The graph represents a network of 1,660 Twitter users whose recent tweets contained "tensorflow", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 10:32 UTC.
The tweets in the network were tweeted over the 1884-day, 5-hour, 7-minute period from Monday, 15 January 2018 at 18:52 UTC to Wednesday, 15 March 2023 at 00:00 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 : 1660
Unique Edges : 652
Edges With Duplicates : 8464
Total Edges : 9116
Number of Edge Types : 9
Retweet : 3226
MentionsInRetweet : 3462
Tweet : 1767
Replies to : 175
MentionsInReplyTo : 248
Mentions : 165
Quote : 25
MentionsInQuote : 43
MentionsInQuoteReply : 5
Self-Loops : 2051
Reciprocated Vertex Pair Ratio : 0.0137299771167048
Reciprocated Edge Ratio : 0.0270880361173815
Connected Components : 265
Single-Vertex Connected Components : 169
Maximum Vertices in a Connected Component : 1187
Maximum Edges in a Connected Component : 8219
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.931962
Graph Density : 0.000804302199757438
Modularity : 0.216673
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,660 Twitter users whose recent tweets contained "tensorflow", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 10:32 UTC.
The tweets in the network were tweeted over the 1884-day, 5-hour, 7-minute period from Monday, 15 January 2018 at 18:52 UTC to Wednesday, 15 March 2023 at 00:00 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 : TwitterSearch2
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:
[2649] #bigdata,#analytics [1989] #python,#rstats [1658] #iiot,#python [1640] #analytics,#ai [1565] #cybersecurity,#bigdata [1508] #ai,#iiot [1113] #rstats,#tensorflow [1062] #machinelearning,#datascience [951] #analytics,#datascience [945] #iot,#iiot Top Word Pairs in Tweet in G1:
[1428] #bigdata,#analytics [1138] #analytics,#ai [1049] #python,#rstats [1000] #cybersecurity,#bigdata [961] #ai,#iiot [900] #iiot,#python [753] #rstats,#tensorflow [653] #coding,#100daysofcode [601] #datascientist,#linux [586] #datascience,#cybersecurity Top Word Pairs in Tweet in G2:
[497] #bigdata,#analytics [485] #analytics,#datascience [458] #iot,#iiot [385] #python,#rstats [350] #datascience,#ai [310] #ai,#machinelearning [301] #machinelearning,#iot [261] #iiot,#pytorch [261] #pytorch,#python [199] #iiot,#python Top Word Pairs in Tweet in G3:
[26] #rstats,#tensorflow [24] #python,#rstats [24] machine,learning [22] #serverless,#datascientist [21] #bigdata,#analytics [19] tensorflow,serving [18] #softwareengineer,#jobs [18] #machinelearning,#ai [18] deep,learning [18] #tech,#softwareengineer Top Word Pairs in Tweet in G4:
[207] #ai,#iiot [207] #cybersecurity,#bigdata [186] #machinelearning,#datascience [179] #sql,#cybersecurity [178] #iiot,#python [176] #bigdata,#analytics [161] #analytics,#ai [159] #datascience,#sql [124] #python,#rstats [47] tools,#machinelearning Top Word Pairs in Tweet in G5:
[241] #bigdata,#analytics [218] #python,#rstats [209] #iiot,#python [207] #cybersecurity,#bigdata [204] #ai,#iiot [197] #analytics,#ai [167] #machinelearning,#datascience [144] #sql,#cybersecurity [116] #datascience,#sql [104] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[18] machine,learning [13] deep,learning [10] use,tensorflow [10] matlab,design [10] engineering,science [10] applying,deep [10] ai,driven [10] learn,use [10] tensorflow,matlab [10] learning,engineering Top Word Pairs in Tweet in G7:
[70] #bigdata,#analytics [60] #datascientist,#programming [60] #programming,#coding [60] #coding,#100daysofcode [55] #100daysofcode,# [51] #python,#rstats [50] #iiot,#python [43] data,science [43] step,data [43] step,step Top Word Pairs in Tweet in G8:
[171] machine,learning [141] united,states [98] tensorflow,pytorch [79] learning,engineer [67] states,python [60] looking,machine [58] states,cpp [47] ca,united [47] inc,looking [45] ml,ai Top Word Pairs in Tweet in G9:
[22] libraries,used [22] used,ml [21] python,libraries [18] matplotlib,tensorflow [18] plotly,numpy [18] top,10 [18] dl,tensorflow [18] repositories,torch [18] pandas,seaborn [18] analysis,github Top Word Pairs in Tweet in G10:
[39] object,detection [39] #tensorflow,#flask [39] detection,apis [39] flask,#tensorflow [39] apis,using [39] #flask,#python [39] tensorflow,flask [39] using,tensorflow [39] build,object [38] python_dv,build Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G6:
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: