The graph represents a network of 2,728 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, 12 December 2022 at 05:48 UTC.
The requested start date was Monday, 12 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 11-day, 9-hour, 41-minute period from Monday, 28 November 2022 at 01:09 UTC to Friday, 09 December 2022 at 10:51 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 : 2728
Unique Edges : 2093
Edges With Duplicates : 6757
Total Edges : 8850
Number of Edge Types : 5
Retweet : 1743
MentionsInRetweet : 2231
Mentions : 1493
Tweet : 3286
Replies to : 97
Self-Loops : 3372
Reciprocated Vertex Pair Ratio : 0.0392077607113985
Reciprocated Edge Ratio : 0.0754570206145469
Connected Components : 1088
Single-Vertex Connected Components : 848
Maximum Vertices in a Connected Component : 1117
Maximum Edges in a Connected Component : 5369
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.872992
Graph Density : 0.000345599076036636
Modularity : 0.314036
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,728 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, 12 December 2022 at 05:48 UTC.
The requested start date was Monday, 12 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 11-day, 9-hour, 41-minute period from Monday, 28 November 2022 at 01:09 UTC to Friday, 09 December 2022 at 10:51 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:
[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 [4] https://zigi.be/spin [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 [3] https://www.enterprisetimes.co.uk/2022/11/18/pre-cyber-week-digital-sales-down-7-as-consumers-hold-out-for-holiday-discounts/ [2] https://note.com/taku_hacomono/n/nd6fde8777649 [2] https://www.salesforce.com/jp/events/worldtour/2022/?bc=HA [2] https://www.youtube.com/watch?v=GLfL32UAP54&feature=youtu.be [2] https://www.gravityforms.com/blog/salesforce-wordpress-integration/?utm_campaign=Black [2] Friday [2] https://gulfbrokers.com/en/weekly-review-gold-usd-eurusd-and-dow-jones-57 Top URLs in Tweet in G1:
[4] https://zigi.be/spin [3] https://www.enterprisetimes.co.uk/2022/11/18/pre-cyber-week-digital-sales-down-7-as-consumers-hold-out-for-holiday-discounts/ [2] https://gulfbrokers.com/en/weekly-review-gold-usd-eurusd-and-dow-jones-57 [2] https://www.salesforce.com/jp/events/worldtour/2022/?bc=HA [1] https://twitter.com/SalesforceOrg/status/1595890754282561536 [1] https://www.youtube.com/channel/UCP1OqRch4uu9pwEVUg6D0AQ [1] https://api.whatsapp.com/send/?phone=17324852499&text&type=phone_number&app_absent=0 [1] http://www.filix.co.in [1] https://www.linkedin.com/feed/update/urn:li:share:7002890641462497280 [1] https://www.veeam.com/blog/it/introducing-veeam-backup-salesforce.html?utm_campaign=Format%3A+Veeam+Blog%2CCountry%3A+Italy%2CProgram%3A+Salesforce%2CTitle%3A+Introducing+Veeam+Backup+for+Salesforce&utm_content=1669622407&utm_medium=socialteam&utm_source=twitter Top URLs in Tweet in G2:
[2] https://www.gravityforms.com/blog/salesforce-wordpress-integration/?utm_campaign=Black [2] Friday [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/online-meeting-sharing/bolt-data-and-salesforce-share-honest-conversations-on-preparing-for-salesforce-transformations-in-upcoming-webinar/?utm_source=hootsuite&utm_medium=twitter&utm_term=salestechstar&utm_content=9735bd0b-1a09-414a-8ae7-e5790a6231bc&utm_campaign=Organic [1] https://salestechstar.com/price-optimization-revenue-management/salesforce-reveals-record-breaking-cyber-week-281-billion-in-global-online-sales/?utm_source=hootsuite&utm_medium=twitter&utm_term=salestechstar&utm_content=0467cce1-8deb-49d7-932b-10c7d77bbf4b&utm_campaign=Organic [1] https://salesforce.smh.re/1uHy [1] https://twitter.com/mcconaughey/status/1595431962210029570 [1] https://trailblazercommunitygroups.com/events/details/salesforce-salesforce-user-group-madrid-spain-presents-son-los-datos-solo-para-matematicos/?utm_content=160891617&utm_medium=social&utm_source=twitter&hss_channel=tw-3500645115 [1] https://www.cloudperitus.com/blog/4-challenges-of-modern-investmenr-banker-solved-with-salesforce-fsc [1] https://economictimes.indiatimes.com/tech/technology/tech-adoption-cycle-in-india-still-has-good-legroom-salseforce-ceo/articleshow/95836159.cms?utm_source=contentofinterest&utm_medium=text&utm_campaign=cppst Top URLs in Tweet in G3:
[1] https://martechseries.com/social/social-media-marketing/sprout-social-and-salesforce-deepen-partnership-with-the-addition-of-tableau-to-its-series-of-integrations/?utm_source=hootsuite&utm_medium=twitter&utm_term=martechseries&utm_content=847794ff-01ef-4b7c-a8bc-1a8bac52dbf2&utm_campaign=Organic [1] https://martechseries.com/sales-marketing/marketing-clouds/salesforce-genie-customer-data-cloud-now-powered-by-tableau-processes-more-than-100-billion-customer-records-on-average-daily-making-it-easy-for-every-company-to-become-a-customer-company/?utm_source=hootsuite&utm_medium=twitter&utm_term=martechseries&utm_content=ce09b553-ac0a-413e-b780-1ff4579a359a&utm_campaign=Organic [1] https://martechseries.com/analytics/customer-identity-management/liveintent-announces-identity-enrichment-on-salesforce-appexchange-the-worlds-leading-enterprise-cloud-marketplace/?utm_source=hootsuite&utm_medium=twitter&utm_term=martechseries&utm_content=8d75ddac-3e93-4ba0-a06c-c13f856dc3e3&utm_campaign=Organic [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://twitter.com/SalesforceBen/status/1594635910900957185 [1] https://10kview.com/linkedin-tips-to-tell-your-salesforce-expert-story/ Top URLs in Tweet in G4:
[2] https://www.youtube.com/watch?v=GLfL32UAP54&feature=youtu.be [1] https://www.youtube.com/watch?v=V5MeO5lwX4Q&feature=youtu.be [1] https://twitter.com/Centelon_ltd/status/1590191527237935105 [1] https://centelon.com/products/accelerators/nfp-in-a-box/ Top URLs in Tweet in G5:
[1] https://www.amazon.co.jp/dp/4798061840/ref=cm_sw_r_as_gl_api_gl_i_NAJ29Z7EQGAWZ1Z0G6X7?linkCode=ml1&tag=klever3-22 Top URLs in Tweet in G6:
[1] https://clicktotweet.com/d7LXH+ [1] https://go.odaseva.com/wb-2022-12-06-internal-increasing-salesforce-roi-forrester-lp?utm_source=7b75e4ec-0e63-40af-85bd-e4462639385a&utm_network=twitter&utm_campaign=everyonesocial&es_id=813e803501 [1] https://go.odaseva.com/wb-2022-12-06-internal-increasing-salesforce-roi-forrester-lp?utm_source=6cabfb2c-c61e-4add-9585-139a5dd37253&utm_network=twitter&utm_campaign=everyonesocial&es_id=3e1cea4a9c Top URLs in Tweet in G7:
[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://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 [1] https://go.veeam.com/wp-veeam-salesforce-protection-trends-report-2022-de?utm_campaign=Country%3A+DACH%2CFormat%3A+Whitepaper%2FeBook%2CProgram%3A+Salesforce%2CCreative%3A+Static+Banner%2CTitle%3A+2022+Salesforce+Protection+Trends+Report&utm_source=twitter&utm_medium=socialteam&utm_content=1670234700 [1] https://www.veeam.com/blog/sf22-is-your-salesforce-data-restoreable.html?utm_campaign=Format%3A+Veeam+Blog%2CCountry%3A+Benelux%2CProgram%3A+Salesforce%2CCreative%3A+Static+Banner%2CTitle%3A+Can+You+Restore+Your+Salesforce+Data%3F&utm_source=twitter&utm_medium=socialteam&utm_content=1670328514 [1] https://go.veeam.com/wp-veeam-salesforce-protection-trends-report-2022?utm_campaign=Format%3A+Whitepaper%2FeBook%2CCountry%3A+Benelux%2CProgram%3A+Salesforce%2CCreative%3A+Static+Banner%2CTitle%3A+2022+Salesforce+Protection+Trends+Report&utm_content=1670356021&utm_medium=socialteam&utm_source=twitter Top Domains
Top Word Pairs in Tweet in Entire Graph:
[745] ãƒ,ム[221] #salesforce,crm [178] passle,timothy_hughes [170] #sales,#salestips [152] #socialselling,#digitalselling [148] dlaignite,#socialselling [144] #salestips,#salesleader [140] #layoffs,#layoff [138] learn,more [133] timothy_hughes,dlaignite Top Word Pairs in Tweet in G1:
[258] ãƒ,ム[131] #salesforce,crm [120] #layoffs,#layoff [112] #layoff,#thelayoff [112] #thelayoff,#bangalore [112] #oracle,#layoffs [112] #bangalore,#burlington [112] msft,ibm [112] crm,msft [112] #burlington,#austin Top Word Pairs in Tweet in G2:
[176] passle,timothy_hughes [152] #socialselling,#digitalselling [149] #sales,#salestips [148] dlaignite,#socialselling [144] #salestips,#salesleader [133] timothy_hughes,dlaignite [119] #digitalselling,#sales [60] #salesleader,#salesforce [58] social,selling [45] #salesforce,#prospecting Top Word Pairs in Tweet in G3:
[22] #salesforce,#trailblazers [16] #trailblazers,#trailblazercommunity [16] #salesforce,ecosystem [12] #salesforce,career [11] #ftd22,#salesforce [10] little,over [10] make,sure [10] #sfdcmegameet,#salesforce [9] over,week [9] reach,little Top Word Pairs in Tweet in G4:
[52] #trailblazer,#trailhead [48] #salesforce,#ohana [41] #ohana,#trailblazer [38] #advice,#best [38] #admin,#admins [38] #career,#careers [38] #careers,#job [38] #best,#salesforce [38] #trailhead,#admin [38] #job,#advice Top Word Pairs in Tweet in G5:
[300] ãƒ,ム[56] æ,æ [55] ãƒ,ç [40] ç,ム[37] æ,ç [36] ç,æ [27] ºã,æ [25] リãƒ,ム[25] ç,ºã [25] ªã,ムTop Word Pairs in Tweet in G6:
[45] mark,zuckerberg [45] #alameda,#amazon [45] data,protection [45] fried,mark [45] zuckerberg,reed [45] bankman,fried [45] more,#alameda [45] learned,sam [45] #amazon,#artists [45] reed,hastings Top Word Pairs in Tweet in G7:
[29] #veeam,backup [28] backup,salesforce [22] #salesforce,data [14] trends,report [11] data,metadata [11] salesforce,appexchange [10] available,appexchange [10] protection,trends [10] gt,gt [9] enterprise,#cloud Top Word Pairs in Tweet in G8:
[30] hiring,remote [30] #remotework,#remotejob [30] #remotejob,#workfromhome [11] #tableau,#salesforce [10] account,executive [10] #workfromhome,#salesforce [9] #sales,#salesforce [7] co,ceo [6] direct,client [6] rl3,cynosuretechnologies Top Word Pairs in Tweet in G9:
[9] #could,become [9] next,#salesforce [9] #salesforce,mikequindazzi [9] mikequindazzi,spirosmargaris [9] become,next [8] workflows,sonu_monika [8] betting,generative [8] conversational,workflows [8] #salesforce,betting [8] #ai,conversational Top Word Pairs in Tweet in G10:
[19] #salesforce,#ohana [18] #trailblazer,#toptrailblazers [17] #toptrailblazers,#salesforce [17] work,#trailhead [16] #trailhead,#trailblazer [12] earned,module [12] nice,work [9] joward,castillo [9] castillo,ðÿœ [9] ðÿœ,earned Top Replied-To in Entire Graph:
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