The graph represents a network of 3,161 Twitter users whose recent tweets contained "dreamforce", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 21:15 UTC.
The tweets in the network were tweeted over the 3060-day, 6-hour, 4-minute period from Thursday, 16 October 2014 at 18:44 UTC to Saturday, 04 March 2023 at 00:48 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3161
Unique Edges : 4802
Edges With Duplicates : 11545
Total Edges : 16347
Number of Edge Types : 9
Tweet : 1344
Mentions : 3034
Retweet : 1758
MentionsInRetweet : 3110
Quote : 178
MentionsInReplyTo : 5481
Replies to : 1200
MentionsInQuote : 202
MentionsInQuoteReply : 40
Self-Loops : 2006
Reciprocated Vertex Pair Ratio : 0.0724679860302678
Reciprocated Edge Ratio : 0.135142469470828
Connected Components : 526
Single-Vertex Connected Components : 340
Maximum Vertices in a Connected Component : 2300
Maximum Edges in a Connected Component : 14908
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.264369
Graph Density : 0.000737829320155855
Modularity : 0.304145
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,161 Twitter users whose recent tweets contained "dreamforce", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 21:15 UTC.
The tweets in the network were tweeted over the 3060-day, 6-hour, 4-minute period from Thursday, 16 October 2014 at 18:44 UTC to Saturday, 04 March 2023 at 00:48 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[158] https://www.sevaxapp.com/ [72] https://utmgrabber.com/ [67] https://www.sevaxapp.com/team-2/ [36] https://twitter.com/Dreamforce/status/1591128818794000386/photo/1 [36] https://twitter.com/Dreamforce/status/1623728651958198272/photo/1 [28] https://twitter.com/Dreamforce/status/1593272965138944002/photo/1 [25] https://twitter.com/i/events/1572747186223579138 [24] https://salesforcedrillers.com/learn-andriod/android-app-development/ [22] https://salesforcedrillers.com/learn-mean/introduction-to-node-js/ [21] https://twitter.com/Dreamforce/status/1589690914909425664/video/1 Top URLs in Tweet in G1:
[25] https://twitter.com/i/events/1572747186223579138 [10] https://www.constellationr.com/blog-news/was-it-magic-or-was-it-dreamforce [6] https://retailminded.com/dreamforce-2022-10-highlights-retailers-learn [5] https://twitter.com/salesforce/status/1570599910046683136/photo/1 [4] https://www.salesforce.com/plus/?d=7013y000002EWirAAG&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=10-gated_yes,11-destination_salesforce_plus,12-event_n/a,2-amer,4-dreamforce,7-event_yes,8-link_yes,9-original_yes [4] https://twitter.com/JujharSinghsf/status/1574453883732213761/photo/1 [4] https://twitter.com/gnayyar/status/1598788687143309312/photo/1 [4] https://twitter.com/gnayyar/status/1585269371504656384/photo/1 [4] https://twitter.com/gssahni/status/1595833510887133185/photo/1 [4] https://twitter.com/NAfricaDreamin/status/1584846535778390016/photo/1 Top URLs in Tweet in G2:
[24] https://salesforcedrillers.com/learn-andriod/android-app-development/ [22] https://salesforcedrillers.com/learn-mean/introduction-to-node-js/ [20] https://twitter.com/Dreamforce/status/1591128818794000386/photo/1 [20] https://salesforcedrillers.com/learn-aws/overview-of-cloud/ [20] https://salesforcedrillers.com/learn-python/programming-overview/ [18] https://salesforcedrillers.com/learn-flutter/introduction-on-flutter/ [16] https://twitter.com/Dreamforce/status/1623728651958198272/photo/1 [12] https://salesforcedrillers.com/learn-devops/what-is-devops/ [12] https://salesforcedrillers.com/learn-data-science/introduction-to-data-science/ [12] https://twitter.com/PablitoPuraVida/status/1585719215855906816/photo/1 Top URLs in Tweet in G3:
[16] https://twitter.com/Dreamforce/status/1623728651958198272/photo/1 [14] https://www.salesforce.com/trailblazerdx?&utm_source=Salesforce&utm_medium=corporate_organic_social&utm_campaign=general&/?d=7013y000002KMHhAAO [12] https://twitter.com/Dreamforce/status/1591128818794000386/photo/1 [12] https://twitter.com/Dreamforce/status/1593272965138944002/photo/1 [9] https://twitter.com/Dreamforce/status/1589690914909425664/video/1 [9] https://twitter.com/Dreamforce/status/1627699820583432194/photo/1 [6] https://twitter.com/Dreamforce/status/1587191390756184065/photo/1 [6] https://twitter.com/Dreamforce/status/1590388907362877444/photo/1 [5] https://www.salesforce.com/trailblazerdx?&utm_source=Salesforce&utm_medium=corporate_organic_social&utm_campaign=general&/?d=7013y000002KMHhAAO&utm_content=Dreamforce_ [5] https://twitter.com/divs_dc/status/1573328473518899202/photo/1 Top URLs in Tweet in G4:
[15] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [9] https://tableausalesforce.connpass.com/event/264025/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter [8] https://www.youtube.com/watch?v=-gsgkkRaZv0&feature=youtu.be [8] https://www.businessinsider.com/salesforce-dreamforce-genie-launch-snowflake-databricks-real-time-2022-9 [8] https://twitter.com/m_lavva/status/1594929227434192896/photo/1 [6] https://www.saleswingsapp.com/sales-and-marketing-conferences/dreamforce-2022-parties-you-need-to-attend/?utm_source=twitter&utm_medium=social&utm_campaign=revold [5] https://retailminded.com/dreamforce-2022-10-highlights-retailers-learn [4] https://www.protocol.com/newsletters/sourcecode/dreamforce-slack-salesforce-genie [4] https://terakoyaforce.connpass.com/event/265343/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter [4] https://twitter.com/Fika_SFTB/status/1597227445974769664/photo/1 Top URLs in Tweet in G5:
[4] https://twitter.com/Irish_Dissident/status/1534910791798902791/photo/1 [3] https://twitter.com/myashin/status/1615491645910450176/photo/1 [3] https://twitter.com/Irish_Dissident/status/1581987220461785088/photo/1 [1] https://news.yahoo.com/salesforce-losing-key-execs-behind-172135199.html [1] https://twitter.com/jaminball/status/1598071271992233984 [1] https://twitter.com/ElijahSchaffer/status/1626541618538102784/video/1 [1] https://twitter.com/elonmusk/status/1601052786602348544/photo/1 [1] https://twitter.com/ManojChandraJha/status/1592607295049191426/photo/1 [1] https://twitter.com/thestevemahoney/status/1584474212533952512/photo/1 [1] https://twitter.com/Benioff/status/1583159322611429376 Top URLs in Tweet in G6:
[5] https://www.instagram.com/p/CiymdZ1ri4a/ [4] https://twitter.com/jennhanin/status/1612399305821933570/photo/1 [3] https://www.protocol.com/enterprise/salesforce-dreamforce-benioff-cdp-slack [3] https://twitter.com/matk62/status/1580350436309368832/photo/1 [3] https://www.bizbash.com/production-strategy/event-production-fabrication/media-gallery/22484547/inside-salesforces-dreamforce-2022 [2] https://trailblazercommunitygroups.com/events/details/salesforce-salesforce-admin-group-hamilton-united-states-presents-winter-release-dreamforce-recap/ [2] https://twitter.com/MiKA07728921/status/1574234252409176064/photo/1 [1] https://twitter.com/YoshikiOfficial/status/1627473337306980355/photo/1 [1] https://twitter.com/YoshikiOfficial/status/1572773635764662272/photo/1 [1] https://www.protocol.com/bulletins/salesforce-layoffs-hiring-freeze Top URLs in Tweet in G7:
[12] https://twitter.com/Dreamforce/status/1593272965138944002/photo/1 [6] https://successjp.salesforce.com/trailblazersjp [6] https://sfag.connpass.com/event/262746/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter [6] https://tableausalesforce.connpass.com/event/264025/ [4] https://sfag.connpass.com/event/262746/?utm_campaign=event_publish_to_follower&utm_source=notifications&utm_medium=twitter [4] https://terakoyaforce.connpass.com/event/265343/?utm_campaign=event_publish_to_follower&utm_source=notifications&utm_medium=twitter [4] https://tableausalesforce.connpass.com/event/264025/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter [4] https://www.tableau.com/blog/5-tableau-community-learnings-dreamforce [3] https://cloudely.com/dreamforce-2022-product-launches/ [3] https://twitter.com/fumino_ten/status/1585910862484623360/photo/1 Top URLs in Tweet in G8:
[3] https://twitter.com/Dreamforce/status/1590388907362877444/photo/1 [2] https://www.salesforce.com/form/dreamforce/df23-save-the-date/?bc=HA [2] https://www.salesforceben.com/dreamforce-2023-pre-registration-save-the-date/ [2] https://admin.salesforce.com/blog/2022/best-of-dreamforce-migrate-smarter-with-marti-pirkle-and-lisa-king-podcast [2] https://vedegoforce.com/2022/10/11/4-key-innovations-featured-in-dreamforce-2022/ [1] https://salesforce.smh.re/1ieU [1] https://twitter.com/Dreamforce/status/1589690914909425664/video/1 [1] https://twitter.com/CherFeldman/status/1578403898993295360 [1] https://admin.salesforce.com/blog/2022/from-feedback-to-features-true-to-the-core-highlights-from-platform-product-managers [1] https://twitter.com/DianaJaffeSF/status/1578140625718824962/photo/1 Top URLs in Tweet in G9:
[8] https://twitter.com/sallyeaves/status/1578680021425659905/photo/1 [4] https://twitter.com/sallyeaves/status/1580202657196621828/photo/1 [2] https://www.salesforce.com/plus/experience/Dreamforce_2022/series/Communications/?d=cta-body-promo-2230 Top URLs in Tweet in G10:
[1] https://slack.com/blog/transformation/everything-you-need-to-know-about-slack-at-dreamforce-2022?utm_campaign=organicsocialFY22&utm_content=&utm_medium=1665092424&utm_source=twitter [1] https://bit.ly/3Dr5JaI?utm_content=226923185&utm_medium=social&utm_source=twitter&hss_channel=tw-1491972691683057664 [1] https://bit.ly/3WRoayh?utm_content=227931769&utm_medium=social&utm_source=twitter&hss_channel=tw-1491972691683057664 [1] https://twitter.com/SaasguruHQ/status/1591343948752048128/photo/1 [1] https://www.protocol.com/enterprise/salesforce-slack-dreamforce-quip-canvas [1] https://www.forbes.com/sites/danielnewman/2022/09/26/salesforce-delivers-big-crm-and-slack-updates-at-dreamforce-2022/?sh=5b8cdbfb7061&utm_campaign=1238997_Futurum%20Research%20Weekly%20Tech%20News%20Recap%20for%20Week%20Ending%20Sept.%2030%2C%202022&utm_medium=email&utm_source=Futurum%20Research&dm_i=4R13,QK0L,44EG71,39WXL,1 [1] https://twitter.com/enQuest_/status/1621409640700575744/photo/1 [1] https://salesforce.smh.re/1iH5 [1] http://events.salesforceusergroups.com/dreamforce2017globalgatheringd-6c97 [1] https://twitter.com/JUGSalesforce/status/935489587450748928 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[275] dreamforce,2022 [230] salesforce,dreamforce [187] reply,#stop [187] #stop,opt [144] #salesforce,#dreamforce [143] front,row [142] row,seat [139] seat,dreamforce [137] secure,front [137] #df22,final Top Word Pairs in Tweet in G1:
[187] #stop,opt [187] reply,#stop [141] row,seat [141] front,row [138] seat,dreamforce [137] secure,front [137] ready,#df22 [137] #df22,final [137] final,step [137] step,secure Top Word Pairs in Tweet in G2:
[82] salesforce,dreamforce [74] join,useful [72] useful,site [65] dreamforce,partnerforce [64] salesforce,job [63] job,career [61] career,info [59] badge,trailhead [58] salesforceorg,salesforce [57] site,salesforce Top Word Pairs in Tweet in G3:
[70] dreamforce,salesforcedevs [56] salesforce,dreamforce [49] #salesforcetour,nyc [35] salesforcedevs,salesforcearchs [33] #trailblazercommunity,#motiharimeetup [32] swbjoyce,kavindrapatel [32] sfdckiran,mittuvikas [32] kavindrapatel,parkerharris [32] zaynelt,sfdckiran [32] malloryranahan,zaynelt Top Word Pairs in Tweet in G4:
[76] dreamforce,2022 [17] dreamforce,22 [16] dreamforce,2017 [16] salesforce,genie [16] sessions,dreamforce [15] people,buy [15] help,company [15] 2017,help [15] read,more [15] two,sessions Top Word Pairs in Tweet in G5:
[10] salesforce,dreamforce [7] benioff,salesforce [5] thedailyshow,lesdoggg [5] apple,dreamforce [5] nbcsnl,trevornoah [5] trevornoah,colbertlateshow [4] #jimcramer,#cnbc [4] lesdoggg,salesforce [4] nypost,#themarket [4] elongateog,elonmusk Top Word Pairs in Tweet in G6:
[23] tar_xvzf,kurtiswu [23] kurtiswu,diannefeinstein [23] kevjones30,tar_xvzf [22] dreamforce,mosconecenter [21] mosconecenter,transamericapyr [21] diannefeinstein,dreamforce [17] brucehalperin,kevjones30 [10] willplancal,brucehalperin [8] san,francisco [7] murphstahoe,brucehalperin Top Word Pairs in Tweet in G7:
[46] global,gathering [33] 2022,global [26] dreamforce,2022 [17] dreamforce特集,dreamforceでのtableauを知ろう [16] tabforce#11,dreamforce特集 [13] dreamforce,connection [12] gathering,architects [8] #dreamforce,2022 [8] world,tour [8] #df22gg,#archjapan Top Word Pairs in Tweet in G8:
[13] dreamforce,2022 [9] save,date [7] lisa,king [6] pre,registration [6] #salesforce,#dreamforce [5] shown,dreamforce [5] already,live [5] #dreamforce,2023 [5] barely,recovered [5] best,dreamforce Top Word Pairs in Tweet in G9:
[61] #df22,#dreamforce [38] week,packed [38] highlight,#communications [38] #dreamforce,week [38] packed,#keynote [38] aligning,#tech [38] #communications,aligning [38] #keynote,highlight [37] #tech,#consumer [37] #consumer,trends Top Word Pairs in Tweet in G10:
[4] salesforce,dreamforce [3] slackhq,asksalesforce [3] made,sweet [3] announcements,folks [3] asksalesforce,having [3] blazed,trail [3] buzzing,#df22 [3] attended,salesforce [3] dreamforce,2022 [3] dreamforce,made Top Replied-To in Entire Graph:
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