The graph represents a network of 2,255 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 Sunday, 23 May 2021 at 20:32 UTC.
The requested start date was Sunday, 23 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 80-day, 4-hour, 33-minute period from Wednesday, 03 March 2021 at 18:16 UTC to Saturday, 22 May 2021 at 22:50 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 : 2255
Unique Edges : 4154
Edges With Duplicates : 12785
Total Edges : 16939
Number of Edge Types : 5
Retweet : 1885
MentionsInRetweet : 3202
Mentions : 8226
Replies to : 1633
Tweet : 1993
Self-Loops : 2011
Reciprocated Vertex Pair Ratio : 0.0760700051984058
Reciprocated Edge Ratio : 0.141384863123994
Connected Components : 196
Single-Vertex Connected Components : 165
Maximum Vertices in a Connected Component : 1997
Maximum Edges in a Connected Component : 16358
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.278959
Graph Density : 0.0012217747409385
Modularity : 0.255738
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,255 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 Sunday, 23 May 2021 at 20:32 UTC.
The requested start date was Sunday, 23 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 80-day, 4-hour, 33-minute period from Wednesday, 03 March 2021 at 18:16 UTC to Saturday, 22 May 2021 at 22:50 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://www.salesforce.com/form/event/marketing-in-motion-channel/ [30] https://successanalytics.blogspot.com/ [29] https://video.ibm.com/channel/2nqEz8fdZDz [22] 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.salesforce.com/connections/?d=7013y000002Ys1FAAS [16] https://www.youtube.com/watch?v=rf2Fon_fHUA&feature=youtu.be [16] 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 [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 [15] https://deselect.com/ Top URLs in Tweet in G1:
[18] https://video.ibm.com/channel/2nqEz8fdZDz [15] https://deselect.com/ [15] 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/ [12] 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 [9] 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 [8] https://www.youtube.com/watch?v=rf2Fon_fHUA&feature=youtu.be [8] 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 [7] https://www.salesforce.com/connections/?d=7013y000002Ys1FAAS 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 [8] https://www.youtube.com/watch?v=rf2Fon_fHUA&feature=youtu.be [8] https://www.salesforce.com/connections/?d=7013y000002Ys1FAAS [7] https://howtosfmc.com/ [6] https://www.linkedin.com/slink?code=dPdwSv5 [6] https://trailblazercommunitygroups.com/events/details/salesforce-salesforce-developer-group-vijayawada-india-presents-askmeanything-to-salesforce-mvp-and-marketing-champion-shibu-abraham/ [5] https://twitter.com/marketingcloud/status/1379145850023124997 [5] https://www.howtosfmc.com/resources/ 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 [7] 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/ [5] https://hackernoon.com/salesforce-marketing-cloud-implementation-dm2e35tx [5] https://www.appshark.com/contact/ [4] 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 [4] https://www.youtube.com/watch?v=AyMWcIeACs8 [4] https://www.saleswingsapp.com/marketing-cloud/online-event-saleswings-and-salesforce-summer21-release-highlights/?utm_source=twitter&utm_medium=social&utm_campaign=revold [4] https://www.appshark.com/blog/marketing-cloud-content-builder/ 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 [9] 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= [8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255129 [7] https://blogs.oracle.com/marketingcloud/the-biggest-shifts-in-email-marketing-trends-for-2021-webinar [7] https://blogs.oracle.com/marketingcloud/email-marketing-trends-proven-essentials [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/how-automation-can-help-your-sellers-sell-more-and-your-marketers-market-better [7] https://blogs.oracle.com/marketingcloud/3-ways-not-testing-kills-your-email-conversion-rate 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/ [5] https://blogs.oracle.com/marketingcloud/4-commonly-neglected-areas-to-spotlight-in-your-next-email-marketing-audit?utm_source=dlvr.it&utm_medium=twitter [5] https://blogs.oracle.com/marketingcloud/4-marketing-innovations-that-will-supercharge-your-customer-experiences?utm_source=dlvr.it&utm_medium=twitter [4] https://blogs.oracle.com/marketingcloud/ab-and-multivariate-testing-digital-marketing-campaign?utm_source=dlvr.it&utm_medium=twitter [4] https://blogs.oracle.com/marketingcloud/email-marketing-trends-proven-essentials [4] https://blogs.oracle.com/marketingcloud/4-tips-to-streamline-content-creation-in-oracle-content-management?utm_source=dlvr.it&utm_medium=twitter [4] https://blogs.oracle.com/marketingcloud/do-your-marketing-and-finance-organizations-see-eye-to-eye-on-marketing-spend-and-measurement?utm_source=dlvr.it&utm_medium=twitter [4] https://blogs.oracle.com/marketingcloud/subscriber-needs-your-preference-center-should-address?utm_source=dlvr.it&utm_medium=twitter [4] https://blogs.oracle.com/marketingcloud/how-email-marketers-can-balance-personalization-and-segmentation?utm_source=dlvr.it&utm_medium=twitter Top URLs in Tweet in G6:
