The graph represents a network of 3,237 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 21:14 UTC.
The tweets in the network were tweeted over the 2326-day, 5-hour, 7-minute period from Wednesday, 28 September 2016 at 17:22 UTC to Friday, 10 February 2023 at 22:30 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 : 3237
Unique Edges : 4376
Edges With Duplicates : 11150
Total Edges : 15526
Number of Edge Types : 9
Tweet : 1412
Mentions : 3249
Retweet : 1701
MentionsInRetweet : 2971
Replies to : 1121
MentionsInReplyTo : 4662
Quote : 168
MentionsInQuote : 209
MentionsInQuoteReply : 33
Self-Loops : 2077
Reciprocated Vertex Pair Ratio : 0.075307862330281
Reciprocated Edge Ratio : 0.14006753780649
Connected Components : 544
Single-Vertex Connected Components : 353
Maximum Vertices in a Connected Component : 2348
Maximum Edges in a Connected Component : 14019
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.348865
Graph Density : 0.000650219018128232
Modularity : 0.310021
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,237 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 21:14 UTC.
The tweets in the network were tweeted over the 2326-day, 5-hour, 7-minute period from Wednesday, 28 September 2016 at 17:22 UTC to Friday, 10 February 2023 at 22:30 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/ [77] https://utmgrabber.com/ [69] 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 [26] https://twitter.com/i/events/1572747186223579138 [24] https://salesforcedrillers.com/learn-andriod/android-app-development/ [23] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [22] https://salesforcedrillers.com/learn-mean/introduction-to-node-js/ Top URLs in Tweet in G1:
[26] https://twitter.com/i/events/1572747186223579138 [11] https://www.constellationr.com/blog-news/was-it-magic-or-was-it-dreamforce [8] https://twitter.com/Dreamforce/status/1623728651958198272/photo/1 [8] https://twitter.com/Dreamforce/status/1591128818794000386/photo/1 [5] https://twitter.com/salesforce/status/1570599910046683136/photo/1 [5] https://retailminded.com/dreamforce-2022-10-highlights-retailers-learn [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/salesforce/status/1587051874695479300/photo/1 [4] https://twitter.com/gnayyar/status/1598788687143309312/photo/1 [4] https://twitter.com/gnayyar/status/1585269371504656384/photo/1 Top URLs in Tweet in G2:
[20] https://twitter.com/Dreamforce/status/1623728651958198272/photo/1 [16] https://twitter.com/Dreamforce/status/1591128818794000386/photo/1 [12] https://twitter.com/Dreamforce/status/1593272965138944002/photo/1 [12] https://twitter.com/Dreamforce/status/1590388907362877444/photo/1 [11] https://twitter.com/Dreamforce/status/1589690914909425664/video/1 [10] https://twitter.com/Dreamforce/status/1587191390756184065/photo/1 [9] https://www.salesforce.com/blog/marketing-cloud-innovations-dreamforce-22/?utm_campaign=amer_mktlobaw&utm_content=marketingcloud_&utm_medium=organic_social&utm_source=twitter [8] https://twitter.com/Dreamforce/status/1593665531718127617/photo/1 [7] https://www.sfdcgirl.com/ [6] https://twitter.com/Dreamforce/status/1594012728980832256/photo/1 Top URLs in Tweet in G3:
[8] https://twitter.com/Dreamforce/status/1591128818794000386/photo/1 [7] https://twitter.com/Dreamforce/status/1589690914909425664/video/1 [4] https://www.crmscience.com/single-post/what-we-re-excited-about-most-from-dreamforce-22 [4] https://twitter.com/CloudGalacticos/status/1577611837788639233/photo/1 [4] https://twitter.com/Dreamforce/status/1623728651958198272/photo/1 [4] https://twitter.com/SalesforceWill/status/1577932108177219585/photo/1 [4] https://twitter.com/TheTiffSpencer/status/1588900706266001409/photo/1 [3] https://admin.salesforce.com/blog/2022/best-of-dreamforce-migrate-smarter-with-marti-pirkle-and-lisa-king-podcast [3] https://twitter.com/Joy_SH/status/1592209423451455490/photo/1 [3] https://admin.salesforce.com/blog/2022/recap-of-dreamforce-22-for-salesforce-admins Top URLs in Tweet in G4:
[19] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy [9] https://www.businessinsider.com/salesforce-dreamforce-genie-launch-snowflake-databricks-real-time-2022-9 [8] https://tableausalesforce.connpass.com/event/264025/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter [8] https://asagarwal.com/ [8] https://twitter.com/m_lavva/status/1594929227434192896/photo/1 [6] https://www.youtube.com/watch?v=-gsgkkRaZv0&feature=youtu.be [5] https://retailminded.com/dreamforce-2022-10-highlights-retailers-learn [5] https://www.protocol.com/newsletters/sourcecode/dreamforce-slack-salesforce-genie [5] https://www.saleswingsapp.com/sales-and-marketing-conferences/dreamforce-2022-parties-you-need-to-attend/?utm_source=twitter&utm_medium=social&utm_campaign=revold [4] https://terakoyaforce.connpass.com/event/265343/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter Top URLs in Tweet in G5:
[12] https://twitter.com/PablitoPuraVida/status/1585719215855906816/photo/1 [8] https://hicglobalsolutions.com/blog/top-5-takeaways-from-dreamforce-2022/ [7] https://hicglobalsolutions.com/blog/everything-about-salesforce-genie-slack-innovations-and-new-partnerships-announced-in-dreamforce-2022/ [5] https://www.instagram.com/p/CiymdZ1ri4a/ [4] https://twitter.com/Benioff/status/1572637030408159232/photo/1 [4] https://www.egtoken.io [4] https://twitter.com/Dreamforce/status/1591128818794000386/photo/1 [4] https://www.protocol.com/enterprise/salesforce-dreamforce-benioff-cdp-slack [3] https://twitter.com/myashin/status/1615491645910450176/photo/1 [2] https://twitter.com/Benioff/status/1573104779420737536/photo/1 Top URLs in Tweet in G6:
[4] https://twitter.com/Irish_Dissident/status/1534910791798902791/photo/1 [3] https://twitter.com/Irish_Dissident/status/1581987220461785088/photo/1 [2] https://twitter.com/mitchlafon/status/1599247051753025537/photo/1 [1] https://twitter.com/FuturumResearch/status/1576962864950165507 [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://futurumresearch.com/research-notes/slack-canvas-provides-key-elements-to-drive-productivity-and-growth-for-slack/?utm_source=rss&utm_medium=rss&utm_campaign=slack-canvas-provides-key-elements-to-drive-productivity-and-growth-for-slack [1] https://twitter.com/brandy_chi/status/1588293132122144768/video/1 [1] https://twitter.com/Irish_Dissident/status/1534910791798902791 [1] https://twitter.com/Irish_Dissident/status/1575528353645285376/video/1 [1] https://twitter.com/Irish_Dissident/status/1574809002260709377 Top URLs in Tweet in G7:
[12] https://twitter.com/Dreamforce/status/1593272965138944002/photo/1 [6] https://sfag.connpass.com/event/262746/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter [6] https://successjp.salesforce.com/trailblazersjp [4] https://www.tableau.com/blog/5-tableau-community-learnings-dreamforce [4] https://terakoyaforce.connpass.com/event/265343/?utm_campaign=event_publish_to_follower&utm_source=notifications&utm_medium=twitter [4] https://sfag.connpass.com/event/262746/?utm_campaign=event_publish_to_follower&utm_source=notifications&utm_medium=twitter [3] https://tableausalesforce.connpass.com/event/264025/ [3] https://terakoyaforce.connpass.com/event/265343/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter [3] https://tableausalesforce.connpass.com/event/264025/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter [3] https://twitter.com/fumino_ten/status/1585910862484623360/photo/1 Top URLs in Tweet in G8:
[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 [2] https://www2.corraogroup.com/l/52032/2022-10-05/lbrkfv/74779 [2] https://www2.corraogroup.com/l/52032/2022-11-01/lddt1w/75032 [2] https://www2.corraogroup.com/l/52032/2022-11-12/lf4vqz/75173 [1] https://twitter.com/SalesforceAmy/status/1606069957737029633/photo/1 [1] https://paper.li/fredcadena/1409144094?edition_id=53f9e6d0-5acf-11ed-95c4-fa163eed9ef2 [1] https://paper.li/fredcadena/1409144094?edition_id=d3543890-4a4e-11ed-95c4-fa163eed9ef2 [1] https://paper.li/fredcadena/1409144094?edition_id=a4730d60-5c61-11ed-95c4-fa163eed9ef2 Top URLs in Tweet in G9:
[158] https://www.sevaxapp.com/ [69] https://www.sevaxapp.com/team-2/ [21] https://play.google.com/store/apps/details?id=com.sevaexchange.sevax [21] https://www.similarplay.com/ [10] https://apps.apple.com/us/app/id1451705907 [10] https://appadvice.com/game/app/sevax/1451705907 [9] http://apps.apple.com/us/app/id1451705907 [5] https://twitter.com/FwdHumanity/status/1610776153559822337 [3] https://twitter.com/martinhoyes/status/1611453179673350144 [3] https://web.sevaxapp.com/ Top URLs in Tweet in G10:
[4] https://twitter.com/PreetiKant3/status/1602683187892670464/photo/1 [3] https://twitter.com/iKishorebt/status/1199607396932313090/photo/1 [3] https://trailblazercommunitygroups.com/bengaluru-in-developers-group/ [3] https://twitter.com/iKishorebt/status/1588875576752111616/photo/1 [2] https://twitter.com/PreetiKant3/status/1623575551637356545/photo/1 [2] https://twitter.com/SilentN66135541/status/1593832566397685760/photo/1 [2] https://twitter.com/Geeky_Adnan/status/1588892526907633666/photo/1 [1] https://twitter.com/iKishorebt/status/1601148879730511872/photo/1 [1] https://twitter.com/iKishorebt/status/1601419828069249024/photo/1 [1] https://twitter.com/SaurabhRastogik/status/1588895040222695424/photo/1 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[316] dreamforce,2022 [213] reply,#stop [213] #stop,opt [195] salesforce,dreamforce [166] front,row [165] row,seat [161] seat,dreamforce [160] secure,front [160] #df22,final [160] final,step Top Word Pairs in Tweet in G1:
[213] #stop,opt [213] reply,#stop [165] row,seat [165] front,row [161] seat,dreamforce [160] secure,front [160] ready,#df22 [160] #df22,final [160] final,step [160] step,secure Top Word Pairs in Tweet in G2:
[82] badge,trailhead [72] #salesforcetour,nyc [48] trailhead,dreamforce [48] best,dreamforce [48] dreamforce,salesforcedevs [46] salesforce,dreamforce [43] #trailblazercommunity,#motiharimeetup [39] #motiharimeetup,#trailhead [36] trailhead,salesforce [33] salesforcedevs,salesforceadmns Top Word Pairs in Tweet in G3:
[34] dreamforce,2022 [20] oleh_mykytyn,nazarmykytyn [20] salesforce,shirtforceorg [19] astrofromcrm,_jxckmcc [19] ukraine,dreamforce [19] shirtforceorg,ukraine [18] best,dreamforce [18] dreamforce,salesforce [18] dreamforce,oleh_mykytyn [17] nazarmykytyn,astrofromcrm Top Word Pairs in Tweet in G4:
[90] dreamforce,2022 [20] sessions,dreamforce [20] dreamforce,2017 [20] dreamforce,22 [19] people,buy [19] company,understand [19] two,sessions [19] 2017,help [19] understand,people [19] help,company Top Word Pairs in Tweet in G5:
[23] paul,family [23] home,thoughts [23] pelosi,home [23] paul,pelosi [23] shattered,hear [23] attack,paul [23] thoughts,paul [23] hear,attack [22] benioff,shattered [20] dreamforce,2022 Top Word Pairs in Tweet in G6:
[5] thedailyshow,lesdoggg [5] nbcsnl,trevornoah [5] trevornoah,colbertlateshow [5] apple,dreamforce [4] san,francisco [4] nypost,#themarket [4] #news,#wallstreet [4] jeffbezos,nbcsnl [4] dreamforce,2022 [4] lesdoggg,salesforce Top Word Pairs in Tweet in G7:
[46] global,gathering [33] 2022,global [27] dreamforce,2022 [12] gathering,architects [12] dreamforce,connection [10] dreamforce特集,dreamforceでのtableauを知ろう [9] #dreamforce,2022 [9] 気付いてなくてごめんなさい,こちらの公開グループで [9] こちらの公開グループで,#dreamforce [9] 2022,のレポートたくさん載ってるじゃん Top Word Pairs in Tweet in G8:
[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 G9:
[64] #salesforce,#dreamforce [61] #ces2023,#ces [61] #ces,#salesforce [58] #dreamforce,#shrm [32] #shrm,#hrtech [31] featured,#communities [30] #corpgov,#csr [30] #csr,#hr [27] #hrtech,#corpgov [27] app,featured Top Word Pairs in Tweet in G10:
[10] shiroishi_asp,shriramdubey8 [10] shriramdubey8,rbhalla31 [9] charlieisaacs,dreamforce [8] pablo,gonzalez [8] gauravkheterpal,charlieisaacs [8] rkarma214,shiroishi_asp [8] amazing,session [8] mr_pablesh,jatin_agarwal_ [8] rbhalla31,gauravkheterpal [6] jatin_agarwal_,rkarma214 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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