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tensorflowjs_2018-08-09_22-02-36.xlsx
tensorflowjs_2018-08-09_22-02-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 10, 2018
Short Description:
tensorflowjs via NodeXL http://bit.ly/2KM7x0G
@tensorflow
@sqcai
@lmoroney
@justadudewhohax
@gp_pulipaka
@geekonsteroids
@marcelogbastos
@tensorflowjs
@submarineering
@javascriptd

Top hashtags:
#tensorflowjs
#javascript
#ai
#machinelearning
#tensorflow
#deeplearning

Description:
Description
The graph represents a network of 313 Twitter users whose tweets in the requested range contained "tensorflowjs", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 10 August 2018 at 05:02 UTC.

The requested start date was Friday, 10 August 2018 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 13-day, 23-hour, 49-minute period from Friday, 27 July 2018 at 00:05 UTC to Thursday, 09 August 2018 at 23:54 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


Overall Graph Metrics
Vertices : 313
Unique Edges : 485
Edges With Duplicates : 108
Total Edges : 593
Number of Edge Types : 3
Mentions : 519
Replies to : 11
Tweet : 63
Self-Loops : 63
Reciprocated Vertex Pair Ratio : 0.0104602510460251
Reciprocated Edge Ratio : 0.020703933747412
Connected Components : 27
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 272
Maximum Edges in a Connected Component : 553
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.633703
Graph Density : 0.00494593266158761
Modularity : 0.607577
NodeXL Version : 1.0.1.402

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://shiropen.com/seamless/abhishek-tensorflowjs
[7] https://medium.com/tensorflow/a-gentle-introduction-to-tensorflow-js-dba2e5257702
[4] https://twitter.com/rocksetta/status/1026149692571144192
[4] https://thekevinscott.com/tensorflowjs-hello-world/
[4] https://medium.com/tensorflow/predicting-balls-and-strikes-using-tensorflow-js-2acf1d7a447c
[3] https://www.youtube.com/watch?v=4vN1tHpCkA0&list=PLQY2H8rRoyvwLbzbnKJ59NkZvQAW9wLbx&t=0s&index=2&linkId=55260036

[3] https://twitter.com/BrianBreiholz/status/1026193114342608896
[3] https://github.com/justadudewhohacks/face-api.js
[2] https://github.com/rodrigopivi/aida
[2] https://github.com/jakesgordon/javascript-racer/blob/master/index.html

Top URLs in Tweet in G1:
[2] https://www.youtube.com/watch?v=4vN1tHpCkA0&list=PLQY2H8rRoyvwLbzbnKJ59NkZvQAW9wLbx&t=0s&index=2&linkId=55260036

[1] https://twitter.com/i/web/status/1027656290775064577
[1] https://twitter.com/i/web/status/993905922589241346
[1] https://twitter.com/i/web/status/1027687026144014336
[1] https://medium.com/tensorflow/a-gentle-introduction-to-tensorflow-js-dba2e5257702

Top URLs in Tweet in G2:
[8] https://shiropen.com/seamless/abhishek-tensorflowjs
[3] https://github.com/justadudewhohacks/face-api.js
[1] https://twitter.com/i/web/status/1022581198831411201
[1] https://medium.com/m/global-identity?redirectUrl=https://itnext.io/realtime-javascript-face-tracking-and-face-recognition-using-face-api-js-mtcnn-face-detector-d924dd8b5740
[1] https://itnext.io/face-api-js-javascript-api-for-face-recognition-in-the-browser-with-tensorflow-js-bcc2a6c4cf07
[1] https://justadudewhohacks.github.io/face-api.js/

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/995789835947335680
[1] https://twitter.com/i/web/status/1026854206744023040
[1] https://github.com/tensorflow/tfjs-examples/tree/master/cart-pole
[1] https://storage.googleapis.com/tfjs-examples/cart-pole/dist/index.html
[1] https://twitter.com/BrianBreiholz/status/1026193114342608896

Top URLs in Tweet in G4:
[2] https://twitter.com/BrianBreiholz/status/1026193114342608896
[1] http://rocksetta.com/tensorflowjs/beginner-keras/26keras-small-image.html
[1] https://hpssjellis.github.io/beginner-tensorflowjs-examples-in-javascript/beginner-keras/23keras-digital.html
[1] https://hpssjellis.github.io/beginner-tensorflowjs-examples-in-javascript/beginner-keras/24keras-one-hot.html
[1] https://twitter.com/i/web/status/1025419743912550400
[1] https://twitter.com/i/web/status/1026149692571144192
[1] https://twitter.com/i/web/status/1027230286730256384
[1] https://twitter.com/i/web/status/1027416441530724352
[1] https://twitter.com/i/web/status/1023100781942124544
[1] https://thekevinscott.com/dealing-with-mnist-image-data-in-tensorflowjs/

Top URLs in Tweet in G5:
[1] https://medium.com/tensorflow/introducing-tensorflow-js-machine-learning-in-javascript-bf3eab376db
[1] https://twitter.com/LabOfOz/status/996603307589189632
[1] https://github.com/labofoz/seeclarke
[1] https://codepen.io/labofoz/pen/RBWvBp?editors=0010
[1] https://twitter.com/i/web/status/1022647476656820224
[1] https://twitter.com/i/web/status/1026380321175089152

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=xYD9dgGZGlY

[1] https://www.artificial-intelligence.blog/education/machine-learning-in-javascript-with-tensorflowjs?utm_source=dlvr.it&utm_medium=twitter
[1] https://emojiscavengerhunt.withgoogle.com/
[1] https://github.com/repetere/tensorscript
[1] https://twitter.com/i/web/status/1026196189459431425
[1] https://twitter.com/i/web/status/1026454744347406336
[1] https://www.youtube.com/watch?v=4vN1tHpCkA0&feature=share

[1] https://medium.com/tensorflow/a-gentle-introduction-to-tensorflow-js-dba2e5257702
[1] https://twitter.com/i/web/status/1026961253808234496
[1] https://twitter.com/i/web/status/1027473780396834817

Top URLs in Tweet in G7:
[4] https://twitter.com/rocksetta/status/1026149692571144192
[4] https://thekevinscott.com/tensorflowjs-hello-world/
[1] https://twitter.com/i/web/status/1027407253408628736
[1] https://twitter.com/i/web/status/1026697661167140864
[1] https://medium.com/tensorflow/tf-jam-shooting-hoops-with-machine-learning-7a96e1236c32
[1] https://www.youtube.com/watch?v=wjd-ng_cbTg

[1] https://twitter.com/TDataScience/status/1023336817704230912
[1] https://twitter.com/rocksetta/status/1023596559659749377
[1] https://www.youtube.com/watch?v=4vN1tHpCkA0&list=PLQY2H8rRoyvwLbzbnKJ59NkZvQAW9wLbx&t=0s&index=2&linkId=55260036


Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1026309416612638723
[1] https://twitter.com/i/web/status/1020132699175116802

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1025530324040671232
[1] https://twitter.com/i/web/status/1026538063957315585
[1] https://medium.com/@oninross/identifying-objects-using-your-browser-b4227d7e8104
[1] https://dev.photils.app
[1] https://github.com/scheckmedia/photils
[1] https://stackoverflow.com/questions/51545231/having-trouble-transforming-tensor-created-by-tf-frompixels

Top URLs in Tweet in G10:
[5] https://medium.com/tensorflow/a-gentle-introduction-to-tensorflow-js-dba2e5257702
[2] https://github.com/jakesgordon/javascript-racer/blob/master/index.html
[1] https://twitter.com/i/web/status/1027200425076908032
[1] https://twitter.com/i/web/status/1026485239152103424
[1] https://twitter.com/i/web/status/1027570196381396993
[1] http://advancedintegrals.com/tfjs.html
[1] https://twitter.com/InBrowserAI/status/1026485239152103424

Top Domains
Top Domains in Tweet in Entire Graph:
[47] twitter.com
[16] medium.com
[12] github.com
[8] shiropen.com
[7] youtube.com
[6] github.io
[5] thekevinscott.com
[2] codepen.io
[1] rocksetta.com
[1] photils.app

Top Domains in Tweet in G1:
[3] twitter.com
[2] youtube.com
[1] medium.com

Top Domains in Tweet in G2:
[8] shiropen.com
[3] github.com
[1] twitter.com
[1] medium.com
[1] itnext.io
[1] github.io

Top Domains in Tweet in G3:
[3] twitter.com
[1] github.com
[1] googleapis.com

Top Domains in Tweet in G4:
[9] twitter.com
[3] github.io
[1] rocksetta.com
[1] thekevinscott.com
[1] codepen.io

Top Domains in Tweet in G5:
[3] twitter.com
[1] medium.com
[1] github.com
[1] codepen.io

Top Domains in Tweet in G6:
[9] twitter.com
[2] youtube.com
[1] artificial-intelligence.blog
[1] withgoogle.com
[1] github.com
[1] medium.com

Top Domains in Tweet in G7:
[8] twitter.com
[4] thekevinscott.com
[2] youtube.com
[1] medium.com

Top Domains in Tweet in G8:
[2] twitter.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] medium.com
[1] photils.app
[1] github.com
[1] stackoverflow.com

Top Domains in Tweet in G10:
[5] medium.com
[4] twitter.com
[2] github.com
[1] advancedintegrals.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[134] tensorflowjs
[57] javascript
[47] ai
[38] machinelearning
[36] tensorflow
[30] deeplearning
[25] datascience
[21] bigdata
[21] analytics
[19] nodejs



Top Hashtags in Tweet in G1:
[31] tensorflowjs
[5] day8
[2] codingtensorflow
[1] posenet
[1] inbrowserai
[1] tensorflow
[1] 100daysofcode

Top Hashtags in Tweet in G2:
[25] tensorflowjs
[23] javascript
[6] tensorflow
[5] sep
[4] facerecognition
[3] js
[2] facedetection
[1] yolo
[1] 100daysofmlcode
[1] bigdata

Top Hashtags in Tweet in G3:
[7] tensorflowjs
[2] nodejs
[1] posenet

Top Hashtags in Tweet in G4:
[12] javascript
[6] cheatsheet
[5] tensorflowjs
[5] ai
[4] deeplearning
[2] examples
[2] keraslayers
[2] machinelearning
[2] posenet
[1] tutorial

Top Hashtags in Tweet in G5:
[4] tensorflowjs
[3] javascript
[3] development
[3] programming
[3] technology
[2] machinelearning
[2] 100daysofmlcode
[2] drakechallenge
[1] innovation
[1] thefuture

Top Hashtags in Tweet in G6:
[10] tensorflowjs
[4] ai
[2] machinelearning
[2] aiexperiments
[1] tfjs
[1] websitephishing
[1] classification
[1] tensorflow
[1] ml
[1] keras

Top Hashtags in Tweet in G7:
[19] tensorflowjs
[15] ai
[10] tensorflow
[9] machinelearning
[8] ml
[8] dl
[8] python
[8] pydata
[6] javascript
[5] html

Top Hashtags in Tweet in G8:
[17] bigdata
[17] analytics
[17] deeplearning
[16] datascience
[15] machinelearning
[15] ai
[2] iot
[1] iiot
[1] python
[1] rstats

Top Hashtags in Tweet in G9:
[15] tensorflowjs
[11] nodejs
[7] windows
[7] tensorflow
[4] js
[3] machinelearning
[3] webdevelopment
[3] pwa
[2] javascript
[2] ai

Top Hashtags in Tweet in G10:
[9] tensorflowjs
[6] javascript
[6] tensorflow
[5] inbrowserai
[4] machinelearning
[1] deeplearning
[1] datascience

Top Words
Top Words in Tweet in Entire Graph:
[297] Words in Sentiment List#1: Positive
[52] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8571] Non-categorized Words
[8920] Total Words
[200] tensorflow
[175] tensorflowjs
[129] face
[118] js
[114] browser

Top Words in Tweet in G1:
[92] tensorflow
[85] train
[85] lmoroney
[67] time
[66] once
[66] dataset
[66] ready
[66] create
[66] neural
[66] network

Top Words in Tweet in G2:
[113] face
[63] api
[52] js
[30] justadudewhohax
[29] detection
[29] browser
[26] now
[25] tensorflowjs
[23] javascript
[23] check

Top Words in Tweet in G3:
[35] browser
[33] sqcai
[33] learning
[32] reinforcement
[31] cart
[31] pole
[31] control
[31] problem
[31] hello
[31] world

Top Words in Tweet in G4:
[24] tensorflowjs
[15] browser
[14] javascript
[13] using
[9] 0
[8] 1
[8] ai
[7] tensorflow
[7] keras
[7] working

Top Words in Tweet in G5:
[18] using
[16] ai
[15] labofoz
[15] sirajraval
[15] help
[15] people
[15] disabilities
[15] use
[15] web
[15] worked

Top Words in Tweet in G6:
[13] tensorflowjs
[9] tensorflow
[9] ã
[5] ai
[4] js
[4] browser
[4] train
[3] models
[3] learning
[3] javascript

Top Words in Tweet in G7:
[21] tensorflow
[16] tensorflowjs
[15] js
[15] ai
[10] submarineering
[9] machinelearning
[8] node
[8] ml
[8] dl
[8] python

Top Words in Tweet in G8:
[17] bigdata
[17] analytics
[17] deeplearning
[16] tensorflow
[16] js
[16] datascience
[15] predicting
[15] balls
[15] strikes
[15] using

Top Words in Tweet in G9:
[22] tensorflowjs
[11] nodejs
[11] tensorflow
[8] js
[7] javascript
[7] few
[7] hurdles
[7] finally
[7] cycles
[7] finish

Top Words in Tweet in G10:
[99] ø
[90] ù
[16] inbrowserai
[14] tensorflowjs
[11] øªø
[8] zaidalyafeai
[8] interactive
[8] learning
[7] tensorflow
[7] ùšù

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[81] neural,network
[79] once,dataset
[79] dataset,ready
[79] time,create
[79] create,neural
[79] network,train
[79] train,model
[79] model,classify
[78] tensorflow,once
[78] ready,time

Top Word Pairs in Tweet in G1:
[66] once,dataset
[66] dataset,ready
[66] time,create
[66] create,neural
[66] neural,network
[66] network,train
[66] train,model
[66] model,classify
[66] classify,future
[66] future,data

Top Word Pairs in Tweet in G2:
[47] face,api
[47] api,js
[24] face,detection
[24] js,now
[22] face,recognition
[18] check,out
[17] mtcnn,face
[16] javascript,face
[16] detection,face
[16] recognition,browser

Top Word Pairs in Tweet in G3:
[32] reinforcement,learning
[31] cart,pole
[31] pole,control
[31] control,problem
[31] problem,hello
[31] hello,world
[31] world,reinforcement
[31] learning,example
[31] example,solve
[31] solve,browser

Top Word Pairs in Tweet in G4:
[8] javascript,browser
[7] using,javascript
[6] 0,0
[6] 1,1
[6] looking,keras
[6] keras,cheatsheet
[6] cheatsheet,tensorflowjs
[6] tensorflowjs,using
[6] browser,found
[6] found,amazing

Top Word Pairs in Tweet in G5:
[15] sirajraval,using
[15] using,ai
[15] ai,help
[15] help,people
[15] people,disabilities
[15] disabilities,use
[15] use,web
[15] web,worked
[15] worked,5
[15] 5,months

Top Word Pairs in Tweet in G6:
[5] ã,ã
[4] tensorflow,js
[3] neural,network
[2] machine,learning
[2] learning,javascript
[2] real,world
[2] world,using
[2] emoji,scavenger
[2] scavenger,hunt
[2] tensorflow,train

Top Word Pairs in Tweet in G7:
[11] tensorflow,js
[8] python,pydata
[7] ml,dl
[5] javascript,html
[5] tensorflowjs,nodejs
[5] ai,machinelearning
[5] opensource,datascience
[5] hello,world
[4] machine,learning
[4] learning,node

Top Word Pairs in Tweet in G8:
[17] bigdata,analytics
[17] analytics,deeplearning
[15] predicting,balls
[15] balls,strikes
[15] strikes,using
[15] using,tensorflow
[15] tensorflow,js
[15] js,bigdata
[15] deeplearning,machinelearning
[15] datascience,ai

Top Word Pairs in Tweet in G9:
[7] few,hurdles
[7] hurdles,finally
[7] finally,cycles
[7] cycles,finish
[7] finish,windows
[7] windows,cpu
[7] cpu,support
[7] support,tensorflowjs
[7] tensorflowjs,nodejs
[7] nodejs,bindings

Top Word Pairs in Tweet in G10:
[41] ø,ù
[37] ø,ø
[34] ù,ø
[24] ù,ù
[10] øªø,ù
[6] javascript,tensorflow
[5] start,tensorflowjs
[5] tensorflowjs,gentle
[5] gentle,introduction
[5] introduction,zaidalyafeai

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tensorflow
@lmoroney
@sqcai
@justadudewhohax
@tensorflowjs
@marcelogbastos
@labofoz
@sirajraval
@gp_pulipaka
@inbrowserai

Top Mentioned in G1:
@tensorflow
@lmoroney
@gourabalam
@psybercity
@inbrowserai
@zaidalyafeai
@sqcai

Top Mentioned in G2:
@justadudewhohax
@marcelogbastos
@shiropen2
@jslovers_del
@hellonehha
@tensorflow
@lmoroney
@labofoz
@gp_pulipaka
@mishraasoumyaa

Top Mentioned in G3:
@sqcai
@tensorflow
@lmoroney
@tensorflowjs
@justadudewhohax
@thomasj
@williamngan
@taylorbaldwin

Top Mentioned in G4:
@tensorflowjs
@rocksetta
@sqcai
@keras
@ire_alva
@oveddan
@tensorflow
@lmoroney
@expwithgoogle
@jfriedhoff

Top Mentioned in G5:
@sirajraval
@labofoz
@weareevermore
@tensorflow
@lmoroney
@gp_pulipaka
@erinkhoo
@google
@ihiaadj

Top Mentioned in G7:
@submarineering
@jepedesu
@theorbifold
@ariapahlavan
@sqcai

Top Mentioned in G8:
@gp_pulipaka
@justadudewhohax
@nishant_shastry

Top Mentioned in G9:
@nkreeger
@sqcai
@justadudewhohax
@tensorflow
@oninross
@marcelogbastos
@lmoroney
@random_forests
@nsthorat
@scheckmedia

Top Mentioned in G10:
@inbrowserai
@zaidalyafeai
@tensorflowjs
@pmigdal
@google
@tensorflow
@lmoroney

Top Tweeters
Top Tweeters in Entire Graph:
@indiegamedevbot
@arkangelscrap
@javascriptd
@itknowingness
@pvalsfr
@rosenchild
@nishant_shastry
@umesh5152
@vaaaaanquish
@ericserati68

Top Tweeters in G1:
@rosenchild
@vaaaaanquish
@_30days30sites
@hubbucket
@_100daysofcode
@octonion
@kunjee
@100xcode
@glenbeer
@tagoma_tech

Top Tweeters in G2:
@umesh5152
@ericserati68
@davidpich
@saipathudut
@titanve
@jetrubyagency
@jcgo810326
@newtonmunene_yg
@soci
@js_bits

Top Tweeters in G3:
@quebec_ai
@stevenbeeckman
@desireyavro
@bigsnarfdude
@thomasj
@taylorbaldwin
@c_nich
@wuaspress
@xtan
@dyanchenko

Top Tweeters in G4:
@itknowingness
@pvalsfr
@aaroncuddeback
@ceobillionaire
@montreal_ai
@montreal_ia
@dpassionne
@prithvirajdey7
@raspberry_pi
@jfriedhoff

Top Tweeters in G5:
@machinelearn_d
@dakid_genius
@robertoruffoni
@kouroshmeshgi
@frawzey
@erinkhoo
@100daysofmlcode
@recplayrewind
@_haronasy
@gubayuhjin

Top Tweeters in G6:
@sirdom__
@thepracticaldev
@mwendamugendi
@curated_data
@yawetse
@luiguild
@_la_ssi_
@nattaherma
@rahulsahay19
@charlesrct

Top Tweeters in G7:
@indiegamedevbot
@tsundu_mak
@html_css_bot
@phoenixgyaan
@nvsdata
@jepedesu
@cyainz
@amankhanna
@brainroaring
@msarozz

Top Tweeters in G8:
@arkangelscrap
@nishant_shastry
@gdorn1
@_reactdev
@levilball
@serverlessfan
@gp_pulipaka
@simplivllc
@deepsingularity
@max_lyashko

Top Tweeters in G9:
@javascriptd
@nkreeger
@node_stack
@yangfm688
@occhiphaura
@nsthorat
@random_forests
@fruxinfo
@aryanizr
@oninross

Top Tweeters in G10:
@google
@observe5000
@technojederbig
@pmigdal
@karol_majek
@gamerworks
@kstepniowska
@zaidalyafeai
@jeffrey_detras
@i99666