The graph represents a network of 2,254 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, 14 December 2022 at 11:38 UTC.
The requested start date was Wednesday, 14 December 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 5-day, 1-hour, 1-minute period from Thursday, 08 December 2022 at 23:57 UTC to Wednesday, 14 December 2022 at 00:58 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 : 2254
Unique Edges : 1282
Edges With Duplicates : 13914
Total Edges : 15196
Number of Edge Types : 5
Tweet : 1826
Retweet : 5894
MentionsInRetweet : 6640
Mentions : 716
Replies to : 120
Self-Loops : 2195
Reciprocated Vertex Pair Ratio : 0.0200364298724954
Reciprocated Edge Ratio : 0.0392857142857143
Connected Components : 286
Single-Vertex Connected Components : 179
Maximum Vertices in a Connected Component : 1756
Maximum Edges in a Connected Component : 14448
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.810433
Graph Density : 0.000771917636388197
Modularity : 0.200972
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,254 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, 14 December 2022 at 11:38 UTC.
The requested start date was Wednesday, 14 December 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 5-day, 1-hour, 1-minute period from Thursday, 08 December 2022 at 23:57 UTC to Wednesday, 14 December 2022 at 00:58 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 : 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:
[4221] #bigdata,#analytics [2895] #analytics,#datascience [2585] #python,#rstats [2367] #ai,#machinelearning [2280] #datascience,#ai [2053] #iot,#iiot [1869] #machinelearning,#iot [1547] #pytorch,#python [1526] #iiot,#python [1466] #rstats,#tensorflow Top Word Pairs in Tweet in G1:
[2296] #bigdata,#analytics [1689] #analytics,#datascience [1463] #python,#rstats [1419] #datascience,#ai [1386] #ai,#machinelearning [1135] #machinelearning,#iot [1041] #iot,#iiot [891] #pytorch,#python [838] #iiot,#python [804] #rstats,#tensorflow Top Word Pairs in Tweet in G2:
[731] #bigdata,#analytics [384] #analytics,#datascience [350] #ai,#machinelearning [317] #python,#rstats [278] #datascience,#ai [252] #iot,#iiot [243] #analytics,#ai [215] #machinelearning,#iot [178] #iiot,#python [178] #pytorch,#python Top Word Pairs in Tweet in G3:
[530] #bigdata,#analytics [493] #iot,#iiot [477] #analytics,#datascience [413] #python,#rstats [366] #datascience,#ai [357] #ai,#machinelearning [328] #machinelearning,#iot [266] #pytorch,#python [261] #iiot,#pytorch [234] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[263] data,science [184] learn,data [175] online,courses [119] #100daysofcode,#ai [119] #machinelearning,#100daysofcode [119] #ai,#iot [115] courses,#machinelearning [100] science,free [99] #datascientist,#programming [99] skills,learn Top Word Pairs in Tweet in G5:
[34] #bigdata,#analytics [33] ãƒ,ム[28] machine,learning [27] udemy,course [27] app,link [23] #analytics,#ai [21] tensorflow,keras [20] #marketing,#python [20] #ui,#ux [20] #ux,#marketing Top Word Pairs in Tweet in G6:
[74] #bigdata,#analytics [71] machine,learning [64] #python,#rstats [51] #iot,#iiot [50] #analytics,#datascience [42] #pytorch,#python [42] simple,ml [40] #ai,#machinelearning [40] #rstats,#tensorflow [38] ml,sheets Top Word Pairs in Tweet in G7:
[258] #bigdata,#analytics [176] #analytics,#ai [173] #cybersecurity,#bigdata [167] #machinelearning,#datascience [161] #python,#rstats [152] #ai,#iiot [150] #iiot,#python [146] #datascience,#sql [146] #sql,#cybersecurity [127] #rstats,#tensorflow Top Word Pairs in Tweet in G8:
[48] #ai,#machinelearning [30] #machinelearning,#tensorflow [24] #tensorflow,#coding [24] #python,#rstats [23] #data,#datascience [23] machine,learning [22] #coding,#100daysofcode [22] #rstats,#reactjs [22] #datascientist,#ai [22] #bigdata,#analytics Top Word Pairs in Tweet in G9:
[21] #tensorflow,#flask [21] flask,#tensorflow [21] using,tensorflow [21] object,detection [21] #flask,#python [21] build,object [21] apis,using [21] tensorflow,flask [21] detection,apis [20] pythonpr,build Top Word Pairs in Tweet in G10:
[52] #bigdata,#analytics [48] #analytics,#datascience [48] #iot,#iiot [40] #python,#rstats [31] #iiot,#python [31] #datascience,#ai [31] #ai,#machinelearning [30] #machinelearning,#iot [26] #iiot,#pytorch [26] #pytorch,#python Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: