The graph represents a network of 3,206 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 21:14 UTC.
The tweets in the network were tweeted over the 2111-day, 21-hour, 10-minute period from Monday, 03 April 2017 at 01:58 UTC to Friday, 13 January 2023 at 23:09 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 : 3206
Unique Edges : 4322
Edges With Duplicates : 11106
Total Edges : 15428
Number of Edge Types : 9
Tweet : 1387
Mentions : 3415
Retweet : 1730
MentionsInRetweet : 3026
MentionsInReplyTo : 4449
Replies to : 1033
Quote : 159
MentionsInQuote : 205
MentionsInQuoteReply : 24
Self-Loops : 2054
Reciprocated Vertex Pair Ratio : 0.0765036086607859
Reciprocated Edge Ratio : 0.142133492252682
Connected Components : 535
Single-Vertex Connected Components : 360
Maximum Vertices in a Connected Component : 2375
Maximum Edges in a Connected Component : 14034
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.329809
Graph Density : 0.000653221387745092
Modularity : 0.302104
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,206 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 21:14 UTC.
The tweets in the network were tweeted over the 2111-day, 21-hour, 10-minute period from Monday, 03 April 2017 at 01:58 UTC to Friday, 13 January 2023 at 23:09 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/ [67] https://www.sevaxapp.com/team-2/ [36] https://twitter.com/Dreamforce/status/1591128818794000386/photo/1 [31] https://twitter.com/i/events/1572747186223579138 [28] https://twitter.com/Dreamforce/status/1593272965138944002/photo/1 [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/ [21] https://twitter.com/Dreamforce/status/1590388907362877444/photo/1 Top URLs in Tweet in G1:
[31] https://twitter.com/i/events/1572747186223579138 [16] https://twitter.com/PablitoPuraVida/status/1585719215855906816/photo/1 [8] https://twitter.com/Dreamforce/status/1591128818794000386/photo/1 [6] https://twitter.com/salesforce/status/1570599910046683136/photo/1 [5] 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/Dreamforce/status/1593272965138944002/photo/1 [4] https://twitter.com/JujharSinghsf/status/1574453883732213761/photo/1 [4] https://elongate.cc/salesforce/ [4] https://retailminded.com/dreamforce-2022-10-highlights-retailers-learn Top URLs in Tweet in G2:
[20] https://twitter.com/Dreamforce/status/1591128818794000386/photo/1 [9] https://twitter.com/Dreamforce/status/1589690914909425664/video/1 [9] https://twitter.com/Dreamforce/status/1590388907362877444/photo/1 [5] https://twitter.com/Dreamforce/status/1594012728980832256 [5] https://twitter.com/adam17amo/status/1597988198419816450/photo/1 [4] https://bobbuzz.substack.com/p/dreamforce-2022?sd=pf [4] https://twitter.com/Dreamforce/status/1589690914909425664 [4] https://admin.salesforce.com/blog/2022/recap-of-dreamforce-22-for-salesforce-admins [4] https://twitter.com/Dreamforce/status/1594012728980832256/photo/1 [4] https://twitter.com/ImYasinMallick/status/1562142098886758401/photo/1 Top URLs in Tweet in G3:
[12] https://twitter.com/Dreamforce/status/1593272965138944002/photo/1 [9] https://twitter.com/Dreamforce/status/1589690914909425664/video/1 [8] https://twitter.com/Dreamforce/status/1574537482917629953/photo/1 [8] https://twitter.com/Dreamforce/status/1591128818794000386/photo/1 [7] https://twitter.com/Dreamforce/status/1572251315765669889 [6] https://twitter.com/Dreamforce/status/1587191390756184065/photo/1 [6] https://twitter.com/Dreamforce/status/1590388907362877444/photo/1 [5] https://twitter.com/divs_dc/status/1573328473518899202/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/Dreamforce/status/1594012728980832256/photo/1 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 [11] https://asagarwal.com/ [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://twitter.com/m_lavva/status/1594929227434192896/photo/1 [6] https://www.salesforce.com/blog/dream-quest-2022 [5] 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 [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://www.constellationr.com/blog-news/was-it-magic-or-was-it-dreamforce [12] https://twitter.com/Dreamforce/status/1593272965138944002/photo/1 [7] https://www.instagram.com/p/CiymdZ1ri4a/ [6] https://tableausalesforce.connpass.com/event/264025/ [6] https://www.trailblazers.jp/news/N-000018 [5] https://sfag.connpass.com/event/262746/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter [4] https://twitter.com/Benioff/status/1572637030408159232/photo/1 [4] https://twitter.com/gnayyar/status/1598788687143309312/photo/1 [4] https://twitter.com/gnayyar/status/1585269371504656384/photo/1 [4] https://www.tableau.com/blog/5-tableau-community-learnings-dreamforce Top URLs in Tweet in G6:
[24] https://salesforcedrillers.com/learn-andriod/android-app-development/ [21] https://salesforcedrillers.com/learn-mean/introduction-to-node-js/ [20] https://salesforcedrillers.com/learn-python/programming-overview/ [20] https://salesforcedrillers.com/learn-aws/overview-of-cloud/ [18] https://salesforcedrillers.com/learn-flutter/introduction-on-flutter/ [12] https://salesforcedrillers.com/learn-devops/what-is-devops/ [12] https://salesforcedrillers.com/learn-data-science/introduction-to-data-science/ [10] https://hicglobalsolutions.com/blog/top-5-takeaways-from-dreamforce-2022/ [10] https://salesforcedrillers.com/learn-salesforce/overview-of-cloud/ [8] https://twitter.com/sallyeaves/status/1578680021425659905/photo/1 Top URLs in Tweet in G7:
[7] https://www.sfdcgirl.com/ [4] https://twitter.com/forceguru/status/1581152321157083141/photo/1 [4] https://twitter.com/UpdeshKum123/status/1606648615669465089/photo/1 [4] https://twitter.com/UpdeshKum123/status/1588840439914041345/photo/1 [4] https://twitter.com/Adiofficial07/status/1581976153463496705/photo/1 [4] https://twitter.com/gauravkheterpal/status/1585275611597090816/photo/1 [4] https://twitter.com/gauravkheterpal/status/1586228628437684224/photo/1 [4] https://twitter.com/PreetiKant3/status/1602683187892670464/photo/1 [4] https://twitter.com/Mrityunjaymjay/status/1581236157534195713/photo/1 [3] https://www.youtube.com/watch?v=CuNJ-fHrvfs Top URLs in Tweet in G8:
[4] https://twitter.com/Irish_Dissident/status/1534910791798902791/photo/1 [3] https://twitter.com/Irish_Dissident/status/1581987220461785088/photo/1 [1] https://twitter.com/elonmusk/status/1601052786602348544/photo/1 [1] https://twitter.com/i/web/status/1583544594616025088 [1] https://twitter.com/QQ61831849/status/1583544594616025088/photo/1 [1] https://twitter.com/Irish_Dissident/status/1575528353645285376/video/1 [1] https://twitter.com/Irish_Dissident/status/1574809002260709377 [1] https://twitter.com/Irish_Dissident/status/1581988051114692609/photo/1 [1] https://twitter.com/Irish_Dissident/status/1534910791798902791 [1] https://news.yahoo.com/salesforce-losing-key-execs-behind-172135199.html Top URLs in Tweet in G9:
[73] https://utmgrabber.com/ [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 [3] https://www.salesforce.com/blog/what-is-salesforce-genie/ [3] https://twitter.com/MarketingCloud/status/1578481367880728576/video/1 [3] https://twitter.com/MarketingCloud/status/1588637421255680002/video/1 [3] https://twitter.com/MarketingCloud/status/1583177989184888833/video/1 [3] https://twitter.com/EkatObolenskaya/status/1578053754171039745/photo/1 [3] https://cloudely.com/dreamforce-2022-product-launches/ [2] https://www.youtube.com/playlist?list=PLoc93MnQcNN9ZtRERWsxcKpSaU5bxV5H0 [2] https://tv.dreamforcebtl.com/top-15-dreamforce-connection/ Top URLs in Tweet in G10:
[3] https://twitter.com/Dreamforce/status/1590388907362877444/photo/1 [2] https://vedegoforce.com/2022/10/11/4-key-innovations-featured-in-dreamforce-2022/ [2] https://www.asagarwal.com/df22-dreamforce-2022-key-announcements-from-developer-keynote/?utm_source=twitter&utm_medium=tweet&utm_campaign=df22-keynote-announcements [2] https://www.asagarwal.com/df22-dreamforce-2022-key-announcements-from-trailblazer-keynote/?utm_source=twitter&utm_medium=tweet&utm_campaign=df22-keynote-announcements [2] https://trailblazercommunitygroups.com/events/details/salesforce-salesforce-developer-group-munich-germany-presents-genie-winter-magic/ [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://admin.salesforce.com/blog/2022/recap-of-dreamforce-22-for-salesforce-admins [1] https://www.linkedin.com/newsletters/salesforce-blog-vedego-force-6987539660247830528/ [1] https://twitter.com/vedegoforce/status/1579880150212415488/photo/1 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[339] dreamforce,2022 [250] reply,#stop [250] #stop,opt [195] front,row [194] row,seat [194] salesforce,dreamforce [189] seat,dreamforce [188] secure,front [188] #df22,final [188] final,step Top Word Pairs in Tweet in G1:
[250] #stop,opt [250] reply,#stop [193] front,row [193] row,seat [188] seat,dreamforce [188] ready,#df22 [188] step,secure [188] #df22,final [188] thanks,ready [188] final,step Top Word Pairs in Tweet in G2:
[44] salesforce,dreamforce [37] best,dreamforce [27] bringing,january [27] taking,best [27] dreamforce,bringing [27] academy,taking [27] 19,hands [27] trailhead,academy [27] january,19 [26] trailhead,trailhead Top Word Pairs in Tweet in G3:
[54] #salesforcetour,nyc [29] salesforce,dreamforce [29] dreamforce,2022 [21] #df22,#salesforce [16] k_ann_hamilton,dreamforce [16] dreamforce,salesforce [13] #df22,dreamforce [13] dreamforce,'22 [12] san,francisco [12] dreamforce,#df22 Top Word Pairs in Tweet in G4:
[100] dreamforce,2022 [26] dreamforce,22 [22] salesforce,genie [20] sessions,dreamforce [20] dreamforce,2017 [19] people,buy [19] principais,insights [19] dreamforce,brasil [19] company,understand [19] two,sessions Top Word Pairs in Tweet in G5:
[46] global,gathering [36] dreamforce,2022 [32] 2022,global [24] paul,pelosi [24] home,thoughts [24] attack,paul [24] paul,family [24] pelosi,home [24] shattered,hear [24] hear,attack Top Word Pairs in Tweet in G6:
[74] join,useful [72] useful,site [67] dreamforce,partnerforce [64] salesforce,job [63] job,career [61] career,info [61] #df22,#dreamforce [57] site,salesforce [55] appexchange,marketingcloud [54] salesforceorg,salesforce Top Word Pairs in Tweet in G7:
[44] badge,trailhead [43] #trailblazercommunity,#motiharimeetup [39] #motiharimeetup,#trailhead [32] trailhead,dreamforce [30] dreamforce,salesforcedevs [25] #trailhead,#sfdg22 [24] #sfdg22,dreamforce [23] madhusudan_2002,kanuls2 [23] kanuls2,imvedp [22] abhinandanraj2,gauravk7121 Top Word Pairs in Tweet in G8:
[8] benioff,salesforce [4] #jimcramer,#cnbc [4] nypost,#themarket [4] #wallstreet,#siliconvalley [4] #news,#wallstreet [4] #themarket,#news [3] salesforce,dreamforce [3] jimcramer,cnbc [3] impressed,salesforce [3] net,arr Top Word Pairs in Tweet in G9:
[71] #utmgrabber,#utmtracking [45] #salesforce,#dreamforce [40] #marketing,#marketingagency [40] #marketingtools,#salesforce [40] #marketingagency,#marketingtools [39] #utmtracking,#marketing [37] #dreamforce,#elementorpro [35] #elementorpro,#woocommerce [28] #woocommerce,#marketingcanada [23] #woocommerce,#woocommercewordpress Top Word Pairs in Tweet in G10:
[14] dreamforce,2022 [8] save,date [7] lisa,king [6] shown,dreamforce [6] best,dreamforce [6] check,'contact [6] appexchange,solution [6] solution,check [6] pre,registration [6] flow,shown Top Replied-To in Entire Graph:
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