tensorflowjs, Twitter, 10/31/2021 5:15:52 AM, 265156


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tensorflowjs_2021-10-30_20-50-32.xlsx
tensorflowjs_2021-10-30_20-50-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 31, 2021
Short Description:
tensorflowjs via NodeXL https://bit.ly/3BtfBOb
@kikeledesmanet
@jason_mayes
@frontendlovebot
@discovertech3
@eatora22
@bot_tensorflow
@andrejusb
@goaidev
@pythonbot_
@howdevelop

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

Description:
Description
The graph represents a network of 108 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, 31 October 2021 at 03:50 UTC.

The requested start date was Sunday, 31 October 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, 4-hour, 29-minute period from Sunday, 17 October 2021 at 13:53 UTC to Friday, 29 October 2021 at 18:22 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 : 108
Unique Edges : 51
Edges With Duplicates : 223
Total Edges : 274
Number of Edge Types : 5
Tweet : 42
Retweet : 96
MentionsInRetweet : 113
Mentions : 14
Replies to : 9
Self-Loops : 42
Reciprocated Vertex Pair Ratio : 0.018018018018018
Reciprocated Edge Ratio : 0.0353982300884956
Connected Components : 19
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 65
Maximum Edges in a Connected Component : 203
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.237381
Graph Density : 0.00977847005884389
Modularity : 0.391999
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 108 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, 31 October 2021 at 03:50 UTC.

The requested start date was Sunday, 31 October 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, 4-hour, 29-minute period from Sunday, 17 October 2021 at 13:53 UTC to Friday, 29 October 2021 at 18:22 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:
[41] https://blog.tensorflow.org/2021/10/how-DermAssist-uses-TensorFlowJS.html
[12] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fhow-to-use-angular-to-deploy-tensorflow-web-apps-5675b5a042cc
[9] https://followthedarkside.github.io/3D-Pose-Estimation-Sample-by-BlazePose-p5js/
[2] https://twitter.com/youtoy/status/1452157672195719169
[2] https://blog.tensorflow.org/2021/10/how-DermAssist-uses-TensorFlowJS.html?linkId=135462114
[1] https://github.com/andypotato/fingerpose
[1] https://twitter.com/i/web/status/1452237508868067328
[1] https://flows.nodered.org/node/node-red-contrib-motion-pose
[1] https://www.youtube.com/playlist?list=PLQY2H8rRoyvzSZZuF0qJpoJxZR1NgzcZw

[1] https://jorgeguerrabrazil.wixsite.com/ideacodinglab/angularandstatistics

Top URLs in Tweet in G1:
[1] https://github.com/jasonmayes/Real-Time-Person-Removal
[1] https://www.youtube.com/watch?v=9zqjgeqc-ew&list=PLQY2H8rRoyvzSZZuF0qJpoJxZR1NgzcZw&index=1

[1] https://exchange.scale.com/public/events/next-generation-web-apps-with-tensorflowjs-2021-11-17?slug=next-generation-web-apps-with-tensorflowjs-2021-11-17
[1] https://www.youtube.com/watch?v=pQv_lswBeZw&list=PLQY2H8rRoyvzSZZuF0qJpoJxZR1NgzcZw&index=1

[1] https://www.youtube.com/playlist?list=PLQY2H8rRoyvzSZZuF0qJpoJxZR1NgzcZw

[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fhow-to-use-angular-to-deploy-tensorflow-web-apps-5675b5a042cc

Top URLs in Tweet in G2:
[8] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fhow-to-use-angular-to-deploy-tensorflow-web-apps-5675b5a042cc
[1] https://jorgeguerrabrazil.wixsite.com/ideacodinglab/angularandstatistics

Top URLs in Tweet in G3:
[39] https://blog.tensorflow.org/2021/10/how-DermAssist-uses-TensorFlowJS.html
[2] https://twitter.com/youtoy/status/1452157672195719169
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fhow-to-use-angular-to-deploy-tensorflow-web-apps-5675b5a042cc
[1] https://twitter.com/i/web/status/1452237508868067328
[1] https://flows.nodered.org/node/node-red-contrib-motion-pose

Top URLs in Tweet in G4:
[1] https://www.whatiswhatis.com/javascript-framework-for-cross-platform-web-application/
[1] https://www.manning.com/liveprojectseries/pose-estimation-with-TensorFlowjs-ser
[1] https://mng.bz/o8ap
[1] https://blog.tensorflow.org/2021/10/how-DermAssist-uses-TensorFlowJS.html

Top URLs in Tweet in G5:
[9] https://followthedarkside.github.io/3D-Pose-Estimation-Sample-by-BlazePose-p5js/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fhow-to-use-angular-to-deploy-tensorflow-web-apps-5675b5a042cc

Top URLs in Tweet in G6:
[2] https://blog.tensorflow.org/2021/10/how-DermAssist-uses-TensorFlowJS.html?linkId=135462114

Top URLs in Tweet in G7:
[1] https://blog.tensorflow.org/2021/10/how-DermAssist-uses-TensorFlowJS.html
[1] https://flows.nodered.org/node/node-red-contrib-tfjs-coco-ssd
[1] https://www.smashingmagazine.com/2019/09/machine-learning-front-end-developers-tensorflowjs/
[1] https://twitter.com/i/web/status/1452282483735662594
[1] https://hal9.ai/username
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DnkM2N3gmw-g&q=EgS4SO-bGIyl-IsGIhDKByZ7B-tzaeZeCF1FlQKmMgFy
[1] https://github.com/andypotato/fingerpose

Top URLs in Tweet in G9:
[1] https://hammaad-m.medium.com/how-to-create-a-touchless-interface-in-the-browser-with-tensorflow-js-6cfcbfabe5de?source=rss------machine_learning-5&utm_source=dlvr.it&utm_medium=twitter
[1] https://hammaad-m.medium.com/how-to-create-a-touchless-interface-in-the-browser-with-tensorflow-js-6cfcbfabe5de?source=rss------tensorflow-5&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G10:
[1] 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

Top Domains
Top Domains in Tweet in Entire Graph:
[43] tensorflow.org
[14] medium.com
[9] github.io
[5] twitter.com
[3] github.com
[3] youtube.com
[2] nodered.org
[1] wixsite.com
[1] hal9.ai
[1] google.com

Top Domains in Tweet in G1:
[3] youtube.com
[1] github.com
[1] scale.com
[1] medium.com

Top Domains in Tweet in G2:
[8] medium.com
[1] wixsite.com

Top Domains in Tweet in G3:
[39] tensorflow.org
[3] twitter.com
[2] medium.com
[1] nodered.org

Top Domains in Tweet in G4:
[1] whatiswhatis.com
[1] manning.com
[1] mng.bz
[1] tensorflow.org

Top Domains in Tweet in G5:
[9] github.io
[1] medium.com

Top Domains in Tweet in G6:
[2] tensorflow.org

Top Domains in Tweet in G7:
[1] tensorflow.org
[1] nodered.org
[1] smashingmagazine.com
[1] twitter.com
[1] hal9.ai
[1] google.com
[1] github.com

Top Domains in Tweet in G9:
[2] medium.com

Top Domains in Tweet in G10:
[1] amazon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[67] tensorflow
[43] tensorflowjs
[36] javascript
[28] machinelearning
[17] ai
[16] angular
[12] webapps
[10] madewithtfjs
[10] webdevelopment
[9] blazepose



Top Hashtags in Tweet in G1:
[9] javascript
[7] machinelearning
[5] scale
[4] tensorflowjs
[4] madewithtfjs
[4] js
[4] developer
[4] gis
[4] ai
[3] prototype

Top Hashtags in Tweet in G2:
[12] javascript
[11] angular
[9] tensorflow
[9] ai
[8] machinelearning
[8] webapps
[4] tensorflowjs
[3] neuralnetworks
[3] unittesting
[3] appliedmathematics

Top Hashtags in Tweet in G3:
[44] tensorflow
[3] tensorflowjs
[3] mediapipe
[3] nodered
[3] noderedjp
[2] angular
[2] ai
[2] machinelearning
[2] webapps
[2] javascript

Top Hashtags in Tweet in G4:
[10] tensorflowjs
[9] machinelearning
[4] cordova
[2] javascript
[2] tensorflow
[1] crossplatformappdevelopment
[1] css
[1] electron
[1] html
[1] javascriptframework

Top Hashtags in Tweet in G5:
[9] blazepose
[1] angular
[1] tensorflow
[1] ai
[1] machinelearning
[1] webapps
[1] javascript
[1] tensorflowjs
[1] p5js
[1] madewithtfjs

Top Hashtags in Tweet in G6:
[2] madewithtfjs

Top Hashtags in Tweet in G7:
[3] tensorflowjs
[1] ux
[1] machinelearning
[1] devfestindia
[1] google
[1] javascripts
[1] angular
[1] imageprocessing
[1] dataviz
[1] datascience

Top Hashtags in Tweet in G8:
[1] pydataglobal2021
[1] madewithtfjs
[1] developer
[1] gis

Top Hashtags in Tweet in G9:
[9] webdevelopment
[9] tensorflowjs
[9] javascript
[9] tensorflow

Top Hashtags in Tweet in G10:
[4] tensorflowjs
[1] javascript
[1] ai
[1] ml

Top Words
Top Words in Tweet in Entire Graph:
[67] #tensorflow
[63] js
[61] tensorflow
[51] web
[45] uses
[43] #tensorflowjs
[43] quality
[42] dermassist
[40] device
[40] image

Top Words in Tweet in G1:
[11] jason_mayes
[9] #javascript
[7] #machinelearning
[6] tensorflowjs
[5] use
[5] world
[5] speaking
[5] #scale
[5] exchange
[5] november

Top Words in Tweet in G2:
[19] web
[12] #javascript
[11] #angular
[9] #tensorflow
[9] #ai
[8] use
[8] deploy
[8] apps
[8] #machinelearning
[8] #webapps

Top Words in Tweet in G3:
[44] #tensorflow
[39] dermassist
[39] uses
[39] tensorflow
[39] js
[39] device
[39] image
[39] quality
[39] checks
[16] pythonbot_

Top Words in Tweet in G4:
[14] web
[12] runs
[10] #tensorflowjs
[10] learn
[9] #machinelearning
[8] andrejusb
[8] developer
[8] start
[8] directly
[8] browser

Top Words in Tweet in G5:
[10] web
[9] created
[9] 3d
[9] pose
[9] estimation
[9] sample
[9] blazepose
[9] p5
[9] js
[9] try

Top Words in Tweet in G6:
[10] tensorflow
[8] googlehealth
[8] js
[5] サーバー処理が行われる前に
[5] 自動的に低画質の画像をクライアント側でフィルタ処理し
[5] 肌の状態がわかりやすい写真を撮影するガイダンスをリアルタイムで提供するため
[5] は
[5] を使用しています
[4] googledevjp
[4] 詳し

Top Words in Tweet in G7:
[3] tensorflowjs
[3] على
[3] node
[3] #tensorflowjs
[2] red
[2] detection
[2] write
[2] ml
[2] js
[2] web

Top Words in Tweet in G8:
[5] excited
[5] presenting
[5] lightning
[5] talk
[5] pydataglobal
[5] using
[5] tensorflowjs
[5] converter
[5] convert
[5] python

Top Words in Tweet in G9:
[9] #webdevelopment
[9] #tensorflowjs
[9] #javascript
[9] #tensorflow
[9] create
[9] touchless
[9] interface
[9] browser
[9] tensorflow
[7] akbarth3great

Top Words in Tweet in G10:
[8] book
[4] incoming
[4] tweet
[4] storm
[4] happy
[4] announce
[4] #tensorflowjs
[4] oreillymedia
[4] geared
[4] towards

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[52] tensorflow,js
[40] dermassist,uses
[40] uses,tensorflow
[40] js,device
[40] device,image
[40] image,quality
[40] quality,checks
[40] checks,#tensorflow
[17] pythonbot_,dermassist
[12] use,#angular

Top Word Pairs in Tweet in G1:
[5] speaking,#scale
[5] #scale,exchange
[5] exchange,november
[5] november,talk
[5] talk,covers
[5] covers,state
[5] state,#machinelearning
[5] #machinelearning,#javascript
[5] #javascript,2021
[5] 2021,inspired

Top Word Pairs in Tweet in G2:
[8] use,#angular
[8] #angular,deploy
[8] deploy,#tensorflow
[8] #tensorflow,web
[8] web,apps
[8] apps,#ai
[8] #ai,#machinelearning
[8] #machinelearning,#webapps
[8] #webapps,#javascript
[7] kikeledesmanet,use

Top Word Pairs in Tweet in G3:
[39] dermassist,uses
[39] uses,tensorflow
[39] tensorflow,js
[39] js,device
[39] device,image
[39] image,quality
[39] quality,checks
[39] checks,#tensorflow
[16] pythonbot_,dermassist
[4] machinelearnflx,dermassist

Top Word Pairs in Tweet in G4:
[8] web,developer
[8] developer,learn
[8] learn,#machinelearning
[8] #machinelearning,start
[8] start,#tensorflowjs
[8] #tensorflowjs,runs
[8] runs,directly
[8] directly,browser
[7] andrejusb,web
[7] browser,pub

Top Word Pairs in Tweet in G5:
[9] created,3d
[9] 3d,pose
[9] pose,estimation
[9] estimation,sample
[9] sample,blazepose
[9] blazepose,p5
[9] p5,js
[9] js,try
[9] try,web
[9] web,camera

Top Word Pairs in Tweet in G6:
[8] tensorflow,js
[5] サーバー処理が行われる前に,自動的に低画質の画像をクライアント側でフィルタ処理し
[5] 自動的に低画質の画像をクライアント側でフィルタ処理し,肌の状態がわかりやすい写真を撮影するガイダンスをリアルタイムで提供するため
[5] 肌の状態がわかりやすい写真を撮影するガイダンスをリアルタイムで提供するため,googlehealth
[5] googlehealth,は
[5] は,tensorflow
[5] js,を使用しています
[4] googledevjp,サーバー処理が行われる前に
[4] を使用しています,詳し
[3] learn,googlehealth

Top Word Pairs in Tweet in G7:
[2] node,red

Top Word Pairs in Tweet in G8:
[5] excited,presenting
[5] presenting,lightning
[5] lightning,talk
[5] talk,pydataglobal
[5] pydataglobal,using
[5] using,tensorflowjs
[5] tensorflowjs,converter
[5] converter,convert
[5] convert,python
[5] python,machine

Top Word Pairs in Tweet in G9:
[9] #webdevelopment,#tensorflowjs
[9] #tensorflowjs,#javascript
[9] #javascript,#tensorflow
[9] #tensorflow,create
[9] create,touchless
[9] touchless,interface
[9] interface,browser
[9] browser,tensorflow
[7] akbarth3great,#webdevelopment
[2] tensorflow,js

Top Word Pairs in Tweet in G10:
[4] incoming,tweet
[4] tweet,storm
[4] storm,happy
[4] happy,announce
[4] announce,#tensorflowjs
[4] #tensorflowjs,book
[4] book,oreillymedia
[4] oreillymedia,book
[4] book,geared
[4] geared,towards

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pythonbot_
@jason_mayes
@kikeledesmanet
@googlehealth
@eatora22
@andrejusb
@akbarth3great
@pydataglobal
@machinelearnflx
@howdevelop

Top Mentioned in G1:
@jason_mayes
@dejiborewa
@risingodegua
@kikeledesmanet

Top Mentioned in G2:
@kikeledesmanet
@_thechosenguy_
@cursosdeprogra1
@threejs
@whatiswhatiscom

Top Mentioned in G3:
@pythonbot_
@machinelearnflx
@kikeledesmanet
@youtoy

Top Mentioned in G4:
@andrejusb
@whatiswhatiscom
@jason_mayes
@manningbooks
@pythonbot_

Top Mentioned in G5:
@eatora22
@googleai
@ubereng
@kikeledesmanet
@thesequenceai

Top Mentioned in G6:
@googlehealth
@googledevjp
@tensorflow

Top Mentioned in G8:
@pydataglobal
@howdevelop
@jason_mayes

Top Mentioned in G9:
@akbarth3great

Top Mentioned in G10:
@oreillymedia
@gantlaborde

Top Tweeters
Top Tweeters in Entire Graph:
@javascriptd
@rosenchild
@ipythonistabot
@discovertech3
@coder_487
@morolswediu
@dataaugmented
@hassegawa
@machinelearnflx
@_funbot

Top Tweeters in G1:
@developerbot_v1
@frontendlovebot
@dejiborewa
@botsecx
@dusskapark
@jason_mayes
@insharamin
@risingodegua
@htmleverything
@bobthemaster

Top Tweeters in G2:
@javascriptd
@ipythonistabot
@dataaugmented
@_funbot
@py_data_sci
@goaidev
@ucloudifyai
@edisonjsapps
@theangularbot
@threejs

Top Tweeters in G3:
@machinelearnflx
@bungobot1
@dirac7
@pythonbot_
@samadovaabditch
@likeandretweet6
@shybot7
@youtoy
@bot_tensorflow
@bmespina

Top Tweeters in G4:
@morolswediu
@ricardo_ik_ahau
@html_css_bot
@botfordev
@brainroaring
@develop_mobile
@manningbooks
@andrejusb
@sqcai
@whatiswhatiscom

Top Tweeters in G5:
@discovertech3
@coder_487
@hassegawa
@fullnam35087976
@p5tbot1
@ubereng
@giulianobertoti
@thesequenceai
@googleai
@eatora22

Top Tweeters in G6:
@rosenchild
@hubbucket
@akisies20
@hxnxqaewn1orr4l
@kazunori_279
@googledevjp
@tensorflow
@googlehealth
@sakabeyusuke

Top Tweeters in G7:
@notessensei
@jessecurry
@malawadd
@jorgegpires
@jay_d3v
@potatoandy
@hal9ai
@shahbaz_cse

Top Tweeters in G8:
@blkhwk0ps
@simacoder
@noberg4
@himanstwt
@howdevelop
@pydataglobal

Top Tweeters in G9:
@akbarth3great
@getmazak
@ztsecure
@agent_guzman
@codewithtwitchi

Top Tweeters in G10:
@btcbee
@js_bits
@oreillymedia
@gantlaborde


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