tensorflowjs, Twitter, 9/18/2022 6:19:48 AM, 282012


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tensorflowjs_2022-09-17_20-44-25.xlsx
tensorflowjs_2022-09-17_20-44-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2022
Short Description:
tensorflowjs via NodeXL https://bit.ly/3Bhradq
@py_smart_bot
@bekahhw
@machinelearnflx
@jason_mayes
@javascriptflx
@datascience__
@pythonbot_
@thatjenperson
@bot_tensorflow
@shybot7

Top hashtags:
#tensorflow
#javascript
#tensorflowjs
#deeplearning
#learning
#ai

Description:
Description
The graph represents a network of 119 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, 18 September 2022 at 03:44 UTC.

The requested start date was Sunday, 18 September 2022 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, 25-minute period from Sunday, 04 September 2022 at 00:54 UTC to Saturday, 17 September 2022 at 16:19 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 : 119
Unique Edges : 41
Edges With Duplicates : 442
Total Edges : 483
Number of Edge Types : 5
Retweet : 177
MentionsInRetweet : 185
Replies to : 3
Tweet : 110
Mentions : 8
Self-Loops : 111
Reciprocated Vertex Pair Ratio : 0.0176991150442478
Reciprocated Edge Ratio : 0.0347826086956522
Connected Components : 22
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 77
Maximum Edges in a Connected Component : 420
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.84859
Graph Density : 0.00818971656459194
Modularity : 0.23491
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 119 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, 18 September 2022 at 03:44 UTC.

The requested start date was Sunday, 18 September 2022 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, 25-minute period from Sunday, 04 September 2022 at 00:54 UTC to Saturday, 17 September 2022 at 16:19 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:
[209] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[16] https://blog.tensorflow.org/2022/08/jax-on-web-with-tensorflowjs.html?utm_source=substack&utm_medium=email
[8] https://twinybots.ch/
[4] https://dev.to/deepgram/machine-learning-for-front-end-developers-get-started-with-tensorflowjs-1kmo
[4] https://blog.tensorflow.org/2022/08/jax-on-web-with-tensorflowjs.html
[2] https://academy.infinite.red/p/beginning-machine-learning-with-tensorflow-js
[2] https://developers.deepgram.com/blog/2022/08/getting-started-with-tensorflowjs/?utm_medium=twitter&utm_source=DEVREL&utm_campaign=blog&utm_content=/blog/2022/08/getting-started-with-tensorflowjs/
[1] https://twitter.com/i/web/status/1570259197513830401
[1] https://www.linkedin.com/pulse/tensorflowjs-monthly-8-exponential-growth-jax-js-conversion-mayes/?trackingId=XiT1KJURRNO8HVpbGnL8WQ%3D%3D
[1] https://www.eventbrite.com/e/machine-learning-in-javascript-an-introduction-to-tensorflowjs-tickets-413685363057?aff=erelexpmlt&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[63] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs

Top URLs in Tweet in G2:
[36] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D1zdHZvRbHwE%26feature%3Dyoutu.be&q=EgS4SO-bGJDD5PoFIhkA8aeDS8OTsno5Wr9VI_HbQqNotbpq44DsMgFy
[1] https://blog.tensorflow.org/2022/08/jax-on-web-with-tensorflowjs.html?utm_source=substack&utm_medium=email
[1] https://twitter.com/i/web/status/1570425979213938690
[1] https://storage.googleapis.com/tfjs-models/demos/3dphoto/index.html
[1] https://github.com/tensorflow/tfjs-models/tree/master/depth-estimation
[1] https://storage.googleapis.com/tfjs-models/demos/face-detection/index.html?model=mediapipe_face_detector
[1] https://github.com/tensorflow/tfjs-models/tree/master/face-detection
[1] https://blog.tensorflow.org/2022/08/jax-on-web-with-tensorflowjs.html?linkId=8185046
[1] https://twitter.com/GoogleDevEurope/status/1559208104251850753

Top URLs in Tweet in G3:
[61] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs

Top URLs in Tweet in G4:
[2] https://developers.deepgram.com/blog/2022/08/getting-started-with-tensorflowjs/?utm_medium=twitter&utm_source=DEVREL&utm_campaign=blog&utm_content=/blog/2022/08/getting-started-with-tensorflowjs/

Top URLs in Tweet in G5:
[1] https://www.linkedin.com/pulse/tensorflowjs-monthly-8-exponential-growth-jax-js-conversion-mayes/?trackingId=XiT1KJURRNO8HVpbGnL8WQ%3D%3D
[1] https://www.meetup.com/data-umbrella/events/288166766/

Top URLs in Tweet in G6:
[4] https://twinybots.ch/
[4] https://blog.tensorflow.org/2022/08/jax-on-web-with-tensorflowjs.html?utm_source=substack&utm_medium=email
[4] https://dev.to/deepgram/machine-learning-for-front-end-developers-get-started-with-tensorflowjs-1kmo
[1] https://res.cloudinary.com/practicaldev/image/fetch/s--C9tp_DCR--/c_limit%252Cf_auto%252Cfl_progressive%252Cq_auto%252Cw_880/https%3A//dev-to-uploads.s3.amazonaws.com/uploads/articles/b9xr6gxxry4saq3nbwcq.png
[1] https://www.eventbrite.com/e/machine-learning-in-javascript-an-introduction-to-tensorflowjs-tickets-413685363057?aff=erelexpmlt&utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/i/web/status/1570259197513830401

Top URLs in Tweet in G7:
[46] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs

Top URLs in Tweet in G8:
[3] https://blog.tensorflow.org/2022/08/jax-on-web-with-tensorflowjs.html

Top URLs in Tweet in G9:
[5] https://blog.tensorflow.org/2022/08/jax-on-web-with-tensorflowjs.html?utm_source=substack&utm_medium=email

Top URLs in Tweet in G10:
[1] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs

Top Domains
Top Domains in Tweet in Entire Graph:
[209] edx.org
[21] tensorflow.org
[8] twinybots.ch
[4] twitter.com
[4] dev.to
[2] infinite.red
[2] deepgram.com
[2] googleapis.com
[2] github.com
[1] linkedin.com

Top Domains in Tweet in G1:
[63] edx.org

Top Domains in Tweet in G2:
[36] edx.org
[2] tensorflow.org
[2] twitter.com
[2] googleapis.com
[2] github.com
[1] google.com

Top Domains in Tweet in G3:
[61] edx.org

Top Domains in Tweet in G4:
[2] deepgram.com

Top Domains in Tweet in G5:
[1] linkedin.com
[1] meetup.com

Top Domains in Tweet in G6:
[4] twinybots.ch
[4] tensorflow.org
[4] dev.to
[1] cloudinary.com
[1] eventbrite.com
[1] twitter.com

Top Domains in Tweet in G7:
[46] edx.org

Top Domains in Tweet in G8:
[3] tensorflow.org

Top Domains in Tweet in G9:
[5] tensorflow.org

Top Domains in Tweet in G10:
[1] edx.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[131] tensorflow
[82] javascript
[19] tensorflowjs
[16] deeplearning
[10] learning
[9] ai
[6] automated
[4] madewithtfjs
[3] p5js
[3] mediapipe



Top Hashtags in Tweet in G1:
[63] tensorflow

Top Hashtags in Tweet in G2:
[36] javascript
[11] tensorflowjs
[5] tensorflow
[2] madewithtfjs
[1] deeplearning
[1] ai
[1] automated
[1] webml
[1] tensorflowdecisionforests

Top Hashtags in Tweet in G3:
[61] tensorflow

Top Hashtags in Tweet in G4:
[1] madewithtfjs

Top Hashtags in Tweet in G5:
[2] ml
[1] webml
[1] ai
[1] js
[1] cziscience
[1] neo4j
[1] tensorflowjs

Top Hashtags in Tweet in G6:
[4] deeplearning
[4] learning
[1] javascriptnews

Top Hashtags in Tweet in G7:
[46] javascript

Top Hashtags in Tweet in G8:
[1] tensorflowjs

Top Hashtags in Tweet in G9:
[5] deeplearning
[5] ai
[5] automated

Top Words
Top Words in Tweet in Entire Graph:
[260] js
[256] tensorflow
[220] javascript
[214] developers
[211] google
[210] ai
[131] #tensorflow
[82] #javascript
[48] javascriptflx
[34] pythonbot_

Top Words in Tweet in G1:
[63] google
[63] ai
[63] javascript
[63] developers
[63] tensorflow
[63] js
[63] #tensorflow
[18] machinelearnflx
[12] pythonbot_
[10] datascience__

Top Words in Tweet in G2:
[48] tensorflow
[45] js
[36] google
[36] ai
[36] javascript
[36] developers
[36] #javascript
[31] javascriptflx
[13] model
[12] check

Top Words in Tweet in G3:
[61] google
[61] ai
[61] javascript
[61] developers
[61] tensorflow
[61] js
[61] #tensorflow
[22] pythonbot_
[5] machinelearnflx
[4] datascience__

Top Words in Tweet in G4:
[11] wrote
[10] bekahhw
[9] front
[9] end
[9] tensorflow
[9] js
[8] devs
[8] included
[8] ml
[8] data

Top Words in Tweet in G5:
[9] js
[5] tensorflow
[5] upcoming
[5] event
[5] machine
[5] learning
[5] javascript
[5] introduction
[5] tensorflowjs
[5] howdevelop

Top Words in Tweet in G6:
[8] tensorflow
[8] js
[8] machine
[8] learning
[5] developers
[4] jax
[4] web
[4] #deeplearning
[4] #learning
[4] front

Top Words in Tweet in G7:
[46] google
[46] ai
[46] javascript
[46] developers
[46] tensorflow
[46] js
[46] #javascript
[17] javascriptflx

Top Words in Tweet in G8:
[7] create
[7] demos
[7] jax
[6] andreaspsteiner
[6] know
[6] easy
[6] flax
[6] models
[6] run
[6] browser

Top Words in Tweet in G9:
[5] #deeplearning
[5] #ai
[5] #automated
[5] jax
[5] web
[5] tensorflow
[5] js
[4] hasdid

Top Words in Tweet in G10:
[6] javascript
[4] machine
[4] learning
[4] gpu
[3] svpino
[3] browser
[3] js
[3] course
[2] without
[2] python

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[253] tensorflow,js
[210] google,ai
[210] ai,javascript
[209] javascript,developers
[209] developers,tensorflow
[129] js,#tensorflow
[77] js,#javascript
[48] javascriptflx,google
[34] pythonbot_,google
[25] machine,learning

Top Word Pairs in Tweet in G1:
[63] google,ai
[63] ai,javascript
[63] javascript,developers
[63] developers,tensorflow
[63] tensorflow,js
[63] js,#tensorflow
[18] machinelearnflx,google
[12] pythonbot_,google
[10] datascience__,google

Top Word Pairs in Tweet in G2:
[45] tensorflow,js
[36] google,ai
[36] ai,javascript
[36] javascript,developers
[36] developers,tensorflow
[31] javascriptflx,google
[31] js,#javascript
[6] check,blog
[5] very,similar
[5] similar,genetic

Top Word Pairs in Tweet in G3:
[61] google,ai
[61] ai,javascript
[61] javascript,developers
[61] developers,tensorflow
[61] tensorflow,js
[61] js,#tensorflow
[22] pythonbot_,google
[5] machinelearnflx,google
[4] datascience__,google

Top Word Pairs in Tweet in G4:
[9] front,end
[9] tensorflow,js
[8] end,devs
[8] devs,included
[8] included,ml
[8] ml,data
[8] data,science
[8] science,conversations
[8] conversations,wrote
[8] wrote,tensorflow

Top Word Pairs in Tweet in G5:
[5] tensorflow,js
[5] upcoming,event
[5] event,machine
[5] machine,learning
[5] learning,javascript
[5] javascript,introduction
[5] introduction,tensorflowjs
[5] tensorflowjs,howdevelop
[5] howdevelop,tue
[4] js,monthly

Top Word Pairs in Tweet in G6:
[8] tensorflow,js
[8] machine,learning
[4] jax,web
[4] web,tensorflow
[4] js,#deeplearning
[4] #deeplearning,#learning
[4] learning,front
[4] front,end
[4] end,developers
[4] developers,started

Top Word Pairs in Tweet in G7:
[46] google,ai
[46] ai,javascript
[46] javascript,developers
[46] developers,tensorflow
[46] tensorflow,js
[46] js,#javascript
[17] javascriptflx,google

Top Word Pairs in Tweet in G8:
[6] know,easy
[6] easy,create
[6] create,demos
[6] demos,jax
[6] jax,flax
[6] flax,models
[6] models,run
[6] run,browser
[6] browser,see
[6] see,blogpost

Top Word Pairs in Tweet in G9:
[5] #deeplearning,#ai
[5] #ai,#automated
[5] #automated,jax
[5] jax,web
[5] web,tensorflow
[5] tensorflow,js
[4] hasdid,#deeplearning

Top Word Pairs in Tweet in G10:
[4] machine,learning
[2] svpino,machine
[2] learning,without
[2] without,python
[2] python,browser
[2] browser,javascript
[2] javascript,gpu
[2] gpu,access
[2] access,thru
[2] thru,webgl

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@javascriptflx
@pythonbot_
@machinelearnflx
@datascience__
@bekahhw
@tensorflow
@andreaspsteiner
@thatjenperson
@hasdid
@howdevelop

Top Mentioned in G1:
@machinelearnflx
@pythonbot_
@datascience__

Top Mentioned in G2:
@javascriptflx
@tensorflow
@thatjenperson
@gantlaborde
@datascience__
@bekahhw
@machinelearnflx
@hasdid

Top Mentioned in G3:
@pythonbot_
@machinelearnflx
@datascience__

Top Mentioned in G4:
@bekahhw
@deepgramai

Top Mentioned in G5:
@howdevelop
@dataumbrella
@jason_mayes
@thekevinscott
@iancharnas
@marielpettee
@bekahhw

Top Mentioned in G7:
@javascriptflx

Top Mentioned in G8:
@andreaspsteiner
@javierluraschi

Top Mentioned in G9:
@hasdid

Top Mentioned in G10:
@svpino
@wikibinator

Top Tweeters
Top Tweeters in Entire Graph:
@goaidev
@bungobot1
@m157q_news_rss
@machinelearnflx
@waterworxuk
@feedpushr
@fullnam35087976
@javascriptflx
@ayirpelle
@nick_barnes

Top Tweeters in G1:
@machinelearnflx
@datascience__
@norbertpiske
@corpus_news
@eintsein1980
@ing_martin_v
@samadovaabditch
@bot_tensorflow
@gasperonirobert
@aneesha

Top Tweeters in G2:
@goaidev
@fullnam35087976
@ahmedbomorgan
@learyberk
@py_smart_bot
@arphp
@gantlaborde
@chadbr
@thatjenperson
@tensorflow

Top Tweeters in G3:
@bungobot1
@nick_barnes
@pythonbot_
@shybot7
@nabilbouzerna
@fernandoavanzo
@th3digitaldoc
@tek_elo
@farouqmusar55
@vjani

Top Tweeters in G4:
@mildmojo
@shoseki
@bekahhw
@davidmedberry
@kyla_christin_e
@gatere_mark
@jesserweigel
@the_brianb
@deepgramai
@forthedevs

Top Tweeters in G5:
@zbraiterman
@jason_mayes
@carrycooldude
@reshamas
@dataumbrella
@howdevelop
@iancharnas
@marielpettee
@harsh_thavai
@thekevinscott

Top Tweeters in G6:
@m157q_news_rss
@feedpushr
@grjenkin
@mentallion
@lucian2drei
@moyaminc
@iralujan1
@vadernauts
@gdgcloudnd
@dezigndeck

Top Tweeters in G7:
@javascriptflx
@nod3bot
@dev_bot9190
@alljstweet
@boredombot
@akin_code
@alecontenidos3d
@emmy_adiele
@webdeve17310585

Top Tweeters in G8:
@ayirpelle
@mshook
@azarkhalili
@serginator_rt
@philculliton
@mervenoyann
@javierluraschi
@andreaspsteiner

Top Tweeters in G9:
@imabit_inc
@hasdid
@ajalburaidi
@aisear_ch
@translatormedia

Top Tweeters in G10:
@svpino
@fenomenolabanda
@wikibinator