The graph represents a network of 628 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, 13 November 2021 at 20:55 UTC.
The requested start date was Saturday, 13 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, 15-hour, 1-minute period from Saturday, 30 October 2021 at 02:36 UTC to Friday, 12 November 2021 at 17:37 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 : 628
Unique Edges : 719
Edges With Duplicates : 1206
Total Edges : 1925
Number of Edge Types : 5
Retweet : 364
MentionsInRetweet : 530
Mentions : 701
Tweet : 157
Replies to : 173
Self-Loops : 164
Reciprocated Vertex Pair Ratio : 0.0416221985058698
Reciprocated Edge Ratio : 0.0799180327868853
Connected Components : 100
Single-Vertex Connected Components : 67
Maximum Vertices in a Connected Component : 475
Maximum Edges in a Connected Component : 1745
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.27893
Graph Density : 0.00247869238817948
Modularity : 0.37563
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 628 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, 13 November 2021 at 20:55 UTC.
The requested start date was Saturday, 13 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, 15-hour, 1-minute period from Saturday, 30 October 2021 at 02:36 UTC to Friday, 12 November 2021 at 17:37 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:
[103] #salesforce,#dreamforce [91] #dreamforce,#startup [91] #startup,#startups [91] #startups,#ai [91] #ai,#socialmedia [91] #futureofwork,#hrtech [83] #socialmedia,#futureofwork [83] #hrtech,#cx [83] #cx,#df21 [83] #df21,#nonprofits Top Word Pairs in Tweet in G1:
[16] tableau,conference [16] dreamforce,york [11] streamed,dreamforce [10] save,date [10] u2threechords,u2 [10] dreamforce,salesforce [10] never,recieved [9] big,apple [9] date,#df2u [9] dreamforce,hour Top Word Pairs in Tweet in G2:
[44] dreamforce,coming [37] start,spreading [37] spreading,news [37] news,dreamforce [37] coming,way [37] way,part [37] part,york [37] york,york [36] salesforce,start [14] reply,#unsubscribe Top Word Pairs in Tweet in G3:
[23] benioff,dreamforce [21] dreamforce,nyc [21] nyc,12 [21] 12,2021 [21] 2021,anything [21] anything,better [21] better,christmas [21] christmas,york [21] york,000 [21] 000,attendees Top Word Pairs in Tweet in G4:
[12] two,sessions [12] sessions,dreamforce [12] dreamforce,2017 [12] 2017,help [12] help,company [12] company,understand [12] understand,people [12] people,buy [10] save,date [9] big,apple Top Word Pairs in Tweet in G7:
[5] dreamin_florida,coastalcloud_us [5] dreamforce,salesforce [4] check,more [3] coastalcloud_us,dreamforce [2] currently,working [2] working,make [2] make,sure [2] sure,top [2] top,game [2] game,check Top Word Pairs in Tweet in G8:
[2] dreamforce,coming [2] inescapinezka,langstonjessica [2] langstonjessica,jhoskins [2] jhoskins,shunkosa [2] shunkosa,radnip [2] radnip,louiselockie [2] louiselockie,icloudsf [2] icloudsf,ohgodohad [2] ohgodohad,fabientaillon [2] fabientaillon,marisahambleton Top Word Pairs in Tweet in G9:
[100] #salesforce,#dreamforce [91] #dreamforce,#startup [91] #startup,#startups [91] #startups,#ai [91] #ai,#socialmedia [91] #futureofwork,#hrtech [83] #socialmedia,#futureofwork [83] #hrtech,#cx [83] #cx,#df21 [83] #df21,#nonprofits Top Word Pairs in Tweet in G10:
[14] appexchange,dreamforce [11] jeanettejett,stevebray2 [10] kathywaterworth,avi31c [9] vaddadianil,jessicahanna_sf [9] dreamforce,gcaballeroinchi [9] gcaballeroinchi,jeanettejett [7] stevebray2,sisontuli [7] sisontuli,eva_marie_ [7] jessicahanna_sf,kathywaterworth [7] eva_marie_,jadevbforce Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: