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tensorflowjs_2022-09-10_20-44-25.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 11, 2022
Short Description:
tensorflowjs via NodeXL https://bit.ly/3QHXxYA
@tensorflow
@py_smart_bot
@kirkdborne
@andreaspsteiner
@jason_mayes
@goaidev
@bekahhw
@gantlaborde
@pythonbot_
@machinelearnflx

Top hashtags:
#javascript
#tensorflow
#webml
#machinelearning
#tensorflowjs
#deeplearning

Description:
Description
The graph represents a network of 147 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, 11 September 2022 at 03:44 UTC.

The requested start date was Sunday, 11 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, 10-hour, 58-minute period from Sunday, 28 August 2022 at 11:39 UTC to Saturday, 10 September 2022 at 22:38 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 : 147
Unique Edges : 60
Edges With Duplicates : 362
Total Edges : 422
Number of Edge Types : 5
Retweet : 154
MentionsInRetweet : 171
Tweet : 72
Mentions : 19
Replies to : 6
Self-Loops : 72
Reciprocated Vertex Pair Ratio : 0.025
Reciprocated Edge Ratio : 0.0487804878048781
Connected Components : 21
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 110
Maximum Edges in a Connected Component : 376
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.784888
Graph Density : 0.00764141272947535
Modularity : 0.346407
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 147 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, 11 September 2022 at 03:44 UTC.

The requested start date was Sunday, 11 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, 10-hour, 58-minute period from Sunday, 28 August 2022 at 11:39 UTC to Saturday, 10 September 2022 at 22:38 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:
[94] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[13] https://blog.tensorflow.org/2022/08/jax-on-web-with-tensorflowjs.html?utm_source=substack&utm_medium=email
[8] https://blog.tensorflow.org/2022/08/jax-on-web-with-tensorflowjs.html
[7] https://twinybots.ch/
[4] https://dev.to/deepgram/machine-learning-for-front-end-developers-get-started-with-tensorflowjs-1kmo
[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/modernfrontends/status/1567976467744817152
[1] https://www.meetup.com/data-umbrella/events/288166766/
[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://twitter.com/GoogleDevEurope/status/1559208104251850753

Top URLs in Tweet in G1:
[82] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[4] https://blog.tensorflow.org/2022/08/jax-on-web-with-tensorflowjs.html
[1] https://blog.tensorflow.org/2022/08/jax-on-web-with-tensorflowjs.html?utm_source=substack&utm_medium=email

Top URLs in Tweet in G2:
[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:
[2] https://blog.tensorflow.org/2022/08/jax-on-web-with-tensorflowjs.html
[1] https://twitter.com/i/web/status/1565029409643446274
[1] https://google-research.github.io/vision_transformer/lit/

Top URLs in Tweet in G4:
[1] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[1] https://www.linkedin.com/pulse/tensorflowjs-monthly-8-exponential-growth-jax-js-conversion-mayes/?trackingId=XiT1KJURRNO8HVpbGnL8WQ%3D%3D

Top URLs in Tweet in G5:
[4] https://dev.to/deepgram/machine-learning-for-front-end-developers-get-started-with-tensorflowjs-1kmo
[3] https://twinybots.ch/
[3] https://blog.tensorflow.org/2022/08/jax-on-web-with-tensorflowjs.html?utm_source=substack&utm_medium=email
[2] https://blog.tensorflow.org/2022/08/jax-on-web-with-tensorflowjs.html
[1] https://www.rheinwerk-verlag.de/deep-learning-mit-tensorflow-keras-und-tensorflowjs/
[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

Top URLs in Tweet in G6:
[10] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs

Top URLs in Tweet in G7:
[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 G8:
[1] https://github.com/tensorflow/tfjs-models/tree/master/deeplab/demo
[1] https://github.com/tensorflow/tfjs-models/tree/master/deeplab
[1] https://storage.googleapis.com/tfjs-models/demos/3dphoto/index.html
[1] https://github.com/tensorflow/tfjs-models/tree/master/depth-estimation
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D1zdHZvRbHwE%26feature%3Dyoutu.be&q=EgS4SO-bGJDD5PoFIhkA8aeDS8OTsno5Wr9VI_HbQqNotbpq44DsMgFy

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.meetup.com/data-umbrella/events/288166766/

Top Domains
Top Domains in Tweet in Entire Graph:
[94] edx.org
[22] tensorflow.org
[7] twinybots.ch
[6] twitter.com
[4] dev.to
[3] github.com
[2] deepgram.com
[1] meetup.com
[1] cloudinary.com
[1] google.com

Top Domains in Tweet in G1:
[82] edx.org
[5] tensorflow.org

Top Domains in Tweet in G2:
[1] tensorflow.org
[1] twitter.com

Top Domains in Tweet in G3:
[2] tensorflow.org
[1] twitter.com
[1] github.io

Top Domains in Tweet in G4:
[1] edx.org
[1] linkedin.com

Top Domains in Tweet in G5:
[5] tensorflow.org
[4] dev.to
[3] twinybots.ch
[1] rheinwerk-verlag.de
[1] cloudinary.com

Top Domains in Tweet in G6:
[10] edx.org

Top Domains in Tweet in G7:
[2] deepgram.com

Top Domains in Tweet in G8:
[3] github.com
[1] googleapis.com
[1] google.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[63] javascript
[61] tensorflow
[19] webml
[18] machinelearning
[16] tensorflowjs
[14] deeplearning
[8] ai
[7] learning
[6] automated
[5] react



Top Hashtags in Tweet in G1:
[60] tensorflow
[31] javascript
[6] machinelearning
[5] webml
[1] tensorflowjs
[1] deeplearning
[1] ai
[1] automated
[1] web

Top Hashtags in Tweet in G2:
[1] webml
[1] madewithtfjs
[1] tensorflowjs
[1] tensorflowdecisionforests

Top Hashtags in Tweet in G3:
[1] tensorflowjs

Top Hashtags in Tweet in G4:
[12] webml
[11] machinelearning
[11] javascript
[2] ai
[2] ml
[1] bigdata
[1] datascience
[1] deeplearning
[1] tensorflow
[1] js

Top Hashtags in Tweet in G5:
[3] deeplearning
[3] learning

Top Hashtags in Tweet in G6:
[17] javascript
[5] react
[1] tensorflowjs
[1] webml
[1] machinelearning

Top Hashtags in Tweet in G7:
[1] madewithtfjs

Top Hashtags in Tweet in G8:
[8] tensorflowjs
[4] javascript
[1] madewithtfjs

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

Top Hashtags in Tweet in G10:
[1] cziscience
[1] neo4j
[1] ml
[1] tensorflowjs

Top Words
Top Words in Tweet in Entire Graph:
[211] tensorflow
[185] js
[100] javascript
[98] developers
[96] google
[94] ai
[83] jax
[63] #javascript
[62] learning
[61] #tensorflow

Top Words in Tweet in G1:
[101] tensorflow
[100] js
[82] google
[82] ai
[82] javascript
[82] developers
[60] #tensorflow
[31] #javascript
[14] pythonbot_
[12] jax

Top Words in Tweet in G2:
[36] tensorflow
[19] check
[18] directly
[18] convert
[18] jax
[18] functions
[18] flax
[18] machine
[18] learning
[18] models

Top Words in Tweet in G3:
[22] jax
[20] flax
[20] models
[17] andreaspsteiner
[16] know
[16] easy
[16] create
[16] demos
[16] run
[16] browser

Top Words in Tweet in G4:
[19] js
[18] tensorflow
[12] #webml
[11] google's
[11] #machinelearning
[11] library
[11] #javascript
[11] learn
[11] write
[11] train

Top Words in Tweet in G5:
[11] tensorflow
[10] js
[8] learning
[7] machine
[5] web
[5] jax
[5] developers
[4] front
[4] end
[4] started

Top Words in Tweet in G6:
[17] #javascript
[11] tensorflow
[11] js
[10] javascriptflx
[10] google
[10] ai
[10] javascript
[10] developers
[6] learning
[5] geor_ji

Top Words in Tweet in G7:
[9] wrote
[8] bekahhw
[7] front
[7] end
[7] tensorflow
[7] js
[6] devs
[6] included
[6] ml
[6] data

Top Words in Tweet in G8:
[8] #tensorflowjs
[8] model
[6] demo
[5] learning
[5] machine
[5] check
[5] view
[4] very
[4] similar
[4] genetic

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:
[5] machine
[5] learning
[4] upcoming
[4] event
[4] javascript
[4] introduction
[4] tensorflowjs
[4] howdevelop
[4] tue
[3] dataumbrella

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[179] tensorflow,js
[94] google,ai
[94] ai,javascript
[93] javascript,developers
[93] developers,tensorflow
[59] js,#tensorflow
[50] machine,learning
[36] js,#javascript
[35] learning,models
[34] jax,functions

Top Word Pairs in Tweet in G1:
[100] tensorflow,js
[82] google,ai
[82] ai,javascript
[82] javascript,developers
[82] developers,tensorflow
[59] js,#tensorflow
[26] js,#javascript
[13] pythonbot_,google
[11] javascriptflx,google
[10] machinelearnflx,google

Top Word Pairs in Tweet in G2:
[18] directly,convert
[18] convert,jax
[18] jax,functions
[18] functions,flax
[18] flax,machine
[18] machine,learning
[18] learning,models
[18] models,tensorflow
[18] tensorflow,js
[18] js,check

Top Word Pairs in Tweet in G3:
[16] know,easy
[16] easy,create
[16] create,demos
[16] demos,jax
[16] jax,flax
[16] flax,models
[16] models,run
[16] run,browser
[16] browser,see
[16] see,blogpost

Top Word Pairs in Tweet in G4:
[16] tensorflow,js
[11] #webml,tensorflow
[11] js,google's
[11] google's,#machinelearning
[11] #machinelearning,library
[11] library,#javascript
[11] #javascript,learn
[11] learn,write
[11] write,train
[11] train,next

Top Word Pairs in Tweet in G5:
[10] tensorflow,js
[7] machine,learning
[4] jax,web
[4] web,tensorflow
[4] learning,front
[4] front,end
[4] end,developers
[4] developers,started
[4] started,tensorflow
[3] js,#deeplearning

Top Word Pairs in Tweet in G6:
[11] tensorflow,js
[10] javascriptflx,google
[10] google,ai
[10] ai,javascript
[10] javascript,developers
[10] developers,tensorflow
[10] js,#javascript
[5] geor_ji,queenakpan_
[5] queenakpan_,liciacodes
[5] liciacodes,learning

Top Word Pairs in Tweet in G7:
[7] front,end
[7] tensorflow,js
[6] end,devs
[6] devs,included
[6] included,ml
[6] ml,data
[6] data,science
[6] science,conversations
[6] conversations,wrote
[6] wrote,tensorflow

Top Word Pairs in Tweet in G8:
[4] very,similar
[4] similar,genetic
[4] genetic,algorithm
[4] algorithm,demo
[4] demo,used
[4] used,#tensorflowjs
[4] #tensorflowjs,make
[4] make,learning
[4] learning,machine
[4] machine,#javascript

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:
[5] machine,learning
[4] upcoming,event
[4] event,machine
[4] learning,javascript
[4] javascript,introduction
[4] introduction,tensorflowjs
[4] tensorflowjs,howdevelop
[4] howdevelop,tue
[3] dataumbrella,upcoming
[2] tue,september

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

Top Mentioned in G1:
@pythonbot_
@javascriptflx
@machinelearnflx
@davilagrau
@datascience__
@kirkdborne
@tensorflow
@thatjenperson
@hasdid
@bekahhw

Top Mentioned in G2:
@tensorflow

Top Mentioned in G3:
@andreaspsteiner
@tensorflow
@javierluraschi

Top Mentioned in G4:
@kirkdborne
@jason_mayes
@edxonline
@thekevinscott
@tensorflow
@iancharnas
@marielpettee
@vc_okonkwo

Top Mentioned in G6:
@javascriptflx
@queenakpan_
@liciacodes
@rocksetta
@geor_ji
@gantlaborde
@kirkdborne
@tensorflowjs

Top Mentioned in G7:
@bekahhw
@deepgramai

Top Mentioned in G8:
@gantlaborde
@thatjenperson
@tensorflow

Top Mentioned in G9:
@hasdid

Top Mentioned in G10:
@howdevelop
@dataumbrella
@jason_mayes
@tensorflow

Top Tweeters
Top Tweeters in Entire Graph:
@fabriciosx
@rahul05ranjan
@goaidev
@bungobot1
@godfrey_g_
@m157q_news_rss
@thecuriousluke
@machinelearnflx
@feedpushr
@javascriptflx

Top Tweeters in G1:
@bungobot1
@godfrey_g_
@machinelearnflx
@javascriptflx
@nick_barnes
@datascience__
@nod3bot
@pythonbot_
@nvsdata
@corpus_news

Top Tweeters in G2:
@mshook
@prem_k
@azarkhalili
@meganrisdal
@xtan
@arphp
@device_ai
@timz_owen
@iwata1550
@gbernale

Top Tweeters in G3:
@_joaogui1
@serginator_rt
@a_k_nain
@andre_taibei
@giffmana
@ksoonson
@loraxorg
@javierluraschi
@ibomohsin
@singularmattrix

Top Tweeters in G4:
@fabriciosx
@thecuriousluke
@datasciencebot_
@kirkdborne
@jstweetsbot
@ancreatures
@jason_mayes
@edxonline
@carrycooldude
@bbrhayan

Top Tweeters in G5:
@m157q_news_rss
@feedpushr
@grjenkin
@kamikudakun
@iralujan1
@cool_left
@vadernauts
@p_shiko
@dezigndeck
@dys2pn

Top Tweeters in G6:
@rahul05ranjan
@goaidev
@cottila
@js_bits
@queenakpan_
@rocksetta
@liciacodes
@geor_ji
@tensorflowjs

Top Tweeters in G7:
@mildmojo
@bekahhw
@davidmedberry
@kyla_christin_e
@jesserweigel
@the_brianb
@deepgramai
@forthedevs

Top Tweeters in G8:
@ahmedbomorgan
@learyberk
@johni_singha
@gantlaborde
@thatjenperson
@biswanathgiri4

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

Top Tweeters in G10:
@zbraiterman
@reshamas
@dataumbrella
@howdevelop


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