The graph represents a network of 2,984 Twitter users whose tweets in the requested range contained "#salesforce", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 05 December 2022 at 05:44 UTC.
The requested start date was Monday, 05 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, 9-hour, 53-minute period from Monday, 21 November 2022 at 01:01 UTC to Sunday, 04 December 2022 at 10:55 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 : 2984
Unique Edges : 2402
Edges With Duplicates : 8412
Total Edges : 10814
Number of Edge Types : 5
Mentions : 1709
Retweet : 2295
MentionsInRetweet : 3012
Tweet : 3672
Replies to : 126
Self-Loops : 3839
Reciprocated Vertex Pair Ratio : 0.0419418758256275
Reciprocated Edge Ratio : 0.0805071315372425
Connected Components : 1080
Single-Vertex Connected Components : 822
Maximum Vertices in a Connected Component : 1326
Maximum Edges in a Connected Component : 6929
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.011433
Graph Density : 0.000354443724447472
Modularity : 0.303137
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,984 Twitter users whose tweets in the requested range contained "#salesforce", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 05 December 2022 at 05:44 UTC.
The requested start date was Monday, 05 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, 9-hour, 53-minute period from Monday, 21 November 2022 at 01:01 UTC to Sunday, 04 December 2022 at 10:55 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 : #salesforce
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.enterprisetimes.co.uk/2022/11/18/pre-cyber-week-digital-sales-down-7-as-consumers-hold-out-for-holiday-discounts/ [8] https://grits-sport.com/news/5741 [8] https://trailhead.salesforce.com/career-path/sales [7] https://www.couponed12.com/2022/11/salesforce-integration-with-external.html [7] https://www.fiverr.com/share/oz92dA [6] https://go.veeam.com/wp-veeam-salesforce-protection-trends-report-2022?utm_campaign=Creative:+Poll,Country:+Global,Format:+Whitepaper/eBook,Program:+Salesforce,Title:+2022+Salesforce+Protection+Trends+Report&utm_content=1669149883&utm_medium=socialteam&utm_source=twitter [6] https://www.enterprisetimes.co.uk/2022/11/17/rootstock-adds-supplier-management-within-fall-22-release/ [6] https://www.behance.net/shahariarkabir2 [5] https://www.facebook.com/media/set/?vanity=yarlsfo&set=a.449307437360531 [5] https://www.linkedin.com/posts/shaurya-srivastava--_jd-activity-6999755295786700800-sdcu?utm_source=share&utm_medium=member_android Top URLs in Tweet in G1:
[4] https://www.enterprisetimes.co.uk/2022/11/18/pre-cyber-week-digital-sales-down-7-as-consumers-hold-out-for-holiday-discounts/ [4] https://bhive.ca [3] | [3] https://www.freshworks.com/crm?gspk=amFtZXNoYW4zOTM1&gsxid=Z9PlJgbe9Rkm&pscd=affiliatepartner-freshsales.freshworks.com [3] https://www.idc.com/getdoc.jsp?containerId=prAP49884522 [3] Nov-Batch [3] Certification [3] https://www.fiverr.com/share/WDqR5d [3] https://ir.shareaholic.com/e?u=https://businesspartnermagazine.com/conversational-commerce-salesforce-marketing-cloud-defined/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1&a=1&s=7 [2] https://zandaux.com/ Top URLs in Tweet in G2:
[6] https://go.veeam.com/wp-veeam-salesforce-protection-trends-report-2022?utm_campaign=Creative:+Poll,Country:+Global,Format:+Whitepaper/eBook,Program:+Salesforce,Title:+2022+Salesforce+Protection+Trends+Report&utm_content=1669149883&utm_medium=socialteam&utm_source=twitter [3] https://go.veeam.com/wp-veeam-salesforce-protection-trends-report-2022?utm_campaign=Country:+Global,Format:+Whitepaper/eBook,Program:+Salesforce,Title:+2022+Salesforce+Protection+Trends+Report&utm_content=1669149883&utm_medium=socialteam&utm_source=twitter [3] https://www.veeam.com/news/veeam-announces-veeam-backup-for-salesforce-on-salesforce-appexchange-the-worlds-leading-enterprise-cloud-marketplace.html?utm_campaign=Country:+Global,Format:+Press+Release,Program:+Salesforce,Title:+Veeam+Announces+Veeam+Backup+for+Salesforce+on+Salesf&utm_source=twitter&utm_medium=socialteam&utm_content=1669817395 [2] https://www.sfdcstop.com/2022/11/simplifying-soql-with-polymorphic.html [2] https://www.thedrum.com/news/2022/11/24/ad-the-day-matthew-mcconaughey-promotes-sustainable-working-salesforce-spot [2] https://www.salesforce.com/company/teamearth/ [2] https://invite.salesforce.com/salesforcemanufacturingsummit [1] https://globalfintechseries.com/finance/rbc-wealth-managements-u-s-business-increases-efficiency-delivers-on-client-expectations-with-salesforce/?utm_source=hootsuite&utm_medium=twitter&utm_term=fintech_series&utm_content=dca4fe40-2deb-468f-901a-06f451e555d2&utm_campaign=Organic [1] https://www.globenewswire.com/news-release/2022/10/07/2530472/0/en/Ushur-Announces-Customer-Experience-Automation-Platform-Integration-on-Salesforce-AppExchange-the-World-s-Leading-Enterprise-Cloud-Marketplace.html?utm_campaign=Q32022%3A%20PR&utm_content=230178418&utm_medium=social&utm_source=twitter&hss_channel=tw-2300716038 [1] https://salestechstar.com/sales-engagement/rbc-wealth-managements-u-s-business-increases-efficiency-delivers-on-client-expectations-with-salesforce/?utm_source=hootsuite&utm_medium=twitter&utm_term=salestechstar&utm_content=e96b019c-849a-4f7d-ac4b-e1fdbe7f32e1&utm_campaign=Organic Top URLs in Tweet in G3:
[1] https://www.salesforceben.com/salesforce-memes-to-make-you-smile/?utm_medium=email&_hsmi=65994475&_hsenc=p2ANqtz-_jDccBz4XHaf9QQmt-JoTgduABNgLX1-bWz3fWNHFQqH6m_t89Y-ZC-ozSfOWCVThIUlTjMTStoz3rjQn-F5iYK8sxIfIhD8jy5umZy2qoXF8dvR4&utm_content=65994475&utm_source=hs_email [1] https://agilecloudconsulting.com/agile-clouds-comic/196-flex-with-rex/ [1] https://twitter.com/SaasguruHQ/status/1596146717401165825 [1] https://twitter.com/dreamincolorsf/status/1596126758201327617 [1] https://twitter.com/SalesforceBen/status/1594724151880978432 [1] https://www.couponed12.com/2022/11/salesforce-integration-with-external.html [1] https://www.couponed12.com/2022/11/salesforce-certified-platform-developer.html [1] https://cogniwize.com/blogs/9-key-metrics-to-measure-devops-success/ [1] https://www.salesforce.org/stories/education-employers/ [1] https://www.businessinsider.nl/sima-samara-vluchtelinge-nederland-arbeidsmarkt-salesforce-carriere-it/ Top URLs in Tweet in G4:
[5] https://www.facebook.com/media/set/?vanity=yarlsfo&set=a.449307437360531 [4] https://www.facebook.com/media/set/?vanity=yarlsfo&set=a.448022234155718 [4] https://www.facebook.com/media/set/?vanity=yarlsfo&set=a.448551924102749 [1] https://www.youtube.com/watch?v=GLfL32UAP54&feature=youtu.be [1] https://trailhead.salesforce.com/content/learn/superbadges/superbadge-user-authentication-settings [1] https://trailhead.salesforce.com/es-MX/content/learn/modules/administrator-certification-maintenance-spring-22/maintain-your-administrator-certification-for-spring22?trail_id=maintain-your-salesforce-certifications [1] https://trailhead.salesforce.com/content/learn/superbadges/superbadge_developer_superset [1] https://trailhead.salesforce.com/pt-BR/content/learn/modules/sales-cloud-platform-quick-look/learn-about-the-salesforce-platform-advantage [1] https://trailhead.salesforce.com/content/learn/projects/create-a-process-for-managing-support-cases/create-an-escalation-rule [1] https://trailhead.salesforce.com/content/learn/projects/set-up-the-service-console/set-up-web-chats-for-your-console Top URLs in Tweet in G5:
[5] https://www.linkedin.com/posts/shaurya-srivastava--_jd-activity-6999755295786700800-sdcu?utm_source=share&utm_medium=member_android [2] https://digital-leadership-associates.passle.net/post/102hw0f/three-tricks-spammers-use-on-linkedin [1] https://t.co/5cXubk1uRm [1] https://www.linkedin.com/feed/update/urn:li:ugcPost:7002049045976297472 [1] https://r.socialstudio.radian6.com/09babfb0-b2ec-4d2e-8dde-0fd3455a057b [1] https://r.socialstudio.radian6.com/963864c5-d1a8-4ce8-a88b-491f4c036be0 [1] https://r.socialstudio.radian6.com/beb41456-dcc3-485d-932c-e040efbb0a6f [1] https://r.socialstudio.radian6.com/bc1f754e-4f20-4327-b068-a499035f7b8a [1] https://r.socialstudio.radian6.com/abdf09f9-5df6-470c-b637-b0f23b5e0283 [1] https://r.socialstudio.radian6.com/f83b32fe-83b8-4b2f-9994-6c67f6a90daf Top URLs in Tweet in G6:
[1] https://www.csoonline.com/article/3677494/with-hyperforce-salesforce-delivers-both-speed-and-agility-to-the-modern-business.html [1] https://welcome.epam.in/vacancy/open-source-technology-software-engineer-java-ds-algo--blt93e5a8045dc7a6ed?utm_source=Linkedin.com&utm_medium=job_slots&utm_campaign=LinkedIn_Job_Wrapping_XML&utm_content=careers-india_blt93e5a8045dc7a6ed_en-us_Gurgaon_India [1] https://thentia.bamboohr.com/jobs/view.php?id=110 [1] https://paper.li/stephanevinuesa/1525445041?share_id=dbdbab30-6ccf-11ed-ad57-fa163e65ae25 [1] https://www.pst.ag/ Top URLs in Tweet in G7:
[8] https://www.enterprisetimes.co.uk/2022/11/18/pre-cyber-week-digital-sales-down-7-as-consumers-hold-out-for-holiday-discounts/ [6] https://www.enterprisetimes.co.uk/2022/11/17/rootstock-adds-supplier-management-within-fall-22-release/ [2] https://twitter.com/mich_data/status/1596081880608153600?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1596081880608153600%7Ctwgr%5Efd1ddccb0702e4c66fd6cb77371952e6f991ae42%7Ctwcon%5Es1_c10&ref_url=https%3A%2F%2F10d9b011-755b-4b59-9f64-dbfb2ae95d87.usrfiles.com%2Fhtml%2Fdb9376e69cfa487ea0fa0b912ae51a4f_v1.html [1] https://app.gigminds.com/jobs/a37678c5-5e77-11ed-ac77-7e4d60c1366a [1] https://app.work4labs.com/w4d/job-redirect/372027387626/170413342?data=slashref___job_distributor_id%2F86365%2Fuid%2F3193159500710070%2Flanguage%2Fen%2Fnetwork%2Ftwitter%2Fpost_id%2Fa93c44d3c796e6e549d62c2f0875d6f6f470742b&no_card=1&ref=distributor_share [1] https://app.work4labs.com/w4d/job-redirect/372027387626/170413345?data=slashref___job_distributor_id%2F86365%2Fuid%2F3193159500710070%2Flanguage%2Fen%2Fnetwork%2Ftwitter%2Fpost_id%2F7181daf3a6eb69ffa3554a1f8b10629bac20a974&no_card=1&ref=distributor_share [1] https://www.linkedin.com/feed/update/urn:li:share:7000515673579823104 [1] https://redpathcg.com/ [1] https://www.youtube.com/watch?v=Xpb1dNtWlzA&feature=youtu.be Top URLs in Tweet in G8:
[1] https://www.techtarget.com/searchcustomerexperience/news/252527186/Salesforce-releases-Genie-for-Healthcare-Patient-360-additions Top URLs in Tweet in G10:
[8] https://trailhead.salesforce.com/career-path/sales [6] https://www.couponed12.com/2022/11/salesforce-integration-with-external.html [2] https://www.cromacampus.com/blogs/salesforce-online-certification-cost-in-india/ [1] https://www2.corraogroup.com/l/52032/2022-11-26/lfjbj6/75317 [1] https://www.couponed12.com/2022/11/salesforce-certified-platform-developer.html [1] https://automationchampion.com/2021/01/18/clone-a-user-with-their-associated-public-group-queue-membership-and-permission-sets/?utm_content=buffer9c29b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer Top Domains
Top Word Pairs in Tweet in Entire Graph:
[317] passle,timothy_hughes [193] timothy_hughes,dlaignite [180] dlaignite,#socialselling [179] #socialselling,#digitalselling [173] #sales,#salestips [170] #salesforce,crm [153] #salestips,#salesleader [152] learn,more [125] #sales,#salesforce [118] #salesforce,#crm Top Word Pairs in Tweet in G1:
[80] 70,wide [80] sales,70 [76] wide,range [65] #thetrendwillout,#salesforce [65] gift,cards [60] gift,card [60] card,buy [50] buy,products [45] learn,more [43] range,collection Top Word Pairs in Tweet in G2:
[35] #veeam,backup [25] salesforce,#salesforce [24] more,#salesforce [24] backup,salesforce [23] #crm,#cloud [23] renewable,energy [22] blue,grass [19] learn,more [16] reset,input [16] #salesforce,data Top Word Pairs in Tweet in G3:
[29] session,#ftd22 [24] 's,session [22] black,friday [21] #salesforce,#trailblazers [21] #salesforce,#trailblazercommunity [19] ftdreamin,miss [18] #salesforce,tip [18] tip,week [16] #trailblazers,#trailblazercommunity [15] learn,more Top Word Pairs in Tweet in G4:
[23] grand,final [22] #hackforce22,grand [22] full,album [22] clicks,#hackforce22 [22] few,clicks [22] session,full [19] yarlsfo,few [18] sponsors,partners [17] salesforce,developer [16] entire,purchase Top Word Pairs in Tweet in G5:
[315] passle,timothy_hughes [193] timothy_hughes,dlaignite [180] dlaignite,#socialselling [179] #socialselling,#digitalselling [166] #sales,#salestips [153] #salestips,#salesleader [117] #digitalselling,#sales [76] social,media [67] #salesleader,#salesforce [46] social,selling Top Word Pairs in Tweet in G6:
[54] #trailblazer,#trailhead [43] #salesforce,#ohana [42] #ohana,#trailblazer [39] #trailhead,#admin [39] #job,#advice [39] #best,#salesforce [39] #career,#careers [39] #careers,#job [39] #admin,#admins [39] #advice,#best Top Word Pairs in Tweet in G7:
[46] hiring,remote [46] #remotework,#remotejob [46] #remotejob,#workfromhome [16] #salesforce,#crm [15] inc,hiring [15] #crm,#jobs [15] apply,#cloudely [15] cloudely,inc [15] #jobs,#career [15] #cloudely,#salesforce Top Word Pairs in Tweet in G8:
[9] mikequindazzi,spirosmargaris [9] become,next [9] next,#salesforce [9] #could,become [9] #salesforce,mikequindazzi [8] softclouds,#could [8] spirosmargaris,ro [7] #salesforce,betting [7] generative,#ai [7] betting,generative Top Word Pairs in Tweet in G9:
[53] year,cohorts [53] week,start [53] december,registration [53] start,classes [53] 3rd,december [53] start,3rd [53] registration,ends [53] end,year [53] ends,week [53] cohorts,start Top Word Pairs in Tweet in G10:
[84] #cloudvandana,#salesforce [84] #salesforce,#salesforcepartner [80] #salesforcepartner,#salesforceconsultant [80] #salesforceconsultant,#salesforceservices [72] cv,files [66] #appexchange,#salesforcecrm [66] #salesforceservices,#appexchange [36] #filemanagement,#spacemanagement [36] management,solution [36] #connector,#integration 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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