[2] https://www.pinterest.com/caraway1038/answer-in-genesis/?invite_code=74503cabd6724029a94c6d54571adc06&board_collab_inviter=True&inviter_user_id=619315523666344625 [2] https://twitter.com/marketingcloud/status/1389973320368463874 [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 [1] https://www.pinterest.com/pin/259027416047629909/sent/?invite_code=c09984985f2a4721a553b60bf819ecf6&sender=619315523666344625&sfo=1 [1] https://twitter.com/i/spaces/1RDGlPqElMzGL [1] https://www.pinterest.com/pin/789748484655867083/sent/?invite_code=9c1ae0ee07c54851808e73604a091c9b&sender=619315523666344625&sfo=1 [1] https://www.amazon.com/dp/B094CG6X6Z [1] https://twitter.com/marketingcloud/status/1369431868714713101 [1] https://twitter.com/marketingcloud/status/1389975995994705920 Top URLs in Tweet in G7:
[1] https://twitter.com/i/spaces/1BdxYYAqRDLxX Top URLs in Tweet in G8:
[1] https://anchor.fm/theecdevnetwork/episodes/Branding-in-Economic-Development--your-community-and-organization-evrpsg Top URLs in Tweet in G9:
[5] https://marketingcloud.info/2021/04/07/how-artificial-intelligence-supports-inclusive-hiring-across-marketing/ [4] https://marketingcloud.info/2021/05/13/amplitude-unveils-the-industryaes-first-digital-optimization-system/ [3] https://twinybots.ch/ [3] https://marketingcloud.info/?p=45158 [3] https://marketingcloud.info/2021/04/15/adobe-commerce-how-to-add-a-new-table-to-a-database-in-magento/ [3] https://marketingcloud.info/2021/05/18/how-to-optimize-your-google-my-business-listing-15-steps/ [3] https://marketingcloud.info/2021/03/12/leadingresponse-announces-strategic-partnership-with-afea/ [3] https://marketingcloud.info/2021/04/02/how-to-measure-content-marketing-the-updated-essential-guide-2/ [3] https://marketingcloud.info/2021/04/01/the-plain-english-guide-to-writing-a-business-case/ [3] https://marketingcloud.info/2021/04/05/empowering-programmatic-traders-through-continued-education/ Top URLs in Tweet in G10:
[1] https://twitter.com/ProjectLincoln/status/1392966138439602181 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[538] marketing,cloud [534] #rt,marketingcloud [522] #digitalmarketing,#business [504] #business,#news [256] #digitalmarketing,#marketing [194] salesforce,marketing [187] marketingcloud,commercecloud [184] #sales,#marketing [163] marketingcloud,datorama [148] learn,more Top Word Pairs in Tweet in G1:
[132] marketing,cloud [50] salesforce,marketing [40] learn,more [38] #salesforce,#marketingautomation [37] digital,transformation [36] really,really [33] _,_ [33] #salesforce,#marketingcloud [33] #marketingcloud,#salesforce [29] #marketingautomation,#marketingcloud Top Word Pairs in Tweet in G2:
[529] #rt,marketingcloud [168] marketingcloud,commercecloud [147] marketingcloud,datorama [128] marketing,cloud [106] jaipurmarketers,marketingcloud [86] marketingcloud,anilpilania [85] _,_ [85] commercecloud,experiencecloud [82] marketingcloud,salesforce [63] marketingcloud,experiencecloud Top Word Pairs in Tweet in G3:
[231] marketing,cloud [112] salesforce,marketing [65] salesforce,marketingcloud [61] #salesforce,#marketingcloud [46] learn,more [33] know,more [27] follow,asksalesforce [27] asksalesforce,more [26] headincloudinc,salesforce [25] features,marketing Top Word Pairs in Tweet in G4:
[184] #sales,#marketing [110] driven,automation [104] time,#sales [102] automation,rtarkoff [102] #marketing,adopt [101] adopt,ai [101] ai,driven [101] rtarkoff,oraclemktgcloud [100] oraclemktgcloud,learn [86] subject,lines Top Word Pairs in Tweet in G5:
[44] email,subject [44] subject,lines [43] know,use [43] predict,well [43] well,subject [43] subject,line [43] line,perform [43] perform,before [43] before,sending [42] lines,something Top Word Pairs in Tweet in G6:
[5] mailchimp,marketingcloud [3] githubstatus,bitbucket [3] edit,code [2] githubstatus,firefoxsupport [2] join,group [2] group,board [2] board,answer [2] answer,genesis [2] genesis,pinterest [2] pinterest,githubstatus Top Word Pairs in Tweet in G7:
[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 G8:
[3] twittermktg,marketingcloud [2] zeren_tuna,emarketer [2] emarketer,mobilemktrdaily [2] mobilemktrdaily,marketingcloud [2] marketingcloud,mmediamarketing [2] mmediamarketing,looksocialmedia [2] looksocialmedia,mktgtalentinc [2] mktgtalentinc,kimgarst [2] here's,table [2] table,guide Top Word Pairs in Tweet in G9:
[516] #digitalmarketing,#business [500] #business,#news [219] #digitalmarketing,#marketing [29] 2021,#digitalmarketing [25] content,marketing [21] artificial,intelligence [20] marketing,#digitalmarketing [16] adobe,experience [16] data,views [15] step,step Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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