The graph represents a network of 431 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 December 2021 at 20:54 UTC.
The requested start date was Saturday, 04 December 2021 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 13-day, 16-hour, 24-minute period from Saturday, 20 November 2021 at 01:38 UTC to Friday, 03 December 2021 at 18:03 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 : 431
Unique Edges : 530
Edges With Duplicates : 747
Total Edges : 1277
Number of Edge Types : 5
Mentions : 417
MentionsInRetweet : 371
Retweet : 248
Replies to : 93
Tweet : 148
Self-Loops : 150
Reciprocated Vertex Pair Ratio : 0.0429447852760736
Reciprocated Edge Ratio : 0.0823529411764706
Connected Components : 72
Single-Vertex Connected Components : 51
Maximum Vertices in a Connected Component : 330
Maximum Edges in a Connected Component : 1049
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.029747
Graph Density : 0.00366913073976151
Modularity : 0.374056
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 431 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 December 2021 at 20:54 UTC.
The requested start date was Saturday, 04 December 2021 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 13-day, 16-hour, 24-minute period from Saturday, 20 November 2021 at 01:38 UTC to Friday, 03 December 2021 at 18:03 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:
[40] https://www.salesforce.com/dreamforce/ [29] https://www.salesforce.com/dreamforce/?d=7013y000002peKxAAI [23] https://twitter.com/FwdHumanity/status/1435653207577927683 [12] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [10] https://r.socialstudio.radian6.com/46681d1e-6663-4c4c-8377-a783a19f4d5e [8] https://clicktotweet.com/jbd3w+ [6] https://r.socialstudio.radian6.com/bbd44c15-2ab4-428b-ba55-bf511b6963d7 [5] https://ledgeviewpartners.com/blog/dreamforce-comes-to-nyc-this-december/ [3] http://www.dotcdomains.com/ [3] https://www.salesforce.com/dreamforce/?d=7013y000002peKxAAI&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=1-gif,10-gated_no,11-event_reg_page,12-before_other,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-dreamforce,5-activate,9-original_yes Top URLs in Tweet in G1:
[22] https://www.salesforce.com/dreamforce/ [5] https://r.socialstudio.radian6.com/46681d1e-6663-4c4c-8377-a783a19f4d5e [3] https://www.salesforce.com/dreamforce/?d=7013y000002peKxAAI [3] http://www.dotcdomains.com/ [2] https://r.socialstudio.radian6.com/97364304-6d81-4be5-8153-f9e563a9f826 [2] https://r.socialstudio.radian6.com/958b8a0a-5524-4a63-adfa-e6015fa4b384 [2] https://r.socialstudio.radian6.com/bbd44c15-2ab4-428b-ba55-bf511b6963d7 [1] https://r.socialstudio.radian6.com/604318f4-5c3a-42a8-9ff1-7f5c888716fa [1] https://sforce.co/30uAR9S [1] https://r.socialstudio.radian6.com/e4ed4523-b009-40ba-a24c-ac5ed4cfce36 Top URLs in Tweet in G2:
[10] https://www.salesforce.com/dreamforce/ [5] https://ledgeviewpartners.com/blog/dreamforce-comes-to-nyc-this-december/ [3] https://r.socialstudio.radian6.com/bbd44c15-2ab4-428b-ba55-bf511b6963d7 [3] https://www.salesforce.com/dreamforce/?d=7013y000002peKxAAI&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=1-gif,10-gated_no,11-event_reg_page,12-before_other,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-dreamforce,5-activate,9-original_yes [2] https://r.socialstudio.radian6.com/e18dbe76-375e-44f5-a5cc-d76c7426ecf4 [2] https://www.salesforce.com/dreamforce/?d=7013y000002peKxAAI [1] https://bit.ly/3qWh4ex_ [1] https://r.socialstudio.radian6.com/0ef820b3-1638-4bef-878c-617f0ae86b2e [1] https://r.socialstudio.radian6.com/63ded32e-eb09-4c15-83a1-2274d24a6814 [1] https://r.socialstudio.radian6.com/dbbab23b-b3cb-454d-866b-61dc4c54bded Top URLs in Tweet in G3:
[21] https://www.salesforce.com/dreamforce/?d=7013y000002peKxAAI [12] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [2] https://business-it.pt/2021/11/23/salesforce-vai-ajudar-as-empresas-a-terem-sedes-digitais-com-apoio-da-slack/ [2] https://www.cloudfulcrum.com/dreamforce/dreamforce-2021-salesforce-devops-whats-next/ [2] https://www.saastr.com/dreamforce-boxworks-arse-kissing-and-behavioral-vs-attitudinal-loyalty-2/ [1] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-dreamforce-2021 [1] https://www.tractionondemand.com/dreamforce/session-customer-360/?hsamp_network=twitter&hsamp=bn70jx9YNocn [1] https://twitter.com/dreamforce/status/1462480964760834052 [1] https://twitter.com/amy_e_weaver/status/1462569003004489729 [1] https://twinybots.ch/ Top URLs in Tweet in G4:
[3] https://www.salesforce.com/dreamforce/ [2] https://r.socialstudio.radian6.com/46681d1e-6663-4c4c-8377-a783a19f4d5e [1] https://salesforce.smh.re/0I-F [1] https://www.salesforce.com/dreamforce/?d=7013y000002peKxAAI [1] https://salesforce.smh.re/0LvM [1] https://clicktotweet.com/jbd3w+ Top URLs in Tweet in G5:
[6] https://clicktotweet.com/jbd3w+ [2] https://www.salesforce.com/dreamforce/ [2] https://www.salesforce.com/dreamforce/?d=7013y000002peKxAAI [2] https://r.socialstudio.radian6.com/46681d1e-6663-4c4c-8377-a783a19f4d5e [1] https://r.socialstudio.radian6.com/bbd44c15-2ab4-428b-ba55-bf511b6963d7 [1] https://twitter.com/Dreamforce/status/1465748433621307394 [1] https://salesforce.smh.re/0LRW [1] https://salesforce.smh.re/0M73 [1] https://salesforce.smh.re/0MCr [1] https://t.co/Sd4bS5fZKf Top URLs in Tweet in G6:
[1] https://www.udemy.com/course/salesforce-flow/?couponCode=BLACK21 [1] https://twitter.com/salesforce/status/1466104964602859521 [1] https://techiezach.com/blog/career/2021-year-in-review/ Top URLs in Tweet in G7:
[1] https://resources.formstack.com/webinar/dreamforce-to-you-nyc-happy-hour [1] https://www.youtube.com/watch?v=sYEI6z-6Jm0&feature=youtu.be [1] https://clicktotweet.com/jbd3w+ Top URLs in Tweet in G8:
[1] https://twitter.com/Dreamforce/status/1466189379177631745 [1] https://twitter.com/indiana_youth/status/1464357777401331719 [1] https://www.ownbackup.com/df2u-nyc-vip-party-wild-ink?utm_source=twitter&utm_medium=post&utm_campaign=daily-post Top URLs in Tweet in G10:
[1] https://slack.com/blog/news/slack-innovations-unveiled-dreamforce Top Domains
Top Word Pairs in Tweet in Entire Graph:
[62] #salesforce,#dreamforce [52] dreamforce,nyc [49] #dreamforce,#startup [49] #startup,#startups [49] #startups,#ai [49] #ai,#socialmedia [49] #futureofwork,#hrtech [48] dreamforce,heading [48] heading,nyc [48] nyc,bringing Top Word Pairs in Tweet in G1:
[33] salesforce,platform [21] save,date [20] 7am,pt [20] pt,10am [18] excited,dreamforce [17] iayori,excited [17] dreamforce,12 [17] 12,7am [17] 10am,salesforce [17] salesforce,latest Top Word Pairs in Tweet in G2:
[29] dreamforce,nyc [23] big,apple [18] bringing,dreamforce [15] save,date [13] dreamforce,big [12] next,week [12] around,corner [11] salesforce,bringing [11] apple,next [11] week,12 Top Word Pairs in Tweet in G3:
[18] black,eyed [18] eyed,peas [17] dreamforce,heading [17] heading,nyc [17] nyc,bringing [17] bringing,black [17] peas,along [17] along,ride [17] ride,hop [17] hop,trailblazers Top Word Pairs in Tweet in G4:
[10] dreamforce,#df19 [7] years,ago [6] ago,memories [6] memories,dreamforce [5] day,2019 [5] jenwlee,dreamforce [4] wow,prize [4] prize,dreamforce [4] dreamforce,#trailheadquests [4] #trailheadquests,weeks Top Word Pairs in Tweet in G5:
[17] dreamforce,heading [17] heading,nyc [17] nyc,bringing [17] along,ride [17] ride,hop [17] hop,trailblazers [15] bringing,bep [15] bep,along [6] next,week [6] trailblazers,#dfnyc Top Word Pairs in Tweet in G6:
[4] salesforce,flows [4] flows,udemy [4] udemy,class [4] class,326 [4] 326,strong [4] strong,update [4] update,add [4] add,deep [4] deep,dive [4] dive,lectures Top Word Pairs in Tweet in G7:
[6] years,ago [6] ago,today [4] two,years [4] today,celebrating [4] celebrating,end [4] end,dreamforce [4] dreamforce,2019 [4] 2019,amazing [4] amazing,perezes [4] perezes,hectorperezjr Top Word Pairs in Tweet in G8:
[5] salesforceorg,marketingcloud [5] marketingcloud,sightcall [5] sightcall,dreamforce [5] dreamforce,salesforcedevs [5] salesforcedevs,salesforcesmb [4] salesforce,salesforceorg [3] hosted,fantastic [3] fantastic,event [3] event,salesforceorg [3] salesforceorg,customers Top Word Pairs in Tweet in G9:
[2] hospitalfuturo,ihf_fih [2] ihf_fih,med_techworld [2] med_techworld,digitalsalutem [2] digitalsalutem,johnnosta [2] johnnosta,gil_bashe [2] gil_bashe,istackpole [2] istackpole,epicongress [2] epicongress,ascomuk [2] ascomuk,rachelrealtime [2] rachelrealtime,medikalife Top Word Pairs in Tweet in G10:
[3] salesforce,slackhq [2] dreamforce,salesforce [2] dreamforce,aws [2] aws,re [2] re,invent [2] invent,happening [2] happening,vegas [2] vegas,next [2] next,week [2] week,salesforce 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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