The graph represents a network of 318 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, 09 January 2021 at 21:25 UTC.
The requested start date was Saturday, 09 January 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, 20-hour, 42-minute period from Saturday, 26 December 2020 at 04:00 UTC to Saturday, 09 January 2021 at 00:42 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 : 318
Unique Edges : 315
Edges With Duplicates : 784
Total Edges : 1099
Number of Edge Types : 5
Replies to : 55
Retweet : 240
MentionsInRetweet : 387
Mentions : 299
Tweet : 118
Self-Loops : 161
Reciprocated Vertex Pair Ratio : 0.030952380952381
Reciprocated Edge Ratio : 0.0600461893764434
Connected Components : 61
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 202
Maximum Edges in a Connected Component : 917
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.157267
Graph Density : 0.00429537924329901
Modularity : 0.325803
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 318 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, 09 January 2021 at 21:25 UTC.
The requested start date was Saturday, 09 January 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, 20-hour, 42-minute period from Saturday, 26 December 2020 at 04:00 UTC to Saturday, 09 January 2021 at 00:42 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:
[49] #startup,#startups [44] #dreamforce,#dreamtx [40] #startups,#csr [40] #csr,#hr [40] #hr,#futureofwork [40] #futureofwork,#volunteer [40] #volunteer,#nonprofit [40] #nonprofit,#nonprofits [40] #nonprofits,#sdgs [40] #sdgs,#dreamforce Top Word Pairs in Tweet in G1:
[10] watch,#dreamtx [10] #dreamtx,demand [9] demand,hear [9] hear,personal [9] personal,stories [9] stories,leading [9] leading,executives [9] executives,designed [9] designed,inspire [9] inspire,path Top Word Pairs in Tweet in G2:
[26] johncarney_sf,dreamforce [24] dreamforce,salesforce [14] beauche,johncarney_sf [5] benioff,dreamforce [4] many,super [4] super,badges [4] badges,completed [4] completed,2020 [4] 2020,salesforcedevs [4] salesforcedevs,dreamforce Top Word Pairs in Tweet in G3:
[15] two,sessions [15] sessions,dreamforce [15] dreamforce,2017 [15] 2017,help [15] help,company [15] company,understand [15] understand,people [15] people,buy [10] buy,#contentmarketing [6] dreamforce,2020 Top Word Pairs in Tweet in G4:
[11] dreamforce,2020 [6] miss,dreamforce [6] 2020,experts [6] experts,weigh [6] weigh,top [6] top,announcements [6] announcements,review [6] review,mind [6] mind,blowing [6] blowing,salesforce Top Word Pairs in Tweet in G5:
[49] #startup,#startups [42] #dreamforce,#dreamtx [40] #startups,#csr [40] #csr,#hr [40] #hr,#futureofwork [40] #futureofwork,#volunteer [40] #volunteer,#nonprofit [40] #nonprofit,#nonprofits [40] #nonprofits,#sdgs [40] #sdgs,#dreamforce Top Word Pairs in Tweet in G6:
[11] salesforce,made [11] made,billion [11] billion,dollar [11] dollar,deals [11] deals,amid [11] amid,pandemic [10] salesforce's,acquisitions [9] headincloudinc,salesforce [6] #salesforce,#salesforceadmin [6] #salesforceadmin,#dreamforce Top Word Pairs in Tweet in G7:
[4] made,awww [4] awww,lil [4] lil,kids [4] kids,#salesforcekidsin [4] #salesforcekidsin,best [4] best,use [4] use,#df2u [4] #df2u,junior [4] junior,ranger [4] ranger,activity Top Word Pairs in Tweet in G8:
[14] ø,ù [10] ù,ø [7] threebridges1,draft [7] eskimo,queen [7] ø,ø [6] available,mmsnippets [6] mmsnippets,thursday [6] thursday,8am [6] 8am,part [6] part,threebridges1 Top Word Pairs in Tweet in G9:
[10] huge,cricket [10] cricket,fan [10] fan,watching [10] watching,india [10] india,australia [10] australia,boxing [10] boxing,day [10] day,test [10] test,today [10] today,morning Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: