tensorflowjs, Twitter, 11/7/2021 4:49:58 AM, 265698


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tensorflowjs_2021-11-06_20-50-32.xlsx
tensorflowjs_2021-11-06_20-50-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 07, 2021
Short Description:
tensorflowjs via NodeXL https://bit.ly/3GVVPyR
@jason_mayes
@andrejusb
@this0499154500
@tensorflow
@runclouds
@kikeledesmanet
@_funbot
@googlehealth
@frontendlovebot
@gantlaborde

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

Description:
Description
The graph represents a network of 100 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, 07 November 2021 at 03:50 UTC.

The requested start date was Sunday, 07 November 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, 8-hour, 25-minute period from Sunday, 24 October 2021 at 01:41 UTC to Saturday, 06 November 2021 at 10:07 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 : 100
Unique Edges : 76
Edges With Duplicates : 244
Total Edges : 320
Number of Edge Types : 5
Retweet : 94
MentionsInRetweet : 157
Mentions : 33
Tweet : 30
Replies to : 6
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0.0186335403726708
Reciprocated Edge Ratio : 0.0365853658536585
Connected Components : 11
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 82
Maximum Edges in a Connected Component : 304
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.759018
Graph Density : 0.0165656565656566
Modularity : 0.370398
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 100 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, 07 November 2021 at 03:50 UTC.

The requested start date was Sunday, 07 November 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, 8-hour, 25-minute period from Sunday, 24 October 2021 at 01:41 UTC to Saturday, 06 November 2021 at 10:07 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:
[24] 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
[10] https://2021.connect.tech/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265156
[3] 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://marketplace.visualstudio.com/items?itemName=donjayamanne.typescript-notebook
[1] https://twitter.com/i/web/status/1452237508868067328
[1] https://flows.nodered.org/node/node-red-contrib-motion-pose

Top URLs in Tweet in G1:
[23] https://blog.tensorflow.org/2021/10/how-DermAssist-uses-TensorFlowJS.html
[8] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fhow-to-use-angular-to-deploy-tensorflow-web-apps-5675b5a042cc
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265156
[2] https://twitter.com/youtoy/status/1452157672195719169
[1] https://twitter.com/i/web/status/1452237508868067328
[1] https://flows.nodered.org/node/node-red-contrib-motion-pose
[1] https://aqsazafar81.medium.com/7-best-free-tensorflow-courses-you-must-know-b0477c6085fb?source=rss------tensorflow-5&utm_source=dlvr.it&utm_medium=twitter
[1] https://jorgeguerrabrazil.wixsite.com/ideacodinglab/angularandstatistics

Top URLs in Tweet in G2:
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fhow-to-use-angular-to-deploy-tensorflow-web-apps-5675b5a042cc
[3] https://followthedarkside.github.io/3D-Pose-Estimation-Sample-by-BlazePose-p5js/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265156
[2] https://2021.connect.tech/
[1] https://hal9.ai/username
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DnkM2N3gmw-g&q=EgS4SO-bGJCanYwGIhBxSE1UzHzw_fiWX5WZdMFIMgFy
[1] https://twitter.com/devdevcharlie/status/1444861827427356676
[1] https://www.manning.com/liveprojectseries/pose-estimation-with-TensorFlowjs-ser

Top URLs in Tweet in G3:
[8] https://2021.connect.tech/
[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
[1] https://jorgeguerrapires.medium.com/
[1] https://twitter.com/i/web/status/1452282483735662594
[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 G4:
[1] https://github.com/jasonmayes/Real-Time-Person-Removal
[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


Top URLs in Tweet in G5:
[2] https://blog.tensorflow.org/2021/10/how-DermAssist-uses-TensorFlowJS.html?linkId=135462114

Top URLs in Tweet in G7:
[1] https://github.com/andypotato/fingerpose
[1] https://www.youtube.com/watch?v=f8ed_xAjkOg&feature=youtu.be

[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fdeploying-a-deep-learning-model-on-mobile-using-tensorflow-and-react-4b594fe04ab
[1] https://blog.tensorflow.org/2021/10/how-DermAssist-uses-TensorFlowJS.html

Top URLs in Tweet in G9:
[1] https://marketplace.visualstudio.com/items?itemName=donjayamanne.typescript-notebook

Top Domains
Top Domains in Tweet in Entire Graph:
[27] tensorflow.org
[15] medium.com
[10] connect.tech
[6] twitter.com
[5] nodexlgraphgallery.org
[3] github.io
[2] youtube.com
[2] github.com
[1] visualstudio.com
[1] nodered.org

Top Domains in Tweet in G1:
[23] tensorflow.org
[9] medium.com
[3] twitter.com
[3] nodexlgraphgallery.org
[1] nodered.org
[1] wixsite.com

Top Domains in Tweet in G2:
[3] medium.com
[3] github.io
[2] nodexlgraphgallery.org
[2] connect.tech
[1] hal9.ai
[1] google.com
[1] twitter.com
[1] manning.com

Top Domains in Tweet in G3:
[8] connect.tech
[2] medium.com
[1] amazon.com
[1] twitter.com

Top Domains in Tweet in G4:
[1] github.com
[1] scale.com
[1] youtube.com

Top Domains in Tweet in G5:
[2] tensorflow.org

Top Domains in Tweet in G7:
[1] github.com
[1] youtube.com
[1] medium.com
[1] tensorflow.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[56] tensorflowjs
[49] tensorflow
[38] javascript
[29] machinelearning
[26] angular
[18] ai
[12] webapps
[12] madewithtfjs
[10] nodejs
[10] neuralnetworks



Top Hashtags in Tweet in G1:
[43] tensorflow
[15] tensorflowjs
[13] angular
[13] javascript
[10] ai
[10] machinelearning
[8] webapps
[6] tensorflowlite
[6] tensorflowcertificate
[3] mediapipe

Top Hashtags in Tweet in G2:
[10] tensorflowjs
[8] javascript
[6] machinelearning
[4] angular
[3] cascadiajs
[3] dataviz
[3] datascience
[3] webdevs
[3] madewithtfjs
[3] tensorflow

Top Hashtags in Tweet in G3:
[21] tensorflowjs
[9] angular
[9] javascript
[8] machinelearning
[6] nodejs
[6] artificialintelliegence
[6] neuralnetworks
[2] ai
[2] appliedmathematics
[1] weddev

Top Hashtags in Tweet in G4:
[7] javascript
[6] tensorflowjs
[5] scale
[5] machinelearning
[3] madewithtfjs
[3] js
[3] autoencoders
[2] prototype
[2] webdev
[2] web

Top Hashtags in Tweet in G5:
[2] madewithtfjs

Top Hashtags in Tweet in G6:
[1] pydataglobal2021
[1] madewithtfjs

Top Hashtags in Tweet in G7:
[3] madewithtfjs
[1] devfestindia
[1] google
[1] tensorflowjs
[1] tensorflow

Top Hashtags in Tweet in G8:
[1] javascript
[1] ai
[1] web3

Top Hashtags in Tweet in G9:
[2] nodejs
[2] tensorflowjs

Top Words
Top Words in Tweet in Entire Graph:
[56] #tensorflowjs
[55] tensorflow
[49] #tensorflow
[46] js
[38] #javascript
[30] web
[29] #machinelearning
[27] uses
[26] quality
[26] #angular

Top Words in Tweet in G1:
[43] #tensorflow
[30] tensorflow
[24] js
[23] dermassist
[23] uses
[23] device
[23] image
[23] quality
[23] checks
[15] #tensorflowjs

Top Words in Tweet in G2:
[17] liveproject
[11] pose
[11] estimation
[11] js
[10] #tensorflowjs
[8] #javascript
[8] web
[8] 'human
[8] tensorflow
[8] react'

Top Words in Tweet in G3:
[21] #tensorflowjs
[14] book
[13] gantlaborde
[9] #angular
[9] #javascript
[8] learning
[8] #machinelearning
[7] check
[7] powerful
[7] javascript

Top Words in Tweet in G4:
[8] jason_mayes
[7] #javascript
[6] #tensorflowjs
[5] speaking
[5] #scale
[5] exchange
[5] november
[5] talk
[5] covers
[5] state

Top Words in Tweet in G5:
[9] tensorflow
[8] googlehealth
[8] js
[6] サーバー処理が行われる前に
[6] 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
[6] 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
[6] は
[6] を使用しています
[5] googledevjp
[5] 詳し

Top Words in Tweet in G6:
[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 G7:
[4] using
[4] tensorflowjs
[3] #madewithtfjs
[3] model
[3] react
[2] web
[2] google
[2] build
[2] convert
[2] mobile

Top Words in Tweet in G8:
[6] web
[5] build
[4] javascript
[3] powers
[3] here's
[3] cool
[3] unique
[3] stuff
[3] 3d
[3] immersive

Top Words in Tweet in G9:
[3] repl
[2] experience
[2] #nodejs
[2] code
[2] intellisense
[2] rich
[2] output
[2] support
[2] #tensorflowjs
[2] more

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[43] tensorflow,js
[24] dermassist,uses
[24] uses,tensorflow
[24] js,device
[24] device,image
[24] image,quality
[24] quality,checks
[24] checks,#tensorflow
[13] pose,estimation
[12] pythonbot_,dermassist

Top Word Pairs in Tweet in G1:
[24] tensorflow,js
[23] dermassist,uses
[23] uses,tensorflow
[23] js,device
[23] device,image
[23] image,quality
[23] quality,checks
[23] checks,#tensorflow
[12] pythonbot_,dermassist
[8] use,#angular

Top Word Pairs in Tweet in G2:
[11] pose,estimation
[8] liveproject,'human
[8] 'human,pose
[8] estimation,tensorflow
[8] tensorflow,js
[8] js,react'
[8] react',list
[8] list,manningbooks
[8] manningbooks,liveproject
[8] liveproject,bestsellers

Top Word Pairs in Tweet in G3:
[7] check,learning
[7] learning,#tensorflowjs
[7] #tensorflowjs,powerful
[7] powerful,#machinelearning
[7] #machinelearning,javascript
[7] javascript,gantlaborde
[7] incoming,tweet
[7] tweet,storm
[7] happy,announce
[7] announce,#tensorflowjs

Top Word Pairs in Tweet in G4:
[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 G5:
[8] tensorflow,js
[6] 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
[6] 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
[6] 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
[6] googlehealth,は
[6] は,tensorflow
[6] js,を使用しています
[5] googledevjp,サーバー処理が行われる前に
[5] を使用しています,詳し
[2] learn,googlehealth

Top Word Pairs in Tweet in G6:
[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 G7:
[2] model,convert
[2] convert,tensorflowjs
[2] tensorflowjs,#madewithtfjs
[2] react,native

Top Word Pairs in Tweet in G8:
[3] javascript,powers
[3] powers,web
[3] web,here's
[3] here's,cool
[3] cool,unique
[3] unique,stuff
[3] stuff,build
[3] build,3d
[3] 3d,immersive
[3] immersive,web

Top Word Pairs in Tweet in G9:
[2] repl,experience
[2] experience,#nodejs
[2] #nodejs,code
[2] code,intellisense
[2] intellisense,rich
[2] rich,output
[2] output,support
[2] support,#tensorflowjs
[2] #tensorflowjs,more

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kikeledesmanet
@jason_mayes
@gantlaborde
@pythonbot_
@andrejusb
@manningbooks
@eatora22
@googlehealth
@connect_js
@frontendlovebot

Top Mentioned in G1:
@pythonbot_
@kikeledesmanet
@akbarth3great
@jason_mayes
@frontendlovebot
@discovertech3
@eatora22
@andrejusb
@this0499154500
@bot_tensorflow

Top Mentioned in G2:
@manningbooks
@andrejusb
@kikeledesmanet
@eatora22
@devdevcharlie
@jason_mayes
@javierluraschi
@this0499154500
@frontendlovebot
@discovertech3

Top Mentioned in G3:
@gantlaborde
@oreillymedia
@connect_js
@jorgegpires
@kikeledesmanet
@andrejusb
@manningbooks

Top Mentioned in G4:
@jason_mayes
@tensorflow

Top Mentioned in G5:
@googlehealth
@googledevjp
@tensorflow

Top Mentioned in G6:
@pydataglobal
@howdevelop

Top Mentioned in G8:
@_thechosenguy_
@threejs

Top Mentioned in G9:
@code
@donjayamanne

Top Mentioned in G10:
@adityathakurxd

Top Tweeters
Top Tweeters in Entire Graph:
@javascriptd
@ipythonistabot
@discovertech3
@coder_487
@morolswediu
@dataaugmented
@hubofml
@calcaware
@_funbot
@akbarth3great

Top Tweeters in G1:
@ipythonistabot
@discovertech3
@akbarth3great
@dirac7
@getmazak
@ztsecure
@agent_guzman
@pythonbot_
@py_data_sci
@samadovaabditch

Top Tweeters in G2:
@javascriptd
@coder_487
@_funbot
@frontendlovebot
@cottila
@manningbooks
@subhobrata1
@aad34210
@giulianobertoti
@devdevcharlie

Top Tweeters in G3:
@morolswediu
@hubofml
@calcaware
@botfordev
@compchembiobot
@btcbee
@bendevbot
@js_bits
@binfotrends
@oreillymedia

Top Tweeters in G4:
@botsecx
@dusskapark
@jason_mayes
@risingodegua
@bobthemaster
@sqcai
@youngbo_
@joaosobhie
@muluhgodson

Top Tweeters in G5:
@akisies20
@hxnxqaewn1orr4l
@kazunori_279
@googledevjp
@neilzblaze007
@tensorflow
@kanatayamano1
@googlehealth
@sakabeyusuke

Top Tweeters in G6:
@blkhwk0ps
@simacoder
@noberg4
@himanstwt
@howdevelop
@pydataglobal

Top Tweeters in G7:
@datascience__
@cybind
@1amarvind
@potatoandy
@shahbaz_cse

Top Tweeters in G8:
@dataaugmented
@ucloudifyai
@threejs
@_thechosenguy_

Top Tweeters in G9:
@tarasnovak
@code
@donjayamanne

Top Tweeters in G10:
@dmytrogladkyi
@adityathakurxd
@pr_mais


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