The graph represents a network of 2,874 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, 06 May 2020 at 10:38 UTC.
The requested start date was Wednesday, 06 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 16-hour, 26-minute period from Monday, 04 May 2020 at 07:34 UTC to Wednesday, 06 May 2020 at 00:00 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 : 2874
Unique Edges : 1072
Edges With Duplicates : 9232
Total Edges : 10304
Number of Edge Types : 5
Tweet : 651
Retweet : 4324
MentionsInRetweet : 4796
Mentions : 424
Replies to : 109
Self-Loops : 674
Reciprocated Vertex Pair Ratio : 0.0114300903774588
Reciprocated Edge Ratio : 0.0226018396846255
Connected Components : 246
Single-Vertex Connected Components : 160
Maximum Vertices in a Connected Component : 2447
Maximum Edges in a Connected Component : 9736
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.800722
Graph Density : 0.000460821009853213
Modularity : 0.321436
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 2,874 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, 06 May 2020 at 10:38 UTC.
The requested start date was Wednesday, 06 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 16-hour, 26-minute period from Monday, 04 May 2020 at 07:34 UTC to Wednesday, 06 May 2020 at 00:00 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:
[2028] #bigdata,#analytics [1969] #analytics,#datascience [1705] #iot,#iiot [1270] #datascience,#ai [1047] #ai,#machinelearning [983] deep,learning [954] data,science [923] #python,#rstats [811] 400,textbooks [811] textbooks,free Top Word Pairs in Tweet in G1:
[714] deep,learning [710] 400,textbooks [710] textbooks,free [710] free,download [710] download,including [710] including,cs [710] cs,books [710] books,python [710] python,deep [710] learning,data Top Word Pairs in Tweet in G2:
[596] #bigdata,#analytics [575] #analytics,#datascience [549] #iot,#iiot [334] #datascience,#ai [299] #iiot,#pytorch [282] #python,#rstats [277] #ai,#machinelearning [237] #rstats,#tensorflow [235] #pytorch,#python [202] #machinelearning,#iot Top Word Pairs in Tweet in G3:
[1185] #bigdata,#analytics [1152] #analytics,#datascience [963] #iot,#iiot [751] #datascience,#ai [621] #ai,#machinelearning [545] #python,#rstats [474] #machinelearning,#iot [407] #iiot,#python [350] #iiot,#pytorch [332] #pytorch,#python Top Word Pairs in Tweet in G4:
[231] tutorial,creating [231] creating,#covid19 [231] #covid19,face [231] face,mask [231] mask,detector [231] detector,#keras [231] #keras,#tensorflow [231] #tensorflow,#opencv [231] #opencv,accurate [231] accurate,efficient Top Word Pairs in Tweet in G5:
[100] #bigdata,#analytics [99] #analytics,#datascience [92] #datascience,#ai [72] #iot,#iiot [71] #ai,#machinelearning [61] #machinelearning,#iot [32] #iiot,#python [31] #python,#rstats [21] #pytorch,#python [20] cyrildiagne,using Top Word Pairs in Tweet in G6:
[85] machine,learning [77] #ai,#tensorflow [76] deep,learning [60] #analytics,#datascience [58] #bigdata,#analytics [47] #iot,#iiot [43] #datascience,#ai [34] #ai,#machinelearning [29] #python,#rstats [27] demand,skills Top Word Pairs in Tweet in G7:
[161] machine,learning [160] useful,front [160] front,end [160] mobile,apps [159] icookandcode,learn [159] learn,javascript [159] javascript,useful [159] end,javascript [159] javascript,mobile [159] apps,javascript Top Word Pairs in Tweet in G8:
[17] using,tensorflow [14] deep,learning [11] machine,learning [11] ゴールデンウィークなのでgoogle,app [11] app,engineに機械学習のモデルをdeployして遊んでみた [11] engineに機械学習のモデルをdeployして遊んでみた,using [8] keras,tensorflow [8] tensorflow,js [7] tensorflow,keras [6] key,takeaways Top Word Pairs in Tweet in G9:
[25] make,song [25] song,together [24] we've,feeling [24] feeling,pretty [24] pretty,isolated [24] isolated,lately [24] lately,made [24] made,cute [24] cute,little [24] little,app Top Word Pairs in Tweet in G10:
[2] ieeeorg,ieeesaudiarabia [2] ieeesaudiarabia,computersociety [2] computersociety,ieeesmartcities [2] ieeesmartcities,citylab [2] citylab,sidewalklabs [2] sidewalklabs,ieeespectrum [2] ieeespectrum,openai [2] openai,tensorflow [2] tensorflow,deepmind [2] deepmind,nvidiaai Top Replied-To in Entire Graph:
Top Replied-To in G3:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: