The graph represents a network of 388 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, 25 December 2021 at 20:55 UTC.
The requested start date was Saturday, 25 December 2021 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, 15-hour, 13-minute period from Saturday, 11 December 2021 at 01:45 UTC to Friday, 24 December 2021 at 16:59 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 : 388
Unique Edges : 520
Edges With Duplicates : 545
Total Edges : 1065
Number of Edge Types : 5
Retweet : 139
MentionsInRetweet : 219
Mentions : 551
Tweet : 70
Replies to : 86
Self-Loops : 83
Reciprocated Vertex Pair Ratio : 0.0496794871794872
Reciprocated Edge Ratio : 0.0946564885496183
Connected Components : 53
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 284
Maximum Edges in a Connected Component : 934
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.939385
Graph Density : 0.0043621300514132
Modularity : 0.409439
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 388 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, 25 December 2021 at 20:55 UTC.
The requested start date was Saturday, 25 December 2021 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, 15-hour, 13-minute period from Saturday, 11 December 2021 at 01:45 UTC to Friday, 24 December 2021 at 16:59 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:
[52] dreamforce,nyc [47] salesforce,dreamforce [27] #premiumdomain,#forsale [27] #forsale,dotcdomains [27] dotcdomains,blockchain [27] blockchain,sld [27] sld,marketing [27] marketing,platform [27] platform,#dotcdomains [27] #dotcdomains,#domains Top Word Pairs in Tweet in G1:
[18] dreamforce,nyc [12] dreamforce,salesforce [11] digital,hq [11] salesforce,shows [10] nyc,salesforce [10] shows,organization [10] organization,well [10] well,good [10] good,build [10] build,digital Top Word Pairs in Tweet in G2:
[6] dreamforce,nyc [6] customers,together [6] together,safely [6] #csr,#corpgov [6] #corpgov,#aml [6] #aml,#crypto [6] #crypto,#finserv [6] #finserv,#wef [6] #wef,#datagovernance [6] #datagovernance,#futureofwork Top Word Pairs in Tweet in G3:
[11] salesforce,dreamforce [9] charlieisaacs,salesforce [9] dreamforce,trailhead [3] trailhead,kavindrapatel [2] trailhead,salesforce [2] merry,christmas [2] gather,around [2] around,#trailblazercommunity [2] #trailblazercommunity,#dfnyc [2] #dfnyc,tomorrow Top Word Pairs in Tweet in G4:
[15] salesforce,dreamforce [11] brendaglasser,salesforce [10] sisontuli,brendaglasser [7] melissahilldees,sisontuli [5] formstack,mogli_tech [5] mogli_tech,croweusa [5] croweusa,dreamforce [5] charlieisaacs,melissahilldees [4] dreamforce,#dfny [4] tech4goodgal,mirazlightatwrk Top Word Pairs in Tweet in G5:
[10] sessions,dreamforce [9] two,sessions [9] dreamforce,2017 [9] 2017,help [9] help,company [9] company,understand [9] understand,people [9] people,buy [8] buy,#contentmarketing [3] dreamforce,nyc Top Word Pairs in Tweet in G6:
[19] blue,sky [19] sky,lightning [10] lightning,foundation [6] foundation,supports [6] supports,summer [6] summer,camps [6] camps,kids [6] kids,burn [6] burn,survivors [6] survivors,burn Top Word Pairs in Tweet in G7:
[7] dreamforce,salesforcedevs [6] lecture,video [4] video,#salesforceflex [4] #salesforceflex,#salesforce [4] #salesforce,#vlocitycourse [4] #vlocitycourse,#orderorchestration [4] salesforceorg,marketingcloud [4] marketingcloud,dreamforce [4] salesforcedevs,salesforcesmb [4] salesforcesmb,salesforcejobs Top Word Pairs in Tweet in G8:
[5] #awesomeadmin,#sweepstakes [4] cmo,asking [4] asking,together [4] together,safely [4] safely,salesforce [4] salesforce,events [4] events,well [4] well,here's [3] swbjoyce,cmo [3] here's,technolog Top Word Pairs in Tweet in G9:
[3] net,zero [2] thanks,salesforce [2] salesforce,soledadobrien [2] soledadobrien,helping [2] helping,share [2] share,crowleymaritime [2] crowleymaritime,net [2] zero,emissions [2] emissions,commitment [2] commitment,partnership Top Word Pairs in Tweet in G10:
[2] tabbep,recent [2] recent,bep [2] bep,show [2] show,iheartradio [2] iheartradio,jingle [2] jingle,ball [2] ball,tour [2] tour,poptopia [2] poptopia,dreamforce [2] dreamforce,nyc Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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:
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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: