The graph represents a network of 360 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, 17 December 2022 at 21:08 UTC.
The requested start date was Saturday, 17 December 2022 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, 16-hour, 7-minute period from Saturday, 03 December 2022 at 01:42 UTC to Friday, 16 December 2022 at 17:50 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 : 360
Unique Edges : 508
Edges With Duplicates : 1088
Total Edges : 1596
Number of Edge Types : 5
Replies to : 73
Mentions : 1041
MentionsInRetweet : 257
Retweet : 164
Tweet : 61
Self-Loops : 106
Reciprocated Vertex Pair Ratio : 0.0710823909531502
Reciprocated Edge Ratio : 0.132730015082956
Connected Components : 43
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 260
Maximum Edges in a Connected Component : 1480
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.298272
Graph Density : 0.00512999071494893
Modularity : 0.293881
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 360 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, 17 December 2022 at 21:08 UTC.
The requested start date was Saturday, 17 December 2022 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, 16-hour, 7-minute period from Saturday, 03 December 2022 at 01:42 UTC to Friday, 16 December 2022 at 17:50 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 Domains
Top Word Pairs in Tweet in Entire Graph:
[47] #salesforcetour,nyc [40] salesforceorg,salesforce [39] dreamforce,partnerforce [38] join,useful [36] useful,site [34] job,career [32] career,info [32] salesforce,job [29] learn,salesforce [28] salesforce,salesforceorg Top Word Pairs in Tweet in G1:
[29] #salesforcetour,nyc [5] 20x,faster [5] faster,salesforce [5] brands,mobile [5] mobile,volkswagen [5] theater,session [5] salesforce,releases [5] releases,95 [5] 95,less [5] volkswagen,achieve Top Word Pairs in Tweet in G2:
[14] #salesforcetour,nyc [5] customer,data [4] salesforce,anytime [4] salesforce,one [4] special,eldest [4] bringing,magic [4] photos,featured [4] featured,salesforce [4] magic,dreamforce [4] many,photos Top Word Pairs in Tweet in G3:
[4] benioff,salesforce [3] impressed,salesforce [2] itâ,huge [2] huge,day [2] house,architecture [2] ve,impressed [2] day,nyc [2] center,very [2] salesforce,data [2] bob_wachter,benioff Top Word Pairs in Tweet in G4:
[10] annual,party [10] #trailblazercommunity,#motiharimeetup [9] 2023,#trailblazercommunity [9] learning,goal [9] party,2022 [9] goal,2023 [9] 2022,learning [8] kanuls2,imvedp [8] abhinandanraj2,gauravk7121 [8] madhusudan_2002,kanuls2 Top Word Pairs in Tweet in G5:
[40] salesforceorg,salesforce [39] dreamforce,partnerforce [38] join,useful [36] useful,site [34] job,career [32] salesforce,job [32] career,info [29] learn,salesforce [25] salesforce,salesforceorg [25] site,salesforce Top Word Pairs in Tweet in G6:
[6] shiroishi_asp,shriramdubey8 [6] preetikant3,mr_pablesh [6] shriramdubey8,rbhalla31 [5] dreamforce,congratulations [5] charlieisaacs,dreamforce [5] rkarma214,shiroishi_asp [5] mr_pablesh,jatin_agarwal_ [4] gauravkheterpal,charlieisaacs [4] jatin_agarwal_,rkarma214 [4] rbhalla31,gauravkheterpal Top Word Pairs in Tweet in G7:
[6] ø,ø [6] dreamforce,2022 [4] ù,ø [3] ø,ûœ [3] ãƒ,ム[2] format,using [2] within,salesforce [2] data,life [2] learn,saves [2] time,hacks Top Word Pairs in Tweet in G8:
[7] salesforceeq,benioff [5] continuous,#equalityforall [5] leadership,salesforce [5] #equalityforall,leadership [5] thank,continuous [5] salesforce,salesforceeq [4] benioff,amy_e_weaver [4] trailhead,dreamforce [3] amy_e_weaver,suzannedibianca [3] salesforce,partnerforce Top Word Pairs in Tweet in G9:
[3] salesforce,mikegerholdt [3] julietteforce,ccoenraets [3] salesforceadmns,dreamforce [3] ccoenraets,gilliankbruce [3] mikegerholdt,salesforceadmns [3] dreamforce,littleiglooo [3] littleiglooo,julietteforce [2] evandecker,mattymaggiacomo [2] _andrewrusso,salesforce [2] golden,gate Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: