The graph represents a network of 2,772 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 Sunday, 30 June 2019 at 05:49 UTC.
The requested start date was Sunday, 30 June 2019 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 2-day, 13-hour, 14-minute period from Wednesday, 26 June 2019 at 03:30 UTC to Friday, 28 June 2019 at 16:44 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 : 2772
Unique Edges : 3780
Edges With Duplicates : 2640
Total Edges : 6420
Number of Edge Types : 3
Mentions : 5013
Tweet : 1250
Replies to : 157
Self-Loops : 1250
Reciprocated Vertex Pair Ratio : 0.0225140712945591
Reciprocated Edge Ratio : 0.0440366972477064
Connected Components : 348
Single-Vertex Connected Components : 224
Maximum Vertices in a Connected Component : 2202
Maximum Edges in a Connected Component : 5708
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.061451
Graph Density : 0.000496666411498602
Modularity : 0.524104
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1032] #bigdata,#analytics [1000] deep,learning [927] #datascience,#ai [762] #analytics,#datascience [679] #ai,#machinelearning [621] #tensorflow,#keras [614] #iot,#iiot [561] machine,learning [549] learning,#tensorflow [533] first,attempt Top Word Pairs in Tweet in G1:
[504] deep,learning [503] first,attempt [503] attempt,removing [503] removing,phones [503] phones,notorious [503] notorious,mirror [503] mirror,selfie [503] selfie,using [503] using,deep [503] learning,#tensorflow Top Word Pairs in Tweet in G2:
[993] #bigdata,#analytics [890] #datascience,#ai [732] #analytics,#datascience [648] #ai,#machinelearning [592] #iot,#iiot [433] machine,learning [396] #machinelearning,#iot [362] deep,learning [334] #ai,#tensorflow [301] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[50] open,source [49] today's,favorite [49] favorite,tensorflow [49] tensorflow,thing [49] thing,tensorwatch [49] tensorwatch,msftresearch [49] msftresearch,open [49] source,python [49] python,tool [49] tool,interactive Top Word Pairs in Tweet in G4:
[214] googleのai部門トップのjeff,dean [214] dean,が来日して [214] が来日して,7 [214] 7,11に東大で講演します [214] 11に東大で講演します,mapreduce [214] mapreduce,bigtable [214] bigtable,tensorflow [214] tensorflow,leveldb [213] knsmr,googleのai部門トップのjeff [213] leveldb,spannerなどのgoogleを支える基盤のプロジェクトに関わった伝説のコンピュ Top Word Pairs in Tweet in G5:
[181] score,0 [155] cat,score [110] cat,recognition [110] recognition,classify_image [110] classify_image,py [110] py,tensorflow [110] tensorflow,0 [110] 0,11 [110] 11,0 [75] tabby,tabby Top Word Pairs in Tweet in G6:
[150] object,detection [95] opensourced,autoaugment [95] autoaugment,strategy [95] strategy,object [95] detection,strategy [95] strategy,significantly [95] significantly,improves [95] improves,detection [95] detection,models [94] quocleix,opensourced Top Word Pairs in Tweet in G7:
[23] #datascience,#ai [23] #bigdata,#analytics [19] ronald_vanloon,tensorflow [17] new,features [17] features,explained [17] explained,2 [17] 2,minutes [17] minutes,romeokienzler [17] romeokienzler,ronald_vanloon [17] ronald_vanloon,#ibmpartner Top Word Pairs in Tweet in G8:
[35] google,launches [35] launches,tensorflow [35] tensorflow,text [35] text,library [35] library,language [35] language,ai [35] ai,models [34] kdnuggets,google [13] gradient,descent [13] descent,optimization Top Word Pairs in Tweet in G9:
[29] neural,network [23] trick,neural [23] network,thinking [23] thinking,labrador [23] labrador,bath [23] bath,towel [23] towel,new [23] new,tutorial [23] tutorial,adversarial [23] adversarial,examples Top Word Pairs in Tweet in G10:
[24] machine,learning [20] data,science [18] u,r [17] started,tensorflow [15] getting,started [15] raspberry_pi,tensorflow [15] deep,learning [13] tensorflow,browser [13] check,out [12] hands,machine Top Replied-To in Entire Graph:
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