The graph represents a network of 1,346 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, 20 August 2022 at 20:09 UTC.
The requested start date was Saturday, 20 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, 17-hour, 54-minute period from Saturday, 06 August 2022 at 00:15 UTC to Friday, 19 August 2022 at 18:09 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 : 1346
Unique Edges : 2298
Edges With Duplicates : 2957
Total Edges : 5255
Number of Edge Types : 5
MentionsInRetweet : 1467
Mentions : 1887
Retweet : 801
Replies to : 409
Tweet : 691
Self-Loops : 707
Reciprocated Vertex Pair Ratio : 0.0575035063113604
Reciprocated Edge Ratio : 0.108753315649867
Connected Components : 315
Single-Vertex Connected Components : 254
Maximum Vertices in a Connected Component : 932
Maximum Edges in a Connected Component : 4693
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.114413
Graph Density : 0.00166595778763457
Modularity : 0.372158
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,346 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, 20 August 2022 at 20:09 UTC.
The requested start date was Saturday, 20 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, 17-hour, 54-minute period from Saturday, 06 August 2022 at 00:15 UTC to Friday, 19 August 2022 at 18:09 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:
[63] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387 [47] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289 [33] https://www.salesforce.com/dreamforce/ [28] http://www.salesforce.com/dreamforce/DF13/ [22] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-road-to-dreamforce-2022 [20] http://www.salesforce.com [10] https://www.youtube.com/watch?v=E1FNkf3MLKY [10] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [10] https://admin.salesforce.com/blog/2022/how-to-convince-your-boss-to-send-you-to-dreamforce [7] https://www.salesforce.com/dreamforce/?d=7013y0000022ZmTAAU&nc=&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=_7013y0000022ZmTAAUamer_twitter Top URLs in Tweet in G1:
[6] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289 [4] https://thedreshonline.com/2022/08/06/dreamforce-2022-special-offer/ [4] https://twitter.com/rlvanessagrant/status/1557039127475826688?s=20&t=t8DzI9Wt1iM_ckCtWIQ1Sg [4] https://admin.salesforce.com/blog/2022/how-to-convince-your-boss-to-send-you-to-dreamforce [3] https://reg.salesforce.com/flow/plus/dreamforce22/maincontentcatalog/page/Catalog [3] https://twitter.com/michaelforce/status/1559320668986023936 [2] https://twitter.com/i/broadcasts/1jMKgekwdrOJL [2] https://www.eventbrite.com/e/df22-newbie-reunion-bacon-breakfast-tickets-391725470427 [2] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387 [2] https://df22events.com Top URLs in Tweet in G2:
[41] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387 [13] https://www.salesforce.com/dreamforce/ [13] http://www.salesforce.com [10] http://www.salesforce.com/dreamforce/DF13/ [10] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289 [10] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [10] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-road-to-dreamforce-2022 [5] https://twitter.com/search?f=live&q=%23DF2022+OR+%23DF22+OR+%23Dreamforce+OR+%23Dreamforce2022+OR+%23Dreamforce22+from%3Ahashflagnow [4] https://admin.salesforce.com/blog/2022/how-to-convince-your-boss-to-send-you-to-dreamforce [4] https://www.salesforce.com/dreamforce/?d=7013y0000029xgcAAA&bc=IKB Top URLs in Tweet in G3:
[29] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289 [9] http://www.salesforce.com/dreamforce/DF13/ [8] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387 [7] https://www.salesforce.com/dreamforce/ [6] https://www.salesforce.com/dreamforce/?d=7013y0000022ZmTAAU&nc=&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=_7013y0000022ZmTAAUamer_twitter [4] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-road-to-dreamforce-2022 [3] http://www.salesforce.com [2] https://r.socialstudio.radian6.com/e6167128-f6bb-4e92-90dc-15c328dc7718 [2] https://www.youtube.com/watch?v=Bah8X9e69YY&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content= [2] https://r.socialstudio.radian6.com/428cc041-b67d-4ca7-a29a-263d93b6cf4b Top URLs in Tweet in G4:
[5] https://clicktotweet.com/f7mZ6+ [2] https://www.salesforceben.com/breaking-news-dreamforce-2022-band-announced/?utm_content=159304132&utm_medium=social&utm_source=twitter&hss_channel=tw-776835924 [2] https://www.salesforce.com/dreamforce/?d=7013y000000Zws7AAC&nc=7013y000002ZIKBAA4&utm_source=platform_social&utm_medium=organic_social&utm_campaign=us_itlobaw&utm_content=Dreamforce22_Registration_7013y000000Zws7AAC&ban=us_social [2] https://r.socialstudio.radian6.com/428cc041-b67d-4ca7-a29a-263d93b6cf4b [2] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387 [2] https://www.salesforce.com/dreamforce/ [1] https://twitter.com/ChiliPeppers/status/1553536580463525888 [1] https://www.salesforceben.com/ultimate-dreamforce-parties-events-2022/?utm_content=159373247&utm_medium=social&utm_source=twitter&hss_channel=tw-776835924 [1] https://twitter.com/salesforce/status/1549382894933553152 [1] https://r.socialstudio.radian6.com/3b207a5d-142d-48f3-b771-81bfd513a9d2 Top URLs in Tweet in G5:
[3] http://www.salesforce.com/dreamforce/DF13/ [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 [2] https://www.salesforce.com/dreamforce/registration/?bc=HA [2] https://admin.salesforce.com/blog/2022/how-to-rock-your-next-presentation-and-demo [2] https://reg.salesforce.com/flow/plus/dreamforce22/maincontentcatalog/page/Catalog?utm_medium=email&eid=ss-df-nl [2] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-road-to-dreamforce-2022 [2] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387 [2] 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://r.socialstudio.radian6.com/a9a9f333-fbaf-4a12-ac8f-f28cb1e405a7 [1] https://r.socialstudio.radian6.com/063c9ade-85e7-41db-b412-e7bd81b6a772 Top URLs in Tweet in G6:
[3] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387 [2] https://reg.salesforce.com/flow/plus/dreamforce22/maincontentcatalog/page/Catalog [2] https://www.crmscience.com/dreamforce [2] https://df22events.com [2] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-road-to-dreamforce-2022 [1] https://salesforce.smh.re/1QLV [1] https://twitter.com/akash_sfdc/status/1556604674781765632 [1] https://twitter.com/michaelforce/status/1559320668986023936 [1] https://twitter.com/CoriOPaluck/status/1557797432422834177 [1] https://salesforce.smh.re/1QbN Top URLs in Tweet in G7:
[9] https://www.youtube.com/watch?v=E1FNkf3MLKY [2] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289 [2] https://www.salesforce.com/dreamforce/ [1] https://salesforce.smh.re/1Pu0 [1] https://salesforce.smh.re/1P1H [1] https://salesforce.smh.re/1Rh7 [1] http://www.salesforce.com [1] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387 [1] https://salesforce.smh.re/1QOG [1] https://www.salesforce.com/dreamforce Top URLs in Tweet in G8:
[4] https://r.socialstudio.radian6.com/19252d05-a53b-4b2a-b079-6fdd3c1e3bd5 [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] http://www.salesforce.com/dreamforce/DF13/ [1] https://www.salesforce.com/dreamforce/ [1] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387 [1] https://salesforce.smh.re/1Pkl [1] http://www.salesforce.com [1] https://salesforce.smh.re/1QT8 [1] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-road-to-dreamforce-2022 [1] https://salesforce.smh.re/1Qoi Top URLs in Tweet in G9:
[3] http://leandata.saaskpibenchmarks.com/surveysPage/pipeline-performance [2] https://www.leandata.com/blog/take-my-boss-tesla-please/?utm_source=twitter&utm_medium=organic [2] https://api.library.agorapulse.com:443/redirect/1161g186bg [2] https://pages.clari.com/run-revenue-reception.html?utm_source=twitter&utm_medium=organic-social [1] https://events.ops-stars.com/?promo=twitter&tr=true [1] https://www.leandata.com/leandata-tesla-demo/?utm_source=twitter&utm_medium=organic [1] https://msp-dreamforce-happy-hour.splashthat.com/ Top URLs in Tweet in G10:
[1] https://www.salesforce.com/dreamforce/ [1] https://twitter.com/benioff/status/1560539824485834762 [1] https://twitter.com/maes_data/status/1560549186210496512 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[176] proceeds,benefit [175] #df22,update [175] performing,dreamfest [175] dreamfest,proceeds [174] major,#df22 [145] san,francisco [113] give,back [106] update,chilipeppers [106] chilipeppers,performing [106] benefit,ucsfchildrens Top Word Pairs in Tweet in G1:
[31] dreamforce,year [25] san,francisco [22] first,time [21] dreamforce,#df22 [19] 11,59 [18] special,dreamforce [18] rlvanessagrant,dreamforce [17] hurry,special [17] dreamforce,offer [17] offer,expires Top Word Pairs in Tweet in G2:
[59] give,back [57] chili,peppers [56] red,hot [56] hot,chili [50] san,francisco [42] peppers,performing [42] benefit,ucsf [42] ucsf,benioff [42] benioff,children's [42] children's,hospital Top Word Pairs in Tweet in G3:
[39] san,francisco [28] major,#df22 [28] #df22,update [28] performing,dreamfest [28] dreamfest,proceeds [28] proceeds,benefit [25] give,back [23] ready,days [23] days,wow [23] wow,san Top Word Pairs in Tweet in G4:
[83] major,#df22 [83] #df22,update [83] performing,dreamfest [83] dreamfest,proceeds [83] proceeds,benefit [81] update,chilipeppers [81] chilipeppers,performing [81] benefit,ucsfchildrens [81] ucsfchildrens,fun [76] salesforce,major Top Word Pairs in Tweet in G5:
[18] road,dreamforce [16] dreamforce,salesforce [14] design,shirt [13] dreamforce,#trailheadquest [13] badge,trailhead [11] #trailheadquest,ready [11] complete,quest [10] right,way [10] way,road [10] see,future Top Word Pairs in Tweet in G6:
[12] joannaiturbe,rebeccajoffrey [12] rebeccajoffrey,nickersuniverse [11] red,hot [11] hot,chili [11] chili,peppers [9] nickersuniverse,madeinsflorida [9] jasontlantz,dougbennetthvd [9] dougbennetthvd,lori_dembowitz [9] lori_dembowitz,cmarcinkevage [9] cmarcinkevage,amjadayoubi Top Word Pairs in Tweet in G7:
[12] dreamforce,2022 [8] benioff,dreamforce [4] benioff,chilipeppers [4] chilipeppers,dreamforce [4] san,francisco [4] dreamforce,benioff [4] justguilda,marketingcloud [3] benioff,justguilda [3] convince,boss [3] boss,send Top Word Pairs in Tweet in G8:
[25] dreamforce,tableau [24] tableau,salesforce [11] adammico1,dreamforce [7] salesforce,thanks [6] data,analytics [6] analytics,dreamforce [6] tableau,chief [6] chief,product [6] product,officer [6] ajenstat,shares Top Word Pairs in Tweet in G9:
[8] club,revenue [5] pipeline,performance [5] performance,benchmarking [5] benchmarking,survey [4] ops_stars,peek [4] peek,ceo [4] ceo,evanliang [4] evanliang,podcast [4] podcast,host [4] host,rachaelmcb Top Word Pairs in Tweet in G10:
[15] ご報告です,salesforce [15] salesforce,dreamforce [15] dreamforce,#df22 [15] #df22,に登壇します [15] に登壇します,ω [15] ω,ゞ [15] ゞ,salesforce [15] salesforce,そしてtableauのコミュニティの話です [15] そしてtableauのコミュニティの話です,2つのコミュニティが大好きです [14] maes_data,ご報告です 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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