The graph represents a network of 276 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, 24 December 2022 at 21:08 UTC.
The requested start date was Saturday, 24 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, 11-hour, 2-minute period from Saturday, 10 December 2022 at 03:07 UTC to Friday, 23 December 2022 at 14:09 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 : 276
Unique Edges : 322
Edges With Duplicates : 1062
Total Edges : 1384
Number of Edge Types : 5
Retweet : 163
MentionsInRetweet : 206
Tweet : 45
Mentions : 924
Replies to : 46
Self-Loops : 116
Reciprocated Vertex Pair Ratio : 0.0572792362768496
Reciprocated Edge Ratio : 0.108352144469526
Connected Components : 41
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 188
Maximum Edges in a Connected Component : 1265
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.178277
Graph Density : 0.00583662714097497
Modularity : 0.247407
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 276 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, 24 December 2022 at 21:08 UTC.
The requested start date was Saturday, 24 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, 11-hour, 2-minute period from Saturday, 10 December 2022 at 03:07 UTC to Friday, 23 December 2022 at 14:09 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:
[20] https://salesforcedrillers.com/learn-andriod/android-app-development/ [16] https://salesforcedrillers.com/learn-aws/overview-of-cloud/ [16] https://salesforcedrillers.com/learn-python/programming-overview/ [16] https://salesforcedrillers.com/learn-mean/introduction-to-node-js/ [14] https://salesforcedrillers.com/learn-flutter/introduction-on-flutter/ [11] https://salesforcedrillers.com/learn-devops/what-is-devops/ [10] https://salesforcedrillers.com/learn-salesforce/overview-of-cloud/ [10] https://salesforcedrillers.com/learn-data-science/introduction-to-data-science/ [5] https://salesforcedrillers.com/services/ [4] https://salesforcedrillers.com/about/ Top URLs in Tweet in G1:
[1] https://www.salesforce.com/news/stories/salesforce-plus-one-year-in/?utm_campaign=amer_cbaw&utm_content=Salesforce,salesforce_Success+Now&utm_medium=organic_social&utm_source=facebook,linkedin,twitter [1] https://invite.salesforce.com/salesforceatnrf2023/Salesforce?utm_campaign=amer_cbaw&utm_content=Dreamforce_&utm_medium=organic_social&utm_source=facebook,linkedin,twitter [1] https://www.salesforce.com/trailblazerdx?&utm_source=Salesforce&utm_medium=corporate_organic_social&utm_campaign=general&d=7013y000002KMHhAAO [1] https://twitter.com/salesforce/status/1602664748897763331 [1] https://www.salesforce.com/trailblazerdx/bootcamp/?d=7013y000002KMHhAAO&utm_campaign=amer_cbaw&utm_content=Salesforce,salesforce_TDX&utm_medium=organic_social&utm_source=facebook,linkedin,twitter [1] https://twitter.com/salesforce/status/1603887776906223616 [1] https://conga.com/resources/contract-intelligence-ultimate-guide?utm_campaign=social-evergreen-website-referral&utm_source=linkedin&utm_medium=social&utm_content=#$query:utm_campaign=social-evergreen-website-referral&utm_source=linkedin&utm_medium=social&utm_content=%23 [1] https://www.salesforce.com/plus/experience/world_tour/series/world_tour_nyc/episode/episode-s1e1?utm_campaign=amer_cbaw&utm_content=Dreamforce_TDX&utm_medium=organic_social&utm_source=facebook,linkedin,twitter [1] https://www.xactlycorp.com/request-demo?utm_campaign=intelligent_revenue&utm_medium=event&utm_source=social&utm_content=ev-2022-12-08_salesforce_world_tour_ny [1] https://copado.com:443/ Top URLs in Tweet in G2:
[2] https://trailhead.salesforce.com/ [1] https://trailhead.salesforce.com/trailblazer-community/feed/0D54S00000MhiGC [1] https://trailhead.salesforce.com/trailblazer-community/feed/0D54S00000MhiGCSAZ?utm_campaign=amer_trl&utm_content=Salesforce+Trailhead,Trailhead,trailhead_Trailhead+Bootcamp&utm_medium=organic_social&utm_source=facebook,linkedin,twitter Top URLs in Tweet in G3:
[1] https://www.salesforce.com/trailblazerdx [1] https://twitter.com/diminom/status/1601377116385587201 [1] https://twitter.com/salesforceeq/status/1600902930227290112 Top URLs in Tweet in G4:
[2] https://www.tableau.com/blog/5-tableau-community-learnings-dreamforce?utm_source=dlvr.it&utm_medium=twitter [2] https://lumary.com/dreamforce-2022-3-key-takeaways-for-healthcare-providers/?utm_source=organic&utm_medium=social&utm_campaign=dreamforce-2022&utm_content=dreamforce-3-key-takeaways-blog [1] https://www.profollica.com/cart/?u=692141&ct=1 [1] https://twitter.com/Dreamforce/status/1601661299708268544 [1] https://www.linkedin.com/feed/update/urn:li:share:7008324745498648576 [1] https://trailblazercommunitygroups.com/e/mz7h3b/ [1] https://okt.to/7rliZz [1] http://www.sellwithmichele.net/ [1] https://asagarwal.com/ [1] https://www.asagarwal.com/salesforce-products-landscape-after-dreamforce-2022/ Top URLs in Tweet in G5:
[20] https://salesforcedrillers.com/learn-andriod/android-app-development/ [16] https://salesforcedrillers.com/learn-mean/introduction-to-node-js/ [16] https://salesforcedrillers.com/learn-python/programming-overview/ [16] https://salesforcedrillers.com/learn-aws/overview-of-cloud/ [14] https://salesforcedrillers.com/learn-flutter/introduction-on-flutter/ [11] https://salesforcedrillers.com/learn-devops/what-is-devops/ [10] https://salesforcedrillers.com/learn-data-science/introduction-to-data-science/ [10] https://salesforcedrillers.com/learn-salesforce/overview-of-cloud/ [5] https://salesforcedrillers.com/services/ [4] https://salesforcedrillers.com/about/ Top URLs in Tweet in G6:
[1] https://www.tableau.com/events/conference/tc23-save-the-date?utm_campaign=Awareness-CORE-ALL-ALL-ALL-ALL&utm_content=tableau_Tableau+Conference&utm_medium=Social&utm_source=twitter [1] https://architect.salesforce.com/well-architected/overview Top Domains
Top Word Pairs in Tweet in Entire Graph:
[60] join,useful [58] useful,site [57] dreamforce,partnerforce [51] salesforce,job [50] job,career [48] career,info [47] appexchange,marketingcloud [44] salesforceorg,salesforce [44] site,salesforce [35] learn,salesforce Top Word Pairs in Tweet in G1:
[12] #salesforcetour,nyc [7] salesforce,solutions [6] outstanding,#salesforcetour [6] another,outstanding [6] integrate,manage [6] together,xactly [6] solutions,seamlessly [6] seamlessly,integrate [6] xactly,salesforce [6] nyc,together Top Word Pairs in Tweet in G2:
[26] taking,best [26] academy,taking [26] bringing,january [26] best,dreamforce [26] trailhead,academy [26] dreamforce,bringing [25] january,19 [25] 19,hands [24] trailhead,trailhead [2] data,management Top Word Pairs in Tweet in G3:
[7] salesforceeq,benioff [6] dreamforce,without [6] sima_samara,boba [6] df22,golden [6] keep,df22 [6] hoodie,winner [6] winner,sima_samara [6] without,crowd [6] magic,dreamforce [6] boba,blazer Top Word Pairs in Tweet in G4:
[5] dreamforce,2022 [2] planning,improve [2] usable,format [2] brings,data [2] life,putting [2] within,salesforce [2] #care,read [2] using,conga [2] deliver,more [2] conga,composer Top Word Pairs in Tweet in G5:
[60] join,useful [58] useful,site [57] dreamforce,partnerforce [51] salesforce,job [50] job,career [48] career,info [47] appexchange,marketingcloud [44] salesforceorg,salesforce [44] site,salesforce [35] learn,salesforce Top Word Pairs in Tweet in G6:
[4] many,photos [4] one,special [4] special,eldest [4] salesforce,one [4] eldest,accompanying [4] photos,featured [4] featured,salesforce [3] alidunkers,many [3] accompanying,care [2] slack_community,appexchange Top Word Pairs in Tweet in G7:
[11] shriramdubey8,rbhalla31 [11] shiroishi_asp,shriramdubey8 [10] charlieisaacs,dreamforce [9] rkarma214,shiroishi_asp [9] mr_pablesh,jatin_agarwal_ [8] rbhalla31,gauravkheterpal [8] gauravkheterpal,charlieisaacs [7] jatin_agarwal_,rkarma214 [6] preetikant3,mr_pablesh [5] dreamforce,congratulations Top Word Pairs in Tweet in G8:
[2] golden,gate [2] mattymaggiacomo,swaggersociety [2] adorable,collage [2] collage,dreamforce [2] look,adorable [2] evandecker,mattymaggiacomo [2] dreamforce,2022 Top Word Pairs in Tweet in G10:
[6] completely,missed [6] purchase,tdx [6] going,#tdx23 [6] #tdx23,went [6] tdx,ticket [6] #df22,rush [6] ticket,completely [6] psa,folks [6] went,#df22 [6] folks,going Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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