The graph represents a network of 2,129 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, 19 December 2020 at 21:28 UTC.
The requested start date was Saturday, 19 December 2020 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, 23-hour, 48-minute period from Saturday, 05 December 2020 at 01:01 UTC to Saturday, 19 December 2020 at 00:50 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 : 2129
Unique Edges : 4051
Edges With Duplicates : 7470
Total Edges : 11521
Number of Edge Types : 5
Tweet : 1088
Retweet : 2018
MentionsInRetweet : 3305
Mentions : 4401
Replies to : 709
Self-Loops : 1145
Reciprocated Vertex Pair Ratio : 0.057785209959123
Reciprocated Edge Ratio : 0.109256982258914
Connected Components : 340
Single-Vertex Connected Components : 278
Maximum Vertices in a Connected Component : 1644
Maximum Edges in a Connected Component : 10863
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.829325
Graph Density : 0.00125659086655107
Modularity : 0.295044
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,129 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, 19 December 2020 at 21:28 UTC.
The requested start date was Saturday, 19 December 2020 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, 23-hour, 48-minute period from Saturday, 05 December 2020 at 01:01 UTC to Saturday, 19 December 2020 at 00:50 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:
[131] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=AMER,Dreamforce,English,Video [112] https://www.salesforce.com/dreamforce/ [30] https://twitter.com/i/events/1331212469876842503 [27] http://www.salesforce.com/dreamforce/DF13/ [24] https://www.bebee.com/producer/@john-white/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [17] http://r.socialstudio.radian6.com/a7ae6b18-d471-4616-9651-a8691db25c44 [14] https://www.sevaxapp.com/ [10] https://twitter.com/FwdHumanity/status/1328104822982098944 [8] https://hicglobalsolutions.com/blog/dreamforce-keynote-2020/ [8] https://hicglobalsolutions.com/blog/salesforce-hyperforce-the-shift-to-major-public-clouds/ Top URLs in Tweet in G1:
[70] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=AMER,Dreamforce,English,Video [43] https://www.salesforce.com/dreamforce/ [11] http://www.salesforce.com/dreamforce/DF13/ [9] http://r.socialstudio.radian6.com/a7ae6b18-d471-4616-9651-a8691db25c44 [8] https://www.salesforce.com/dreamforce/dreamtx-channel-5/ [8] https://t.co/7T9E4NgFr4 [6] https://www.journaldunet.com/solutions/dsi/1496041-dreamforce-salesforce-se-lance-dans-le-robotic-process-automation/ [4] https://twitter.com/dreamforce/status/1337457320222203906 [2] http://www.salesforce.com/dreamforce/ [2] http://r.socialstudio.radian6.com/f7f18fe1-26af-4641-ab7b-4aca6791b065 Top URLs in Tweet in G2:
[20] https://twitter.com/i/events/1331212469876842503 [20] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=AMER,Dreamforce,English,Video [6] https://www.salesforce.com/dreamforce/ [4] http://www.salesforce.com/dreamforce/DF13/ [3] https://www.eventbrowse.com/the-best-online-events-in-the-us-today/ [3] https://www.youtube.com/watch?v=Zn0ls966rFE&feature=youtu.be [3] https://www.extentia.com/dreamforce [3] https://sdodemo-main-166ce2cf6b6-172-175bd28be55.force.com/southeastdf2u/s/ [2] https://okt.to/qTt3U0 [2] https://twitter.com/Dreamforce/status/1338967137755553801?s=20 Top URLs in Tweet in G3:
[31] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=AMER,Dreamforce,English,Video [17] https://www.salesforce.com/dreamforce/ [5] http://www.salesforce.com/dreamforce/DF13/ [4] http://r.socialstudio.radian6.com/a7ae6b18-d471-4616-9651-a8691db25c44 [3] https://twitter.com/Dreamforce/status/1338569330208862208 [3] https://twitter.com/i/events/1331212469876842503 [3] https://twitter.com/Dreamforce/status/1339285838820036608 [3] https://twitter.com/trailhead/status/1338589671178313729 [3] http://www.dreamforce.com/together [3] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/dream-quest Top URLs in Tweet in G4:
[14] https://www.salesforce.com/dreamforce/ [14] https://www.bebee.com/producer/@john-white/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [6] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=AMER,Dreamforce,English,Video [6] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&bc=OTH [5] for [3] https://twitter.com/salesforce/status/1336422986547560450 [3] https://www.forbes.com/sites/oracle/2020/12/09/customer-experience-is-more-than-sales-3-questions-to-ask-salesforce/?sh=de2423f6ed75 [3] https://twitter.com/Dreamforce/status/1337427232772468738 [2] https://www.instagram.com/accounts/login/ [2] https://www.salesforceben.com/dreamforce-to-you-keynote-round-up-2020-hyperforce-einstein-automate-and-more/ Top URLs in Tweet in G5:
[18] https://www.salesforce.com/dreamforce/ [8] https://hicglobalsolutions.com/blog/salesforce-hyperforce-the-shift-to-major-public-clouds/ [8] https://hicglobalsolutions.com/blog/dreamforce-keynote-2020/ [5] https://cloudadoption.solutions/dreamtx-day-1/ [4] http://www.salesforce.com/dreamforce/DF13/ [4] https://k2partnering.com/k2-blog/dreamforce-to-you-2020-and-the-digital-imperative/ [4] https://pardot.crmscience.com/l/840703/2020-10-23/mkr6zx [4] https://www.forbes.com/sites/oracle/2020/12/09/customer-experience-is-more-than-sales-3-questions-to-ask-salesforce/?sh=de2423f6ed75 [3] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=AMER,Dreamforce,English,Video [3] http://r.socialstudio.radian6.com/a7ae6b18-d471-4616-9651-a8691db25c44 Top URLs in Tweet in G6:
[2] https://www.salesforce.com/dreamforce/ [1] https://sfdc.co/CovidEthicalPrinciples [1] https://sfdc.co/DreamTXInclusiveMarketing [1] http://www.salesforce.com/dreamforce/DF13/ [1] https://trailblazer.salesforce.com/sessions?eventId=a1Q4V00002DWxkY#/sessions [1] https://c1.sfdcstatic.com/content/dam/web/en_us/events-master/dreamforcetoyou2020/subpages/df2u-junior-ranger-activity-book.pdf [1] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=AMER,Dreamforce,English,Video [1] https://www.youtube.com/watch?v=BZkd_IutAWw&feature=youtu.be [1] https://www.cnbc.com/2020/12/03/cramer-salesforce-could-more-than-double-its-value-after-slack-deal.html [1] https://www.cmswire.com/digital-workplace/salesforces-einstein-automates-workflows-zoom-gets-cozy-with-aws-and-more-digital-workplace-news/?utm_source=twitter.com&utm_medium=social&utm_campaign=cm&utm_content=social-share-sumo Top URLs in Tweet in G7:
[2] https://www.salesforce.com/dreamforce/ [1] https://twitter.com/marketingcloud/status/1338515419984920577 [1] https://twitter.com/StaceyGCogswell/status/1339242171229233154 [1] https://www.linkedin.com/slink?code=epwnapJ Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=ojb2L9Kbyk4 Top URLs in Tweet in G9:
[14] https://www.sevaxapp.com/ [10] https://twitter.com/FwdHumanity/status/1328104822982098944 [7] https://twitter.com/martinhoyes/status/1334922019058544640 [7] https://twitter.com/martinhoyes/status/1338192129009438722 [4] https://twitter.com/i/events/1331212469876842503 [3] https://twitter.com/martinhoyes/status/1339631715233406982 [2] https://twitter.com/martinhoyes/status/1338992535230840833 [1] https://twitter.com/OmdenaAI/status/1314219341316005888 [1] https://twitter.com/founding/status/1252043073288273922 [1] https://www.salesforce.com/dreamforce/ Top Domains
Top Word Pairs in Tweet in Entire Graph:
[249] dreamforce,#dreamtx [243] dreamforce,2020 [205] dreamforce,trailblazer [201] trailblazer,experience [188] #dreamtx,#df2u [157] salesforce,dreamforce [139] dreamforce,salesforce [126] trailhead,dreamforce [117] power,#customer360 [106] salesforce,trailhead Top Word Pairs in Tweet in G1:
[204] dreamforce,#dreamtx [151] #dreamtx,#df2u [100] trailhead,dreamforce [94] salesforce,trailhead [83] dreamforce,salesforceadmns [74] salesforceadmns,salesforceuk [73] salesforcedevs,benioff [73] benioff,swbjoyce [72] salesforceuk,salesforcemil [72] salesforcemil,salesforcedevs Top Word Pairs in Tweet in G2:
[87] dreamforce,trailblazer [85] trailblazer,experience [82] power,#customer360 [56] experience,discover [55] join,dreamforce [55] discover,power [55] #customer360,working [54] salesforce,join [43] salesforce,dreamforce [32] part,dreamforce Top Word Pairs in Tweet in G3:
[35] dreamforce,trailblazer [35] trailblazer,experience [21] salesforce,dreamforce [18] #dreamtx,session [17] #dreamtx,day [17] marthastewart,snoopdogg [15] day,#dreamtx [15] high,spirits [15] dreamforce,2020 [14] salesforce,join Top Word Pairs in Tweet in G4:
[79] dreamforce,2020 [37] #df2u,#dreamforce [33] agenda,builder [30] builder,live [27] #dreamtx,agenda [26] 150,sessions [24] live,pick [24] pick,more [24] more,150 [24] sessions,content Top Word Pairs in Tweet in G5:
[86] dreamforce,2020 [47] #salesforce,#dreamforce [33] #dreamforce,#dreamtx [33] presentation,salesforce [31] dreamforce,trailblazer [31] trailblazer,experience [31] read,more [30] salesforce,read [27] salesforce,dreamforce [25] dreamforce,salesforce Top Word Pairs in Tweet in G6:
[7] thursday,december [7] december,10 [7] big,party [6] 10,celebrate [6] salesforce,big [6] #reinvent,2020 [6] 2020,hosted [5] dreamforce,join [5] join,chancetherapper [5] chancetherapper,thursday Top Word Pairs in Tweet in G7:
[8] #dreamforce,#dreamtx [6] day,#dreamforce [5] pardot,dreamforce [5] pardreamin,day [5] #dreamtx,pardreamin [5] pardreamin,#best [5] #best,pardot [5] pardot,event [4] brandy_chi,pardot [4] brandy_chi,pardreamin Top Word Pairs in Tweet in G8:
[2] gwzuu8un7gnrhoe,kannnoshigeru2 [2] kannnoshigeru2,funuu5 [2] funuu5,cisibasi [2] cisibasi,sukipparanisake [2] sukipparanisake,koudaiin [2] koudaiin,neckfolia_3 [2] neckfolia_3,kanna8kanna [2] kanna8kanna,dietmokuhyou Top Word Pairs in Tweet in G9:
[39] #marketing,#sales [38] #df2u,#df20 [37] #salesforce,#dreamtx [35] #sales,#crm [35] #startups,#ai [30] martinhoyes,#salesforce [29] #salesforce,#data [27] #dreamtx,#dreamforce [27] #dreamforce,#salesforceohana [27] #salesforceohana,#startups Top Word Pairs in Tweet in G10:
[8] indoresfdg,sfsgaitr [8] appitekbot,sfdcalex [8] sfdcalex,amanpathak_sfdc [8] amanpathak_sfdc,sfdckiran [8] sfdcsimran,dreamforce [7] sfsgaitr,rkarma214 [7] rkarma214,appitekbot [7] sfdckiran,bharti_sfdc [7] bharti_sfdc,sfdcsimran [6] dreamforce,kkteja Top Replied-To in Entire Graph:
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