The graph represents a network of 739 Twitter users whose recent tweets contained "#df23", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 9/20/2023 8:54:23 AM and 9/27/2023 8:54:23 AM. The network was obtained from Twitter on Wednesday, 27 September 2023 at 16:09 UTC.
The tweets in the network were tweeted over the 41-day, 12-hour, 17-minute period from Thursday, 17 August 2023 at 01:43 UTC to Wednesday, 27 September 2023 at 14:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 739
Unique Edges : 1144
Edges With Duplicates : 541
Total Edges : 1685
Number of Edge Types : 8
Mentions : 528
Replies to : 96
Tweet : 220
Retweet : 382
MentionsInRetweet : 290
MentionsInReplyTo : 128
Quote : 26
MentionsInQuote : 15
Self-Loops : 285
Reciprocated Vertex Pair Ratio : 0.04249547920434
Reciprocated Edge Ratio : 0.0815264527320035
Connected Components : 112
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 561
Maximum Edges in a Connected Component : 1416
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.544279
Graph Density : 0.00211411451056324
Modularity : 0.534312
NodeXL Version : 1.0.1.522
Data Import : The graph represents a network of 739 Twitter users whose recent tweets contained "#df23", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 9/20/2023 8:54:23 AM and 9/27/2023 8:54:23 AM. The network was obtained from Twitter on Wednesday, 27 September 2023 at 16:09 UTC.
The tweets in the network were tweeted over the 41-day, 12-hour, 17-minute period from Thursday, 17 August 2023 at 01:43 UTC to Wednesday, 27 September 2023 at 14:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : #df23
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:
[53] einstein,copilot [29] tech,skill [28] admin,potential [28] #df23,tech [27] skill,master [26] data,ai [26] san,francisco [26] dreamforce,2023 [25] salesforceadmns,#df23 [24] #df23,#salesforce Top Word Pairs in Tweet in G1:
[21] einstein,copilot [11] glad,join [11] late,never [11] savages,missed [11] never,glad [11] better,late [11] therealcorpbro,sales [11] missed,#df23 [11] join,therealcorpbro [11] sales,savages Top Word Pairs in Tweet in G2:
[9] #df23,session [9] files,#salesforce [9] #salesforce,#trailblazercommunity [9] #df23,files [8] co,founder [6] scoop,#salesforcesaturday [6] tune,hear [6] miller_becka,#df23 [6] #salesforcesaturday,miller_becka [6] session,tune Top Word Pairs in Tweet in G3:
[9] #covidforce23,#df23 [6] air,filtration [6] dreamforce,2023 [5] hepa,air [5] data,ai [5] salesforce,dreamforce [4] #df23,super [4] year's,dreamforce [4] san,francisco [4] favorite,highlights Top Word Pairs in Tweet in G4:
[28] tech,skill [27] skill,master [27] #df23,tech [12] dreamforce,2023 [10] master,#trailheadquest [10] ask,questions [10] #alexandresfdc,feel [10] keynote,#salesforce [10] key,announcements [10] questions,salesforce Top Word Pairs in Tweet in G5:
[25] einstein,copilot [15] san,francisco [12] read,more [8] learn,more [8] tableau,#df23 [8] salesforce,google [8] #df23,san [7] conversational,ai [7] francisco,place [7] company,supported Top Word Pairs in Tweet in G6:
[19] #marketingchats,#df23 [7] #df23,#marketingchats [6] #marketingchats,#momentmarketers [6] marketing,champions [6] #momentmarketers,#marketingchampions [6] #marketingchats,#marketingchampions [5] marketingcloud,a1 [5] marketing,cloud [5] ready,talk [5] 15,minutes Top Word Pairs in Tweet in G7:
[28] admin,potential [24] salesforceadmns,#df23 [18] potential,share [18] future,finder [18] finder,quiz [18] take,future [18] quiz,uncover [18] #df23,week [18] growth,take [18] week,learning Top Word Pairs in Tweet in G8:
[5] year,old [4] salesforce,ai [4] ceo,lidianejones [4] leads,team [4] explain,slack [3] workday,session [3] learn,generative [3] salesforce,changing [3] work,gets [3] productivity,learn Top Word Pairs in Tweet in G9:
[2] talks,sharing [2] meet,zopa [2] between,talks [2] kruvman,taking [2] taking,breather [2] hear,born2bemild [2] born2bemild,using [2] attendee,chatting [2] dreamforce,remote [2] highlights,zopa Top Word Pairs in Tweet in G10:
[2] include,alondra [2] going,amazing [2] #df23,streaming [2] salesforce,dreamforce [2] alondra,drfeifei [2] #dreamforce,year [2] abebab,robotsmarts [2] year,see [2] speakers,include [2] thrilled,join 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 G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: