The graph represents a network of 1,014 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, 30 July 2022 at 20:09 UTC.
The requested start date was Saturday, 30 July 2022 at 00:01 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, 22-hour, 45-minute period from Saturday, 16 July 2022 at 00:33 UTC to Friday, 29 July 2022 at 23:18 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 : 1014
Unique Edges : 1196
Edges With Duplicates : 2241
Total Edges : 3437
Number of Edge Types : 5
Mentions : 1191
Retweet : 633
MentionsInRetweet : 908
Tweet : 472
Replies to : 233
Self-Loops : 498
Reciprocated Vertex Pair Ratio : 0.0727387729285262
Reciprocated Edge Ratio : 0.13561320754717
Connected Components : 253
Single-Vertex Connected Components : 217
Maximum Vertices in a Connected Component : 701
Maximum Edges in a Connected Component : 3018
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.215408
Graph Density : 0.00165111927584401
Modularity : 0.342667
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,014 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, 30 July 2022 at 20:09 UTC.
The requested start date was Saturday, 30 July 2022 at 00:01 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, 22-hour, 45-minute period from Saturday, 16 July 2022 at 00:33 UTC to Friday, 29 July 2022 at 23:18 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 Domains
Top Word Pairs in Tweet in Entire Graph:
[329] san,francisco [240] days,wow [231] salesforce,september [229] francisco,salesforce [225] wow,san [216] ready,days [152] 20,22 [141] september,20 [135] family,reunion [134] dreamforce,2022 Top Word Pairs in Tweet in G1:
[109] san,francisco [103] 20,22 [97] september,20 [94] register,#df22 [93] francisco,salesforce [93] days,wow [93] family,reunion [92] ready,days [92] give,back [91] calling,trailblazers Top Word Pairs in Tweet in G2:
[121] san,francisco [101] days,wow [97] wow,san [92] francisco,salesforce [90] ready,days [90] salesforce,september [87] salesforce,#df22 [87] #df22,countdown [87] countdown,begins [87] begins,ready Top Word Pairs in Tweet in G3:
[34] san,francisco [17] 20,22 [17] dreamforce,2022 [16] september,20 [16] days,wow [13] francisco,salesforce [11] dreamforce,#df22 [11] salesforce,dreamforce [11] pepuptech,dreamforce [10] wow,san Top Word Pairs in Tweet in G4:
[30] dreamforce,2022 [22] dreamforce,registration [22] registration,open [19] open,biggest [19] biggest,technology [19] technology,conference [19] conference,world [17] san,francisco [16] world,inspiration [16] inspiration,trailblazers Top Word Pairs in Tweet in G5:
[71] #cx,#df22 [51] #startup,#startups [51] #startups,#ai [45] #salesforce,#cx [45] #df22,#dreamforce [41] #dreamforce,#startup [41] #ai,#socialmedia [41] #socialmedia,#futureofwork [41] #futureofwork,#hrtech [37] fwdhumanity,#salesforce Top Word Pairs in Tweet in G6:
[22] jenwlee,zazamataz [21] dreamforce,saasy_sistah [21] saasy_sistah,rockchick322004 [21] rockchick322004,justguilda [20] justguilda,notisblank [19] girlygeeksocial,jenwlee [16] salesforceamy,dreamforce [13] adam17amo,girlygeeksocial [13] zazamataz,cyril_louis [13] cyril_louis,usbryan28 Top Word Pairs in Tweet in G7:
[9] dreamforce,2022 [7] epic,20th [6] stay,loop [6] loop,things [6] things,dreamforce [6] dreamforce,specific [6] specific,nonprofits [6] nonprofits,join [6] join,nonprofits [6] nonprofits,dreamforce Top Word Pairs in Tweet in G8:
[20] registration,live [18] dreamforce,2022 [16] 2022,registration [11] drill,dreamforce [11] live,hope [11] hope,see [11] see,many [10] itsmejanet_e,drill [10] many,htt [4] dreamforce,registration Top Word Pairs in Tweet in G9:
[12] san,francisco [8] dreamforce,bootcamp [8] bootcamp,san [7] introducing,dreamforce [6] epic,family [6] family,reunion [6] francisco,learn [6] learn,experts [6] experts,earn [6] earn,credentials Top Word Pairs in Tweet in G10:
[16] bono,speaking [16] speaking,upcoming [16] upcoming,dreamforce [16] dreamforce,conference [16] conference,hosted [16] hosted,salesforce [16] salesforce,september [16] september,more [16] more,info [15] u2songs,bono Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: