tensorflowjs, Twitter, 1/24/2021 4:12:36 AM, 246351


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tensorflowjs_2021-01-23_19-45-00.xlsx
tensorflowjs_2021-01-23_19-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 24, 2021
Short Description:
tensorflowjs via NodeXL https://bit.ly/3pdIV6a
@mit_csail
@haroldsinnott
@ponpokofamilly
@couponed_code
@hubofml
@deeplear
@thecuriousluke
@shybot7
@tensorflow
@jason_mayes

Top hashtags:
#tensorflowjs
#machinelearning
#ai
#python
#rl
#ces2021
#tensorflow

Description:
Description
The graph represents a network of 356 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, 24 January 2021 at 03:45 UTC.

The requested start date was Sunday, 24 January 2021 at 01:01 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, 0-hour, 10-minute period from Sunday, 10 January 2021 at 10:00 UTC to Saturday, 23 January 2021 at 10:10 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 : 356
Unique Edges : 226
Edges With Duplicates : 910
Total Edges : 1136
Number of Edge Types : 5
Retweet : 443
MentionsInRetweet : 560
Tweet : 56
Replies to : 18
Mentions : 59
Self-Loops : 72
Reciprocated Vertex Pair Ratio : 0.0200364298724954
Reciprocated Edge Ratio : 0.0392857142857143
Connected Components : 22
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 330
Maximum Edges in a Connected Component : 1110
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.801043
Graph Density : 0.00443108086722583
Modularity : 0.383565
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 356 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, 24 January 2021 at 03:45 UTC.

The requested start date was Sunday, 24 January 2021 at 01:01 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, 0-hour, 10-minute period from Sunday, 10 January 2021 at 10:00 UTC to Saturday, 23 January 2021 at 10:10 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:
[81] https://www.couponed12.com/2021/01/deep-learning-machine-learning.html
[23] https://randomwalkjapan.blogspot.com/2020/12/tensorflowjsthe-world-of-tensorflowjs.html
[10] https://twinybots.ch/
[8] https://johnphilipdp.github.io/Face-detection/
[5] https://www.reddit.com/r/javascript/comments/kysbfg/sentiment_analysis_of_youtube_comments_using/?utm_source=ifttthttps://github.com/charlie-jones/YouTube-Comments-Analyzer
[5] https://developer.ibm.com/technologies/artificial-intelligence/tutorials/building-a-machine-learning-node-for-node-red-using-tensorflowjs/
[4] https://www.reddit.com/kysbfg
[3] https://proceedings.neurips.cc/paper/2020/file/9332c513ef44b682e9347822c2e457ac-Paper.pdf
[3] https://www.csail.mit.edu/news/more-compatible-coding-machine-learning-0
[3] https://twitter.com/BuluttekinBaran/status/1346579028665315328?s=20

Top URLs in Tweet in G1:
[1] https://proceedings.neurips.cc/paper/2020/file/9332c513ef44b682e9347822c2e457ac-Paper.pdf
[1] https://www.csail.mit.edu/news/more-compatible-coding-machine-learning-0

Top URLs in Tweet in G2:
[3] https://www.couponed12.com/2021/01/deep-learning-machine-learning.html
[1] https://proceedings.neurips.cc/paper/2020/file/9332c513ef44b682e9347822c2e457ac-Paper.pdf
[1] https://www.csail.mit.edu/news/more-compatible-coding-machine-learning-0
[1] https://johnphilipdp.github.io/Face-detection/
[1] https://twitter.com/i/web/status/1348809230611046402

Top URLs in Tweet in G3:
[23] https://randomwalkjapan.blogspot.com/2020/12/tensorflowjsthe-world-of-tensorflowjs.html
[7] https://johnphilipdp.github.io/Face-detection/
[4] https://www.reddit.com/r/javascript/comments/kysbfg/sentiment_analysis_of_youtube_comments_using/?utm_source=ifttthttps://github.com/charlie-jones/YouTube-Comments-Analyzer
[3] https://www.couponed12.com/2021/01/deep-learning-machine-learning.html
[2] https://twitter.com/emilyxxie/status/1291449998140473346
[1] https://randomwalkjapan.blogspot.com/2020/09/ml5poseneteasy-posenet-by-ml5.html
[1] https://www.reddit.com/kysbfg
[1] https://hpssjellis.github.io/tensorflowjs-bvh/save-video/index.html
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DdnDb-RAvxHg%26list%3DPL57Dnr1H_egukaDgFqwEnDVStd7Jktg1E%26index%3D1%26t%3D1s&q=EgS4SO-bGM7as4AGIhkA8aeDSxvhiqWJs1aef61XhKeIsFNmNb31MgFy

[1] https://hpssjellis.github.io/beginner-tensorflowjs-examples-in-javascript/interpretability/50-interpret-grey.html

Top URLs in Tweet in G4:
[38] https://www.couponed12.com/2021/01/deep-learning-machine-learning.html
[6] https://twinybots.ch/
[5] https://developer.ibm.com/technologies/artificial-intelligence/tutorials/building-a-machine-learning-node-for-node-red-using-tensorflowjs/
[1] https://www.marktechpost.com/2021/01/12/machine-learning-metadata-mlmd-a-library-to-track-full-lineage-of-machine-learning-workflow/
[1] https://twitter.com/i/web/status/1351829115590987777
[1] https://twitter.com/i/web/status/1348944170820386819
[1] https://www.freecodecamp.org/news/tensorflowjs-full-course/
[1] https://www.reddit.com/r/javascript/comments/kysbfg/sentiment_analysis_of_youtube_comments_using/?utm_source=ifttthttps://github.com/charlie-jones/YouTube-Comments-Analyzer

Top URLs in Tweet in G5:
[16] https://www.couponed12.com/2021/01/deep-learning-machine-learning.html
[3] https://twitter.com/BuluttekinBaran/status/1346579028665315328?s=20
[2] https://www.survivingwithandroid.com/esp32-cam-tensorflow-js/
[1] https://twitter.com/i/web/status/1351493041866080257
[1] https://proceedings.neurips.cc/paper/2020/file/9332c513ef44b682e9347822c2e457ac-Paper.pdf
[1] https://www.csail.mit.edu/news/more-compatible-coding-machine-learning-0

Top URLs in Tweet in G6:
[6] https://www.couponed12.com/2021/01/deep-learning-machine-learning.html
[3] https://www.reddit.com/kysbfg
[1] https://twitter.com/i/web/status/1352056225593057280
[1] https://twitter.com/i/web/status/1352050003125043202
[1] https://twitter.com/i/web/status/1352050236189888512
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DGskMuu821NI%26list%3DPLQY2H8rRoyvzSZZuF0qJpoJxZR1NgzcZw%26index%3D1&q=EgS4SO-bGNLas4AGIhkA8aeDS-tznPHCWzVSj3WR4dH56LEWJCdqMgFy


Top URLs in Tweet in G7:
[7] https://www.couponed12.com/2021/01/deep-learning-machine-learning.html

Top URLs in Tweet in G8:
[6] https://www.couponed12.com/2021/01/deep-learning-machine-learning.html
[4] https://twinybots.ch/
[2] https://damianfallon.blogspot.com/2020/12/image-recognition-with-tensorflowjs.html?spref=tw
[1] https://www.reddit.com/r/javascript/comments/kysbfg/sentiment_analysis_of_youtube_comments_using/
[1] https://stackoverflow.com/questions/65748649/how-to-visualise-uint8clampedarray-and-show-segmented-image-deep-lab
[1] https://twitter.com/i/web/status/1350738444679581696
[1] https://www.reddit.com/r/javascript/comments/kysbfg/sentiment_analysis_of_youtube_comments_using/?utm_source=dlvr.it&utm_medium=twitter
[1] https://emojiscavengerhunt.withgoogle.com/
[1] https://damianfallon.blogspot.com/2020/03/tensorflowjs-now-has-webassembly-backend.html?spref=tw
[1] https://codelabs.developers.google.com/codelabs/tensorflowjs-object-detection#0

Top URLs in Tweet in G9:
[1] https://monalisaeffect.com/

Top URLs in Tweet in G10:
[1] https://acm.skillport.com/skillportfe/main.action?path=summary/BOOKS/153807

Top Domains
Top Domains in Tweet in Entire Graph:
[81] couponed12.com
[27] blogspot.com
[17] twitter.com
[11] reddit.com
[10] twinybots.ch
[10] github.io
[5] ibm.com
[4] google.com
[3] neurips.cc
[3] mit.edu

Top Domains in Tweet in G1:
[1] neurips.cc
[1] mit.edu

Top Domains in Tweet in G2:
[3] couponed12.com
[1] neurips.cc
[1] mit.edu
[1] github.io
[1] twitter.com

Top Domains in Tweet in G3:
[24] blogspot.com
[9] github.io
[5] reddit.com
[3] couponed12.com
[3] twitter.com
[2] google.com
[1] rocksetta.com
[1] tensorflow.org
[1] github.com
[1] customvision.ai

Top Domains in Tweet in G4:
[38] couponed12.com
[6] twinybots.ch
[5] ibm.com
[2] twitter.com
[1] marktechpost.com
[1] freecodecamp.org
[1] reddit.com

Top Domains in Tweet in G5:
[16] couponed12.com
[4] twitter.com
[2] survivingwithandroid.com
[1] neurips.cc
[1] mit.edu

Top Domains in Tweet in G6:
[6] couponed12.com
[3] reddit.com
[3] twitter.com
[1] google.com

Top Domains in Tweet in G7:
[7] couponed12.com

Top Domains in Tweet in G8:
[6] couponed12.com
[4] twinybots.ch
[3] blogspot.com
[2] reddit.com
[2] twitter.com
[1] stackoverflow.com
[1] withgoogle.com
[1] google.com
[1] csb.app
[1] youtube.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[147] tensorflowjs
[129] machinelearning
[126] ai
[92] python
[91] rl
[85] ces2021
[77] tensorflow
[68] augmentedreality
[34] javascript
[22] learning



Top Hashtags in Tweet in G1:
[1] ml
[1] machinelearning
[1] pytorch
[1] tensorflowjs
[1] neurips
[1] tensorflow
[1] ai

Top Hashtags in Tweet in G2:
[59] tensorflowjs
[59] ai
[58] machinelearning
[57] rl
[57] python
[52] ces2021
[5] tensorflow
[5] pytorch
[5] bibliotecas
[5] aprendizaje

Top Hashtags in Tweet in G3:
[24] javascript
[18] ai
[14] tensorflow
[12] machinelearning
[12] tensorflowjs
[12] nodejs
[8] 機械学習
[6] tech
[5] プログラミング初心者
[4] プログラミング独学

Top Hashtags in Tweet in G4:
[41] machinelearning
[40] augmentedreality
[25] ai
[25] tensorflowjs
[24] rl
[24] python
[24] ces2021
[14] tensorflow
[13] learning
[6] ui

Top Hashtags in Tweet in G5:
[37] tensorflow
[8] tensorflowjs
[7] webxr
[7] webgl
[7] vrlandio
[7] readyplayerone
[6] indiegamedev
[3] pytorch
[3] machinelearning
[2] esp32

Top Hashtags in Tweet in G6:
[25] tensorflowjs
[5] ai
[5] javascript
[4] machinelearning
[4] tensorflow
[4] augmentedreality
[3] 3d
[3] madewithtfjs
[2] 機械学習
[2] rl

Top Hashtags in Tweet in G7:
[7] augmentedreality
[4] ai
[3] machinelearning
[3] rl
[3] tensorflowjs
[3] python
[3] ces2021
[2] 100daysofcode
[1] codenewbie
[1] codenewbies

Top Hashtags in Tweet in G8:
[6] augmentedreality
[6] learning
[3] tensorflowjs
[1] machinelearning
[1] ai
[1] ml
[1] ki
[1] rl
[1] python
[1] tech

Top Hashtags in Tweet in G9:
[2] machinelearning
[2] ai
[2] tensorflowjs
[1] deeplearning
[1] art
[1] tensorflow
[1] creativecoding
[1] rl
[1] python
[1] ces2021

Top Hashtags in Tweet in G10:
[1] tensorflowjs

Top Words
Top Words in Tweet in Entire Graph:
[285] learning
[190] machine
[147] #tensorflowjs
[138] tensorflowjs
[132] tensorflow
[129] #machinelearning
[115] #ai
[109] code
[109] without
[107] enzyme

Top Words in Tweet in G1:
[77] enzyme
[77] compiler
[77] plug
[77] importing
[77] foreign
[77] code
[77] systems
[77] tensorflow
[77] pytorch
[77] without

Top Words in Tweet in G2:
[59] #tensorflowjs
[59] #ai
[58] #machinelearning
[58] learning
[57] 2014
[57] 2020
[57] #rl
[57] #python
[55] machine
[52] popular

Top Words in Tweet in G3:
[26] tensorflowjs
[25] ai
[24] #javascript
[23] ponpokofamilly
[21] using
[20] javascript
[19] made
[16] browser
[15] tensorflow
[15] learning

Top Words in Tweet in G4:
[123] learning
[78] machine
[45] deep
[45] tensorflowjs
[44] masterclass
[41] #machinelearning
[40] #augmentedreality
[33] co
[33] vvpxfxwp2t
[32] couponed_code

Top Words in Tweet in G5:
[37] #tensorflow
[34] learning
[17] deep
[17] machine
[17] masterclass
[17] tensorflowjs
[16] ai
[12] vlandio
[11] detection
[10] pythonbot_

Top Words in Tweet in G6:
[25] #tensorflowjs
[19] jason_mayes
[15] quality
[15] animation
[15] yeemachine
[15] bought
[15] life
[15] impressive
[14] learning
[14] wink

Top Words in Tweet in G7:
[31] detection
[30] pose
[23] tensorflowjs
[17] first
[17] experience
[17] webrtc
[17] ai
[17] ml
[17] web
[17] love

Top Words in Tweet in G8:
[13] learning
[9] tensorflowjs
[7] deep
[7] machine
[6] masterclass
[6] #augmentedreality
[6] #learning
[4] tensorflow
[4] js
[3] #tensorflowjs

Top Words in Tweet in G9:
[13] made
[12] urban
[12] legend
[12] mona
[12] lisa
[12] eyes
[12] follow
[12] move
[12] around
[12] room

Top Words in Tweet in G10:
[5] tensorflow
[5] js
[5] web
[4] available
[4] acm
[4] members
[4] practical
[4] deep
[4] learning
[4] app

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[190] machine,learning
[107] enzyme,compiler
[107] compiler,plug
[107] plug,importing
[107] importing,foreign
[107] foreign,code
[107] code,systems
[99] systems,tensorflow
[99] tensorflow,pytorch
[99] pytorch,without

Top Word Pairs in Tweet in G1:
[77] enzyme,compiler
[77] compiler,plug
[77] plug,importing
[77] importing,foreign
[77] foreign,code
[77] code,systems
[77] systems,tensorflow
[77] tensorflow,pytorch
[77] pytorch,without
[77] without,having

Top Word Pairs in Tweet in G2:
[57] 2014,2020
[57] 2020,#ai
[57] #ai,#machinelearning
[57] #machinelearning,#rl
[57] #rl,#tensorflowjs
[57] #tensorflowjs,#python
[55] machine,learning
[52] popular,machine
[52] learning,libraries
[52] libraries,2014

Top Word Pairs in Tweet in G3:
[11] take,look
[11] machine,learning
[9] #javascript,#tensorflow
[9] using,tensorflowjs
[8] javascriptベースのaiは,みんなのpc
[8] みんなのpc,ブラウザ
[8] ブラウザ,上で走る
[8] 上で走る,究極のスケーラビリティー
[8] 究極のスケーラビリティー,webglでgpuもフル活用
[8] webglでgpuもフル活用,サンプルご覧ください

Top Word Pairs in Tweet in G4:
[78] machine,learning
[45] deep,learning
[44] learning,machine
[44] learning,masterclass
[44] masterclass,tensorflowjs
[33] tensorflowjs,co
[33] co,vvpxfxwp2t
[33] vvpxfxwp2t,#augmentedreality
[32] couponed_code,deep
[32] #augmentedreality,#deeplearnin

Top Word Pairs in Tweet in G5:
[17] deep,learning
[17] learning,machine
[17] machine,learning
[17] learning,masterclass
[17] masterclass,tensorflowjs
[15] tensorflowjs,#tensorflow
[10] pythonbot_,deep
[8] wohoo,testing
[8] testing,readyplayerme
[8] readyplayerme,fullbody

Top Word Pairs in Tweet in G6:
[15] quality,animation
[15] animation,yeemachine
[15] yeemachine,bought
[15] bought,life
[15] life,#tensorflowjs
[15] #tensorflowjs,impressive
[14] jason_mayes,quality
[14] impressive,wink
[8] machine,learning
[6] deep,learning

Top Word Pairs in Tweet in G7:
[30] pose,detection
[17] first,experience
[17] experience,webrtc
[17] webrtc,ai
[17] ai,ml
[17] ml,web
[17] web,love
[17] love,detects
[17] detects,feel
[17] feel,based

Top Word Pairs in Tweet in G8:
[7] machine,learning
[6] deep,learning
[6] learning,machine
[6] learning,masterclass
[6] masterclass,tensorflowjs
[5] tensorflowjs,#augmentedreality
[5] #augmentedreality,#learning
[4] tensorflow,js
[3] damian,fallon
[2] sentiment,analysis

Top Word Pairs in Tweet in G9:
[12] urban,legend
[12] legend,mona
[12] mona,lisa
[12] lisa,eyes
[12] eyes,follow
[12] follow,move
[12] move,around
[12] around,room
[12] room,made
[12] made,app

Top Word Pairs in Tweet in G10:
[5] tensorflow,js
[4] available,acm
[4] acm,members
[4] members,practical
[4] practical,tensorflow
[4] js,deep
[4] deep,learning
[4] learning,web
[4] web,app
[4] app,development

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mit_csail
@haroldsinnott
@deeplear
@couponed_code
@ponpokofamilly
@jason_mayes
@ayeolakenny
@yeemachine
@sarthaksavvy
@pythonbot_

Top Mentioned in G1:
@mit_csail
@ponpokofamilly

Top Mentioned in G2:
@haroldsinnott
@deeplear
@mit_csail
@arzyaprinciple
@dansar39
@nicochan33
@jblefevre60
@pawlowskimario
@deeplearn007
@spirosmargaris

Top Mentioned in G3:
@ponpokofamilly
@tensorflowjs
@rocksetta
@tensorflow
@jp_rungao
@google
@svpino
@jason_mayes
@yeemachine

Top Mentioned in G4:
@couponed_code
@haroldsinnott
@deeplear
@_asifbhat_
@har
@mit_csail
@laforge_ai
@ponpokofamilly
@pythonbot_
@corizance

Top Mentioned in G5:
@vlandio
@pythonbot_
@getwolf3d
@mit_csail
@arzyaprinciple
@brianlinux
@ponpokofamilly
@funmachinelearn
@survivingwithan
@ds_vault

Top Mentioned in G6:
@jason_mayes
@yeemachine
@ponpokofamilly
@couponed_code
@carrycooldude
@ayeolakenny
@cont_learn
@haroldsinnott
@deeplear
@gp_pulipaka

Top Mentioned in G7:
@ayeolakenny
@sarthaksavvy
@couponed_code
@haroldsinnott
@deeplear

Top Mentioned in G9:
@emilyxxie
@mit_csail
@tensorflow
@haroldsinnott
@deeplear

Top Mentioned in G10:
@jdiossantos
@acmeducation
@tensorboard
@ml5js
@tensorflow

Top Tweeters
Top Tweeters in Entire Graph:
@xaelbot
@codedailybot
@codegnuts
@bexxmodd
@llnuxbot
@thedeveloperbot
@calcaware
@andrewmorrisuk
@ssxman2
@dataaugmented

Top Tweeters in G1:
@youranonriots
@scitechmachine
@enerphyschem
@qualityisarul3
@patentbuddy
@renato_umeton
@deepindex
@vixon__
@nickwaye
@alix_lex

Top Tweeters in G2:
@ssxman2
@nicochan33
@shicooks
@gvalan
@dcarsoncpa
@spirosmargaris
@jblefevre60
@ipfconline1
@mench90
@ing_martin_v

Top Tweeters in G3:
@codegnuts
@thedeveloperbot
@friday_js_bot
@thecuriousluke
@devvibesbot
@discovertech3
@google
@smozmc
@brainroaring
@mitsuse_t

Top Tweeters in G4:
@bexxmodd
@dataaugmented
@ml_tweet_bot
@hubofml
@botraj1
@dariosailor86
@serverlessfan
@artificialbra1n
@full_bugs
@datasciencebot_

Top Tweeters in G5:
@ricardo_ik_ahau
@ingare_rev
@pythonbot_
@gdprai
@shybot7
@bigfundu
@godess_aneyha
@devroboto
@chrizamin
@kilanechelfrem

Top Tweeters in G6:
@trendsinai
@fabriciosx
@reanimetron
@ceobillionaire
@morolswediu
@faethflex
@jsfairy
@tamashial
@cont_learn
@ds_vault

Top Tweeters in G7:
@xaelbot
@codedailybot
@women_who_code
@30xcodes
@coder_487
@_codenewbiebot
@altf4hashbot
@quebreda
@djangobot_
@thefierybot

Top Tweeters in G8:
@overflow_meme
@necio_news
@damianfallon2
@ajaxtips
@keesmanmatthijs
@sudiptamalakar4
@gowrishankr_gs
@reformreality
@tfconsult
@kimpgch

Top Tweeters in G9:
@calcaware
@andrewmorrisuk
@benishii_
@reenduhh
@ch4mcha
@muizzsyafiq
@eelhum
@p5tbot1
@emilyxxie
@inspirnathan

Top Tweeters in G10:
@acmeducation
@ucfcomsci
@jdiossantos
@sighpc
@ml5js
@acm_futminna
@tensorboard


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