The graph represents a network of 427 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, 27 November 2021 at 20:54 UTC.
The requested start date was Saturday, 27 November 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, 16-hour, 17-minute period from Saturday, 13 November 2021 at 01:46 UTC to Friday, 26 November 2021 at 18:03 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 : 427
Unique Edges : 567
Edges With Duplicates : 799
Total Edges : 1366
Number of Edge Types : 5
Tweet : 127
Replies to : 111
Retweet : 263
MentionsInRetweet : 419
Mentions : 446
Self-Loops : 133
Reciprocated Vertex Pair Ratio : 0.0561299852289513
Reciprocated Edge Ratio : 0.106293706293706
Connected Components : 67
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 328
Maximum Edges in a Connected Component : 1251
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.001067
Graph Density : 0.00393068795285373
Modularity : 0.370039
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 427 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, 27 November 2021 at 20:54 UTC.
The requested start date was Saturday, 27 November 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, 16-hour, 17-minute period from Saturday, 13 November 2021 at 01:46 UTC to Friday, 26 November 2021 at 18:03 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:
[95] #salesforce,#dreamforce [80] #startups,#ai [80] #ai,#socialmedia [80] #futureofwork,#hrtech [79] #startup,#startups [78] #dreamforce,#startup [75] #socialmedia,#futureofwork [75] #hrtech,#cx [73] #cx,#df21 [73] #df21,#nonprofits Top Word Pairs in Tweet in G1:
[14] big,apple [13] bringing,dreamforce [13] customer,success [12] stories,customer [12] success,speakers [12] speakers,uniquely [12] uniquely,york [12] york,experience [11] dreamforce,inspiration [11] inspiration,big Top Word Pairs in Tweet in G2:
[14] register,#df2u [14] 7am,pt [14] pt,10am [14] salesforce,dreamforce [13] save,date [13] 'tis,season [13] season,register [13] #df2u,wrapping [13] wrapping,dreamforce [13] dreamforce,'21 Top Word Pairs in Tweet in G3:
[13] save,date [12] big,apple [12] apple,huge [12] huge,dreams [12] bringing,dreamforce [12] dreamforce,york [12] york,city [12] city,save [12] date,#df2u [12] #df2u,featuring Top Word Pairs in Tweet in G4:
[91] #salesforce,#dreamforce [80] #startups,#ai [80] #ai,#socialmedia [80] #futureofwork,#hrtech [79] #startup,#startups [78] #dreamforce,#startup [75] #socialmedia,#futureofwork [75] #hrtech,#cx [73] #cx,#df21 [73] #df21,#nonprofits Top Word Pairs in Tweet in G5:
[10] dreamforce,#df19 [9] years,ago [7] corey_snow,dreamforce [6] ago,memories [6] memories,dreamforce [5] day,2019 [5] jenwlee,dreamforce [4] dreamforce,gssahni [3] andrea_beth11,dreamforce [3] world,famous Top Word Pairs in Tweet in G6:
[3] formstack,sparkorangellc [3] sparkorangellc,croweusa [3] croweusa,very_demanda [3] very_demanda,shakilkamran14 [2] work,collides [2] collides,friends [2] friends,formstack [2] shakilkamran14,moneyballmktr [2] vargasderek,kriscasariego [2] kriscasariego,dreamforce Top Word Pairs in Tweet in G7:
[8] looking,deeper [8] deeper,dive [8] dive,#dreamforce [8] #dreamforce,admin [8] admin,show [8] show,presentation [8] presentation,#slack [8] #slack,#salesforce [8] #salesforce,check [8] check,extended Top Word Pairs in Tweet in G8:
[5] dreamforce,salesforcedevs [2] salesforce,salesforce_labs [2] salesforce_labs,salesforceadmns [2] salesforceadmns,trailhead [2] trailhead,dreamforce [2] salesforcedevs,marketingcloud [2] salesforcejobs,salesforcevc Top Word Pairs in Tweet in G9:
[5] years,ago [5] ago,today [4] two,years [4] today,celebrating [4] celebrating,end [4] end,dreamforce [4] dreamforce,2019 [4] 2019,amazing [4] amazing,perezes [4] perezes,hectorperezjr Top Word Pairs in Tweet in G10:
[4] benioff,dreamforce [4] dreamforce,salesforce [4] salesforce,himalayangroups [4] himalayangroups,gcnalagarh [4] gcnalagarh,hietgroup [4] hietgroup,rgeckangra [3] sfdharamshala,benioff [3] rgeckangra,#hpushimla [3] #hpushimla,bahrauniversity [2] bahrauniversity,abvp4 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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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:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: