The graph represents a network of 2,787 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, 11 July 2022 at 04:46 UTC.
The requested start date was Monday, 11 July 2022 at 00:01 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, 10-hour, 41-minute period from Monday, 27 June 2022 at 00:06 UTC to Sunday, 10 July 2022 at 10:48 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 : 2787
Unique Edges : 1995
Edges With Duplicates : 8568
Total Edges : 10563
Number of Edge Types : 5
Mentions : 1583
Tweet : 3270
Retweet : 2509
MentionsInRetweet : 3125
Replies to : 76
Self-Loops : 3368
Reciprocated Vertex Pair Ratio : 0.0373697448796263
Reciprocated Edge Ratio : 0.0720471077242813
Connected Components : 930
Single-Vertex Connected Components : 694
Maximum Vertices in a Connected Component : 1310
Maximum Edges in a Connected Component : 6984
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.980235
Graph Density : 0.000371816538224466
Modularity : 0.282982
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,787 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, 11 July 2022 at 04:46 UTC.
The requested start date was Monday, 11 July 2022 at 00:01 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, 10-hour, 41-minute period from Monday, 27 June 2022 at 00:06 UTC to Sunday, 10 July 2022 at 10:48 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:
[14] https://technative.io/how-low-code-is-transforming-the-future-of-work/ [12] https://www.enterprisetimes.co.uk/2022/06/17/future-of-work-digital-skills-shortage-and-giving-back-major-themes-in-salesforce-london-keynote-event/ [11] https://www.enterprisetimes.co.uk/2022/06/08/salesforce-expands-social-commerce-offerings-connecting-retailers-with-tiktok/ [11] https://www.enterprisetimes.co.uk/2022/06/17/salesforce-launches-sales-cloud-unlimited-to-support-productivity-with-ai-and-automation-sales-cloud/ [8] https://opensea.io/assets/matic/0x2953399124f0cbb46d2cbacd8a89cf0599974963/3366674033265082182882754744337203590351121054864690718486815272321553630880/ [7] https://cloudvandana.com/lets-connect/ [5] https://www.recibotech.com/ [5] https://www.bigskydreamin.com [5] https://ddsa.deloitte.com/s/SCSApplication [5] https://codleo.org/ Top URLs in Tweet in G1:
[6] https://www.enterprisetimes.co.uk/2022/06/17/future-of-work-digital-skills-shortage-and-giving-back-major-themes-in-salesforce-london-keynote-event/ [6] https://www.enterprisetimes.co.uk/2022/06/17/salesforce-launches-sales-cloud-unlimited-to-support-productivity-with-ai-and-automation-sales-cloud/ [6] https://www.enterprisetimes.co.uk/2022/06/08/salesforce-expands-social-commerce-offerings-connecting-retailers-with-tiktok/ [3] https://www.codelessplatforms.com/solutions/salesforce-sap-business-bydesign-integration/?utm_source=t.co&utm_medium=referral&utm_campaign=twitter [3] https://chazecloud.com/ [3] https://financialspectra.com/demo/ [3] https://businesspartnermagazine.com/6-ways-small-businesses-can-grow-using-salesforce/ [3] https://linktr.ee/Officialsalestips [3] https://www.sfguru.com/ [2] https://youtu.be/arctWGEZeDM Top URLs in Tweet in G2:
[14] https://technative.io/how-low-code-is-transforming-the-future-of-work/ [3] https://softclouds.com/blogs/implementing-salesforce-release-management-best-practices-87.html?lang=en [2] https://valuetext.io/blog/best-sms-apps-for-salesforce/ [2] https://shivamguptasfdc.blogspot.com/2022/07/salesforce-integration-with-google-lead.html?m=1 [2] http://stwb.co/pezhase [2] https://wordpress.org/support/topic/504-gateway-time-out-after-updated-to-1-5-7/ [2] https://www.salesforce.com/blog/meeting-fatigue/ [1] https://www.newswire.com/news/compliancequest-unveils-summer-22-release-with-power-packed-features-21749748?_ga=2.233492190.1705807070.1656333834-539876680.1655822131&utm_source=linkedin&utm_medium=organic&utm_campaign=ALL-ODM-OSM&utm_id=Org+SM&utm_term=EQMS&utm_content=lp [1] https://docs.google.com/forms/d/e/1FAIpQLSdlWe4OuxvXtGD509ueKfRDlwoWA8tKAAcG5NDqXIv_vnmZdg/viewform [1] https://recruiting.paylocity.com/recruiting/jobs/All/5bdfdaa5-a86d-405f-a084-e3ac9656b1be/PixelMEDIA-LLC Top URLs in Tweet in G3:
[3] https://cloudvandana.com/lets-connect/ [3] https://lenguyensf.blog/2022/07/04/ci-cd-with-raspberry-pi-git-sfdx-ant/ [3] https://r.socialstudio.radian6.com/099f219e-d35a-4bad-98f3-dd8d8479244a [1] https://salesforcedevops.net/index.php/2022/06/30/top-20-salesforce-devops-products-driving-innovation-in-2022/?utm_campaign=PR%20Q3%20%7C%20sfdevops%20%7C%20July%2022&utm_content=213925792&utm_medium=social&utm_source=twitter&hss_channel=tw-1256943696584605697 [1] https://trailhead.salesforce.com/content/learn/modules/mrkt_cloud_basics/mrkt_cloud_basics_most [1] https://trailhead.salesforce.com/content/learn/modules/lightning_app_builder/lightning_app_builder_custom_comps?trailmix_creator_id=strailhead&trailmix_slug=prepare-for-your-salesforce-administrator-credential [1] https://www.linkedin.com/company/uc-innovation/ [1] https://www.linkedin.com/company/uc-innovation [1] https://trailhead.salesforce.com/content/learn/modules/data-literacy-basics/learn-data-fundamentals [1] https://trailhead.salesforce.com/content/learn/modules/sales-rep-training Top URLs in Tweet in G4:
[4] https://www.dreaminincolor.me/ [1] https://medium.com/inside-the-salesforce-ecosystem/machine-learning-overnight-change-businesses-fe4503759843 [1] https://datagroomr.com/data-management-best-practices-to-improve-the-health-of-your-data/ [1] https://appexchange.salesforce.com/appxListingDetail?listingId=a0N3A00000FMagqUAD [1] https://www.salesforce.com/form/pdf/2021-small-business-trends-report/?d=cta-mustache-1-ocr-smb_report&bc=HA [1] https://www.heelsandtech.com/ [1] https://www.youtube.com/watch?v=etcOwkst3-0 [1] https://www.youtube.com/c/CloudAdoptionSolutions [1] https://appexchange.salesforce.com/mktcollections/curated/women-owned-businesses?utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_apxaw&utm_content=AMER,English [1] https://twitter.com/appexchange/status/1377304306907541505/photo/1 Top URLs in Tweet in G5:
[5] https://www.bigskydreamin.com [3] https://bigskydreamin.com/ [3] https://www.appshark.com/blog/salesforce-marketing-cloud-guide/ [2] https://channeldrive.in/cloud-computing/salesforce-expands-mulesoft-to-drive-easy-automation/ [2] https://channeldrive.in/cloud-computing/opsera-available-on-salesforce-appexchange/ [2] https://apprendre.salesforce.apsynergy.com/p/salesforce-flow-et-possibilites-low-code-formation-salesforce-gratuite [1] https://boothpics.com/IZCN/r2mahd [1] https://www.verasolutions.org/portfolio/world-animal-protection/ [1] http://bigskydreamin.com/ [1] https://medium.com/salesforce-architects/4-considerations-for-salesforce-cdp-data-ingestion-c00af75167bc?source=rss----a91ecea76700---4 Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=dAeJtKXvWm0&feature=youtu.be [1] https://www.bizreach.jp/job-feed/public-advertising/zxm8qcx/ [1] https://www.wantedly.com/companies/salesforce2/post_articles/409373 [1] https://www.salesforce.com/jp/company/careers/japan/ [1] https://tobem.jp/news/2207011125.html Top URLs in Tweet in G7:
[2] https://www.salesforceben.com/salesforce-strategy-designer-certification-guide-tips/ [1] https://twitter.com/kelwetherbee/status/1544727123239137281 [1] https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkcy5jYXB0aXZhdGUuZm0vdGhlY2lyY3VpdGJyZWFrZXIv/episode/OWRiNzBlZmQtOGNiYi00NjkxLWJmMjUtNjhlNTRlNDdjYjE4?hl=en&ved=2ahUKEwj-6umi7-H4AhWuhIkEHdFACSsQjrkEegQIFBAF&ep=6 [1] https://lnkd.in/dW2RFbwS [1] https://pages.grazitti.com/integrating-custom-salesforce-object-and-jira-on-sinergify-for-a-data-management-company.html?utm_source=social&utm_medium=twitter&utm_campaign=integrating-custom-salesforce-object-and-jira-on-sinergify-for-a-data-management-comp [1] https://pages.grazitti.com/optimizing-salesforce-sales-cloud-to-streamline-sales-processes-for-an-information-technology-innovator.html?utm_source=social&utm_medium=twitter&utm_campaign=optimizing-salesforce-sales-cloud-to-streamline-sales-processes-for-an [1] https://theinterviewguys.com/best-buy-interview-questions/ [1] https://linktr.ee/kessleramanda [1] https://twitter.com/Ogilvy/status/1542515847876358149 [1] https://pages.grazitti.com/digital-transformation-with-salesforce-service-cloud.html?utm_source=twitter&utm_medium=social&utm_campaign=digital-transformation-with-salesforce-service-cloud Top URLs in Tweet in G8:
[3] https://www.enterprisetimes.co.uk/2022/06/17/future-of-work-digital-skills-shortage-and-giving-back-major-themes-in-salesforce-london-keynote-event/ [2] https://content-app.com/?action=leadgen&id=NTkzMyMjIyNodHRwczovL3d3dy5jaGFubmVsZnV0dXJlcy5jb20vbmV3LXByb2R1Y3RzLXNlcnZpY2VzL3NhbGVzZm9yY2UtcmVhZGllcy1yb2JvdGljLXByb2Nlc3MtYXV0b21hdGlvbi10b29scy13aXRoLW11bGVzb2Z0LXJwYT91dG1fc291cmNlPVBhaWdlciZ1dG1fbWVkaXVtPVJlZmVycmFs&is_product=0 [2] https://go.alexandreruiz.com/salesforcecontent/-salesforcesummer22-share-individual-campaigns-with-colleagues-in-lightning?source=twitter [2] https://go.alexandreruiz.com/salesforcecontent/10-tips-for-salesforce-admins-to-combat-imposter-syndrome?source=twitter [2] https://www.enterprisetimes.co.uk/2022/06/08/salesforce-expands-social-commerce-offerings-connecting-retailers-with-tiktok/ [2] https://www.enterprisetimes.co.uk/2022/06/17/salesforce-launches-sales-cloud-unlimited-to-support-productivity-with-ai-and-automation-sales-cloud/ [1] https://content-app.com/?action=leadgen&id=NTkzMyMjIyNodHRwczovL3d3dy50ZWNodGFyZ2V0LmNvbS9zZWFyY2hjdXN0b21lcmV4cGVyaWVuY2UvbmV3cy8yNTI1MjIxMzUvU2FsZXNmb3JjZS11c2Vycy1nZXQtbW9yZS1sb3ctY29kZS1hdXRvbWF0aW9uLWluY2x1ZGluZy1SUEE_dXRtX3NvdXJjZT1QYWlnZXImdXRtX21lZGl1bT1SZWZlcnJhbA&is_product=0 [1] https://cloudvandana.com/lets-connect/ [1] https://cloudvandana.com/salesforce-atonit-acquisition/ [1] https://go.alexandreruiz.com/salesforcecontent/step-by-step-guide-to-automate-testing-of-salesforce-flows-declaratively?source=twitter Top URLs in Tweet in G9:
[5] https://www.recibotech.com/ [3] https://digitsec.com/blog/salesforce-security-blind-spots/ [2] https://pdvtechnocrats.com/aws-cloud-computing/ [1] https://www.forbes.com/sites/sethmatlins/2022/06/23/the-forbes-worlds-most-influential-cmos-list-2022/?sh=5f7fb30b1b8a&utm_source=linkedin&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=1-text,10-gated_no,11-destination_external,12-n/a,13-employee_yes,14-trailblazer_no,15-celeb_no,16-customer_exec_no,17-customer_brand_no,18-astro_and_friends_no,2-amer,3-financial_services_cloud,4-award,5-educate,6-eq_no,8-link_yes,9-original_yes [1] https://www.salesforce.com/blog/effectively-coach-sales-team-blog/?utm_source=linkedin&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=1-text,10-gated_no,11-destination_blog,12-n/a,13-employee_no,14-trailblazer_no,15-celeb_no,16-customer_exec_no,17-customer_brand_no,18-astro_and_friends_no,2-amer,3-brand,4-n/a,5-educate,6-eq_no,7-event_no,8-link_yes,9-original_yes [1] https://cloudvandana.com/lets-connect/ [1] https://codemithra.com/all-courses/ [1] https://lnkd.in/d2936Bwa Top URLs in Tweet in G10:
[2] https://redirect.viglink.com?u=https%3A%2F%2Fwww.amazon.co.uk%2FSocial-Selling-Techniques-Influence-Changemakers%2Fdp%2F0749478012%3Fie%3DUTF8%26camp%3D1634%26creative%3D6738%26creativeASIN%3D0749478012%26linkCode%3Das2%26redirect%3Dtrue%26ref_%3Das_li_tl%26tag%3Dthesocselnet-21&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false [2] http://digital-leadership-associates.passle.net/post/102gtd5/the-seven-deadly-sins-of-social-selling?utm_content=213795912&utm_medium=social&utm_source=twitter&hss_channel=tw-753526146055241729 [2] http://digital-leadership-associates.passle.net/post/102hqkx/get-social-selling-certified-and-stand-out-from-the-competition [1] http://digital-leadership-associates.passle.net/post/102hqil/why-youre-wasting-time-trying-to-understand-the-linkedin-algorithm [1] http://digital-leadership-associates.passle.net/post/102hrwc/we-need-to-get-higher-in-accounts-but-how [1] http://digital-leadership-associates.passle.net/post/102hqgt/why-its-time-to-put-digital-front-and-centre-in-your-sales-team [1] http://digital-leadership-associates.passle.net/post/102hr0b/why-you-need-to-do-more-than-just-connect-on-linkedin [1] https://digital-leadership-associates.passle.net/post/102h0m9/can-i-really-create-content-as-part-of-a-social-selling-program [1] https://digital-leadership-associates.passle.net/post/102hqgl/three-factors-impacting-marketing-and-sales-integration [1] https://digital-leadership-associates.passle.net/post/102hodj/research-what-do-buyers-want-from-a-suppliers-content Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1029] ãƒ,ム[384] passle,timothy_hughes [199] #salesforce,#crm [197] timothy_hughes,dlaignite [181] #salestips,#salesleader [178] dlaignite,#socialselling [176] #socialselling,#digitalselling [160] #remote,#developers [157] #salesleader,#salesenablement [149] #salesforce,video Top Word Pairs in Tweet in G1:
[101] ãƒ,ム[65] #crm,#cx [64] #brand,#crm [64] #cx,#digitalchannels [64] #digitalchannels,#health [64] #marca,#multichannel [64] #multichannel,#patientjourney [64] #patientjourney,#representantes [64] #representantes,#salesforce [64] #salesforce,#xrm Top Word Pairs in Tweet in G2:
[42] salesforce,#salesforce [39] #salesforce,#crm [34] #crm,#cloud [34] #cloud,#technology [23] partnerforce,salesforcenews [21] head,link [18] salesforcenews,salesforce [15] work,salesforce [14] read,more [14] low,code Top Word Pairs in Tweet in G3:
[97] #remote,#developers [87] #cloudvandana,#salesforce [87] #salesforce,#salesforcepartner [87] #salesforcepartner,#salesforceconsultant [87] #salesforceconsultant,#salesforceservices [84] #developers,#reactjs [84] #reactjs,#nodejs [80] #nodejs,#nodejsdeveloper [72] #nodejsdeveloper,#java [67] badge,trailhead Top Word Pairs in Tweet in G4:
[21] chance,win [21] #salesforce,#salesforceohana [20] #salesforce,certification [19] certification,voucher [19] #dreamincolor22,#dreamincolorsf22 [17] learn,more [17] appexchange,#salesforce [16] one,year's [16] year's,#witconf22 [16] #witconf22,sponsors Top Word Pairs in Tweet in G5:
[13] free,#ð [13] #ð,business [13] business,analysis [13] analysis,exam [13] exam,working [13] working,group [13] group,july [13] july,12 [13] 12,aug [13] aug,hr Top Word Pairs in Tweet in G6:
[617] ãƒ,ム[95] ç,æ [91] salesforcejapan,#salesforce [88] #salesforce,æ [88] ç,œã [88] œã,ム[88] œãƒ,ム[87] ãƒ,ç [87] #å,ç [87] リãƒ,ºæœ Top Word Pairs in Tweet in G7:
[75] #trailblazer,#trailhead [70] #career,#careers [69] #careers,#job [68] #job,#advice [64] #advice,#best [60] #best,#salesforce [60] #salesforce,#ohana [58] #ohana,#trailblazer [58] #trailhead,#admin [58] #admin,#admins Top Word Pairs in Tweet in G8:
[76] #hrtech,#salesforce [59] #hr,#csr [49] #csr,#corpgov [46] #uk,details [44] #corpgov,#shrm [43] location,#remote [43] details,please [42] #salesforce,#finserv [42] #shrm,#legaltech [39] please,contact Top Word Pairs in Tweet in G9:
[24] œrosiâ,return [24] return,social [24] social,impact [24] impact,šâ [24] šâ,sallyeaves [24] sallyeaves,#5g [24] #5g,bring [24] bring,greater [24] greater,#sustainabilityâ [24] #sustainabilityâ,glengilmore Top Word Pairs in Tweet in G10:
[383] passle,timothy_hughes [197] timothy_hughes,dlaignite [181] #salestips,#salesleader [178] dlaignite,#socialselling [176] #socialselling,#digitalselling [157] #salesleader,#salesenablement [128] #salesenablement,#salesforce [127] #sales,#salestips [120] #digitalselling,#sales [86] social,selling Top Replied-To in Entire Graph:
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