The graph represents a network of 2,433 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, 05 August 2020 at 10:51 UTC.
The requested start date was Wednesday, 05 August 2020 at 00:01 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 2-day, 17-hour, 25-minute period from Sunday, 02 August 2020 at 06:34 UTC to Tuesday, 04 August 2020 at 23:59 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 : 2433
Unique Edges : 1570
Edges With Duplicates : 13988
Total Edges : 15558
Number of Edge Types : 5
Retweet : 6501
MentionsInRetweet : 7346
Tweet : 904
Mentions : 677
Replies to : 130
Self-Loops : 955
Reciprocated Vertex Pair Ratio : 0.0100788781770377
Reciprocated Edge Ratio : 0.0199566160520607
Connected Components : 277
Single-Vertex Connected Components : 173
Maximum Vertices in a Connected Component : 1945
Maximum Edges in a Connected Component : 14845
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.936114
Graph Density : 0.000779103662361823
Modularity : 0.242235
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,433 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, 05 August 2020 at 10:51 UTC.
The requested start date was Wednesday, 05 August 2020 at 00:01 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 2-day, 17-hour, 25-minute period from Sunday, 02 August 2020 at 06:34 UTC to Tuesday, 04 August 2020 at 23:59 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:
[3529] #bigdata,#analytics [3144] #iot,#iiot [2929] #analytics,#datascience [2233] #python,#rstats [2017] #datascience,#ai [1831] #ai,#machinelearning [1686] #iiot,#python [1541] #machinelearning,#iot [1423] #rstats,#tensorflow [914] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[2632] #bigdata,#analytics [2277] #iot,#iiot [2265] #analytics,#datascience [1647] #python,#rstats [1579] #datascience,#ai [1434] #ai,#machinelearning [1265] #iiot,#python [1166] #machinelearning,#iot [1073] #rstats,#tensorflow [646] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[226] tensorflow,cloud [116] train,model [114] model,tensorflow [113] cloud,tensorflow [113] cloud,repository [113] repository,provides [113] provides,apis [113] apis,allow [113] allow,go [112] tensorflow,train Top Word Pairs in Tweet in G3:
[648] #bigdata,#analytics [633] #iot,#iiot [465] #analytics,#datascience [432] #python,#rstats [307] #iiot,#python [298] #datascience,#ai [267] #rstats,#tensorflow [257] #ai,#machinelearning [255] #machinelearning,#iot [211] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[144] #bigdata,#analytics [137] #iot,#iiot [112] #analytics,#datascience [87] #python,#rstats [79] #datascience,#ai [78] #ai,#machinelearning [76] google,tutorial [76] tutorial,100 [76] 100,slides [76] slides,total Top Word Pairs in Tweet in G5:
[13] machine,learning [13] tensorflow,js [10] pytorch,tensorflow [10] deep,learning [10] learning,tensorflow [9] gradio,爆速で機械学習アプリを作る [9] 爆速で機械学習アプリを作る,pytorch [9] tensorflow,scikit [9] scikit,learnの好きなモデルで遊ぼう [9] learnの好きなモデルで遊ぼう,はやぶさの技術ノート Top Word Pairs in Tweet in G6:
[53] #bigdata,#analytics [48] #analytics,#datascience [48] #iot,#iiot [38] machine,learning [37] #python,#rstats [33] bylilyv,#featured [33] #featured,#courses [33] #courses,#data [33] #data,#science [33] #science,course Top Word Pairs in Tweet in G7:
[63] start,doing [63] doing,distributed [63] distributed,training [63] training,cloud [63] cloud,adding [63] adding,one [63] one,line [63] line,project [63] project,code [63] code,changes Top Word Pairs in Tweet in G8:
[3] openai,tensorflow [2] portmane,isogg [2] isogg,nihdirector [2] nihdirector,geneticjen [2] geneticjen,carlzimmer [2] carlzimmer,sarahzhang [2] sarahzhang,aaas [2] aaas,sciam [2] sciam,betsydevosed [2] betsydevosed,hilariabaldwin Top Word Pairs in Tweet in G9:
[74] machine,learning [66] data,science [65] science,tools [65] tools,data [65] data,driven [65] driven,decision [65] decision,making [65] making,machine [65] learning,scalable [65] scalable,platforms Top Word Pairs in Tweet in G10:
[54] statistical,rethinking [54] rethinking,2nd [54] 2nd,edition [54] edition,lists [54] lists,code [54] code,conversions [54] conversions,raw [54] raw,stan [54] stan,tidyverse [54] tidyverse,brms Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G9:
Top Tweeters in G10: