The graph represents a network of 418 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, 03 December 2022 at 21:07 UTC.
The requested start date was Saturday, 03 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, 13-hour, 10-minute period from Saturday, 19 November 2022 at 03:49 UTC to Friday, 02 December 2022 at 17:00 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 : 418
Unique Edges : 582
Edges With Duplicates : 483
Total Edges : 1065
Number of Edge Types : 5
Replies to : 127
Mentions : 497
MentionsInRetweet : 227
Retweet : 119
Tweet : 95
Self-Loops : 98
Reciprocated Vertex Pair Ratio : 0.0541727672035139
Reciprocated Edge Ratio : 0.102777777777778
Connected Components : 64
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 317
Maximum Edges in a Connected Component : 945
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.113649
Graph Density : 0.00413066675845926
Modularity : 0.476739
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 418 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, 03 December 2022 at 21:07 UTC.
The requested start date was Saturday, 03 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, 13-hour, 10-minute period from Saturday, 19 November 2022 at 03:49 UTC to Friday, 02 December 2022 at 17:00 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:
[5] https://www.salesforce.com/plus/experience/dreamforce_2022/series/Customer_Success_Ecosystem?utm_campaign=amer_cbaw&utm_content=Dreamforce_&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 [3] https://twitter.com/dreamforce/status/1594012728980832256 [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 [2] https://youtu.be/cfmFTYLf248 [2] https://www.salesforce.com/blog/marketing-cloud-innovations-dreamforce-22/?bc=HA [2] https://www.salesforce.com/content/dam/web/en_us/events-master/dreamforce-2022/convince-your-boss-df22.pdf?d=16&_gl=1*oe11af*_ga*MTI5OTAwMjYwMi4xNjY4OTc5NzQz*_ga_EE9XB9ZV8F*MTY2ODk3OTc0Mi4xLjAuMTY2ODk3OTc0Mi4wLjAuMA..&_ga=2.158144188.749180218.1668979743-1299002602.1668979743&bc=HA [2] https://www.abelcine.com/articles/blog-and-knowledge/client-profiles/abelcine-delivers-cinematic-multi-cam-for-dreamforce-hybrid-live-event [2] https://twitter.com/Dreamforce/status/1594012728980832256 [2] https://www.avasoft.com/is-salesforce-genie-just-another-customer-data-platform-cdp/ Top URLs in Tweet in G1:
[4] https://www.salesforce.com/plus/experience/dreamforce_2022/series/Customer_Success_Ecosystem?utm_campaign=amer_cbaw&utm_content=Dreamforce_&utm_medium=organic_social&utm_source=facebook,linkedin,twitter [2] https://twitter.com/Dreamforce/status/1594012728980832256 [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/world-tour/nyc/home/?utm_campaign=amer_cbaw&utm_content=Dreamforce_World+Tour&utm_medium=organic_social&utm_source=twitter [1] https://www.salesforce.com/world-tour/nyc/home/?d=7013y000000vbLIAAY&utm_campaign=amer_cbaw&utm_content=Dreamforce_World+Tour&utm_medium=organic_social&utm_source=facebook,linkedin,twitter [1] https://www.salesforce.com/form/event/tdx-2023/?utm_campaign=amer_cbaw&utm_content=Dreamforce_&utm_medium=organic_social&utm_source=facebook,linkedin,twitter [1] https://twitter.com/i/events/1593366080042303488 [1] https://twitter.com/salesforce/status/1595459955423051781 [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://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 Top URLs in Tweet in G2:
[2] https://www.salesforce.com/blog/marketing-cloud-innovations-dreamforce-22/?bc=HA [2] https://www.salesforce.com/content/dam/web/en_us/events-master/dreamforce-2022/convince-your-boss-df22.pdf?d=16&_gl=1*oe11af*_ga*MTI5OTAwMjYwMi4xNjY4OTc5NzQz*_ga_EE9XB9ZV8F*MTY2ODk3OTc0Mi4xLjAuMTY2ODk3OTc0Mi4wLjAuMA..&_ga=2.158144188.749180218.1668979743-1299002602.1668979743&bc=HA [1] https://twitter.com/i/events/1565059141600550912 [1] http://teamearthnow.com/ [1] https://sforce.co/3F5WTBy [1] https://sforce.co/3OMXUBC [1] https://twitter.com/i/events/1572747186223579138 [1] https://www2.corraogroup.com/l/52032/2022-11-27/lfjcgd/75326 [1] https://www.salesforce.com/news/stories/salesforce-plus-one-year-in/?bc=HA [1] https://twitter.com/Dreamforce/status/1597663460543922177 Top URLs in Tweet in G3:
[2] https://twitter.com/dreamforce/status/1594012728980832256 [1] https://www.youtube.com/watch?v=kCAZ5eX3zYE [1] https://www.youtube.com/watch?v=cZu_qvyXQRM [1] https://sfdc.co/DF19Keynote [1] https://sforce.co/3TM7SE7 Top URLs in Tweet in G4:
[2] https://terakoyaforce.connpass.com/event/265343/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter [2] https://www.avasoft.com/is-salesforce-genie-just-another-customer-data-platform-cdp/ [1] https://twitter.com/dreamforce/status/1594012728980832256 [1] https://salesforce.smh.re/1s4D [1] https://www.nearpartner.com/2022/11/salesforce-2023/ [1] https://okt.to/fZw64Y [1] https://www.druva.com/?es_id=8956894d00 [1] https://directorio.dreamforcebtl.online/places/betsy-cantante/ [1] https://twitter.com/Dreamforce/status/1596911799344963587 [1] https://twitter.com/dreamforce/status/1596911799344963587 Top URLs in Tweet in G5:
[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/world-tour/nyc/home/?bc=HA [1] https://www.crmscience.com/single-post/what-we-re-excited-about-most-from-dreamforce-22 [1] https://www.youtube.com/watch?v=YJ7jYlzGVjM&feature=youtu.be [1] https://nypost.com/2022/11/26/climb-hire-ceo-nitzan-perlman-refused-to-hire-white-people-lawsuit/ [1] https://trailblazercommunitygroups.com/events/details/salesforce-salesforce-developer-group-munich-germany-presents-genie-winter-magic/ Top URLs in Tweet in G8:
[1] https://twitter.com/DeloitteDigital/status/1572077716106534913 [1] https://www2.deloitte.com/us/en/insights/industry/health-care/alternative-sites-of-care.html [1] https://twitter.com/jhoronjeff/status/1594766040797696000 [1] https://www.savvy.coop/resources/report-salesforce-eyes-personalized-care-through-patient-experience-equity-lens [1] https://twitter.com/jhoronjeff/status/1594766040797696000?s=20&t=_QbPhtP80H8l7wRH3u_1_g Top URLs in Tweet in G9:
[1] https://twitter.com/thisbrianshea/status/1597967219916693509 [1] https://www.youtube.com/watch?v=EpY_SzOPi0o&feature=youtu.be Top URLs in Tweet in G10:
[1] https://bit.ly/3Dr5JaI?utm_content=226923185&utm_medium=social&utm_source=twitter&hss_channel=tw-1491972691683057664 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[24] k_ann_hamilton,dreamforce [24] #salesforcetour,nyc [22] salesforce,dreamforce [15] dreamforce,salesforce [15] highlights,salesforce [14] find,highlights [14] bringing,magic [14] golden,hoodie [14] magic,dreamforce [14] hoodie,winner Top Word Pairs in Tweet in G1:
[22] k_ann_hamilton,dreamforce [19] #salesforcetour,nyc [13] golden,hoodie [13] hoodie,winner [8] fearless,trailblazers [8] winner,#df22 [8] sima_samara,golden [8] inspires,fearless [8] #df22,watch [8] trailblazers,sima_samara Top Word Pairs in Tweet in G2:
[15] highlights,salesforce [14] dreamforce,icymi [14] thank,bringing [14] find,highlights [14] bringing,magic [14] magic,dreamforce [14] salesforce,anytime [14] icymi,find [10] salesforce,dreamforce [9] reply,#stop Top Word Pairs in Tweet in G3:
[8] salesforce,dreamforce [5] gauricachacko,valaafshar [5] tiffani_bova,gnayyar [5] salesforce,pgreenbe [5] pgreenbe,nunaveen [5] valaafshar,briansolis [5] briansolis,tiffani_bova [4] jtaschek,dreamforce [4] gssahni,salesforce [4] benioff,jtaschek Top Word Pairs in Tweet in G4:
[7] dreamforce,2022 [3] #contactcentergenie,#servicecloudgenie [3] read,blog [3] dreamforce,connection [3] #realtime,#salesforcegenie [3] #salesforce,#dreamforce [3] #customer360,#salesforce [3] #marketingcloud,#contactcentergenie [2] know,more [2] #notjustanothercdp,#realtime Top Word Pairs in Tweet in G5:
[6] nitzanpelman,dreamforce [6] dreamforce,salesforceadmns [6] salesforceadmns,trailhead [5] series,'mini [5] einstein,bot [5] embed,#lightningwebcomponent [5] hacks,solved' [5] #lightningwebcomponent,einstein [5] learn,embed [5] bot,series Top Word Pairs in Tweet in G6:
[2] trailblazer,programs [2] benioff,mcconaughey [2] salute,veterans [2] salesforcemil,military [2] next,dreamforce [2] investments,salesforcemil [2] recommit,continued [2] continued,investments [2] military,trailblazer [2] veterans,recommit Top Word Pairs in Tweet in G7:
[4] shirtforceorg,salesforceuk [4] theunenth,shirtforceorg [4] toddhalfpenny,theunenth [4] mattbevins__c,toddhalfpenny [4] u2,dreamforce [3] catptains_log,mwaso [3] jackiermedina,steph_herrera_ [3] mwaso,melissahilldees [3] melissahilldees,girlygeeksocial [3] mehansen82,vose_df17 Top Word Pairs in Tweet in G8:
[3] kirsten,rhodes [3] biles,#dreamforce [3] #dreamforce,salesforce [3] simone,biles [3] #dreamforce2022,#dreamforce22 [3] join,deloitte [3] #salesforce,#df22 [3] salesforce,#salesforce [3] #df22,#dreamforce2022 [3] rhodes,simone Top Word Pairs in Tweet in G9:
[3] session,repackaged [3] repackaged,salesforceben [3] #df22,session [3] those,missed [3] salesforceben,check [3] missed,#df22 [2] learned,devops [2] salesforce,salesforceux [2] met,_jxckmcc [2] _jxckmcc,learned Top Word Pairs in Tweet in G10:
[2] sftonyn,ryanfawkes [2] dreamforce,capturing [2] proof,read [2] salesforce,lies [2] talltiffers,sftonyn [2] story,ishrat_bhatti [2] selinasfdc,talltiffers [2] lies,moment [2] favorite,pic [2] here's,proof Top Replied-To in Entire Graph:
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