The graph represents a network of 58 Twitter users whose recent tweets contained "#SMMW22", 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 Saturday, 20 November 2021 at 16:28 UTC.
The tweets in the network were tweeted over the 3-day, 21-hour, 0-minute period from Tuesday, 16 November 2021 at 18:58 UTC to Saturday, 20 November 2021 at 15:58 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 : 58
Unique Edges : 134
Edges With Duplicates : 268
Total Edges : 402
Number of Edge Types : 5
Retweet : 26
MentionsInRetweet : 172
Mentions : 165
Tweet : 17
Replies to : 22
Self-Loops : 18
Reciprocated Vertex Pair Ratio : 0.0515463917525773
Reciprocated Edge Ratio : 0.0980392156862745
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 55
Maximum Edges in a Connected Component : 399
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.040951
Graph Density : 0.0617059891107078
Modularity : 0.193491
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 58 Twitter users whose recent tweets contained "#SMMW22", 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 Saturday, 20 November 2021 at 16:28 UTC.
The tweets in the network were tweeted over the 3-day, 21-hour, 0-minute period from Tuesday, 16 November 2021 at 18:58 UTC to Saturday, 20 November 2021 at 15:58 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 : #SMMW22
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:
[19] #socialmedia,#marketing [14] social,media [14] smexaminer,nodexl [14] destroymenot_,dknowlton1 [14] dknowlton1,moneygossips [14] moneygossips,jkatzaman [14] jkatzaman,farhad_haraji [14] farhad_haraji,pmlnleo [14] pmlnleo,ivatempestade [14] ivatempestade,digirev1 Top Word Pairs in Tweet in G1:
[9] #socialmedia,#marketing [6] thursday,#twitterchats [6] #twitterchats,starting [6] starting,soon [6] soon,12pm [6] 12pm,#freelancechat [6] #freelancechat,1pm [6] 1pm,#twittersmarter [6] #twittersmarter,1pm [6] 1pm,#seochat Top Word Pairs in Tweet in G2:
[6] smexaminer,nodexl [6] destroymenot_,dknowlton1 [6] dknowlton1,moneygossips [6] moneygossips,jkatzaman [6] jkatzaman,farhad_haraji [6] farhad_haraji,pmlnleo [6] pmlnleo,ivatempestade [6] ivatempestade,digirev1 [6] digirev1,sadiaume1 [6] nodexl,smexaminer Top Word Pairs in Tweet in G3:
[5] zenyinger,hashtagmarketi7 [5] smexaminer,nodexl [5] destroymenot_,dknowlton1 [5] dknowlton1,moneygossips [5] moneygossips,jkatzaman [5] jkatzaman,farhad_haraji [5] farhad_haraji,pmlnleo [5] pmlnleo,ivatempestade [5] ivatempestade,digirev1 [5] digirev1,sadiaume1 Top Word Pairs in Tweet in G4:
[8] social,media [8] media,marketing [5] marketing,world [3] top,social [3] marketing,industry [3] industry,pros [3] pros,one [3] one,place [3] place,join [3] join,social Top Word Pairs in Tweet in G5:
[3] join,thousands [3] thousands,world [3] world,smartest [3] smartest,marketers [3] marketers,influencers [3] influencers,marketing [3] marketing,conference [3] conference,need [3] need,attend [3] attend,brought Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6: