The graph represents a network of 2,157 Twitter users whose tweets in the requested range contained "Marketingcloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 May 2021 at 20:30 UTC.
The requested start date was Sunday, 16 May 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 72-day, 7-hour, 51-minute period from Wednesday, 03 March 2021 at 17:11 UTC to Saturday, 15 May 2021 at 01:03 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 : 2157
Unique Edges : 3989
Edges With Duplicates : 12537
Total Edges : 16526
Number of Edge Types : 5
Tweet : 1830
Retweet : 1781
MentionsInRetweet : 3003
Mentions : 7885
Replies to : 2027
Self-Loops : 1846
Reciprocated Vertex Pair Ratio : 0.0791484716157205
Reciprocated Edge Ratio : 0.146686899342438
Connected Components : 194
Single-Vertex Connected Components : 166
Maximum Vertices in a Connected Component : 1906
Maximum Edges in a Connected Component : 15995
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.286814
Graph Density : 0.0012753489308228
Modularity : 0.254288
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,157 Twitter users whose tweets in the requested range contained "Marketingcloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 May 2021 at 20:30 UTC.
The requested start date was Sunday, 16 May 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 72-day, 7-hour, 51-minute period from Wednesday, 03 March 2021 at 17:11 UTC to Saturday, 15 May 2021 at 01:03 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 : Marketingcloud
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:
[30] https://successanalytics.blogspot.com/ [30] https://www.salesforce.com/form/event/marketing-in-motion-channel/ [29] https://video.ibm.com/channel/2nqEz8fdZDz [20] https://www.salesforce.com/resources/guides/digital-inspiration/?d=&nc=&utm_source=Salesforce&utm_medium=organic_social&utm_campaign=amer_d360&utm_content=SimplyPut_&utm_term=Digital&soc=amer_Salesforce [18] https://hicglobalsolutions.com/blog/8-new-features-of-the-salesforce-marketing-cloud-latest-release-2021/ [16] https://www.youtube.com/watch?v=rf2Fon_fHUA&feature=youtu.be [15] https://www.salesforce.com/world-tour/may/home/?d=7013y000002QmnCAAS&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=1-text,10-gated_yes,11-event_reg_page,12-before_other,13-employee_no,14-trailblazer_no,15-celeb_no,16-customer_exec_no,17-customer_brand_no,2-amer,3-n/a,4-wt,5-activate,6-eq_no,7-event_yes,8-link_yes,9-original_yes [14] https://www.saleswingsapp.com/marketing-cloud/join-us-at-the-virtual-salesforce-london-marketing-cloud-group-demo-session/?utm_source=twitter&utm_medium=social&utm_campaign=revold [13] https://deselect.com/ [13] https://www.saleswingsapp.com/marketing-cloud/deselectio-marketing-cloud-review/?utm_source=twitter&utm_medium=social&utm_campaign=revold Top URLs in Tweet in G1:
[18] https://video.ibm.com/channel/2nqEz8fdZDz [13] https://deselect.com/ [13] https://www.saleswingsapp.com/marketing-cloud/deselectio-marketing-cloud-review/?utm_source=twitter&utm_medium=social&utm_campaign=revold [12] https://www.salesforce.com/form/event/marketing-in-motion-channel/ [11] https://www.saleswingsapp.com/marketing-cloud/marketing-cloud-mvp-eliot-harpers-take-on-salesforce-marketing-cloud-and-pardot/?utm_source=twitter&utm_medium=social&utm_campaign=revold [10] https://www.saleswingsapp.com/salesforce/marketing-cloud-for-higher-education/?utm_source=twitter&utm_medium=social&utm_campaign=revold [8] https://www.saleswingsapp.com/marketing-cloud/join-us-at-the-virtual-salesforce-london-marketing-cloud-group-demo-session/?utm_source=twitter&utm_medium=social&utm_campaign=revold [7] https://www.youtube.com/watch?v=rf2Fon_fHUA&feature=youtu.be [7] https://www.saleswingsapp.com/salesforce/saleswings-salesforce-customer-audiences-360-and-marketing-cloud-journeys-for-salesforce/?utm_source=twitter&utm_medium=social&utm_campaign=revold [6] https://www.saleswingsapp.com/marketing-cloud/online-event-saleswings-and-salesforce-summer21-release-highlights/?utm_source=twitter&utm_medium=social&utm_campaign=revold Top URLs in Tweet in G2:
[18] https://www.salesforce.com/form/event/marketing-in-motion-channel/ [13] https://www.salesforce.com/resources/guides/digital-inspiration/?d=&nc=&utm_source=Salesforce&utm_medium=organic_social&utm_campaign=amer_d360&utm_content=SimplyPut_&utm_term=Digital&soc=amer_Salesforce [11] https://video.ibm.com/channel/2nqEz8fdZDz [9] https://www.youtube.com/watch?v=rf2Fon_fHUA&feature=youtu.be [7] https://howtosfmc.com/ [6] https://www.linkedin.com/slink?code=dPdwSv5 [5] https://twitter.com/marketingcloud/status/1379145850023124997 [5] https://www.howtosfmc.com/resources/ [5] https://salesforce.zoom.us/webinar/register/WN_Pznczm2hRTO7FQqrJk8D4A [4] https://twitter.com/marketingcloud/status/1389263624057798656 Top URLs in Tweet in G3:
[18] https://hicglobalsolutions.com/blog/8-new-features-of-the-salesforce-marketing-cloud-latest-release-2021/ [7] https://www.salesforce.com/world-tour/may/home/?d=7013y000002QmnCAAS&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=1-text,10-gated_yes,11-event_reg_page,12-before_other,13-employee_no,14-trailblazer_no,15-celeb_no,16-customer_exec_no,17-customer_brand_no,2-amer,3-n/a,4-wt,5-activate,6-eq_no,7-event_yes,8-link_yes,9-original_yes [6] https://twinybots.ch/ [6] https://marketingcloud.info/2021/04/07/how-artificial-intelligence-supports-inclusive-hiring-across-marketing/ [6] https://www.saleswingsapp.com/marketing-cloud/join-us-at-the-virtual-salesforce-london-marketing-cloud-group-demo-session/?utm_source=twitter&utm_medium=social&utm_campaign=revold [6] https://www.anavcloudsoftwares.com/ [6] https://trailblazercommunitygroups.com/events/details/salesforce-salesforce-developer-group-vijayawada-india-presents-askmeanything-to-salesforce-mvp-and-marketing-champion-shibu-abraham/ [5] https://marketingcloud.info/2021/04/02/how-to-measure-content-marketing-the-updated-essential-guide-2/ [5] https://marketingcloud.info/2021/04/01/the-plain-english-guide-to-writing-a-business-case/ [5] https://hackernoon.com/salesforce-marketing-cloud-implementation-dm2e35tx Top URLs in Tweet in G4:
[30] https://successanalytics.blogspot.com/ [9] https://blogs.oracle.com/marketingcloud/why-sales-and-marketing-alignment-is-the-key-to-a-personalized-buyers-journey [9] https://blogs.oracle.com/marketingcloud/subscriber-needs-your-preference-center-should-address [8] https://blogs.oracle.com/marketingcloud/email-marketing-trends-proven-essentials [8] https://blogs.oracle.com/marketingcloud/megatrends-transforming-the-future-of-digital-marketing/?source=:so:tw:or:awr:ocorp:::&SC=:so:tw:or:awr:ocorp:::&pcode= [7] https://blogs.oracle.com/marketingcloud/the-biggest-shifts-in-email-marketing-trends-for-2021-webinar [7] https://blogs.oracle.com/marketingcloud/3-ways-retailers-can-keep-up-with-radical-shifts-in-consumer-shopping-behaviors [7] https://blogs.oracle.com/marketingcloud/3-ways-not-testing-kills-your-email-conversion-rate [6] https://blogs.oracle.com/marketingcloud/3-advantages-of-cdp-based-loyalty-programs [6] https://blogs.oracle.com/marketingcloud/how-automation-can-help-your-sellers-sell-more-and-your-marketers-market-better Top URLs in Tweet in G5:
[5] https://blogs.oracle.com/marketingcloud/10-tips-to-make-your-markie-award-entry-stand-out?utm_source=dlvr.it&utm_medium=twitter [5] https://blogs.oracle.com/marketingcloud/ab-and-multivariate-testing-digital-marketing-campaign?utm_source=dlvr.it&utm_medium=twitter [5] https://blogs.oracle.com/marketingcloud/subscriber-needs-your-preference-center-should-address?utm_source=dlvr.it&utm_medium=twitter [5] https://blogs.oracle.com/marketingcloud/oracle-named-a-2021-gartner-peer-insights-customers%E2%80%99-choice-for-crm-lead-management?utm_source=dlvr.it&utm_medium=twitter [5] https://blogs.oracle.com/marketingcloud/ [4] https://blogs.oracle.com/marketingcloud/email-marketing-trends-proven-essentials [4] https://blogs.oracle.com/marketingcloud/how-automation-can-help-your-sellers-sell-more-and-your-marketers-market-better?utm_source=dlvr.it&utm_medium=twitter [4] https://blogs.oracle.com/marketingcloud/build-the-future-of-business-with-oracle-cloud-applications%3A-join-us-for-oracle-live-march-24-v4?utm_source=dlvr.it&utm_medium=twitter [4] https://blogs.oracle.com/marketingcloud/oracle-named-a-leader-in-the-q2-2021-forrester-wave%E2%84%A2-for-loyalty-solutions?utm_source=dlvr.it&utm_medium=twitter [4] https://blogs.oracle.com/marketingcloud/3-ways-retailers-can-keep-up-with-radical-shifts-in-consumer-shopping-behaviors?utm_source=dlvr.it&utm_medium=twitter Top URLs in Tweet in G6:
[2] https://twitter.com/marketingcloud/status/1389973320368463874 [2] https://www.pinterest.com/caraway1038/answer-in-genesis/?invite_code=74503cabd6724029a94c6d54571adc06&board_collab_inviter=True&inviter_user_id=619315523666344625 [1] https://www.amazon.com/dp/B094CG6X6Z [1] https://twitter.com/marketingcloud/status/1369431868714713101 [1] https://twitter.com/marketingcloud/status/1367157833867878403 [1] https://twitter.com/marketingcloud/status/1367160339608055818 [1] https://twitter.com/marketingcloud/status/1389975995994705920 [1] https://twitter.com/marketingcloud/status/1389978904677421056 [1] https://www.pinterest.com/koilsbynature/?invite_code=ea57c53b84e344c0aeeb1f28dbeedb5f&sender=928163941861834581 [1] https://www.zendesk.com/blog/6-tips-for-building-a-thriving-help-center/?utm_source=twitter&utm_medium=organic_social&utm_campaign=social_share Top URLs in Tweet in G7:
[1] https://twitter.com/ProjectLincoln/status/1392966138439602181 [1] https://anchor.fm/theecdevnetwork/episodes/Branding-in-Economic-Development--your-community-and-organization-evrpsg [1] https://bit.ly/399OdK3 [1] https://www.pscp.tv/w/cyoeMTkyNDQyN3wxbXJHbXdScW9uQnh5uWmIlxeJG9ZZfM7xOAD5-EGP7UmjKIX75md53W-mA-w= [1] https://twitter.com/marketingcloud/status/1374499943264612365 Top URLs in Tweet in G8:
[1] https://twitter.com/i/spaces/1BdxYYAqRDLxX Top Domains
Top Word Pairs in Tweet in Entire Graph:
[514] marketing,cloud [503] #rt,marketingcloud [477] #digitalmarketing,#business [459] #business,#news [231] #digitalmarketing,#marketing [191] salesforce,marketing [186] marketingcloud,commercecloud [176] #sales,#marketing [161] marketingcloud,datorama [157] subject,line Top Word Pairs in Tweet in G1:
[132] marketing,cloud [42] salesforce,marketing [40] learn,more [40] #salesforce,#marketingcloud [36] really,really [34] #salesforce,#marketingautomation [31] digital,transformation [31] salesforce,marketingcloud [29] #marketingcloud,#salesforce [29] follow,asksalesforce Top Word Pairs in Tweet in G2:
[500] #rt,marketingcloud [172] marketingcloud,commercecloud [147] marketingcloud,datorama [129] marketing,cloud [97] jaipurmarketers,marketingcloud [92] _,_ [86] marketingcloud,anilpilania [86] commercecloud,experiencecloud [73] marketingcloud,salesforce [63] marketingcloud,experiencecloud Top Word Pairs in Tweet in G3:
[477] #digitalmarketing,#business [459] #business,#news [231] #digitalmarketing,#marketing [212] marketing,cloud [114] salesforce,marketing [61] #salesforce,#marketingcloud [56] salesforce,marketingcloud [34] learn,more [33] know,more [32] another,session Top Word Pairs in Tweet in G4:
[176] #sales,#marketing [102] driven,automation [96] time,#sales [95] automation,rtarkoff [94] #marketing,adopt [93] adopt,ai [93] ai,driven [93] rtarkoff,oraclemktgcloud [93] oraclemktgcloud,learn [85] #loyalty,programs Top Word Pairs in Tweet in G5:
[47] email,subject [47] subject,lines [46] know,use [46] predict,well [46] well,subject [46] subject,line [46] line,perform [46] perform,before [46] before,sending [45] lines,something Top Word Pairs in Tweet in G6:
[5] mailchimp,marketingcloud [3] edit,code [3] githubstatus,bitbucket [2] jeana_with_a_j,mailchimp [2] a1,ooooohhhhhh [2] ooooohhhhhh,panic [2] panic,disco [2] disco,#marketingchats [2] mrs_najee,mailchimp [2] code,use Top Word Pairs in Tweet in G7:
[3] twittermktg,marketingcloud [2] good,#casestudy [2] #casestudy,academics [2] academics,universities [2] universities,world [2] world,#digitalmarketing [2] #digitalmarketing,#socialmediamarketing [2] zeren_tuna,emarketer [2] emarketer,mobilemktrdaily [2] mobilemktrdaily,marketingcloud Top Word Pairs in Tweet in G8:
[17] rwang0,disruptvshow [15] nyuniversity,profgalloway [15] profgalloway,rwang0 [12] valaafshar,nyuniversity [11] philkomarny,lizkmiller [8] alanlepo,marketingcloud [8] marketingcloud,charlieisaacs [7] disruptvshow,salesforce [7] salesforce,philkomarny [7] lizkmiller,holgermu Top Word Pairs in Tweet in G9:
[4] friends,go [4] go,look [4] look,interested [2] interested,marketingcloud [2] marketingcloud,jingdaily [2] jingdaily,refulinnn [2] refulinnn,franck_thery [2] franck_thery,clotilderavin [2] clotilderavin,edesignworld [2] edesignworld,cahuenas Top Replied-To in Entire Graph:
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