The graph represents a network of 280 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, 14 May 2022 at 20:07 UTC.
The requested start date was Saturday, 14 May 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, 15-minute period from Saturday, 30 April 2022 at 00:05 UTC to Friday, 13 May 2022 at 22:20 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 : 280
Unique Edges : 479
Edges With Duplicates : 638
Total Edges : 1117
Number of Edge Types : 5
Tweet : 55
Retweet : 60
MentionsInRetweet : 113
Mentions : 796
Replies to : 93
Self-Loops : 59
Reciprocated Vertex Pair Ratio : 0.0514018691588785
Reciprocated Edge Ratio : 0.0977777777777778
Connected Components : 34
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 227
Maximum Edges in a Connected Component : 1030
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.227818
Graph Density : 0.00864055299539171
Modularity : 0.385106
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 280 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, 14 May 2022 at 20:07 UTC.
The requested start date was Saturday, 14 May 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, 15-minute period from Saturday, 30 April 2022 at 00:05 UTC to Friday, 13 May 2022 at 22:20 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:
[27] trailhead,salesforce [22] salesforceadmns,salesforcedevs [18] salesforcedevs,salesforceadmns [17] salesforceorg,dreamforce [16] dreamforce,sfdckokua [15] blancavleon,traveling_dev [15] joshbirk,salesforceadmns [15] salesforcedevs,dreamforce [14] traveling_dev,marisahambleton [14] marisahambleton,dreamforce Top Word Pairs in Tweet in G1:
[5] salesforce,salesforceorg [5] salesforceorg,dreamforce [5] dreamforce,salesforcedevs [4] spacex,elonmusk [4] oracle,salesforce [4] benioff,ucsfbenioffoak [3] salesforcedevs,benioff [3] elonmusk,tesla [2] ucsfbenioffoak,cdcgov [2] cdcgov,wilson4da Top Word Pairs in Tweet in G2:
[15] trailhead,salesforce [13] salesforcedevs,salesforceadmns [12] salesforceadmns,salesforcearchs [12] salesforcearchs,slackapi [12] slackapi,mulesoft [12] mulesoft,tableau [12] tableau,appexchange [12] appexchange,dreamforce [12] dreamforce,trailhead [7] calling,east Top Word Pairs in Tweet in G3:
[4] salesforce,awscloud [4] awscloud,taken [4] taken,expanded [4] expanded,partnership [4] partnership,next [4] next,level [4] level,#tdx22 [4] #tdx22,sat [4] sat,down [4] down,bob Top Word Pairs in Tweet in G4:
[15] joshbirk,salesforceadmns [15] salesforceadmns,salesforcedevs [15] salesforcedevs,dreamforce [14] survivormoda,pchittum [14] pchittum,joshbirk [13] palluags,melissahilldees [13] melissahilldees,evandecker [12] salesforceglee,survivormoda [11] lissa0977__x,palluags [9] evandecker,salesforceglee Top Word Pairs in Tweet in G5:
[10] trailhead,salesforce [10] blancavleon,traveling_dev [10] dreamforce,sfdckokua [9] salesforce,andyschmiechen [9] andyschmiechen,blancavleon [9] traveling_dev,marisahambleton [9] marisahambleton,dreamforce [9] sfdckokua,jenwlee [9] jenwlee,kellybentubo [8] laurendunne__c,trailhead Top Word Pairs in Tweet in G6:
[3] 2014,fondly [3] fondly,recall [3] recall,going [3] going,empty [3] empty,parking [3] parking,lot [3] lot,benioff [3] benioff,handful [3] handful,salesforce [3] salesforce,ohana Top Word Pairs in Tweet in G7:
[10] two,sessions [10] sessions,dreamforce [10] dreamforce,2017 [10] 2017,help [10] help,company [10] company,understand [10] understand,people [10] people,buy [5] buy,#contentmarketing [5] buy,#marketing Top Word Pairs in Tweet in G8:
[12] salesforceorg,dreamforce [11] timchristo,salesforce [11] salesforce,flynnovate [11] flynnovate,gomeram [11] gomeram,salesforceorg [11] dreamforce,salesforceben [10] salesforceben,simoncocking [10] simoncocking,dailyesgnews [3] private,sector [2] dailyesgnews,tim Top Word Pairs in Tweet in G9:
[2] madfestlondon,forbes Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: