The graph represents a network of 1,060 Twitter users whose tweets in the requested range contained "dreamforce", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 04 September 2021 at 19:56 UTC.
The requested start date was Saturday, 04 September 2021 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, 22-hour, 22-minute period from Saturday, 21 August 2021 at 01:00 UTC to Friday, 03 September 2021 at 23:22 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 : 1060
Unique Edges : 1357
Edges With Duplicates : 2309
Total Edges : 3666
Number of Edge Types : 5
Retweet : 603
MentionsInRetweet : 865
Tweet : 550
Mentions : 1328
Replies to : 320
Self-Loops : 581
Reciprocated Vertex Pair Ratio : 0.0605368360936608
Reciprocated Edge Ratio : 0.114162627894453
Connected Components : 199
Single-Vertex Connected Components : 159
Maximum Vertices in a Connected Component : 773
Maximum Edges in a Connected Component : 3264
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.058655
Graph Density : 0.00165428403442194
Modularity : 0.374107
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 1,060 Twitter users whose tweets in the requested range contained "dreamforce", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 04 September 2021 at 19:56 UTC.
The requested start date was Saturday, 04 September 2021 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, 22-hour, 22-minute period from Saturday, 21 August 2021 at 01:00 UTC to Friday, 03 September 2021 at 23:22 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 : dreamforce
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:
[75] https://www.salesforce.com/dreamforce/schedule/ [57] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=01-gif,02-amer,03-digital_360,04-dreamforce,05-activate,06-eq_no,07-event_yes,08-link_yes,09-original_yes,10-gated_yes,11-event_reg_page,12-event_n/a,13-employee_no,14-trailblazer_no,15-celeb_no,16-customer_exec_no,17-customer_brand_no [50] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI [17] https://r.socialstudio.radian6.com/e0afbc0c-ef00-4195-bbde-e6e8dbf08aaa [16] https://r.socialstudio.radian6.com/95fc9696-db9d-4dcf-8c35-0fe5c9d8bb69 [15] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [13] https://r.socialstudio.radian6.com/d0ee4c5c-d05e-4c89-b552-1b70766b4ca4 [13] https://www.salesforce.com/dreamforce/ [12] https://www.salesforce.com/in/events/trailblazer-talks/ [12] https://www.salesforce.com/dreamforce/episodes/ Top URLs in Tweet in G1:
[33] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI [24] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=01-gif,02-amer,03-digital_360,04-dreamforce,05-activate,06-eq_no,07-event_yes,08-link_yes,09-original_yes,10-gated_yes,11-event_reg_page,12-event_n/a,13-employee_no,14-trailblazer_no,15-celeb_no,16-customer_exec_no,17-customer_brand_no [12] https://www.salesforce.com/dreamforce/schedule/ [9] https://r.socialstudio.radian6.com/9e0bcdc3-a4de-4979-9c9a-d1a70afba77d [8] https://r.socialstudio.radian6.com/e0afbc0c-ef00-4195-bbde-e6e8dbf08aaa [7] https://www.salesforce.com/in/events/trailblazer-talks/ [5] https://r.socialstudio.radian6.com/f938cf97-f4da-43a8-8675-eaece2d3cd5d [5] https://r.socialstudio.radian6.com/cb0e088b-790c-433c-a96e-f5eaa0b9167e [4] https://www.salesforcestore.com [3] https://r.socialstudio.radian6.com/61dca7ca-182d-4d60-99cc-becd7d4335be Top URLs in Tweet in G2:
[37] https://www.salesforce.com/dreamforce/schedule/ [13] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=01-gif,02-amer,03-digital_360,04-dreamforce,05-activate,06-eq_no,07-event_yes,08-link_yes,09-original_yes,10-gated_yes,11-event_reg_page,12-event_n/a,13-employee_no,14-trailblazer_no,15-celeb_no,16-customer_exec_no,17-customer_brand_no [13] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [6] https://www.salesforce.com/dreamforce/ [6] https://www.salesforce.com/dreamforce/?utm_medium=email&utm_source=event&utm_campaign=sfevent-ww-all---dreamforce-&utm_content=-o1-invite--&nc=7013y0000025tJ8AAI&d=7013y0000025uUsAAI&utm_medium=email&eid=ss-df-iv [3] https://ledgeviewpartners.com/blog/attend-dreamforce-2021-from-your-home/ [2] https://www.youtube.com/watch?v=-gsgkkRaZv0&feature=youtu.be [2] https://www.localogy.com/what-is-salesforce/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost [2] https://r.socialstudio.radian6.com/95fc9696-db9d-4dcf-8c35-0fe5c9d8bb69 [2] https://r.socialstudio.radian6.com/d681c6ed-874d-42b6-8568-b805a4352652 Top URLs in Tweet in G3:
[14] https://r.socialstudio.radian6.com/95fc9696-db9d-4dcf-8c35-0fe5c9d8bb69 [13] https://www.salesforce.com/dreamforce/schedule/ [10] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI [7] https://www.demandblue.com/the-stage-is-set-for-dreamforce-2021/ [6] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=01-gif,02-amer,03-digital_360,04-dreamforce,05-activate,06-eq_no,07-event_yes,08-link_yes,09-original_yes,10-gated_yes,11-event_reg_page,12-event_n/a,13-employee_no,14-trailblazer_no,15-celeb_no,16-customer_exec_no,17-customer_brand_no [5] https://www.demandblue.com/dreamforce-2021/ [3] https://r.socialstudio.radian6.com/d0ee4c5c-d05e-4c89-b552-1b70766b4ca4 [3] https://r.socialstudio.radian6.com/e0afbc0c-ef00-4195-bbde-e6e8dbf08aaa [2] https://twitter.com/Dreamforce/status/1430877849427271680 [2] https://venturebeat.com/2021/09/01/salesforce-unveils-sales-cloud-features-for-digital-channels/ Top URLs in Tweet in G4:
[10] https://twitter.com/FwdHumanity/status/1420059264941379595 [7] https://twitter.com/FwdHumanity/status/1364622864255619074 [4] https://twitter.com/Dreamforce/status/1430877849427271680 [4] https://twitter.com/martinhoyes/status/1432765860389613569 [3] https://twitter.com/FwdHumanity/status/1423317364259516418 [3] https://twitter.com/martinhoyes/status/1432866561707032578 [3] https://rise.global/csr-business/r/2684393 [3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252563 [2] https://twitter.com/FwdHumanity/status/1433834115552276486 [2] https://twitter.com/martinhoyes/status/1430606791914659841 Top URLs in Tweet in G5:
[3] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=01-gif,02-amer,03-digital_360,04-dreamforce,05-activate,06-eq_no,07-event_yes,08-link_yes,09-original_yes,10-gated_yes,11-event_reg_page,12-event_n/a,13-employee_no,14-trailblazer_no,15-celeb_no,16-customer_exec_no,17-customer_brand_no [2] https://www.salesforceben.com/dreamforce/ [1] https://www.salesforce.com/dreamforce/ [1] https://twitter.com/dreamforce/status/1433459875196116994 [1] https://r.socialstudio.radian6.com/e0afbc0c-ef00-4195-bbde-e6e8dbf08aaa [1] https://twitter.com/Dreamforce/status/1430877849427271680 [1] https://www.salesforce.com/news/stories/an-update-on-dreamforce-2021/ [1] https://salesforce.smh.re/oHt [1] https://twitter.com/appexchange/status/1433127860689068035 [1] https://www.youtube.com/watch?v=ifMe1s43eHw&feature=youtu.be Top URLs in Tweet in G6:
[5] https://r.socialstudio.radian6.com/ef41e573-cedf-487c-b492-edb25d9d83c4 [4] https://r.socialstudio.radian6.com/d0ee4c5c-d05e-4c89-b552-1b70766b4ca4 [3] http://www.salesforce.com/dreamforce/DF13/ [3] https://r.socialstudio.radian6.com/d0fabe8a-66d9-439e-af69-e82cceb52c71 [2] https://r.socialstudio.radian6.com/e0afbc0c-ef00-4195-bbde-e6e8dbf08aaa [2] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=01-gif,02-amer,03-digital_360,04-dreamforce,05-activate,06-eq_no,07-event_yes,08-link_yes,09-original_yes,10-gated_yes,11-event_reg_page,12-event_n/a,13-employee_no,14-trailblazer_no,15-celeb_no,16-customer_exec_no,17-customer_brand_no [1] https://developer.salesforce.com/blogs/2021/09/dreamforce-2021-for-developers [1] https://r.socialstudio.radian6.com/f938cf97-f4da-43a8-8675-eaece2d3cd5d [1] https://r.socialstudio.radian6.com/cb0e088b-790c-433c-a96e-f5eaa0b9167e [1] https://r.socialstudio.radian6.com/be09892a-62db-4217-bd4b-31afca8e4f6b Top URLs in Tweet in G7:
[9] https://www.salesforce.com/dreamforce/episodes/ [6] https://admin.salesforce.com/blog/2021/dreamforce-21-for-admins [5] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=01-gif,02-amer,03-digital_360,04-dreamforce,05-activate,06-eq_no,07-event_yes,08-link_yes,09-original_yes,10-gated_yes,11-event_reg_page,12-event_n/a,13-employee_no,14-trailblazer_no,15-celeb_no,16-customer_exec_no,17-customer_brand_no [3] https://admin.salesforce.com/blog/2021/behind-the-build-apps-fast-for-awesome-admins-dreamforce-session-with-vin-addala [3] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI [1] https://r.socialstudio.radian6.com/b0ac035c-a3af-4cb9-be12-af5f92e2565f [1] https://twitter.com/Dreamforce/status/1430877849427271680 [1] https://r.socialstudio.radian6.com/b1d94d20-88bc-43ed-bb30-e8682b69b816 [1] https://r.socialstudio.radian6.com/564e3421-e19a-48d3-9564-7c8d214c72d5 [1] https://r.socialstudio.radian6.com/92693e86-0689-46a8-b17e-9bab864e1245 Top URLs in Tweet in G8:
[4] https://www.salesforce.com/dreamforce/schedule/ [2] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=01-gif,02-amer,03-digital_360,04-dreamforce,05-activate,06-eq_no,07-event_yes,08-link_yes,09-original_yes,10-gated_yes,11-event_reg_page,12-event_n/a,13-employee_no,14-trailblazer_no,15-celeb_no,16-customer_exec_no,17-customer_brand_no [1] https://www.salesforce.com/dreamforce/ [1] https://r.socialstudio.radian6.com/9e0bcdc3-a4de-4979-9c9a-d1a70afba77d [1] https://twitter.com/i/spaces/1eaKbnaPpOjKX [1] https://www.salesforce.com/dreamforce/?utm_medium=email&utm_source=event&utm_campaign=sfevent-ww-all---dreamforce-&utm_content=-o1-invite--&nc=7013y0000025tJ8AAI&d=7013y0000025uUsAAI&utm_medium=email&eid=ss-df-iv [1] https://www.youtube.com/watch?v=0uzATtUT14Q&t=3500s [1] https://twitter.com/Dreamforce/status/1430877849427271680 Top URLs in Tweet in G9:
[2] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI [2] https://www.salesforce.com/dreamforce/schedule/ [2] https://www.salesforce.com/in/events/trailblazer-talks/ [2] https://futurumresearch.com/six-five-webcast/salesforce-starts-slacking-the-six-five-webcast/ [1] https://salesforce.smh.re/rxk [1] https://salesforce.smh.re/of6 [1] https://salesforce.smh.re/sXK [1] https://salesforce.smh.re/oeh [1] https://salesforce.smh.re/pJx [1] https://salesforce.smh.re/pKM Top Domains
Top Word Pairs in Tweet in Entire Graph:
[213] 100,hours [176] dreamforce,2021 [129] channels,topic [110] dreamforce,coming [107] days,innovation [107] innovation,channels [107] topic,100 [103] sign,free [101] coming,days [99] september,dreamforce Top Word Pairs in Tweet in G1:
[66] 100,hours [41] 21,23 [38] sign,free [36] original,content [36] streaming,live [35] hours,original [35] live,salesforce [34] industry,leaders [33] everything,100 [33] content,trailblazers Top Word Pairs in Tweet in G2:
[45] dreamforce,2021 [44] 100,hours [39] channels,topic [37] dreamforce,coming [37] days,innovation [37] innovation,channels [37] topic,100 [37] hours,free [37] free,content [37] content,salesforce Top Word Pairs in Tweet in G3:
[32] dreamforce,2021 [31] 100,hours [27] sign,free [26] channels,topic [24] dreamforce,salesforce [22] salesforce,dreamforce [21] salesforce,sign [20] free,#df21 [20] original,content [16] hours,original Top Word Pairs in Tweet in G4:
[48] #salesforce,#dreamforce [43] #startup,#hr [43] #hr,#csr [42] #learning,#shrm [42] #shrm,#hrtech [42] #hrtech,#peopleanalytics [42] #peopleanalytics,#deib [42] #deib,#hranalytics [42] #hranalytics,#diversity [41] #sustainability,#adp Top Word Pairs in Tweet in G5:
[41] dreamforce,salesforce [40] salesforce,salesforcemil [24] imjanellefields,dreamforce [13] cecedoessfdc,dreamforce [10] dreamforce,2021 [9] dreamforce,servicecloud [9] servicecloud,experiencecloud [9] salesforcemil,dreamforce [8] 100,hours [8] experiencecloud,laurendunne__c Top Word Pairs in Tweet in G6:
[23] 100,hours [15] dreamforce,2021 [12] 2021,back [11] #df21,feature [11] feature,over [11] over,100 [11] hours,amazing [11] amazing,content [11] content,#trailblazers [11] #trailblazers,kinds Top Word Pairs in Tweet in G7:
[17] salesforceadmns,#df21 [16] 100,hours [15] future,admin [15] admin,success [14] celebrate,things [14] things,#awesomeadmin [14] #awesomeadmin,#df21 [13] #df21,minds [13] minds,#awesomeadmins [13] #awesomeadmins,next Top Word Pairs in Tweet in G8:
[7] salesforce,dreamforce [7] 100,hours [7] channels,topic [6] dreamforce,2021 [5] september,dreamforce [5] dreamforce,coming [5] days,innovation [5] innovation,channels [5] topic,100 [4] borislavbo,nativevideo Top Word Pairs in Tweet in G9:
[11] salesforce,dvellante [11] dvellante,furrier [11] furrier,slack [11] slack,danielnewmanuv [11] danielnewmanuv,microsoft [11] microsoft,mulesoft [10] mulesoft,eric_kavanagh [8] stevendickens3,salesforce [7] dhinchcliffe,stevendickens3 [7] eric_kavanagh,emilychangtv Top Word Pairs in Tweet in G10:
[5] dreamforce,salesforceadmns [3] universal_be,universalpicsch [3] universalpicsch,dreamworks [3] dreamworks,dreamforce [3] salesforceadmns,gop [3] gop,dnc [3] dnc,dncwarroom [3] rick,producer [3] producer,main [3] main,actor Top Replied-To in Entire Graph:
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