The graph represents a network of 452 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, 30 January 2022 at 20:54 UTC.
The requested start date was Saturday, 29 January 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, 20-hour, 18-minute period from Saturday, 15 January 2022 at 01:41 UTC to Friday, 28 January 2022 at 22:00 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 : 452
Unique Edges : 367
Edges With Duplicates : 947
Total Edges : 1314
Number of Edge Types : 5
Retweet : 272
MentionsInRetweet : 344
Mentions : 541
Replies to : 87
Tweet : 70
Self-Loops : 79
Reciprocated Vertex Pair Ratio : 0.0427480916030534
Reciprocated Edge Ratio : 0.08199121522694
Connected Components : 52
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 358
Maximum Edges in a Connected Component : 1209
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.335949
Graph Density : 0.00335046994878637
Modularity : 0.41067
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 452 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, 30 January 2022 at 20:54 UTC.
The requested start date was Saturday, 29 January 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, 20-hour, 18-minute period from Saturday, 15 January 2022 at 01:41 UTC to Friday, 28 January 2022 at 22:00 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:
[157] salesforcedevs,dreamforce [154] dreamforce,2021 [154] 2021,brought [154] brought,many [154] many,awesome [154] awesome,highlights [154] highlights,mention [154] mention,here's [154] here's,very [154] very,special Top Word Pairs in Tweet in G1:
[153] dreamforce,2021 [153] 2021,brought [153] brought,many [153] many,awesome [153] awesome,highlights [153] highlights,mention [153] mention,here's [153] here's,very [153] very,special [153] special,one Top Word Pairs in Tweet in G2:
[15] #tdx22,word [15] word,week [15] trailblazerdx,'22 [9] introducing,#tdx22 [9] week,monday [9] monday,leading [9] leading,trailblazerdx [9] '22,sharing [9] sharing,vocab [9] vocab,word Top Word Pairs in Tweet in G3:
[11] marketingcloud,dreamforce [10] salesforceorg,marketingcloud [9] dreamforce,salesforcedevs [9] salesforcedevs,salesforcesmb [9] trailhead,dreamforce [8] dreamforce,today [8] salesforce,salesforceorg [8] lecture,video [8] video,appopedia [7] golden,hoodie Top Word Pairs in Tweet in G4:
[12] marisahambleton,steve_techarc [12] steve_techarc,salesforce [12] salesforce,trailhead [12] trailhead,dreamforce [12] mistyraejones,msgsquared [11] phxsfdug,mistyraejones [11] msgsquared,thisismarkjones [11] thisismarkjones,notisblank [11] notisblank,mehansen82 [11] mehansen82,meeranairtvm Top Word Pairs in Tweet in G5:
[12] two,sessions [12] sessions,dreamforce [12] dreamforce,2017 [12] 2017,help [12] help,company [12] company,understand [12] understand,people [12] people,buy [8] buy,#contentmarketing [4] buy,#marketing Top Word Pairs in Tweet in G6:
[8] everyone,reading [8] reading,#nftfam [8] #nftfam,#trailblazer [8] #trailblazer,leading [8] leading,web3 [8] web3,revolution [8] revolution,2022 [7] asmgkr,everyone [5] join,together [5] together,slackhq Top Word Pairs in Tweet in G10:
[9] #aml,pep [9] pep,screenings [9] screenings,process [9] process,learn [9] learn,try [8] martinhoyes,#aml [8] try,#cs Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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