tensorflowjs, Twitter, 8/30/2020 7:09:41 AM, 233875


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tensorflowjs_2020-08-29_19-40-48.xlsx
tensorflowjs_2020-08-29_19-40-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 30, 2020
Short Description:
tensorflowjs via NodeXL https://bit.ly/3gBm9A0
@tensorflow
@jason_mayes
@emilyxxie
@techtrendingnow
@risingodegua
@rocksetta
@algorithmsb
@shybot7
@thedeveloperbot
@westurner

Top hashtags:
#tensorflowjs
#machinelearning
#tensorflow
#javascript
#madewithtfjs
#ml

Description:
Description
The graph represents a network of 311 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, 30 August 2020 at 02:41 UTC.

The requested start date was Sunday, 30 August 2020 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, 15-hour, 32-minute period from Sunday, 16 August 2020 at 01:27 UTC to Saturday, 29 August 2020 at 16:59 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 : 311
Unique Edges : 205
Edges With Duplicates : 708
Total Edges : 913
Number of Edge Types : 5
Retweet : 324
MentionsInRetweet : 450
Mentions : 68
Replies to : 15
Tweet : 56
Self-Loops : 57
Reciprocated Vertex Pair Ratio : 0.0398230088495575
Reciprocated Edge Ratio : 0.0765957446808511
Connected Components : 28
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 275
Maximum Edges in a Connected Component : 873
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.236032
Graph Density : 0.00487501296546001
Modularity : 0.389472
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 311 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, 30 August 2020 at 02:41 UTC.

The requested start date was Sunday, 30 August 2020 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, 15-hour, 32-minute period from Sunday, 16 August 2020 at 01:27 UTC to Saturday, 29 August 2020 at 16:59 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:
[14] https://github.com/model-zoo/shift-ctrl-f
[7] https://codelabs.developers.google.com/codelabs/tensorflowjs-firebase-hosting-model/index.html#
[4] https://towardsdatascience.com/handwritten-digit-recognition-with-tensorflow-js-6ddb22ae195f?_branch_match_id=link-825601414411003402
[4] https://google.dev/
[3] https://www.rocksetta.com/tensorflowjs/
[3] https://livecodestream.dev/post/2020-06-23-speech-recognition-with-tensorflowjs/
[3] https://randomwalkjapan.blogspot.com/2020/06/nodejstensorflow-how-to-setup.html
[3] https://news.ycombinator.com/item?id=24272568
[3] https://briefly.co/anchor/Data_science/story/ai-emotion-detection-in-the-browser-with-transfer-learning-and-tensorflowjs?f=gravlax&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Data_science
[2] https://hpssjellis.github.io/lightening-talk-Pecha-Kucha-tensorflowjs/

Top URLs in Tweet in G1:
[3] https://github.com/model-zoo/shift-ctrl-f
[2] https://codelabs.developers.google.com/codelabs/tensorflowjs-firebase-hosting-model/index.html?index=../..index&linkId=97379793#0
[1] https://www.youtube.com/watch?v=DvS_W8E7Mu8&feature=youtu.be

[1] http://tfjs.converters.save

Top URLs in Tweet in G2:
[1] https://monalisaeffect.com/

Top URLs in Tweet in G3:
[3] https://randomwalkjapan.blogspot.com/2020/06/nodejstensorflow-how-to-setup.html
[2] https://www.twitch.tv/jlengstorf
[1] https://twitter.com/TensorFlow/status/1295420115874385920
[1] https://twitter.com/TensorFlow/status/1296144948102823938
[1] https://twitter.com/i/web/status/1296190313481019397
[1] https://twitter.com/i/web/status/1296599149748551680
[1] https://twitter.com/i/web/status/1295575721377636353
[1] https://www.learnwithjason.dev/machine-learning-with-tensorflow-in-javascript
[1] https://twitter.com/TensorFlow/status/1298319913665409024
[1] https://twitter.com/cyrildiagne/status/1296146886215303168

Top URLs in Tweet in G4:
[3] https://www.rocksetta.com/tensorflowjs/
[2] https://hpssjellis.github.io/lightening-talk-Pecha-Kucha-tensorflowjs/
[2] https://github.com/hpssjellis/my-examples-for-the-arduino-portentaH7/tree/master/m09-Tensoflow
[1] https://stackoverflow.com/questions/63438419/command-line-tensorflowjs-converter-quantization-to-tensorflowlite-output-file-i?stw=2
[1] https://storage.googleapis.com/tfhub-modules/google/aiy/vision/classifier/birds_V1/1.tar.gz
[1] https://www.rocksetta.com/social-distance/index.html
[1] https://twitter.com/i/web/status/1295612523782082560
[1] https://twitter.com/Mvandepanne/status/1298796091597393920
[1] https://github.com/hpssjellis/particle.io-photon-high-school-robotics
[1] https://github.com/hpssjellis/my-examples-for-the-arduino-portentaH7/tree/master/m09-Tensoflow/tfjs-convert-to-arduino-header

Top URLs in Tweet in G5:
[1] https://twitter.com/fritzlabs/status/1298254908060307456
[1] https://twitter.com/i/web/status/1296091174315401216

Top URLs in Tweet in G6:
[7] https://github.com/model-zoo/shift-ctrl-f
[3] https://news.ycombinator.com/item?id=24272568
[1] https://madewithml.com/projects/2170/tensorflowjs-firebase/
[1] https://briefly.co/anchor/Artificial_intelligence/story/getting-started---ai-image-classification-with-tensorflowjs?f=landjaeger&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Artificial_intelligence
[1] https://twitter.com/i/web/status/1295810221059825664
[1] https://twitter.com/i/web/status/1296094933238063105
[1] https://briefly.co/anchor/Software_development/story/pre-trained-ai-emotion-detection-with-face-api-and-tensorflowjs?f=ameribella&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Software_development
[1] https://github.com/model-zoo/shift-ctrl-f?utm_source=dlvr.it&utm_medium=twitter
[1] https://hackerfall.com/story/show-hn-shift-ctrl-f-search-a-webpage-with-natural
[1] http://foxmarcytw.blogspot.com/2020/08/show-hn-shift-ctrl-f-search-webpage.html

Top URLs in Tweet in G7:
[7] https://codelabs.developers.google.com/codelabs/tensorflowjs-firebase-hosting-model/index.html#
[4] https://github.com/model-zoo/shift-ctrl-f
[3] https://towardsdatascience.com/handwritten-digit-recognition-with-tensorflow-js-6ddb22ae195f?_branch_match_id=link-825601414411003402
[3] https://livecodestream.dev/post/2020-06-23-speech-recognition-with-tensorflowjs/
[3] https://briefly.co/anchor/Data_science/story/ai-emotion-detection-in-the-browser-with-transfer-learning-and-tensorflowjs?f=gravlax&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Data_science
[1] https://twitter.com/i/web/status/1296690562007830529
[1] https://www.linkedin.com/slink?code=ef9hAin
[1] https://medium.com/@rossbulat/tensorflow-js-working-withtensors-and-training-a-model-f153d0d53ad0?_branch_match_id=link-824869779542636478
[1] https://dev.to/devdevcharlie/creating-a-github-action-to-detect-toxic-comments-using-tensorflow-js-13bo
[1] https://briefly.co/anchor/Data_science/story/getting-started---ai-image-classification-with-tensorflowjs?f=gravlax&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Data_science

Top URLs in Tweet in G8:
[1] https://twitter.com/Nwestninja1/status/1294370628896796673
[1] https://www.youtube.com/watch?v=CVClHLwv-4I&feature=youtu.be


Top URLs in Tweet in G9:
[2] https://www.websystemer.no/awesome-article-thank-you/
[1] https://cyrildiagne.github.io/ar-facedoodle/
[1] https://github.com/cyrildiagne/ar-facedoodle
[1] https://www.websystemer.no/pseudo-english%e2%80%8a-%e2%80%8atyping-practice-with-machine-learning/
[1] https://twitter.com/i/web/status/1295914377779073025

Top URLs in Tweet in G10:
[1] https://github.com/processing/p5.js/
[1] https://github.com/tensorflow/tfjs

Top Domains
Top Domains in Tweet in Entire Graph:
[23] github.com
[18] twitter.com
[9] google.com
[6] briefly.co
[5] towardsdatascience.com
[4] rocksetta.com
[4] blogspot.com
[4] google.dev
[3] github.io
[3] livecodestream.dev

Top Domains in Tweet in G1:
[3] github.com
[2] google.com
[1] youtube.com
[1] converters.save

Top Domains in Tweet in G2:
[1] monalisaeffect.com

Top Domains in Tweet in G3:
[7] twitter.com
[3] blogspot.com
[2] learnwithjason.dev
[2] twitch.tv
[2] towardsdatascience.com
[1] linkedin.com
[1] glitch.me
[1] glitch.com

Top Domains in Tweet in G4:
[4] rocksetta.com
[4] github.com
[3] twitter.com
[2] github.io
[1] stackoverflow.com
[1] googleapis.com

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

Top Domains in Tweet in G6:
[8] github.com
[3] ycombinator.com
[2] briefly.co
[2] twitter.com
[1] madewithml.com
[1] hackerfall.com
[1] blogspot.com
[1] jobssdubai.com

Top Domains in Tweet in G7:
[7] google.com
[4] github.com
[4] briefly.co
[3] towardsdatascience.com
[3] livecodestream.dev
[1] twitter.com
[1] linkedin.com
[1] medium.com
[1] dev.to

Top Domains in Tweet in G8:
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G9:
[3] websystemer.no
[1] github.io
[1] github.com
[1] twitter.com

Top Domains in Tweet in G10:
[2] github.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[117] tensorflowjs
[49] machinelearning
[44] tensorflow
[30] javascript
[24] madewithtfjs
[22] ml
[18] overfitting
[18] fun
[18] deeplearning
[18] danfojs



Top Hashtags in Tweet in G1:
[4] tfjs
[4] tensorflowjs
[3] tensorflow
[2] machinelearning
[1] javascript
[1] mobilebert
[1] ai
[1] deeplearning
[1] python
[1] overfitting

Top Hashtags in Tweet in G2:
[1] machinelearning
[1] ai
[1] deeplearning
[1] art
[1] tensorflow
[1] tensorflowjs
[1] creativecoding

Top Hashtags in Tweet in G3:
[57] tensorflowjs
[17] machinelearning
[14] madewithtfjs
[14] javascript
[12] livecode
[9] tensorflow
[9] deeplearning
[9] nlp
[9] devices
[9] expo

Top Hashtags in Tweet in G4:
[12] machinelearning
[9] ml
[8] tensorflowjs
[6] overfitting
[6] fun
[6] tensorflow
[3] tensorflowlite
[2] tensorflowlitemicro
[2] tensorflowliteforarduino
[2] tensorflowmicro

Top Hashtags in Tweet in G5:
[9] danfojs
[2] tensorflowjs
[1] codelab
[1] livecode

Top Hashtags in Tweet in G6:
[3] tensorflowjs
[1] ai
[1] deeplearning
[1] frontendlovevirtualmeetup
[1] software
[1] development
[1] dev
[1] brainjs
[1] showhn

Top Hashtags in Tweet in G7:
[24] tensorflow
[14] tensorflowjs
[13] machinelearning
[6] overfitting
[6] fun
[6] ml
[4] javascript
[4] data
[4] science
[3] ai

Top Hashtags in Tweet in G8:
[8] tensorflowjs
[4] javascript
[2] webgpu
[2] tfjs
[2] devchallenge
[1] distributedcomputer
[1] nodejs
[1] madewithtfjs

Top Hashtags in Tweet in G9:
[9] tensorflowjs
[7] javascript
[4] ar
[4] aiux
[4] machinelearning
[3] opencv
[2] webxr
[2] augmentedreality
[2] facemesh
[2] deeplearning

Top Hashtags in Tweet in G10:
[1] p5js
[1] tensorflowjs
[1] tfjs

Top Words
Top Words in Tweet in Entire Graph:
[120] end
[119] tensorflow
[117] #tensorflowjs
[108] model
[88] jason_mayes
[78] app
[77] made
[70] host
[69] ml
[68] using

Top Words in Tweet in G1:
[120] end
[68] tensorflow
[63] host
[63] codelab
[61] model
[60] ml
[60] ll
[60] create
[60] full
[60] system

Top Words in Tweet in G2:
[59] made
[58] urban
[58] legend
[58] mona
[58] lisa
[58] eyes
[58] follow
[58] move
[58] around
[58] room

Top Words in Tweet in G3:
[57] #tensorflowjs
[53] jason_mayes
[23] jlengstorf
[20] see
[20] using
[19] come
[19] #
[18] watch
[17] jason's
[17] #machinelearning

Top Words in Tweet in G4:
[14] #machinelearning
[11] talk
[9] #ml
[9] next
[9] power
[8] made
[8] tensorflowjs
[8] #tensorflowjs
[8] tfugindia
[8] join

Top Words in Tweet in G5:
[19] using
[19] building
[19] model
[17] risingodegua
[11] introductory
[11] tutorial
[11] danfojs
[11] tensorflowjs
[11] simple
[11] machine

Top Words in Tweet in G6:
[12] tensorflowjs
[12] shift
[12] ctrl
[12] search
[11] webpage
[11] natural
[11] language
[10] show
[10] hn
[3] tensorflow

Top Words in Tweet in G7:
[24] #tensorflow
[22] js
[20] tensorflow
[14] #tensorflowjs
[13] #machinelearning
[10] learning
[9] model
[9] jason_mayes
[8] deploy
[7] use

Top Words in Tweet in G8:
[11] dc_protocol
[8] #tensorflowjs
[8] accelerated
[7] webgpu
[7] tensorflowjs
[7] without
[6] team
[6] outstanding
[6] ai
[6] task

Top Words in Tweet in G9:
[9] #tensorflowjs
[7] #javascript
[6] cyrildiagne
[4] using
[4] #ar
[4] tensorflow
[4] #aiux
[4] #machinelearning
[4] demo
[3] drag

Top Words in Tweet in G10:
[8] js
[4] p5
[3] tensorflow
[2] clarecorthell
[2] seanjtaylor
[2] 3blue1brown
[2] khanacademy
[2] processingjs
[2] tf
[2] works

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[69] ml,model
[65] urban,legend
[65] legend,mona
[65] mona,lisa
[65] lisa,eyes
[65] eyes,follow
[65] follow,move
[65] move,around
[65] around,room
[65] room,made

Top Word Pairs in Tweet in G1:
[60] ml,model
[60] model,host
[60] host,codelab
[60] codelab,ll
[60] ll,create
[60] create,full
[60] full,end
[60] end,end
[60] end,system
[60] system,capable

Top Word Pairs in Tweet in G2:
[58] urban,legend
[58] legend,mona
[58] mona,lisa
[58] lisa,eyes
[58] eyes,follow
[58] follow,move
[58] move,around
[58] around,room
[58] room,made
[58] made,app

Top Word Pairs in Tweet in G3:
[12] come,watch
[12] watch,jason's
[12] jason's,jlengstorf
[12] jlengstorf,#livecode
[12] #livecode,see
[12] see,make
[12] make,lt
[12] lt,90
[12] 90,mins
[12] mins,#tensorflowjs

Top Word Pairs in Tweet in G4:
[8] next,talk
[8] talk,tfugindia
[8] tfugindia,join
[8] join,awesome
[8] awesome,speakers
[8] speakers,know
[8] know,leverage
[8] leverage,power
[7] hjdave,next
[7] power,tensorflow

Top Word Pairs in Tweet in G5:
[11] introductory,tutorial
[11] tutorial,using
[11] using,danfojs
[11] danfojs,tensorflowjs
[11] tensorflowjs,building
[11] building,simple
[11] simple,machine
[11] machine,learning
[11] learning,model
[10] risingodegua,introductory

Top Word Pairs in Tweet in G6:
[12] shift,ctrl
[11] ctrl,search
[11] search,webpage
[11] webpage,natural
[11] natural,language
[11] language,tensorflowjs
[10] show,hn
[10] hn,shift
[3] tensorflow,js

Top Word Pairs in Tweet in G7:
[19] tensorflow,js
[7] js,use
[7] use,firebase
[7] firebase,hosting
[7] hosting,deploy
[7] deploy,host
[7] host,machine
[7] machine,learning
[7] learning,model
[7] model,scale

Top Word Pairs in Tweet in G8:
[6] dc_protocol,team
[6] team,outstanding
[6] outstanding,ai
[6] ai,task
[6] task,force
[6] force,demonstrated
[6] demonstrated,webgpu
[6] webgpu,accelerated
[6] accelerated,tensorflowjs
[6] tensorflowjs,without

Top Word Pairs in Tweet in G9:
[3] using,drag
[3] drag,drop
[3] drop,#ar
[3] #ar,tensorflow
[3] tensorflow,#opencv
[3] #opencv,connect
[3] connect,zachlieberman
[3] zachlieberman,prints
[3] prints,video
[3] video,counterparts

Top Word Pairs in Tweet in G10:
[4] p5,js
[2] clarecorthell,seanjtaylor
[2] seanjtaylor,3blue1brown
[2] 3blue1brown,khanacademy
[2] khanacademy,p5
[2] js,processingjs
[2] processingjs,tensorflow
[2] tensorflow,js
[2] js,tf
[2] tf,js

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jason_mayes
@tensorflow
@emilyxxie
@risingodegua
@jlengstorf
@danfojs
@cyrildiagne
@nithanaroy
@yoavz_
@tensorflowjs

Top Mentioned in G1:
@tensorflow
@yoavz_
@_modelzoo_
@1littlecoder
@jason_mayes
@firebase
@emilyxxie
@googledevslatam
@cyrildiagne
@sjoerdapp

Top Mentioned in G2:
@emilyxxie
@tensorflow

Top Mentioned in G3:
@jason_mayes
@jlengstorf
@risingodegua
@maxbill_design
@nithanaroy
@exploringcosmos
@machine_ml
@funmachinelearn
@cyrildiagne
@danfojs

Top Mentioned in G4:
@tensorflowjs
@tfugindia
@hjdave
@tensorflow
@rocksetta
@jason_mayes
@arduino
@emilyxxie
@icraftoffice
@mvandepanne

Top Mentioned in G5:
@risingodegua
@danfojs
@jason_mayes
@jlengstorf

Top Mentioned in G7:
@jason_mayes
@pythonbot_
@valpellegr
@icraftoffice
@survivingwithan
@schappi
@adnan_hashmi
@risingodegua
@datascience_b
@dsjournal_

Top Mentioned in G8:
@dc_protocol
@webgpu
@youtube
@nwestninja1
@jjyepez
@nithanaroy
@risingodegua
@jason_mayes
@cyrildiagne

Top Mentioned in G9:
@cyrildiagne
@tensorflow
@zachlieberman
@jason_mayes
@valpellegr
@websystemer

Top Mentioned in G10:
@seanjtaylor
@3blue1brown
@khanacademy
@p5xjs
@tensorflow
@westurner
@clarecorthell

Top Tweeters
Top Tweeters in Entire Graph:
@aaroncuddeback
@rosenchild
@itknowingness
@taieb_bot
@andrewmorrisuk
@hntweets
@learn__together
@jborrego
@dataaugmented
@codegnuts

Top Tweeters in G1:
@rosenchild
@itknowingness
@dataaugmented
@daveaitel
@deepgradient
@mohapsat
@mpyeager
@mikeherman
@satseater
@xsavitar

Top Tweeters in G2:
@jborrego
@thecuriousluke
@dpesho
@ceobillionaire
@double_ronn
@reartistron
@goonersanti
@btcbee
@fluxcapdoodah
@julia_jens

Top Tweeters in G3:
@aaroncuddeback
@andrewmorrisuk
@codegnuts
@nlognbot
@jsnewsbot
@yovax
@nodequotesbot
@theinfernobot
@ml_tweet_bot
@machine_ml

Top Tweeters in G4:
@techtrendingnow
@youngapp_pf
@api_learnn
@florinpop1705
@mlb0t
@tweetbotsteve
@arduino
@algorithmsb
@petewarden
@manthan_ladva

Top Tweeters in G5:
@transitionswpz
@ayoolafelix
@godskid_cfc
@aholagunju
@mercymarkus
@__adedayo
@_caaddss
@orliph
@risingodegua
@d4ive

Top Tweeters in G6:
@hntweets
@hackerfallfeed
@winsontang
@hncynic
@betterhn50
@hackernewsj
@andoshin11
@hackernews100
@arpit
@justshowhn

Top Tweeters in G7:
@ricardo_ik_ahau
@bexxmodd
@pythonbot_
@datasciencebot_
@fabriciosx
@shybot7
@_oliviabot
@datascience_b
@survivingwithan
@adnan_hashmi

Top Tweeters in G8:
@thedeveloperbot
@nervencid
@youtube
@jjyepez
@jacktatar
@cru_camilo
@philstout
@dc_protocol
@nwestninja1
@webgpu

Top Tweeters in G9:
@taieb_bot
@harryhsolo
@websystemer
@zachlieberman
@phokuinc
@jeejeekwan
@sqcai
@cyrildiagne
@airx38886965

Top Tweeters in G10:
@fullnam35087976
@seanjtaylor
@westurner
@clarecorthell
@khanacademy
@3blue1brown
@p5xjs


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