce.com/blog/marketing-cloud-innovations-dreamforce-22/?utm_campaign=amer_mktlobaw&utm_content=marketingcloud_&utm_medium=organic_social&utm_source=twitter [1] https://www.salesforce.com/plus/experience/Dreamforce_2022/series/Marketers/episode/episode-s1e9?t=333&utm_campaign=amer_mktlobaw&utm_content=marketingcloud_&utm_medium=organic_social&utm_source=twitter [1] https://www.salesforce.com/plus/experience/World_Tour_NYC_2022_-_Winter/?d=7013y000002Nwo6AAC&utm_campaign=amer_mktlobaw&utm_content=Salesforce+Marketing+Cloud,marketingcloud_World+Tour&utm_medium=organic_social&utm_source=facebook,linkedin,twitter [1] https://www.salesforce.com/plus/experience/World_Tour_NYC_2022_-_Winter/?d=7013y000002Nwo6AAC&utm_campaign=amer_cbaw&utm_content=Dreamforce_World+Tour&utm_medium=organic_social&utm_source=facebook,linkedin,twitter [1] https://channeldrive.in/people/salesforce-names-marc-benioff-to-be-chair-and-ceo/ Top Domains
Top Word Pairs in Tweet in Entire Graph:
[66] #salesforcetour,nyc [24] k_ann_hamilton,dreamforce [11] dreamforce,salesforce [11] salesforce,salesforceorg [11] hoodie,winner [11] golden,hoodie [10] annual,party [10] #trailblazercommunity,#motiharimeetup [10] dreamforce,salesforcedevs [9] 2022,learning Top Word Pairs in Tweet in G1:
[15] #salesforcetour,nyc [9] marketingcloud,partnerforce [9] partnerforce,dreamforce [9] salesforce,marketingcloud [8] dreamforce,icymi [8] highlights,salesforce [8] find,highlights [8] salesforce,anytime [8] salesforce,salesforceorg [8] icymi,find Top Word Pairs in Tweet in G2:
[39] #salesforcetour,nyc [24] k_ann_hamilton,dreamforce [8] theater,session [6] stream,#salesforcetour [5] save,time [4] contract,process [4] 20x,faster [4] help,save [4] ideas,big [4] faster,salesforce Top Word Pairs in Tweet in G3:
[9] #salesforcetour,nyc [7] dreamforce,salesforceadmns [6] nitzanpelman,dreamforce [6] salesforceadmns,trailhead [3] seeing,#salesforcetour [2] find,solutions [2] re,excited [2] kavindrapatel,salesforceforit [2] received,benioff [2] gift,received Top Word Pairs in Tweet in G4:
[2] constellationr,disruptvshow [2] pgreenbe,nunaveen [2] dreamforce,constellationr [2] salesforce,data [2] very,excited [2] briansolis,tiffani_bova [2] 10000,registered [2] huge,day [2] world,tour [2] data,cloud Top Word Pairs in Tweet in G5:
[10] #trailblazercommunity,#motiharimeetup [10] annual,party [9] 2023,#trailblazercommunity [9] party,2022 [9] learning,goal [9] goal,2023 [9] 2022,learning [9] dreamforce,salesforcedevs [8] kanuls2,imvedp [8] abhinandanraj2,gauravk7121 Top Word Pairs in Tweet in G6:
[6] dreamforce,2022 [3] #marketingcloud,#contactcentergenie [3] #salesforce,#dreamforce [3] #contactcentergenie,#servicecloudgenie [3] #realtime,#salesforcegenie [3] #customer360,#salesforce [3] read,blog [3] dreamforce,btl [2] consulting,partner [2] technologies,pvt Top Word Pairs in Tweet in G7:
[2] learned,devops [2] met,_jxckmcc [2] _jxckmcc,learned [2] wise,met [2] partner,met [2] career,wise [2] speaking,writing [2] devops,gained [2] gained,speaking [2] writing,partner Top Word Pairs in Tweet in G9:
[4] marketingcloud,a2 [3] a2,speaking [3] magic,#df22 [3] give,strategy [3] remember,magic [3] #df22,introduced [3] #salesforcetour,nyc [3] speaking,dreamforce [3] #salesforcegenie,give [3] innovations,#salesforcegenie Top Word Pairs in Tweet in G10:
[3] salesforce,mikegerholdt [3] ccoenraets,gilliankbruce [3] julietteforce,ccoenraets [3] dreamforce,littleiglooo [3] littleiglooo,julietteforce [3] salesforceadmns,dreamforce [3] mikegerholdt,salesforceadmns [2] _andrewrusso,salesforce Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: