tensorflowjs, Twitter, 6/13/2021 4:45:02 AM, 256774


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tensorflowjs_2021-06-12_20-48-48.xlsx
tensorflowjs_2021-06-12_20-48-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 13, 2021
Short Description:
tensorflowjs via NodeXL https://bit.ly/3iDg0Io
@jason_mayes
@analytics_699
@gantlaborde
@tensorflow
@jiyuuki__
@fmfrancoise
@godfrey_g_
@bot_tensorflow
@kikeledesmanet
@shybot7

Top hashtags:
#tensorflow
#tensorflowjs
#ai
#machinelearning
#ml
#javascript
#analytics

Description:
Description
The graph represents a network of 160 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, 13 June 2021 at 03:49 UTC.

The requested start date was Sunday, 13 June 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 13-day, 12-hour, 48-minute period from Sunday, 30 May 2021 at 06:11 UTC to Saturday, 12 June 2021 at 19:00 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


Overall Graph Metrics
Vertices : 160
Unique Edges : 117
Edges With Duplicates : 354
Total Edges : 471
Number of Edge Types : 5
Replies to : 15
Mentions : 46
Tweet : 43
Retweet : 163
MentionsInRetweet : 204
Self-Loops : 46
Reciprocated Vertex Pair Ratio : 0.0394736842105263
Reciprocated Edge Ratio : 0.0759493670886076
Connected Components : 22
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 117
Maximum Edges in a Connected Component : 419
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.412438
Graph Density : 0.00931603773584906
Modularity : 0.379268
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 160 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, 13 June 2021 at 03:49 UTC.

The requested start date was Sunday, 13 June 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 13-day, 12-hour, 48-minute period from Sunday, 30 May 2021 at 06:11 UTC to Saturday, 12 June 2021 at 19:00 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 : 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:
[22] https://blog.tensorflow.org/2021/05/next-generation-pose-detection-with-movenet-and-tensorflowjs.html
[14] https://devimalplanet.com/how-to-use-tensorflow-js-with-angular/
[4] https://oreilly.com/library/view/learning-tensorflowjs/9781492090786/?utm_medium=social&utm_source=twitter.com&utm_campaign=new+release&utm_content=learning+tensorflow+js+jj
[3] https://stackoverflow.com/questions/67763107/tensorflow-js-gather-for-string-tensor
[3] https://anoopgcmz.github.io/footballerinyou/index.html
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256415
[3] https://koharuya.booth.pm/items/2961861
[2] https://blog.tensorflow.org/2021/05/next-generation-pose-detection-with-movenet-and-tensorflowjs.html?m=1
[2] https://blog.tensorflow.org/2020/03/face-and-hand-tracking-in-browser-with-mediapipe-and-tensorflowjs.html
[2] https://twitter.com/nelnelium/status/1380159660251082756

Top URLs in Tweet in G1:
[4] https://oreilly.com/library/view/learning-tensorflowjs/9781492090786/?utm_medium=social&utm_source=twitter.com&utm_campaign=new+release&utm_content=learning+tensorflow+js+jj
[2] https://www.amazon.com/gp/product/1492090794/ref=as_li_qf_asin_il_tl?ie=UTF8&tag=gant0d-20&creative=9325&linkCode=as2&creativeASIN=1492090794&linkId=9b7b356b7b13efdaf9d34bfa47f7a6ee
[1] https://kingsumo.com/g/ggc5pc/machine-learning-novice-to-expert-bundle
[1] https://gaize.tech/
[1] https://roadtolarissa.com/data-exploration/

Top URLs in Tweet in G2:
[19] https://blog.tensorflow.org/2021/05/next-generation-pose-detection-with-movenet-and-tensorflowjs.html
[3] https://stackoverflow.com/questions/67763107/tensorflow-js-gather-for-string-tensor
[2] https://anoopgcmz.github.io/footballerinyou/index.html
[1] https://devimalplanet.com/how-to-use-tensorflow-js-with-angular/
[1] https://www.npmjs.com/package/@tensorflow-models/tasks
[1] https://twitter.com/youtoy/status/1362095940950061057
[1] https://twitter.com/i/web/status/1401149345106305025
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D5q8BzYN4rqA&q=EgS4SO-bGKaAloYGIhBpkwnnOhZRhorBGH1hlfp3MgFy
[1] https://twitter.com/youtoy/status/1401847326214397956
[1] https://codepen.io/jinjingforever/pen/xxgWRaE

Top URLs in Tweet in G3:
[11] https://devimalplanet.com/how-to-use-tensorflow-js-with-angular/
[2] https://blog.tensorflow.org/2020/03/face-and-hand-tracking-in-browser-with-mediapipe-and-tensorflowjs.html

Top URLs in Tweet in G4:
[1] https://www.linkedin.com/slink?code=di4bHjN
[1] https://blog.tensorflow.org/2021/05/next-generation-pose-detection-with-movenet-and-tensorflowjs.html?m=1

Top URLs in Tweet in G5:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256415
[2] https://devimalplanet.com/how-to-use-tensorflow-js-with-angular/
[1] https://blog.tensorflow.org/2021/05/next-generation-pose-detection-with-movenet-and-tensorflowjs.html
[1] https://developer.ibm.com/technologies/artificial-intelligence/tutorials/coding-a-deep-learning-model-using-tensorflow-javascript/

Top URLs in Tweet in G6:
[1] https://anoopgcmz.github.io/footballerinyou/index.html

Top URLs in Tweet in G7:
[1] https://monalisaeffect.com/

Top URLs in Tweet in G8:
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DaHHZu-i5hpE&q=EgS4SO-bGLCAloYGIhBS9Aq0tRTz52GkhEAB2L5EMgFy
[1] https://blog.tensorflow.org/2021/05/next-generation-pose-detection-with-movenet-and-tensorflowjs.html
[1] https://twitter.com/MrNeilGupta/status/1382034116636385280
[1] https://developers-jp.googleblog.com/2020/04/tensorflowjs-bert.html
[1] https://www.survivingwithandroid.com/esp32-cam-object-detection-tensorflow-js/
[1] https://www.youtube.com/watch?v=w2_gu04V4Bo&feature=youtu.be

[1] https://charlestonjs.com/tensorflowjs-6-10-5pm-casey-wilson/
[1] https://www.enjoyingthe.show/

Top URLs in Tweet in G9:
[1] https://chrome.google.com/webstore/detail/nekudot/lifcgpfijhjloceldomdfbkjghkdnenk

Top Domains
Top Domains in Tweet in Entire Graph:
[27] tensorflow.org
[14] devimalplanet.com
[8] twitter.com
[4] oreilly.com
[3] stackoverflow.com
[3] github.io
[3] nodexlgraphgallery.org
[3] google.com
[3] codepen.io
[3] booth.pm

Top Domains in Tweet in G1:
[4] oreilly.com
[2] amazon.com
[1] kingsumo.com
[1] gaize.tech
[1] roadtolarissa.com

Top Domains in Tweet in G2:
[19] tensorflow.org
[3] stackoverflow.com
[3] twitter.com
[3] codepen.io
[2] github.io
[1] devimalplanet.com
[1] npmjs.com
[1] google.com
[1] dev.to

Top Domains in Tweet in G3:
[11] devimalplanet.com
[2] tensorflow.org

Top Domains in Tweet in G4:
[1] linkedin.com
[1] tensorflow.org

Top Domains in Tweet in G5:
[3] nodexlgraphgallery.org
[2] devimalplanet.com
[1] tensorflow.org
[1] ibm.com

Top Domains in Tweet in G6:
[1] github.io

Top Domains in Tweet in G7:
[1] monalisaeffect.com

Top Domains in Tweet in G8:
[1] google.com
[1] tensorflow.org
[1] twitter.com
[1] googleblog.com
[1] survivingwithandroid.com
[1] youtube.com
[1] charlestonjs.com
[1] enjoyingthe.show

Top Domains in Tweet in G9:
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[77] tensorflow
[68] tensorflowjs
[63] ai
[44] machinelearning
[32] ml
[31] javascript
[28] analytics
[28] bigdata
[28] iot
[28] iiot



Top Hashtags in Tweet in G1:
[14] tensorflowjs
[4] oreillyexperts
[3] ai
[3] newbook
[2] ml
[2] analytics
[2] bigdata
[2] iot
[2] iiot
[2] tensorflow

Top Hashtags in Tweet in G2:
[32] tensorflow
[13] tensorflowjs
[7] mediapipe
[7] p5js
[6] madewithtfjs
[4] ai
[3] machinelearning
[2] javascript
[2] ml
[1] devs

Top Hashtags in Tweet in G3:
[19] ai
[18] javascript
[14] machinelearning
[11] devs
[11] angular
[8] tensorflow
[5] tensorflowjs
[5] python
[5] ml
[4] analytics

Top Hashtags in Tweet in G4:
[8] tensorflowjs
[5] tensorflow
[5] machinelearning
[5] javascript
[4] ml
[4] js
[3] ml5
[3] p5
[2] giveaway
[2] madewithtfjs

Top Hashtags in Tweet in G5:
[23] ai
[19] analytics
[19] bigdata
[19] iot
[19] iiot
[16] tensorflow
[14] python
[14] rstats
[14] reactjs
[14] linux

Top Hashtags in Tweet in G6:
[15] 100daysofcode
[10] codenewbie
[8] ai
[7] tensorflow
[5] tensorflowjs
[5] ml
[4] madewithtfjs
[3] giveaway
[3] machinelearning
[3] web

Top Hashtags in Tweet in G7:
[4] machinelearning
[4] ai
[4] tensorflow
[4] tensorflowjs
[3] giveaway
[3] madewithtfjs
[3] web
[2] deeplearning
[2] creativecoding
[2] book

Top Hashtags in Tweet in G8:
[2] tensorflowjs
[1] esp32
[1] machinelearning
[1] tensorflow

Top Hashtags in Tweet in G9:
[1] hebrew
[1] nekudot
[1] chrome
[1] tensorflowjs

Top Words
Top Words in Tweet in Entire Graph:
[82] tensorflow
[77] #tensorflow
[73] js
[68] #tensorflowjs
[63] #ai
[48] pose
[47] movenet
[44] #machinelearning
[42] tensorflowjs
[41] detection

Top Words in Tweet in G1:
[27] book
[20] gantlaborde
[16] end
[15] oreillymedia
[15] tensorflow
[14] #tensorflowjs
[14] js
[13] learning
[10] author
[9] ai

Top Words in Tweet in G2:
[43] tensorflow
[36] js
[32] #tensorflow
[23] pose
[23] movenet
[22] next
[18] generation
[18] detection
[14] lite
[13] #tensorflowjs

Top Words in Tweet in G3:
[19] use
[19] #ai
[18] #javascript
[17] js
[16] ai
[16] parameters
[16] comes
[16] excited
[15] angular
[14] #machinelearning

Top Words in Tweet in G4:
[8] #tensorflowjs
[6] using
[5] tensorflowjs
[5] #tensorflow
[5] #machinelearning
[5] #javascript
[4] time
[4] #ml
[4] #js
[4] browser

Top Words in Tweet in G5:
[23] #ai
[19] #analytics
[19] #bigdata
[19] #iot
[16] #tensorflow
[15] #iiot
[14] #python
[14] #rstats
[14] #reactjs
[14] #linux

Top Words in Tweet in G6:
[15] tensorflowjs
[15] #100daysofcode
[10] day6
[10] 100
[10] today
[10] learned
[10] creating
[10] models
[10] neural
[10] network

Top Words in Tweet in G7:
[7] app
[6] made
[5] urban
[5] legend
[5] mona
[5] lisa
[5] eyes
[5] follow
[5] move
[5] around

Top Words in Tweet in G8:
[3] tensorflowjs
[2] detection
[2] apps
[2] tensorflow
[2] js
[2] #tensorflowjs
[2] casey
[2] wilson
[2] audience

Top Words in Tweet in G9:
[5] released
[5] free
[5] open
[5] source
[5] chrome
[5] extension
[5] add
[5] nekudot
[5] hebrew
[5] text

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[64] tensorflow,js
[40] pose,detection
[23] #iot,#iiot
[22] #ai,#machinelearning
[22] #python,#rstats
[21] movenet,nextgen
[21] nextgen,pose
[21] detection,#analytics
[21] #analytics,#bigdata
[21] #bigdata,#ai

Top Word Pairs in Tweet in G1:
[14] tensorflow,js
[10] learning,tensorflow
[10] author,gantlaborde
[8] incoming,tweet
[8] tweet,storm
[8] happy,announce
[8] announce,#tensorflowjs
[8] #tensorflowjs,book
[8] book,oreillymedia
[8] oreillymedia,book

Top Word Pairs in Tweet in G2:
[33] tensorflow,js
[18] next,generation
[18] generation,pose
[18] pose,detection
[18] detection,movenet
[18] movenet,tensorflow
[17] js,#tensorflow
[10] pythonbot_,next
[6] #mediapipe,selfie
[6] selfie,segmentation

Top Word Pairs in Tweet in G3:
[16] parameters,comes
[16] comes,excited
[13] tensorflow,js
[11] use,tensorflow
[11] js,angular
[11] angular,#devs
[11] #devs,#ai
[11] #ai,#machinelearning
[11] #machinelearning,#angular
[11] #angular,#javascript

Top Word Pairs in Tweet in G4:
[4] #tensorflow,#tensorflowjs
[3] using,tensorflowjs
[3] discover,embrace
[3] embrace,#machinelearning
[3] #machinelearning,#javascript
[3] #javascript,using
[3] using,#tensorflowjs
[3] #tensorflowjs,browser
[3] browser,beyond
[3] beyond,jason_mayes'

Top Word Pairs in Tweet in G5:
[15] #iot,#iiot
[14] #python,#rstats
[13] movenet,nextgen
[13] nextgen,pose
[13] pose,detection
[13] detection,#analytics
[13] #analytics,#bigdata
[13] #bigdata,#ai
[13] #ai,#python
[13] #rstats,#reactjs

Top Word Pairs in Tweet in G6:
[10] day6,100
[10] 100,today
[10] today,learned
[10] learned,creating
[10] creating,models
[10] models,neural
[10] neural,network
[10] network,tensorflowjs
[10] tensorflowjs,#100daysofcode
[10] #100daysofcode,#codenewbie

Top Word Pairs in Tweet in G7:
[5] urban,legend
[5] legend,mona
[5] mona,lisa
[5] lisa,eyes
[5] eyes,follow
[5] follow,move
[5] move,around
[5] around,room
[5] room,made
[5] made,app

Top Word Pairs in Tweet in G8:
[2] casey,wilson

Top Word Pairs in Tweet in G9:
[5] released,free
[5] free,open
[5] open,source
[5] source,chrome
[5] chrome,extension
[5] extension,add
[5] add,nekudot
[5] nekudot,hebrew
[5] hebrew,text
[5] text,useful

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gantlaborde
@analytics_699
@tensorflow
@jason_mayes
@oreillymedia
@kikeledesmanet
@jiyuuki__
@pythonbot_
@yoshi_hide_ban
@thisisgulshan

Top Mentioned in G1:
@gantlaborde
@oreillymedia
@csferrie
@crazy4pi314
@funmachinelearn
@oreillyuk
@analytics_699
@yoshi_hide_ban
@thisisgulshan

Top Mentioned in G2:
@pythonbot_
@tensorflow
@youtoy
@scaledynamics
@jeanosorio
@overflow_meme
@funmachinelearn
@csferrie
@crazy4pi314
@kikeledesmanet

Top Mentioned in G3:
@kikeledesmanet
@larsroettig
@yoshi_hide_ban
@analytics_699
@hitman_js
@jason_mayes
@emilyxxie
@hsianghui

Top Mentioned in G4:
@jason_mayes
@dinesh1_chopra
@thejsnation
@tensorflow
@aspittel
@deeplearningai_
@ml5js
@andrewyng
@lmoroney

Top Mentioned in G5:
@analytics_699
@thisisgulshan
@jason_mayes
@jiyuuki__
@fmfrancoise
@tensorflow
@gantlaborde
@godfrey_g_
@kikeledesmanet
@fmfranco

Top Mentioned in G6:
@jiyuuki__
@dev_dooot
@jason_mayes
@analytics_699
@yo_comz
@scaler_official

Top Mentioned in G7:
@emilyxxie
@jason_mayes
@altamash__ali
@mongodb
@tensorflow

Top Mentioned in G9:
@temphypothesis
@yuvalpi
@elazar_g

Top Mentioned in G10:
@gabe_g2i

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@rosenchild
@codernotesbot
@100xcode
@andrewmorrisuk
@friday_js_bot
@ml_tweet_bot
@discovertech3

Top Tweeters in G1:
@rosenchild
@ml_tweet_bot
@the404code
@blkhwk0ps
@doitbetty
@rzeszow
@techietalkiez
@sigularityhub
@oreillymedia
@c4d_official

Top Tweeters in G2:
@overflow_meme
@steltenpower
@pythonbot_
@brainroaring
@shybot7
@thepracticaldev
@youtoy
@sarat
@pcd_tokyo
@bot_tensorflow

Top Tweeters in G3:
@andrewmorrisuk
@friday_js_bot
@coder_487
@devvibesbot
@djangobot_
@powerupcoding1
@cont_learn
@azuerbot
@jsfairy
@hsianghui

Top Tweeters in G4:
@fullnam35087976
@bluesatch
@aspittel
@shiffman
@amacarthur
@jason_mayes
@lmoroney
@thejsnation
@muscoff
@andrewyng

Top Tweeters in G5:
@chidambara09
@ipythonistabot
@godfrey_g_
@aprogrammerbot
@fmfrancoise
@fluttbot
@thomashilbig2
@robottobots
@cameliaclement
@codingninjabot

Top Tweeters in G6:
@xaelbot
@codedailybot
@codernotesbot
@100xcode
@morolswediu
@robotproud
@coderretweet
@education_24x7
@100daysof2020
@thefierybot

Top Tweeters in G7:
@discovertech3
@helperstream
@tsuki_
@alfredocelso
@p5tbot1
@mongodb
@emilyxxie
@altamash__ali

Top Tweeters in G8:
@survivingwithan
@nduvhok
@mrneilgupta
@gojiteji
@charlestonjs
@nisten

Top Tweeters in G9:
@nehemia_ga
@yuvalpi
@saragershuni
@elazar_g
@temphypothesis

Top Tweeters in G10:
@tejaskumar_
@gabe_g2i
@vhmth


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