The graph represents a network of 2,124 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 Thursday, 19 November 2020 at 11:54 UTC.
The requested start date was Wednesday, 18 November 2020 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, 0-hour, 26-minute period from Friday, 13 November 2020 at 00:34 UTC to Wednesday, 18 November 2020 at 01:01 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 : 2124
Unique Edges : 1602
Edges With Duplicates : 13561
Total Edges : 15163
Number of Edge Types : 5
Retweet : 6218
MentionsInRetweet : 7147
Tweet : 1217
Mentions : 430
Replies to : 151
Self-Loops : 1271
Reciprocated Vertex Pair Ratio : 0.00629997576932396
Reciprocated Edge Ratio : 0.0125210691066699
Connected Components : 284
Single-Vertex Connected Components : 182
Maximum Vertices in a Connected Component : 1686
Maximum Edges in a Connected Component : 14482
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.531384
Graph Density : 0.000920995322505817
Modularity : 0.22926
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,124 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 Thursday, 19 November 2020 at 11:54 UTC.
The requested start date was Wednesday, 18 November 2020 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, 0-hour, 26-minute period from Friday, 13 November 2020 at 00:34 UTC to Wednesday, 18 November 2020 at 01:01 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:
[3088] #bigdata,#analytics [2626] #analytics,#datascience [2617] #iot,#iiot [1868] #python,#rstats [1866] #datascience,#ai [1415] #ai,#machinelearning [1358] #iiot,#python [1305] machine,learning [1176] #machinelearning,#iot [969] #rstats,#tensorflow Top Word Pairs in Tweet in G1:
[339] machine,learning [229] years,ago [159] open,sourced [159] sourced,tensorflow [154] ago,open [152] five,years [152] tensorflow,machine [152] learning,framework [152] framework,popular [152] popular,machine Top Word Pairs in Tweet in G2:
[2437] #bigdata,#analytics [2039] #iot,#iiot [2023] #analytics,#datascience [1506] #datascience,#ai [1399] #python,#rstats [1109] #ai,#machinelearning [1015] #iiot,#python [928] #machinelearning,#iot [767] #machinelearning,#bigdata [716] #rstats,#tensorflow Top Word Pairs in Tweet in G3:
[403] #bigdata,#analytics [398] #analytics,#datascience [383] #iot,#iiot [321] #python,#rstats [242] #iiot,#python [230] #datascience,#ai [182] #ai,#machinelearning [176] #rstats,#tensorflow [163] #datascience,#iot [160] #machinelearning,#iot Top Word Pairs in Tweet in G4:
[209] cat,score [121] cat,recognition [121] recognition,tensorflow [121] tensorflow,10 [115] tabby,tabby [115] tabby,cat [104] 10,tabby [69] tiger,cat [23] egyptian,cat [20] tensorflow,keras Top Word Pairs in Tweet in G5:
[76] #bigdata,#analytics [62] #analytics,#datascience [58] #iot,#iiot [50] #python,#rstats [46] #datascience,#ai [43] machine,learning [43] #ai,#machinelearning [41] #data,#science [38] bylilyv,#featured [38] #featured,#courses Top Word Pairs in Tweet in G6:
[204] machine,learning [107] deep,learning [100] #bigdata,#analytics [76] #analytics,#datascience [75] #iot,#iiot [54] #python,#rstats [47] #datascience,#ai [44] #iiot,#python [43] learning,deep [42] #machinelearning,#bigdata Top Word Pairs in Tweet in G7:
[36] generative,adversarial [36] gans,#keras [36] #keras,#tensorflow [35] tutorial,generative [35] adversarial,networks [35] networks,gans [35] #tensorflow,intro [35] intro,gans [35] gans,implement [34] pyimagesearch,tutorial Top Word Pairs in Tweet in G8:
[25] #python,frameworks [25] frameworks,#datascience [25] #datascience,ingliguori [25] ingliguori,#digitaltransformation [25] #digitaltransformation,#cloud [25] #cloud,#machinelearning [25] #iot,#iiot [25] #bigdata,#analytics [24] ingliguori,#python [24] #analytics,#datascience Top Word Pairs in Tweet in G9:
[34] full,ecosystem [34] ecosystem,sql [34] sql,blazingsql [34] blazingsql,arrays [34] arrays,cupy_team [34] cupy_team,udfs [34] udfs,numba_jit [34] numba_jit,og [34] og,distributed [34] distributed,scheduler Top Word Pairs in Tweet in G10:
[20] data,science [18] machine,learning [17] 10,free [17] free,read [17] read,books [16] books,machine [16] learning,data [16] science,kdnuggets [16] kdnuggets,#artificialintelligence [15] marcusborba,10 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: