The graph represents a network of 7,134 Twitter users whose recent tweets contained "#DF21", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 24 September 2021 at 08:27 UTC.
The tweets in the network were tweeted over the 3-day, 18-hour, 46-minute period from Monday, 20 September 2021 at 13:24 UTC to Friday, 24 September 2021 at 08:11 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 : 7134
Unique Edges : 17868
Edges With Duplicates : 14911
Total Edges : 32779
Number of Edge Types : 5
Retweet : 10714
Replies to : 2160
Mentions : 7385
Tweet : 3246
MentionsInRetweet : 9274
Self-Loops : 3344
Reciprocated Vertex Pair Ratio : 0.0661738096469007
Reciprocated Edge Ratio : 0.124133249284779
Connected Components : 640
Single-Vertex Connected Components : 578
Maximum Vertices in a Connected Component : 6378
Maximum Edges in a Connected Component : 31812
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.786745
Graph Density : 0.000405271918926279
Modularity : 0.376732
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,134 Twitter users whose recent tweets contained "#DF21", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 24 September 2021 at 08:27 UTC.
The tweets in the network were tweeted over the 3-day, 18-hour, 46-minute period from Monday, 20 September 2021 at 13:24 UTC to Friday, 24 September 2021 at 08:11 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 : TwitterSearch
Graph Term : #DF21
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2064] marc,benioff [2032] main,show [1962] special,guests [1935] benioff,special [1705] #df21,main [1683] live,#df21 [1587] ceo,marc [1583] reply,#unsubscribe [1582] chair,ceo [1575] show,chair Top Word Pairs in Tweet in G1:
[1874] marc,benioff [1845] special,guests [1844] benioff,special [1557] reply,#unsubscribe [1552] main,show [1545] #df21,main [1528] live,#df21 [1524] #unsubscribe,opt [1506] ceo,marc [1504] chair,ceo Top Word Pairs in Tweet in G2:
[366] dreamforce,#df21 [342] #df21,#df21 [296] main,show [170] day,#df21 [168] #df21,dreamforce [160] #df21,#dreamforce [146] dreamforce,2021 [144] salesforce,#df21 [125] #salesforce,#dreamforce [125] #df21,salesforce Top Word Pairs in Tweet in G3:
[238] #df21,#df21 [152] dreamforce,#df21 [122] main,show [100] dreamforce,2021 [82] learn,more [76] salesforce,#df21 [73] #appy,#sweepstakes [69] #df21,#trailblazercommunity [59] #df21,#salesforce [57] day,#df21 Top Word Pairs in Tweet in G4:
[274] use,energy [179] professor,richard [179] richard,feynman [179] feynman,#df21 [168] days,give [140] know,understand [137] energy,worry [137] worry,use [137] energy,believe [137] believe,create Top Word Pairs in Tweet in G5:
[44] dreamforce,2021 [38] crm,crm [37] 12,months [37] months,disney [35] #df21,12 [33] need,extra [33] extra,reason [33] reason,stream [33] stream,#df21 [33] disney,magic Top Word Pairs in Tweet in G6:
[24] main,show [15] dreamforce,#df21 [14] customer,360 [13] 30,pt [12] learn,more [12] slack,first [12] 30pm,pt [11] full,mulesoft [11] salesforce,#df21 [11] streaming,#df21 Top Word Pairs in Tweet in G7:
[19] #df21,#salesforce [15] #df21,main [15] main,show [13] watch,metallica [12] metallica,open [12] open,#df21 [12] show,check [12] check,jimmy [12] jimmy,kimmel [12] kimmel,live Top Word Pairs in Tweet in G8:
[23] americanforests,amazin_maisie [22] miss,#climate [22] #climate,sessions [22] sessions,#df21 [22] #df21,week [22] janefonda,ucsbenioffocean [22] ucsbenioffocean,mccauley_lab [22] mccauley_lab,ayanaeliza [22] ayanaeliza,americanforests [22] amazin_maisie,wefuplink Top Word Pairs in Tweet in G9:
[16] #df21,#dreamforce2021 [15] #dreamforce,#df21 [13] #dreamforce2021,#dreamforcelive [13] #dreamforcelive,#salesforceplus [13] #salesforceplus,#salesforce [13] #salesforce,#df2021 [10] #df21,sessions [8] #df2021,#marcbenioff [8] during,#df21 [8] #df21,entered Top Word Pairs in Tweet in G10:
[34] #df21,#df21 [14] time,magazine [14] magazine,15 [14] 15,2017 [14] 2017,article [14] article,next [14] next,pandemic [14] pandemic,keep [14] keep,world [14] world,safe 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: