The graph represents a network of 18,983 Twitter users whose recent tweets contained "Lady Gaga", 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 Wednesday, 20 January 2021 at 16:48 UTC.
The tweets in the network were tweeted over the 1-minute period from Wednesday, 20 January 2021 at 16:39 UTC to Wednesday, 20 January 2021 at 16:41 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 : 18983
Unique Edges : 19564
Edges With Duplicates : 295
Total Edges : 19859
Number of Edge Types : 5
Retweet : 6390
Tweet : 12416
Replies to : 453
MentionsInRetweet : 54
Mentions : 546
Self-Loops : 12426
Reciprocated Vertex Pair Ratio : 0.00108430468961778
Reciprocated Edge Ratio : 0.00216626049282426
Connected Components : 12038
Single-Vertex Connected Components : 10374
Maximum Vertices in a Connected Component : 4086
Maximum Edges in a Connected Component : 4993
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 6.828478
Graph Density : 2.04975751113326E-05
Modularity : 0.597977
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 18,983 Twitter users whose recent tweets contained "Lady Gaga", 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 Wednesday, 20 January 2021 at 16:48 UTC.
The tweets in the network were tweeted over the 1-minute period from Wednesday, 20 January 2021 at 16:39 UTC to Wednesday, 20 January 2021 at 16:41 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 : Lady Gaga
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:
[19006] lady,gaga [2387] national,anthem [818] hunger,games [702] star,spangled [698] spangled,banner [687] gaga,singing [681] joe,biden [640] singing,national [450] gaga,sing [426] gaga,#inaugurationday Top Word Pairs in Tweet in G1:
[10204] lady,gaga [1040] national,anthem [347] gaga,singing [333] hunger,games [280] singing,national [259] gaga,killed [207] gaga,#inaugurationday [191] gaga,sing [178] gaga,cantando [172] lady,gaga's Top Word Pairs in Tweet in G2:
[755] lady,gaga [416] star,spangled [414] spangled,banner [271] banner,difficult [271] difficult,song [271] song,sung [271] sung,flawlessly [271] flawlessly,lady [271] gaga,power [271] power,grace Top Word Pairs in Tweet in G3:
[551] lady,gaga [216] please,welcome [214] welcome,lady [135] national,anthem [91] anthem,#inaugurationday [56] singing,national [53] gaga,looks [46] looks,amazing [46] amazing,prepares [46] prepares,sing Top Word Pairs in Tweet in G4:
[418] lady,gaga [194] gaga,social [194] social,distancing [194] distancing,skirt [81] national,anthem [54] gaga,crushed [54] crushed,national [54] anthem,tweet [19] gaga,singing [17] singing,national Top Word Pairs in Tweet in G5:
[354] lady,gaga [129] joe,biden [120] estados,unidos [110] unidos,posse [91] aí,vem [91] vem,ela [91] ela,nova [91] nova,presidente [91] presidente,eleita [91] eleita,eua Top Word Pairs in Tweet in G6:
[295] lady,gaga [89] intention,acknowledge [89] acknowledge,past [89] past,healing [89] healing,present [89] present,passionate [89] passionate,future [89] future,work [89] work,together [89] together,lovingly Top Word Pairs in Tweet in G7:
[339] lady,gaga [172] national,anthem [136] gaga,arrives [110] anthem,joe [109] arrives,sing [109] sing,national [109] joe,biden's [109] biden's,inauguration [109] inauguration,#inaugurationday [95] joe,biden Top Word Pairs in Tweet in G8:
[202] lady,gaga [85] national,anthem [71] star,spangled [71] spangled,banner [65] here's,lady [65] lady,gaga's [65] gaga's,entire [65] entire,rendition [65] rendition,star [32] gaga,sang Top Word Pairs in Tweet in G9:
[180] lady,gaga [115] gaga,sing [114] sing,shallow [114] shallow,make [114] make,biden [114] biden,bradley [114] bradley,cooper [114] cooper,part [114] part,need [114] need,nation Top Word Pairs in Tweet in G10:
[121] lady,gaga [41] national,anthem [31] anthem,performed [31] performed,lady [31] gaga,favorite [31] favorite,much [31] much,intention [31] intention,meaning [31] meaning,performance [15] gaga,never Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: