The graph represents a network of 947 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 Sunday, 29 November 2020 at 21:26 UTC.
The requested start date was Saturday, 28 November 2020 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, 20-hour, 53-minute period from Saturday, 14 November 2020 at 03:05 UTC to Friday, 27 November 2020 at 23:59 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 : 947
Unique Edges : 1610
Edges With Duplicates : 1776
Total Edges : 3386
Number of Edge Types : 5
Tweet : 245
Retweet : 439
MentionsInRetweet : 937
Replies to : 243
Mentions : 1522
Self-Loops : 248
Reciprocated Vertex Pair Ratio : 0.0541480377545951
Reciprocated Edge Ratio : 0.102733270499529
Connected Components : 119
Single-Vertex Connected Components : 80
Maximum Vertices in a Connected Component : 752
Maximum Edges in a Connected Component : 3123
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.373386
Graph Density : 0.00236866838865807
Modularity : 0.417694
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 947 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 Sunday, 29 November 2020 at 21:26 UTC.
The requested start date was Saturday, 28 November 2020 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, 20-hour, 53-minute period from Saturday, 14 November 2020 at 03:05 UTC to Friday, 27 November 2020 at 23:59 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:
[134] dreamforce,2020 [63] 2020,keynote [53] special,guests [47] announcing,leaders [47] leaders,att [47] att,bentleymotors [47] bentleymotors,govraimondo [47] govraimondo,more [47] more,coming [47] coming,screen Top Word Pairs in Tweet in G1:
[41] announcing,leaders [41] leaders,att [41] att,bentleymotors [41] bentleymotors,govraimondo [41] govraimondo,more [41] more,coming [41] coming,screen [41] screen,near [41] near,join [40] salesforce,announcing Top Word Pairs in Tweet in G2:
[18] dreamforce,2020 [18] salesforceorg,dreamforce [16] ericdresh,dreamforce [13] dreamforce,zacharyjeans [13] annefromthehub,joannaiturbe [13] joannaiturbe,gandhilover [13] gandhilover,akash_sfdc [13] akash_sfdc,darveverka [13] darveverka,melissahilldees [13] melissahilldees,russforce Top Word Pairs in Tweet in G3:
[13] dreamforce,coming [11] dreamforce,year [11] year,dreamforce [9] world,changed [9] changed,dreamforce [9] ericdresh,blondieofficial [9] blondieofficial,greenday [9] greenday,dreamforce [8] coming,ll [8] ll,bring Top Word Pairs in Tweet in G4:
[54] dreamforce,2020 [40] special,guests [39] 2020,keynote [33] join,live [33] live,dreamforce [33] keynote,special [33] guests,save [33] save,date [32] benioff,join [17] archladies,dreamforce Top Word Pairs in Tweet in G5:
[9] salesforceadmns,nanahg3 [9] nanahg3,juliadoctoroff [9] sfdc_nerd,salesforcestu [9] salesforcestu,force2b_mike [9] force2b_mike,markross__c [8] markross__c,danieljpeter [8] danieljpeter,sftrailblazer [7] katebperez,sfdc_nerd [6] salesforceadmns,dreamforce [6] merivisvets,salesforcemil Top Word Pairs in Tweet in G6:
[16] two,sessions [16] sessions,dreamforce [16] dreamforce,2017 [16] 2017,help [16] help,company [16] company,understand [16] understand,people [16] people,buy [10] dreamforce,2020 [10] buy,#marketing Top Word Pairs in Tweet in G7:
[23] dreamforce,2020 [14] #df2u,#dreamtx [13] #dreamforce,2020 [12] 2020,keynote [10] #dreamtx,#df20 [8] link,quickbooks [8] quickbooks,quotes [8] quotes,orders [8] orders,accounts [8] accounts,invoice Top Word Pairs in Tweet in G8:
[2] dreamforce,sklardie [2] sklardie,joy_sh [2] joy_sh,minimike__c [2] minimike__c,salesforce_labs [2] salesforce_labs,appexchange [2] laronmarkets__c,guilda_h [2] guilda_h,amcgriff87 [2] amcgriff87,corey_snow [2] corey_snow,rabedela [2] rabedela,mikemartin__c Top Word Pairs in Tweet in G10:
[2] tune,#bwelltogether Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: