tensorflowjs, Twitter, 3/21/2021 4:41:03 PM, 250953


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tensorflowjs_2021-03-20_20-46-40.xlsx
tensorflowjs_2021-03-20_20-46-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 21, 2021
Short Description:
tensorflowjs via NodeXL https://bit.ly/3r91UPx
@gantlaborde
@jason_mayes
@thejsnation
@friday_js_bot
@shybot7
@bot_tensorflow
@howdevelop
@ponpokofamilly
@morolswediu
@devvibesbot

Top hashtags:
#tensorflowjs
#tensorflow
#javascript
#machinelearning
#mixnmatch
#gan

Description:
Description
The graph represents a network of 156 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 Sunday, 21 March 2021 at 03:46 UTC.

The requested start date was Sunday, 21 March 2021 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 12-day, 18-hour, 41-minute period from Sunday, 07 March 2021 at 14:48 UTC to Saturday, 20 March 2021 at 09:29 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 : 156
Unique Edges : 83
Edges With Duplicates : 374
Total Edges : 457
Number of Edge Types : 5
Tweet : 41
Retweet : 166
MentionsInRetweet : 220
Replies to : 10
Mentions : 20
Self-Loops : 41
Reciprocated Vertex Pair Ratio : 0.0142857142857143
Reciprocated Edge Ratio : 0.028169014084507
Connected Components : 19
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 125
Maximum Edges in a Connected Component : 428
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.651498
Graph Density : 0.00880893300248139
Modularity : 0.381594
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 156 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 Sunday, 21 March 2021 at 03:46 UTC.

The requested start date was Sunday, 21 March 2021 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 12-day, 18-hour, 41-minute period from Sunday, 07 March 2021 at 14:48 UTC to Saturday, 20 March 2021 at 09:29 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 : tensorflowjs
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[11] https://codelabs.developers.google.com/codelabs/tensorflowjs-convert-python-savedmodel#
[9] https://www.couponed12.com/2021/03/tensorflowjs-build-image-classifier.html
[9] https://towardsdatascience.com/how-to-use-tensorflow-js-in-react-js-object-detection-98b3782f08c2?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[8] https://hackernoon.com/we-built-a-face-and-mask-detection-web-app-for-google-chrome-836n33aq
[8] https://randomwalkjapan.blogspot.com/2020/12/tensorflowjsthe-world-of-tensorflowjs.html
[6] https://stackoverflow.com/questions/66560047/error-resolutionimpossible-while-installing-tensorflowjs
[4] https://towardsdatascience.com/tensorflow-js-blueprint-app-e39654b2b44a?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[3] https://www.oreilly.com/library/view/learning-tensorflowjs/9781492090786/cover.html
[1] https://emojiscavengerhunt.withgoogle.com/
[1] https://twitter.com/i/web/status/1373027734524358656

Top URLs in Tweet in G1:
[3] https://www.oreilly.com/library/view/learning-tensorflowjs/9781492090786/cover.html
[3] https://towardsdatascience.com/tensorflow-js-blueprint-app-e39654b2b44a?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/i/web/status/1366473478770163712
[1] https://twitter.com/i/web/status/1373031576079056905
[1] https://twitter.com/mervenoyann/status/1370057191785369601
[1] https://towardsdatascience.com/how-to-use-tensorflow-js-in-react-js-object-detection-98b3782f08c2?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/i/web/status/1368790720241229825
[1] https://hackernoon.com/we-built-a-face-and-mask-detection-web-app-for-google-chrome-836n33aq
[1] https://kommunity.com/svitla-systems/events/svitla-smart-talk-adventures-in-tensorflowjs-aa7f38b0
[1] https://twitter.com/i/web/status/1371406564041572356

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1373027734524358656
[1] https://github.com/jasonmayes/Real-Time-Person-Removal
[1] https://twitter.com/i/web/status/1369695051387965445
[1] https://twitter.com/i/web/status/1370579301695885314
[1] https://docs.google.com/document/d/1TmiAqksKE9HqLll9y2j3vozToh7DnzlpP_EVJ2uGvVY/edit#heading=h.npuo772co0sz
[1] https://summerofcode.withgoogle.com/
[1] https://twitter.com/i/web/status/1370099065086562304

Top URLs in Tweet in G3:
[11] https://codelabs.developers.google.com/codelabs/tensorflowjs-convert-python-savedmodel#
[7] https://towardsdatascience.com/how-to-use-tensorflow-js-in-react-js-object-detection-98b3782f08c2?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[5] https://stackoverflow.com/questions/66560047/error-resolutionimpossible-while-installing-tensorflowjs
[1] https://twitter.com/i/web/status/1369551354918805506
[1] https://codelabs.developers.google.com/codelabs/tensorflowjs-convert-python-savedmodel?linkId=111897483#0
[1] https://twitter.com/i/web/status/1370621349530640384
[1] https://twitter.com/i/web/status/1370621103475920898

Top URLs in Tweet in G4:
[9] https://www.couponed12.com/2021/03/tensorflowjs-build-image-classifier.html
[1] https://briefly.co/anchor/JavaScript/story/tensorflowjs-blueprint-app?f=bresaola&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=JavaScript
[1] https://briefly.co/anchor/JavaScript/story/how-to-use-tensorflowjs-in-reactjsobject-detection?f=bresaola&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=JavaScript
[1] https://briefly.co/anchor/JavaScript/story/how-to-use-tensorflowjs-in-reactjs-object-detection?f=bresaola&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=JavaScript
[1] https://stackoverflow.com/questions/66560047/error-resolutionimpossible-while-installing-tensorflowjs
[1] https://towardsdatascience.com/how-to-use-tensorflow-js-in-react-js-object-detection-98b3782f08c2?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[8] https://randomwalkjapan.blogspot.com/2020/12/tensorflowjsthe-world-of-tensorflowjs.html
[1] https://twitter.com/i/web/status/1371803609793323010
[1] https://twitter.com/i/web/status/1371626493181190146
[1] https://twitter.com/i/web/status/1348809230611046402

Top URLs in Tweet in G6:
[1] https://towardsdatascience.com/tensorflow-js-blueprint-app-e39654b2b44a?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[1] https://dzone.com/articles/react-and-tensorflowjs

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=9gsaFWBOM_U&feature=youtu.be

[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DPNEDvkKcXf0&q=EgS4SO-bGKuD24IGIhkA8aeDS1F5_Mzx_mLvoM-PbzgBHHVUwFNsMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DWIHZ7kjJ35o&q=EgS4SO-bGKyD24IGIhkA8aeDS2Fi_LaqHN9bqvUkLjaIgFLmzhgyMgFy
[1] https://twitter.com/LWJShow/status/1369694546267881490
[1] https://twitter.com/i/web/status/1370045155906965510
[1] https://www.meetup.com/tensorflow-ug-sydney/events/276262668/

Top URLs in Tweet in G8:
[1] http://andrejusb.blogspot.com/2021/03/tensorflowjs-blueprint-app-step-by-step.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://medium.com/silicon-valley-global-news/webar-wearable-digital-fashion-nft-dnn-shape-completion-dnn-animations-gan-synthesis-sensors-39ff447fef04
[1] https://jameshfisher.com/2021/03/09/how-to-export-a-model-for-tensorflowjs/
[1] https://codelabs.developers.google.com/codelabs/tensorflowjs-convert-python-savedmodel#0
[1] https://twitter.com/i/web/status/1370548989276213251
[1] https://www.oreilly.com/library/view/learning-tensorflowjs/9781492090786/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DdoUZCRMXEcI%26ab_channel%3DUGIdotNET&q=EgS4SO-bGKOD24IGIhkA8aeDS18UWzQwUfZHQVVuc6ZsfXUOq9HvMgFy
[1] https://emojiscavengerhunt.withgoogle.com/

Top URLs in Tweet in G9:
[7] https://hackernoon.com/we-built-a-face-and-mask-detection-web-app-for-google-chrome-836n33aq

Top Domains
Top Domains in Tweet in Entire Graph:
[21] twitter.com
[17] google.com
[13] towardsdatascience.com
[9] couponed12.com
[9] blogspot.com
[8] hackernoon.com
[6] briefly.co
[6] stackoverflow.com
[4] oreilly.com
[2] withgoogle.com

Top Domains in Tweet in G1:
[5] twitter.com
[4] towardsdatascience.com
[3] oreilly.com
[1] hackernoon.com
[1] kommunity.com

Top Domains in Tweet in G2:
[4] twitter.com
[1] github.com
[1] google.com
[1] withgoogle.com

Top Domains in Tweet in G3:
[12] google.com
[7] towardsdatascience.com
[5] stackoverflow.com
[3] twitter.com

Top Domains in Tweet in G4:
[9] couponed12.com
[3] briefly.co
[1] stackoverflow.com
[1] towardsdatascience.com

Top Domains in Tweet in G5:
[8] blogspot.com
[3] twitter.com

Top Domains in Tweet in G6:
[1] towardsdatascience.com
[1] dzone.com

Top Domains in Tweet in G7:
[2] google.com
[2] twitter.com
[1] youtube.com
[1] meetup.com

Top Domains in Tweet in G8:
[2] google.com
[1] blogspot.com
[1] medium.com
[1] jameshfisher.com
[1] twitter.com
[1] oreilly.com
[1] withgoogle.com

Top Domains in Tweet in G9:
[7] hackernoon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[82] tensorflowjs
[55] tensorflow
[46] javascript
[31] machinelearning
[23] mixnmatch
[23] gan
[16] react
[14] js
[11] tf
[10] reactjs



Top Hashtags in Tweet in G1:
[27] tensorflowjs
[11] javascript
[6] tensorflow
[5] machinelearning
[3] react
[1] objectdetection
[1] 機械学習
[1] prototype
[1] svitlasmarttalk

Top Hashtags in Tweet in G2:
[16] mixnmatch
[16] gan
[9] tensorflowjs
[6] google
[6] code
[3] javascript
[2] prototype
[1] madewithtfjs
[1] webdev
[1] web

Top Hashtags in Tweet in G3:
[25] tensorflow
[12] tensorflowjs
[7] machinelearning
[7] objectdetection
[7] reactjs
[5] tensorflowjsconverter
[5] tfjs
[5] android
[5] gan
[5] mixnmatch

Top Hashtags in Tweet in G4:
[17] tensorflow
[13] js
[9] tech
[8] tensorflowjs
[7] javascript
[6] tf
[4] machinelearning
[2] python
[1] 機械学習
[1] augmentedreality

Top Hashtags in Tweet in G5:
[11] tensorflowjs
[11] javascript
[11] machinelearning
[7] ai
[5] kids
[3] tensorflow
[3] 機械学習
[3] 子供
[3] bibliotecas
[3] aprendizaje

Top Hashtags in Tweet in G6:
[11] react
[3] javascript
[2] machinelearning
[2] tensorflowjs
[2] tensorflow
[1] 機械学習
[1] learntocode
[1] 100daysofcode
[1] tf

Top Hashtags in Tweet in G7:
[3] tensorflowjs
[2] madewithtfjs
[1] tfeverywhere2021
[1] tensorflow
[1] machinelearning

Top Hashtags in Tweet in G8:
[3] tensorflowjs
[2] deeplearning
[2] aria
[1] future
[1] augmentedreality
[1] fashion
[1] fashiontechnology
[1] webxr
[1] wearablecomputing
[1] marsperseverance

Top Hashtags in Tweet in G9:
[7] javascript
[7] tensorflowjs

Top Words
Top Words in Tweet in Entire Graph:
[114] tensorflow
[114] js
[82] #tensorflowjs
[55] #tensorflow
[50] book
[46] #javascript
[37] gantlaborde
[35] learning
[33] jason_mayes
[32] react

Top Words in Tweet in G1:
[42] book
[29] gantlaborde
[27] #tensorflowjs
[19] incoming
[19] tweet
[19] storm
[19] happy
[19] announce
[19] oreillymedia
[19] geared

Top Words in Tweet in G2:
[21] jason_mayes
[18] backgrounds
[17] check
[16] #mixnmatch
[16] #gan
[16] allows
[16] mix
[16] shape
[16] texture
[16] pose

Top Words in Tweet in G3:
[42] js
[33] tensorflow
[25] #tensorflow
[15] python
[12] react
[12] #tensorflowjs
[11] convert
[11] savedmodel
[11] format
[10] gt

Top Words in Tweet in G4:
[31] js
[31] tensorflow
[17] #tensorflow
[13] #js
[13] react
[9] use
[9] build
[9] image
[9] classifier
[9] using

Top Words in Tweet in G5:
[11] #tensorflowjs
[11] #javascript
[11] #machinelearning
[8] library
[8] machine
[8] learning
[8] develop
[8] models
[8] javascript
[8] use

Top Words in Tweet in G6:
[20] morning
[11] #react
[11] learning
[10] early
[10] reading
[10] take
[10] time
[10] dzoneinc's
[10] video
[10] including

Top Words in Tweet in G7:
[20] tensorflow
[12] sydney
[8] everywhere
[5] speaking
[5] hosted
[5] tfug
[5] introduction
[5] js
[5] howdevelop
[3] #tensorflowjs

Top Words in Tweet in G8:
[4] tensorflow
[4] js
[3] #tensorflowjs
[3] web
[2] step
[2] #deeplearning
[2] #aria
[2] model
[2] modelo
[2] haz

Top Words in Tweet in G9:
[7] built
[7] face
[7] mask
[7] detection
[7] web
[7] app
[7] google
[7] chrome
[7] #javascript
[7] #tensorflowjs

Top Words in Tweet in G10:
[4] code
[4] javascript
[4] bisa
[4] dipake
[4] buat
[4] machine
[4] learning
[4] ai
[4] gak
[4] masing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[86] tensorflow,js
[24] js,react
[23] incoming,tweet
[23] tweet,storm
[23] storm,happy
[23] happy,announce
[23] announce,#tensorflowjs
[23] #tensorflowjs,book
[23] book,oreillymedia
[23] oreillymedia,book

Top Word Pairs in Tweet in G1:
[19] incoming,tweet
[19] tweet,storm
[19] storm,happy
[19] happy,announce
[19] announce,#tensorflowjs
[19] #tensorflowjs,book
[19] book,oreillymedia
[19] oreillymedia,book
[19] book,geared
[18] gantlaborde,incoming

Top Word Pairs in Tweet in G2:
[16] check,#mixnmatch
[16] #mixnmatch,#gan
[16] #gan,allows
[16] allows,mix
[16] mix,backgrounds
[16] backgrounds,shape
[16] shape,texture
[16] texture,pose
[16] pose,produce
[16] produce,image

Top Word Pairs in Tweet in G3:
[33] tensorflow,js
[11] js,convert
[11] convert,python
[11] python,savedmodel
[11] savedmodel,tensorflow
[11] js,format
[11] format,#tensorflow
[8] pythonbot_,tensorflow
[7] use,tensorflow
[7] js,react

Top Word Pairs in Tweet in G4:
[22] tensorflow,js
[11] js,react
[9] js,build
[9] build,image
[9] image,classifier
[9] classifier,using
[9] using,tensorflow
[9] tensorflow,udemy
[9] udemy,#tech
[9] #tech,#tensorflow

Top Word Pairs in Tweet in G5:
[8] #tensorflowjs,library
[8] library,machine
[8] machine,learning
[8] learning,#javascript
[8] #javascript,develop
[8] develop,#machinelearning
[8] #machinelearning,models
[8] models,javascript
[8] javascript,use
[8] use,ml

Top Word Pairs in Tweet in G6:
[10] early,morning
[10] morning,reading
[10] reading,take
[10] take,time
[10] time,learning
[10] learning,morning
[10] morning,dzoneinc's
[10] dzoneinc's,video
[10] video,including
[10] including,#react

Top Word Pairs in Tweet in G7:
[8] tensorflow,everywhere
[7] everywhere,sydney
[5] speaking,tensorflow
[5] sydney,hosted
[5] hosted,tfug
[5] tfug,sydney
[5] sydney,introduction
[5] introduction,tensorflow
[5] tensorflow,js
[5] js,tensorflow

Top Word Pairs in Tweet in G8:
[4] tensorflow,js

Top Word Pairs in Tweet in G9:
[7] built,face
[7] face,mask
[7] mask,detection
[7] detection,web
[7] web,app
[7] app,google
[7] google,chrome
[7] chrome,#javascript
[7] #javascript,#tensorflowjs
[5] hackernoon,built

Top Word Pairs in Tweet in G10:
[4] code,javascript
[4] javascript,bisa
[4] bisa,dipake
[4] dipake,buat
[4] buat,machine
[4] machine,learning
[4] learning,ai
[4] ai,gak
[4] gak,masing
[4] masing,bingung

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gantlaborde
@jason_mayes
@oreillymedia
@thejsnation
@dzoneinc
@searchablerosie
@udemy
@ponpokofamilly
@tensorflow
@blackfreeniken

Top Mentioned in G1:
@gantlaborde
@oreillymedia
@svitlasystemsin
@jason_mayes
@mervenoyann
@googledevexpert
@drmattcrowson
@howdevelop
@tensorflow
@hackernoon

Top Mentioned in G2:
@jason_mayes
@gantlaborde
@thejsnation
@google

Top Mentioned in G3:
@pythonbot_
@mcqubit
@jason_mayes
@overflow_meme
@googledevbr
@theyurij
@ponpokofamilly
@iambriangraham
@gantlaborde

Top Mentioned in G4:
@udemy
@blackfreeniken
@javascript_b
@carrycooldude
@gantlaborde
@oreillymedia
@thejsnation
@ponpokofamilly
@overflow_meme
@searchablerosie

Top Mentioned in G5:
@thejsnation
@ponpokofamilly
@jason_mayes
@dansar39

Top Mentioned in G6:
@dzoneinc
@searchablerosie
@drmattcrowson
@ponpokofamilly
@carrycooldude
@thejsnation

Top Mentioned in G7:
@tensorflow
@howdevelop
@gantlaborde
@jlengstorf
@lwjshow

Top Mentioned in G9:
@hackernoon

Top Mentioned in G10:
@codingfess

Top Tweeters
Top Tweeters in Entire Graph:
@aaroncuddeback
@xaelbot
@codegnuts
@thedeveloperbot
@andrewmorrisuk
@friday_js_bot
@ml_tweet_bot
@hubofml
@serverlessfan
@30xcodes

Top Tweeters in G1:
@andrewmorrisuk
@friday_js_bot
@ml_tweet_bot
@fabriciosx
@ceobillionaire
@godfrey_g_
@fkadev
@btcbee
@js_bits
@oreillymedia

Top Tweeters in G2:
@thecuriousluke
@google
@iotworlds
@_oliviabot
@elearningtechie
@britneymuller
@jason_mayes
@d4ive
@arphp
@backtot68800647

Top Tweeters in G3:
@overflow_meme
@pythonbot_
@shybot7
@py_data_sci
@iambriangraham
@shaytweeter
@bot_tensorflow
@googledevbr
@alexegydio
@1mobiledevo

Top Tweeters in G4:
@thedeveloperbot
@serverlessfan
@30xcodes
@morolswediu
@ipythonistabot
@_codenewbiebot
@2bftawfik
@the404code
@calefybtech
@javascript_b

Top Tweeters in G5:
@hubofml
@developer_rtbot
@rep1jlcbfyiqflp
@seetalabs
@cont_learn
@sigularityhub
@dansar39
@dev_bot9190
@ponpokofamilly
@thejsnation

Top Tweeters in G6:
@xaelbot
@devvibesbot
@coder_487
@djangobot_
@coderretweet
@dzoneinc
@aprogrammerbot
@techiesdiscord
@insanedevbot
@searchablerosie

Top Tweeters in G7:
@jlengstorf
@markyjackson5
@mriceflame
@siddharth_hacks
@tonnie_18
@neilzblaze007
@tensorflow
@lwjshow
@howdevelop

Top Tweeters in G8:
@postechlibrary
@worksalt
@_bycyril
@matteo80
@googledevslatam
@rogt98
@mrjamesfisher
@_pieroit_

Top Tweeters in G9:
@codegnuts
@yogeshbang
@hackernoon
@rediandev
@leggendario12
@tiendo152

Top Tweeters in G10:
@blkhwk0ps
@alix_lex
@codingfess
@bellezzasky


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