tensorflowjs, Twitter, 1/17/2021 4:23:27 AM, 245812


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tensorflowjs_2021-01-16_19-45-00.xlsx
tensorflowjs_2021-01-16_19-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2021
Short Description:
tensorflowjs via NodeXL https://bit.ly/2LFjqMv
@mit_csail
@haroldsinnott
@shybot7
@deeplear
@ponpokofamilly
@jblefevre60
@tensorflow
@maxbill_design
@hubofml
@ayeolakenny

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

Description:
Description
The graph represents a network of 301 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, 17 January 2021 at 03:45 UTC.

The requested start date was Sunday, 17 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, 7-hour, 11-minute period from Sunday, 03 January 2021 at 07:53 UTC to Saturday, 16 January 2021 at 15:05 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 : 301
Unique Edges : 189
Edges With Duplicates : 732
Total Edges : 921
Number of Edge Types : 5
Retweet : 347
MentionsInRetweet : 453
Mentions : 73
Tweet : 27
Replies to : 21
Self-Loops : 36
Reciprocated Vertex Pair Ratio : 0.0281995661605206
Reciprocated Edge Ratio : 0.0548523206751055
Connected Components : 10
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 286
Maximum Edges in a Connected Component : 908
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.708517
Graph Density : 0.00524916943521595
Modularity : 0.378349
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 301 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, 17 January 2021 at 03:45 UTC.

The requested start date was Sunday, 17 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, 7-hour, 11-minute period from Sunday, 03 January 2021 at 07:53 UTC to Saturday, 16 January 2021 at 15:05 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:
[26] https://developer.ibm.com/technologies/artificial-intelligence/tutorials/building-a-machine-learning-node-for-node-red-using-tensorflowjs/
[19] https://randomwalkjapan.blogspot.com/2020/12/tensorflowjsthe-world-of-tensorflowjs.html
[9] https://twinybots.ch/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244789
[3] https://twitter.com/BuluttekinBaran/status/1346579028665315328?s=20
[3] https://proceedings.neurips.cc/paper/2020/file/9332c513ef44b682e9347822c2e457ac-Paper.pdf
[3] https://www.csail.mit.edu/news/more-compatible-coding-machine-learning-0
[2] https://twitter.com/emilyxxie/status/1291449998140473346
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fheartbeat.fritz.ai%2Fbuild-and-deploy-an-image-classification-api-with-nodejs-express-and-tensorflow-js-mobilenet-f1b31bedab29
[2] https://www.youtube.com/watch?v=cOC-ad0BsY0&feature=youtu.be


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 G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244789
[4] https://twinybots.ch/
[2] https://developer.ibm.com/technologies/artificial-intelligence/tutorials/building-a-machine-learning-node-for-node-red-using-tensorflowjs/
[1] https://twitter.com/i/web/status/1348944170820386819
[1] https://www.freecodecamp.org/news/tensorflowjs-full-course/
[1] https://www.youtube.com/watch?v=GskMuu821NI&list=PLQY2H8rRoyvzSZZuF0qJpoJxZR1NgzcZw&index=1

[1] https://github.com/jasonmayes/Real-Time-Person-Removal
[1] https://www.marktechpost.com/2021/01/12/machine-learning-metadata-mlmd-a-library-to-track-full-lineage-of-machine-learning-workflow/

Top URLs in Tweet in G4:
[3] https://twitter.com/BuluttekinBaran/status/1346579028665315328?s=20
[2] https://proceedings.neurips.cc/paper/2020/file/9332c513ef44b682e9347822c2e457ac-Paper.pdf
[2] https://www.csail.mit.edu/news/more-compatible-coding-machine-learning-0
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244789
[1] https://developer.ibm.com/technologies/artificial-intelligence/tutorials/building-a-machine-learning-node-for-node-red-using-tensorflowjs/
[1] https://twitter.com/i/web/status/1348809230611046402

Top URLs in Tweet in G5:
[2] https://developer.ibm.com/technologies/artificial-intelligence/tutorials/building-a-machine-learning-node-for-node-red-using-tensorflowjs/
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fheartbeat.fritz.ai%2Fbuild-and-deploy-an-image-classification-api-with-nodejs-express-and-tensorflow-js-mobilenet-f1b31bedab29
[1] https://twitter.com/i/web/status/1312652389279694851

Top URLs in Tweet in G6:
[19] https://randomwalkjapan.blogspot.com/2020/12/tensorflowjsthe-world-of-tensorflowjs.html
[1] https://developer.ibm.com/technologies/artificial-intelligence/tutorials/building-a-machine-learning-node-for-node-red-using-tensorflowjs/
[1] https://www.youtube.com/watch?v=dnDb-RAvxHg&list=PL57Dnr1H_egukaDgFqwEnDVStd7Jktg1E&index=1&t=1s

[1] https://www.rocksetta.com/tensorflowjs/pre-trained/34-switch-models.html
[1] https://www.rocksetta.com/tensorflowjs/
[1] https://www.rocksetta.com/social-distance/index.html
[1] https://github.com/code2k13/posturedetection
[1] https://www.customvision.ai/
[1] https://twitter.com/i/web/status/1348208015766380544

Top URLs in Tweet in G7:
[2] https://twitter.com/emilyxxie/status/1291449998140473346
[1] https://blog.tensorflow.org/2020/09/bringing-mona-lisa-effect-to-life-tensorflow-js.html?linkId=100478103
[1] https://acm.skillport.com/skillportfe/main.action?path=summary/BOOKS/153807
[1] https://monalisaeffect.com/
[1] https://developer.ibm.com/technologies/artificial-intelligence/tutorials/building-a-machine-learning-node-for-node-red-using-tensorflowjs/

Top URLs in Tweet in G8:
[18] https://developer.ibm.com/technologies/artificial-intelligence/tutorials/building-a-machine-learning-node-for-node-red-using-tensorflowjs/
[4] https://twinybots.ch/

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1225558609062453250

Top URLs in Tweet in G10:
[1] https://twinybots.ch/
[1] https://developer.ibm.com/technologies/artificial-intelligence/tutorials/building-a-machine-learning-node-for-node-red-using-tensorflowjs/

Top Domains
Top Domains in Tweet in Entire Graph:
[26] ibm.com
[19] blogspot.com
[11] twitter.com
[9] twinybots.ch
[6] youtube.com
[5] nodexlgraphgallery.org
[3] neurips.cc
[3] mit.edu
[3] rocksetta.com
[2] github.com

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

Top Domains in Tweet in G3:
[4] nodexlgraphgallery.org
[4] twinybots.ch
[2] ibm.com
[1] twitter.com
[1] freecodecamp.org
[1] youtube.com
[1] github.com
[1] marktechpost.com

Top Domains in Tweet in G4:
[4] twitter.com
[2] neurips.cc
[2] mit.edu
[1] nodexlgraphgallery.org
[1] ibm.com

Top Domains in Tweet in G5:
[2] ibm.com
[2] medium.com
[1] twitter.com

Top Domains in Tweet in G6:
[19] blogspot.com
[3] rocksetta.com
[1] ibm.com
[1] youtube.com
[1] github.com
[1] customvision.ai
[1] twitter.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] tensorflow.org
[1] skillport.com
[1] monalisaeffect.com
[1] ibm.com

Top Domains in Tweet in G8:
[18] ibm.com
[4] twinybots.ch

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

Top Domains in Tweet in G10:
[1] twinybots.ch
[1] ibm.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[173] machinelearning
[172] tensorflowjs
[151] ai
[132] python
[128] rl
[122] ces2021
[49] tensorflow
[24] node
[24] tutorial
[11] pytorch



Top Hashtags in Tweet in G1:
[2] machinelearning
[2] tensorflowjs
[2] ai
[1] ml
[1] pytorch
[1] neurips
[1] tensorflow
[1] rl
[1] python
[1] ces2021

Top Hashtags in Tweet in G2:
[62] ai
[62] machinelearning
[62] rl
[62] tensorflowjs
[62] python
[62] ces2021

Top Hashtags in Tweet in G3:
[54] machinelearning
[50] tensorflowjs
[49] ai
[47] rl
[47] python
[47] ces2021
[5] javascript
[4] tensorflow
[4] learning
[4] ui

Top Hashtags in Tweet in G4:
[17] tensorflow
[14] tensorflowjs
[10] machinelearning
[10] ai
[8] pytorch
[7] rl
[7] python
[5] bibliotecas
[5] aprendizaje
[5] automático

Top Hashtags in Tweet in G5:
[22] tensorflowjs
[11] python
[10] ai
[9] machinelearning
[9] nodejs
[7] rl
[7] ces2021
[6] 100daysofcode
[4] 30daysofcode
[4] javascript

Top Hashtags in Tweet in G6:
[4] machinelearning
[3] ml
[3] tensorflow
[3] ai
[3] プログラミング独学
[3] プログラミング初心者
[3] プログラミング学習中
[2] madewithtfjs
[1] node
[1] tutorial

Top Hashtags in Tweet in G7:
[11] tensorflowjs
[6] creativecoding
[5] posenet
[5] p5js
[5] デザイニウãƒ
[5] machinelearning
[4] ai
[2] tensorflow
[2] tech
[1] deeplearning

Top Hashtags in Tweet in G8:
[22] machinelearning
[17] node
[17] tensorflow
[17] tutorial
[4] learning
[4] ui
[1] javascript
[1] nodejs
[1] software
[1] softwaredev

Top Hashtags in Tweet in G9:
[6] tensorflowjs
[6] ai
[5] bigdata
[5] analytics
[5] datascience
[1] tensorflow
[1] pytorch
[1] machinelearning
[1] rl
[1] python

Top Hashtags in Tweet in G10:
[2] machinelearning
[2] tensorflowjs
[1] ai
[1] ml
[1] ki
[1] rl
[1] python
[1] tech
[1] technology
[1] gamedev

Top Words
Top Words in Tweet in Entire Graph:
[173] #machinelearning
[172] #tensorflowjs
[151] #ai
[142] learning
[138] machine
[132] #python
[128] #rl
[127] 2014
[127] 2020
[125] tensorflow

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

Top Words in Tweet in G2:
[62] popular
[62] machine
[62] learning
[62] libraries
[62] 2014
[62] 2020
[62] #ai
[62] #machinelearning
[62] #rl
[62] #tensorflowjs

Top Words in Tweet in G3:
[56] learning
[55] machine
[54] #machinelearning
[50] #tensorflowjs
[49] #ai
[47] #rl
[47] #python
[47] #ces2021
[46] popular
[46] libraries

Top Words in Tweet in G4:
[17] #tensorflow
[14] #tensorflowjs
[12] enzyme
[12] compiler
[12] plug
[12] importing
[12] foreign
[12] code
[12] systems
[12] without

Top Words in Tweet in G5:
[22] #tensorflowjs
[19] ai
[17] first
[17] experience
[17] webrtc
[17] ml
[17] web
[17] love
[17] detects
[17] feel

Top Words in Tweet in G6:
[10] tensorflowjs
[6] svpino
[6] co
[5] jhowkdzdel
[4] #machinelearning
[4] using
[4] learn
[4] js
[4] tensorflow
[4] ホームページを開くだけで走るai

Top Words in Tweet in G7:
[35] ãƒ
[11] mona
[11] #tensorflowjs
[10] æ
[8] tensorflow
[7] lisa
[7] urban
[7] legend
[7] eyes
[7] follow

Top Words in Tweet in G8:
[25] node
[22] #machinelearning
[21] build
[21] red
[21] using
[21] js
[17] #node
[17] #tensorflow
[17] great
[17] #tutorial

Top Words in Tweet in G9:
[6] #tensorflowjs
[6] #ai
[5] automl
[5] vision
[5] edge
[5] loading
[5] running
[5] model
[5] part
[5] #bigdata

Top Words in Tweet in G10:
[3] rtx
[2] #machinelearning
[2] #tensorflowjs
[2] node

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[138] machine,learning
[127] 2014,2020
[127] 2020,#ai
[127] #ai,#machinelearning
[127] #rl,#tensorflowjs
[127] #tensorflowjs,#python
[126] #machinelearning,#rl
[122] libraries,2014
[121] popular,machine
[121] learning,libraries

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

Top Word Pairs in Tweet in G2:
[62] popular,machine
[62] machine,learning
[62] learning,libraries
[62] libraries,2014
[62] 2014,2020
[62] 2020,#ai
[62] #ai,#machinelearning
[62] #machinelearning,#rl
[62] #rl,#tensorflowjs
[62] #tensorflowjs,#python

Top Word Pairs in Tweet in G3:
[55] machine,learning
[47] #ai,#machinelearning
[46] popular,machine
[46] learning,libraries
[46] libraries,2014
[46] 2014,2020
[46] 2020,#ai
[46] #machinelearning,#rl
[46] #rl,#tensorflowjs
[46] #tensorflowjs,#python

Top Word Pairs in Tweet in G4:
[12] enzyme,compiler
[12] compiler,plug
[12] plug,importing
[12] importing,foreign
[12] foreign,code
[12] code,systems
[8] wohoo,testing
[8] testing,readyplayerme
[8] readyplayerme,fullbody
[8] fullbody,avatars

Top Word Pairs in Tweet in G5:
[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
[17] based,facial

Top Word Pairs in Tweet in G6:
[5] co,jhowkdzdel
[4] ホームページを開くだけで走るai,あなたのpcのgpuパワーを試してみよう
[3] using,tensorflowjs
[3] #ai,#プログラミング独学
[3] #プログラミング独学,#プログラミング初心者
[3] #プログラミング初心者,#プログラミング学習中
[3] tensorflow,js
[3] js,toys
[3] toys,take
[3] take,look

Top Word Pairs in Tweet in G7:
[20] ãƒ,ãƒ
[7] mona,lisa
[7] urban,legend
[7] legend,mona
[7] eyes,follow
[7] follow,move
[7] move,around
[7] around,room
[5] effect,life
[5] #posenet,ãƒ

Top Word Pairs in Tweet in G8:
[21] red,using
[17] build,#machinelearning
[17] #machinelearning,node
[17] node,#node
[17] #node,red
[17] using,#tensorflow
[17] #tensorflow,js
[17] js,great
[17] great,#tutorial
[17] #tutorial,gt

Top Word Pairs in Tweet in G9:
[5] automl,vision
[5] vision,edge
[5] edge,loading
[5] loading,running
[5] running,#tensorflowjs
[5] #tensorflowjs,model
[5] model,part
[5] part,#bigdata
[5] #bigdata,#analytics
[5] #analytics,#datascience

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@haroldsinnott
@mit_csail
@deeplear
@maxbill_design
@jblefevre60
@ayeolakenny
@tensorflow
@_asifbhat_

Top Mentioned in G1:
@mit_csail
@haroldsinnott

Top Mentioned in G2:
@haroldsinnott
@deeplear
@mit_csail
@deeplearn007
@spirosmargaris
@jblefevre60
@paula_piccard
@ipfconline1
@baski_la

Top Mentioned in G3:
@haroldsinnott
@deeplear
@jblefevre60
@_asifbhat_
@har
@mit_csail
@jason_mayes
@tensorflow

Top Mentioned in G4:
@getwolf3d
@vlandio
@arzyaprinciple
@catchar
@haroldsinnott
@dansar39
@deeplear
@mit_csail
@funmachinelearn
@brianlinux

Top Mentioned in G5:
@ayeolakenny
@samshandle_
@sarthaksavvy
@haroldsinnott
@deeplear
@fritzlabs
@js16988243
@kiranism_
@maxbill_design

Top Mentioned in G6:
@tensorflowjs
@ponpokofamilly
@dpuiatti
@svpino
@sarthaksavvy
@rocksetta
@maxbill_design
@azure
@tensorflow
@haroldsinnott

Top Mentioned in G7:
@tensorflow
@eatora22
@emilyxxie
@jdiossantos
@emil
@acmeducation
@tensorboard
@ml5js
@littledogsmedia
@haroldsinnott

Top Mentioned in G8:
@maxbill_design
@corizance
@mit_csail
@haroldsinnott
@deeplear
@dpuiatti

Top Mentioned in G9:
@gp_pulipaka
@mit_csail
@arzyaprinciple
@haroldsinnott
@deeplear

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

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

Top Tweeters in G2:
@andrewmorrisuk
@ssxman2
@thecuriousluke
@dcarsoncpa
@spirosmargaris
@mench90
@ing_martin_v
@dd_fafa_
@haroldsinnott
@labordeolivier

Top Tweeters in G3:
@codegnuts
@bexxmodd
@ml_tweet_bot
@shicooks
@gvalan
@hubofml
@trendsinai
@fmfrancoise
@jblefevre60
@ipfconline1

Top Tweeters in G4:
@nicochan33
@ricardo_ik_ahau
@fullnam35087976
@gdprai
@hernangraffe
@procurementstar
@procurement2030
@supplychain2030
@shybot7
@godess_aneyha

Top Tweeters in G5:
@xaelbot
@codedailybot
@codernotesbot
@women_who_code
@30xcodes
@devvibesbot
@iot_technojeder
@morolswediu
@quebreda
@thefierybot

Top Tweeters in G6:
@friday_js_bot
@pythonbot_
@smozmc
@mitsuse_t
@reona396
@azure
@svpino
@tomoyan596
@topdecatfish
@adnan_hashmi

Top Tweeters in G7:
@coder_487
@discovertech3
@brainroaring
@rzeszow
@acmeducation
@p5tbot1
@nponta_tanuki
@emilyxxie
@littledogsmedia
@tensorflow

Top Tweeters in G8:
@thedeveloperbot
@code_convention
@artificialbra1n
@codeflawbot
@iotworlds
@corizance
@lincolnmunene9
@whoismikey
@sigularityhub
@keddyahir

Top Tweeters in G9:
@llnuxbot
@the404code
@gp_pulipaka
@mantame1
@bhaskarareddys

Top Tweeters in G10:
@tfconsult
@aisear_ch
@gelunka


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