The graph represents a network of 2,959 Twitter users whose tweets in the requested range contained "tensorflow", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 30 November 2022 at 11:36 UTC.
The requested start date was Wednesday, 30 November 2022 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 4-day, 20-hour, 17-minute period from Friday, 25 November 2022 at 04:30 UTC to Wednesday, 30 November 2022 at 00:47 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 : 2959
Unique Edges : 1087
Edges With Duplicates : 14338
Total Edges : 15425
Number of Edge Types : 5
Retweet : 6198
MentionsInRetweet : 7035
Tweet : 1461
Mentions : 629
Replies to : 102
Self-Loops : 1737
Reciprocated Vertex Pair Ratio : 0.0105493630573248
Reciprocated Edge Ratio : 0.02087847153831
Connected Components : 250
Single-Vertex Connected Components : 170
Maximum Vertices in a Connected Component : 2555
Maximum Edges in a Connected Component : 14803
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.984405
Graph Density : 0.000580048126742744
Modularity : 0.25785
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,959 Twitter users whose tweets in the requested range contained "tensorflow", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 30 November 2022 at 11:36 UTC.
The requested start date was Wednesday, 30 November 2022 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 4-day, 20-hour, 17-minute period from Friday, 25 November 2022 at 04:30 UTC to Wednesday, 30 November 2022 at 00:47 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 : tensorflow
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:
[3130] #bigdata,#analytics [2044] #analytics,#datascience [1543] #datascience,#ai [1514] #ai,#machinelearning [1478] #python,#rstats [1275] #machinelearning,#iot [1213] #iot,#iiot [1114] #pytorch,#python [1061] #iiot,#python [1000] #rstats,#tensorflow Top Word Pairs in Tweet in G1:
[826] tensorflow,learn [826] scientist,free [826] become,google [826] basics,python [826] python,tensorflow [826] google,certified [826] free,basics [826] learn,everything [826] data,scientist [826] certified,data Top Word Pairs in Tweet in G2:
[1775] #bigdata,#analytics [1068] #analytics,#datascience [844] #iot,#iiot [818] #python,#rstats [790] #datascience,#ai [783] #ai,#machinelearning [722] #pytorch,#python [681] #machinelearning,#iot [659] #javascript,#reactjs [568] #iiot,#python Top Word Pairs in Tweet in G3:
[477] #bigdata,#analytics [328] #analytics,#datascience [297] #datascience,#ai [255] #ai,#machinelearning [237] #python,#rstats [218] #machinelearning,#iot [196] #rstats,#tensorflow [192] #iot,#pytorch [162] #pytorch,#python [147] #analytics,#ai Top Word Pairs in Tweet in G4:
[167] #bigdata,#analytics [147] online,courses [137] #analytics,#datascience [132] #datascientist,#programming [131] #programming,#coding [115] data,science [106] #coding,#100daysofcode [105] #iiot,#python [99] #python,#javascript [95] #javascript,#tensorflow Top Word Pairs in Tweet in G5:
[274] #bigdata,#analytics [134] #analytics,#datascience [128] #ai,#machinelearning [113] #python,#rstats [110] #analytics,#ai [103] #iiot,#python [95] #machinelearning,#iot [95] #cybersecurity,#bigdata [93] #machinelearning,#datascience [86] #datascience,#ai Top Word Pairs in Tweet in G6:
[35] machine,learning [33] #bigdata,#analytics [29] udemy,course [25] #analytics,#datascience [25] course,follow [24] free,udemy [23] #datascience,#ai [22] deep,learning [19] #artificialintelligence,#künstlicheintelligenz [18] #künstlicheintelligenz,#100daysofcode Top Word Pairs in Tweet in G7:
[23] text,generation [23] generation,models [20] form,fast [20] team,brings [20] tensorflow,huggingface [20] models,re [20] fast,powerful [20] power,xla [20] re,written [20] xla,form Top Word Pairs in Tweet in G8:
[291] #bigdata,#analytics [267] #analytics,#datascience [249] #iot,#iiot [231] #datascience,#ai [225] #python,#rstats [221] #ai,#machinelearning [215] #machinelearning,#iot [143] #iiot,#python [115] #pytorch,#python [107] #iiot,#pytorch Top Word Pairs in Tweet in G9:
[37] tensorflow,pytorch [36] dataloaders,two [36] two,examples [36] merlin,dataloaders [36] pytorch,recsys [36] use,merlin [36] train,tensorflow [36] faster,use [36] 400x,faster [36] models,400x Top Word Pairs in Tweet in G10:
[82] machine,learning [41] deep,learning [31] data,science [29] artificial,intelligence [28] ml,artificial [28] started,purpose [28] purpose,built [28] built,images [27] complete,hands [27] learning,data Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
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:
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: