The graph represents a network of 1,197 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, 13 August 2022 at 20:09 UTC.
The requested start date was Saturday, 13 August 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, 23-hour, 8-minute period from Saturday, 30 July 2022 at 00:06 UTC to Friday, 12 August 2022 at 23:15 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 : 1197
Unique Edges : 2045
Edges With Duplicates : 3094
Total Edges : 5139
Number of Edge Types : 5
Tweet : 568
Mentions : 1904
Retweet : 764
MentionsInRetweet : 1377
Replies to : 526
Self-Loops : 583
Reciprocated Vertex Pair Ratio : 0.0578012844729883
Reciprocated Edge Ratio : 0.109285714285714
Connected Components : 271
Single-Vertex Connected Components : 226
Maximum Vertices in a Connected Component : 859
Maximum Edges in a Connected Component : 4688
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.924488
Graph Density : 0.0019558371961118
Modularity : 0.344587
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 1,197 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, 13 August 2022 at 20:09 UTC.
The requested start date was Saturday, 13 August 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, 23-hour, 8-minute period from Saturday, 30 July 2022 at 00:06 UTC to Friday, 12 August 2022 at 23:15 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:
[42] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387 [37] http://www.salesforce.com/dreamforce/DF13/ [21] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289 [19] https://www.salesforce.com/dreamforce/ [15] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-road-to-dreamforce-2022 [12] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [9] https://admin.salesforce.com/blog/2022/how-to-convince-your-boss-to-send-you-to-dreamforce [9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279758 [7] https://trailhead.salesforce.com/trailblazer-community/groups/0F9300000001shNCAQ [7] https://www.sevaxapp.com/team-2/ Top URLs in Tweet in G1:
[32] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387 [20] http://www.salesforce.com/dreamforce/DF13/ [13] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289 [12] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [7] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-road-to-dreamforce-2022 [6] https://www.salesforce.com/dreamforce/ [5] https://twitter.com/search?f=live&q=%23DF2022+OR+%23DF22+OR+%23Dreamforce+OR+%23Dreamforce2022+OR+%23Dreamforce22+from%3Ahashflagnow [4] https://trailhead.salesforce.com/trailblazer-community/groups/0F9300000001shICAQ [3] https://trailhead.salesforce.com/trailblazer-community/groups/0F9300000001shNCAQ [3] https://www.salesforceben.com/breaking-news-dreamforce-2022-band-announced/ Top URLs in Tweet in G2:
[5] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289 [5] https://www.salesforce.com/dreamforce/ [4] https://clicktotweet.com/f7mZ6+ [4] https://hicglobalsolutions.com/blog/salesforce-winter-23-release-arrives-key-release-dates-and-preview-information/ [3] https://r.socialstudio.radian6.com/428cc041-b67d-4ca7-a29a-263d93b6cf4b [3] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387 [3] https://tweetedtimes.com/Scorypto [2] https://r.socialstudio.radian6.com/e6167128-f6bb-4e92-90dc-15c328dc7718 [2] http://www.salesforce.com/dreamforce/DF13/ [2] https://www.sevaxapp.com/team-2/ Top URLs in Tweet in G3:
[5] https://www.sevaxapp.com/team-2/ [5] https://apps.apple.com/us/app/id1451705907 [2] http://blackbusinessmonthblockparty22.splashthat.com/DF-Twitter [2] https://www.salesforce.com/dreamforce/?d=7013y000002EUxBAAW&nc=&utm_source=&utm_medium[%E2%80%A6]-Registration-OrgSoc_7013y000002EUxBAAW&utm_term=&ban=amer_ [2] https://twitter.com/marketingcloud/status/1557396362039377920 [2] http://apps.apple.com/us/app/id1451705907 [2] https://appadvice.com/game/app/sevax/1451705907 [2] https://www.salesforceben.com/breaking-news-dreamforce-2022-band-announced/?vgo_ee=34QgerDxvKF5Z8Q%2F8gdJvxwUnRnlmwiuCIJkd9A7F3A%3D [2] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387 [2] http://salesforce.com/dreamforce/?d=7013y000002EUzgAAG Top URLs in Tweet in G4:
[5] https://admin.salesforce.com/blog/2022/how-to-convince-your-boss-to-send-you-to-dreamforce [4] https://thedreshonline.com/2022/08/06/dreamforce-2022-special-offer/ [4] http://www.salesforce.com/dreamforce/DF13/ [3] https://www.salesforce.com/dreamforce/ [2] https://developer.salesforce.com/blogs/2022/08/how-to-convince-your-boss-to-send-you-to-dreamforce [2] http://salesforce.com/dreamforce?d=7013y0000029zWaAAI&nc=7013y0000022Yw6AAE&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=admin-reg_7013y0000029zWaAAIamer_twitter [2] https://secure.givelively.org/donate/pepup-tech/tony-nguyen-8 [2] https://secure.givelively.org/event/pepup-tech/dreamforce-2022-karaoke-for-a-cause [2] https://trailhead.salesforce.com/content/learn/modules/apex_database/apex_database_sosl?trail_id=force_com_dev_beginner [2] https://trailhead.salesforce.com/content/learn/modules/data_security/data_security_sharing_rules?trail_id=force_com_dev_beginner Top URLs in Tweet in G5:
[5] http://www.salesforce.com/dreamforce/DF13/ [4] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-road-to-dreamforce-2022 [2] https://trailhead.salesforce.com/content/learn/modules/the-global-goals/learn-how-to-support-the-global-goals?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022 [2] https://trailhead.salesforce.com/content/learn/modules/positive-environmental-impact/become-a-climate-champion?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022 [1] https://r.socialstudio.radian6.com/a9a9f333-fbaf-4a12-ac8f-f28cb1e405a7 [1] https://r.socialstudio.radian6.com/063c9ade-85e7-41db-b412-e7bd81b6a772 [1] https://trailhead.salesforce.com/content/learn/modules/emotional-intelligence/manage-emotional-reactions?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022 [1] https://trailhead.salesforce.com/content/learn/modules/relationship-building/build-skilled-relationships?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022 [1] https://trailhead.salesforce.com/content/learn/modules/positive-environmental-impact/become-a-climate-champion?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022#challenge [1] https://trailhead.salesforce.com/content/learn/modules/slack-salesforce-for-the-future-of-work/see-how-slack-salesforce-can-transform-your-business?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022#challenge Top URLs in Tweet in G6:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279758 [2] https://trailhead.salesforce.com/trailblazer-community/groups/0F9300000001shNCAQ [2] http://www.salesforce.com/dreamforce/DF13/ [2] https://www.salesforce.com/dreamforce/ [1] https://salesforce.smh.re/1QL0 [1] https://salesforce.smh.re/1NCj [1] https://www.salesforce.com/dreamforce/?d=7013y0000029xgcAAA&utm_source=Twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=10-gated_no,12-event_n/a,12-reg_promo_video,13-employee_yes,14-trailblazer_yes,15-celeb_no,16-customer_exec_no,17-customer_brand_no,18-astro_and_friends_yes,2-amer,3-n/a,5-activate,6-eq_no,7-event_yes,8-link_yes [1] https://r.socialstudio.radian6.com/19252d05-a53b-4b2a-b079-6fdd3c1e3bd5 [1] https://salesforce.smh.re/1QJw [1] https://salesforce.smh.re/1NAo Top URLs in Tweet in G7:
[2] https://www.youtube.com/watch?v=XLp-dnX6uY8 [1] https://possible.mindtree.com/Dreamforce-event?utm_source=organic&utm_medium=event&utm_content=600000274271706&utm_campaign=customer+success [1] https://possible.mindtree.com/Dreamforce-event [1] https://twitter.com/CloudGalacticos/status/1558072550516744193 [1] https://trailhead.salesforce.com/en/users/teamtrailhead/trailmixes/quest-road-to-dreamforce-2022 [1] https://trailhead.salesforce.com/content/learn/modules/emotional-intelligence/manage-emotional-reactions?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022 [1] https://trailhead.salesforce.com/content/learn/modules/relationship-building/build-skilled-relationships?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022 [1] https://trailhead.salesforce.com/content/learn/modules/manage_the_sfdc_way_ohana/build-a-plan-to-bring-your-culture-and-values?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022 [1] https://trailhead.salesforce.com/content/learn/modules/flow-basics/meet-flow-builder?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022 [1] https://trailhead.salesforce.com/content/learn/modules/positive-environmental-impact/become-a-climate-champion?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022 Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=XLp-dnX6uY8&feature=youtu.be [1] https://www.youtube.com/watch?v=TsVCBc7dnNw&feature=youtu.be [1] https://www.twitch.tv/ [1] https://www.twitch.tv/videos/1549695699 [1] https://clips.twitch.tv/ClearWittyCocoaOpieOP-acrgtvXI-dvhU9bc?tt_medium=twtr [1] https://clips.twitch.tv/HardStormyStrawberrySSSsss-n5NaEfGxSORrtHR0?tt_medium=twtr [1] https://mobile.twitter.com/davderrier/status/1044752002691940352 Top URLs in Tweet in G9:
[2] https://brainiate.show/what-is-dreamforce/?utm_source=rss&utm_medium=rss&utm_campaign=what-is-dreamforce#Salesforce [2] https://www.salesforceben.com/breaking-news-dreamforce-2022-band-announced/?utm_content=159304132&utm_medium=social&utm_source=twitter&hss_channel=tw-776835924 [1] https://www.cloudgalacticos.co.uk/dreamforce-past-highlights/#Salesforce [1] https://www.cloudgalacticos.co.uk/dreamforce-past-highlights/ [1] https://www.youtube.com/watch?v=4xwYopP6sXE#Salesforce [1] https://www.youtube.com/watch?v=Bah8X9e69YY#Salesforce [1] https://admin.salesforce.com/blog/2022/how-to-convince-your-boss-to-send-you-to-dreamforce#Salesforce [1] https://developer.salesforce.com/blogs/2022/08/how-to-convince-your-boss-to-send-you-to-dreamforce.html#Salesforce [1] https://www.salesforceben.com/breaking-news-dreamforce-2022-band-announced/#Salesforce [1] https://admin.salesforce.com/blog/2022/how-to-convince-your-boss-to-send-you-to-dreamforce Top URLs in Tweet in G10:
[2] https://outsourcesalesforce.com/dreamforce-2022-and-winter-23-release-key-dates-to-remember/ [1] http://www.salesforce.com/dreamforce/ Top Domains
Top Word Pairs in Tweet in Entire Graph:
[141] #df22,update [141] proceeds,benefit [140] major,#df22 [140] performing,dreamfest [140] dreamfest,proceeds [133] san,francisco [99] give,back [94] update,chilipeppers [94] chilipeppers,performing [94] benefit,ucsfchildrens Top Word Pairs in Tweet in G1:
[60] give,back [56] san,francisco [41] red,hot [41] hot,chili [41] chili,peppers [33] peppers,performing [33] benefit,ucsf [33] ucsf,benioff [33] benioff,children's [33] children's,hospital Top Word Pairs in Tweet in G2:
[81] major,#df22 [81] #df22,update [81] performing,dreamfest [81] dreamfest,proceeds [81] proceeds,benefit [78] update,chilipeppers [78] chilipeppers,performing [78] benefit,ucsfchildrens [78] ucsfchildrens,fun [73] salesforce,major Top Word Pairs in Tweet in G3:
[31] nads_p07,dreamforce [27] dreamforce,benioff [27] benioff,justguilda [25] justguilda,marketingcloud [15] dreamforce,year [15] san,francisco [14] lakhan_sfdc,dreamforce [14] #df22,#dreamforce [13] major,#df22 [13] #df22,update Top Word Pairs in Tweet in G4:
[42] salesforcedevs,salesforceadmns [22] dreamforce,year [22] salesforcearchs,salesforcedevs [22] salesforceux,salesforcearchs [21] first,time [21] dreamforce,salesforcearchs [20] salesforceadmns,salesforcearchs [20] dreamforce,salesforceux [20] badge,trailhead [19] calling,salesforcedevs Top Word Pairs in Tweet in G5:
[23] road,dreamforce [19] salesforce,trailhead [18] dreamforce,#trailheadquest [18] #trailheadquest,ready [13] start,preparing [13] preparing,#df22 [13] #df22,season [13] season,arrived [13] arrived,check [13] check,road Top Word Pairs in Tweet in G6:
[13] learn,skills [13] sessions,make [13] make,connections [12] skills,50 [12] 50,tableau [7] join,tableau [7] largest,software [7] software,conference [7] conference,learn [7] tableau,crm Top Word Pairs in Tweet in G7:
[14] complete,trailmix [14] trailmix,september [14] september,19 [14] 19,2022 [14] 2022,chance [14] chance,win [14] win,10 [14] 10,trailblazer [14] trailblazer,hoodies [14] hoodies,10 Top Word Pairs in Tweet in G8:
[12] dreamforce,saasy_sistah [9] adam17amo,girlygeeksocial [8] saasy_sistah,rockchick322004 [8] rockchick322004,justguilda [7] salesforceamy,dreamforce [7] justguilda,notisblank [6] zazamataz,cyril_louis [6] notisblank,adam17amo [5] notisblank,dreamforce [5] justguilda,adam17amo Top Word Pairs in Tweet in G9:
[8] rejected,again [8] again,#dreamforce [8] #dreamforce,#df22 [8] #df22,#bearswilleatyou [7] hooliforce,rejected [6] looking,attend [6] attend,#salesforce [6] #salesforce,community [6] community,event [6] event,before Top Word Pairs in Tweet in G10:
[5] akash_sfdc,hello [5] hello,#salesforceohana [5] #salesforceohana,today [5] today,submitted [5] submitted,emergency [5] emergency,request [5] request,visa [5] visa,attend [5] attend,dreamforce [5] dreamforce,#df22 Top Replied-To in Entire Graph:
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