tensorflowjs, Twitter, 10/16/2022 3:47:03 AM, 282975


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tensorflowjs_2022-10-15_20-44-25.xlsx
tensorflowjs_2022-10-15_20-44-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 16, 2022
Short Description:
tensorflowjs via NodeXL https://bit.ly/3TsE3bR
@jason_mayes
@javascriptflx
@goaidev
@py_smart_bot
@kaddulivingston
@fabriciosx
@gatere_mark
@machinelearnflx
@pythonbot_
@rocksetta

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

Description:
Description
The graph represents a network of 70 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, 16 October 2022 at 03:44 UTC.

The requested start date was Sunday, 16 October 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 12-day, 7-hour, 54-minute period from Sunday, 02 October 2022 at 04:01 UTC to Friday, 14 October 2022 at 11:56 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 : 70
Unique Edges : 26
Edges With Duplicates : 241
Total Edges : 267
Number of Edge Types : 5
Retweet : 93
MentionsInRetweet : 105
Replies to : 4
Mentions : 9
Tweet : 56
Self-Loops : 56
Reciprocated Vertex Pair Ratio : 0.025974025974026
Reciprocated Edge Ratio : 0.0506329113924051
Connected Components : 8
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 55
Maximum Edges in a Connected Component : 247
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.892788
Graph Density : 0.0163561076604555
Modularity : 0.255288
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 70 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, 16 October 2022 at 03:44 UTC.

The requested start date was Sunday, 16 October 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 12-day, 7-hour, 54-minute period from Sunday, 02 October 2022 at 04:01 UTC to Friday, 14 October 2022 at 11:56 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:
[95] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[6] https://blog.tensorflow.org/2020/02/how-modiface-utilized-tensorflowjs-in-ar-makeup-in-browser.html
[2] https://github.com/SkalskiP/yolov5js
[1] https://hpssjellis.github.io/rocksetta-gitpod-links/
[1] https://twitter.com/i/web/status/1580044025989844992
[1] https://twitter.com/i/web/status/1579400140653490176
[1] https://www.amazon.com/gp/product/1492090794/ref=as_li_qf_asin_il_tl?ie=UTF8&tag=gant0d-20&creative=9325&linkCode=as2&creativeASIN=1492090794&linkId=9b7b356b7b13efdaf9d34bfa47f7a6ee
[1] https://developer.ibm.com/tutorials/building-a-machine-learning-node-for-node-red-using-tensorflowjs/
[1] https://twitter.com/i/web/status/1580320545601916930
[1] https://www.linkedin.com/pulse/tensorflowjs-monthly-9-ar-blackjack-strategy-perfecting-jason-mayes

Top URLs in Tweet in G1:
[2] https://github.com/SkalskiP/yolov5js
[1] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[1] https://www.linkedin.com/pulse/tensorflowjs-monthly-9-ar-blackjack-strategy-perfecting-jason-mayes
[1] https://twitter.com/i/web/status/1580320545601916930
[1] https://twitter.com/jason_mayes/status/1577477621058662400
[1] https://twitter.com/youtoy/status/1558731638783492099

Top URLs in Tweet in G2:
[45] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[4] https://blog.tensorflow.org/2020/02/how-modiface-utilized-tensorflowjs-in-ar-makeup-in-browser.html

Top URLs in Tweet in G3:
[35] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[1] https://blog.tensorflow.org/2020/02/how-modiface-utilized-tensorflowjs-in-ar-makeup-in-browser.html

Top URLs in Tweet in G5:
[14] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1579400140653490176

Top URLs in Tweet in G7:
[1] https://www.amazon.com/gp/product/1492090794/ref=as_li_qf_asin_il_tl?ie=UTF8&tag=gant0d-20&creative=9325&linkCode=as2&creativeASIN=1492090794&linkId=9b7b356b7b13efdaf9d34bfa47f7a6ee

Top URLs in Tweet in G8:
[1] https://hpssjellis.github.io/rocksetta-gitpod-links/

Top URLs in Tweet in G9:
[1] https://twinybots.ch/
[1] https://blog.tensorflow.org/2022/08/jax-on-web-with-tensorflowjs.html?utm_source=substack&utm_medium=email
[1] https://blog.tensorflow.org/2020/02/how-modiface-utilized-tensorflowjs-in-ar-makeup-in-browser.html
[1] https://developer.ibm.com/tutorials/building-a-machine-learning-node-for-node-red-using-tensorflowjs/
[1] https://twitter.com/i/web/status/1580044025989844992

Top URLs in Tweet in G10:
[1] https://blog.tensorflow.org/2020/02/how-modiface-utilized-tensorflowjs-in-ar-makeup-in-browser.html?linkId=8234593

Top Domains
Top Domains in Tweet in Entire Graph:
[95] edx.org
[8] tensorflow.org
[5] twitter.com
[2] github.com
[1] github.io
[1] amazon.com
[1] ibm.com
[1] linkedin.com
[1] twinybots.ch
[1] openknowledge.de

Top Domains in Tweet in G1:
[3] twitter.com
[2] github.com
[1] edx.org
[1] linkedin.com

Top Domains in Tweet in G2:
[45] edx.org
[4] tensorflow.org

Top Domains in Tweet in G3:
[35] edx.org
[1] tensorflow.org

Top Domains in Tweet in G5:
[14] edx.org

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[1] amazon.com

Top Domains in Tweet in G8:
[1] github.io

Top Domains in Tweet in G9:
[2] tensorflow.org
[1] twinybots.ch
[1] ibm.com
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[66] javascript
[59] tensorflow
[22] tensorflowjs
[11] machinelearning
[11] webml
[9] objectdetection
[8] python
[8] opencv
[4] madewithtfjs
[4] web



Top Hashtags in Tweet in G1:
[13] tensorflowjs
[9] webml
[4] madewithtfjs
[3] p5js
[3] mediapipe
[2] javascript
[2] web
[2] machinelearning
[2] course
[2] tensorflow

Top Hashtags in Tweet in G2:
[48] tensorflow
[2] tensorflowjs

Top Hashtags in Tweet in G3:
[36] javascript
[1] tensorflowjs
[1] web
[1] machinelearning
[1] webml
[1] course

Top Hashtags in Tweet in G4:
[7] objectdetection
[7] tensorflow
[7] python
[7] opencv
[1] pytorch
[1] vision
[1] tensorflowjs
[1] javascript
[1] machinelearning
[1] deeplearning

Top Hashtags in Tweet in G5:
[24] javascript
[5] machinelearning
[1] objectdetection
[1] tensorflow
[1] python
[1] opencv
[1] 100daysofcode
[1] 100daysofcodechallenge

Top Hashtags in Tweet in G7:
[3] tensorflowjs
[1] reactnative
[1] ocr
[1] computervision
[1] javascript
[1] ai
[1] ml

Top Hashtags in Tweet in G8:
[1] tfjs
[1] javascript
[1] web
[1] machinelearning
[1] webml
[1] course

Top Hashtags in Tweet in G9:
[1] deeplearning
[1] learning
[1] tensorflow
[1] tensorflowjs

Top Words
Top Words in Tweet in Entire Graph:
[109] js
[108] tensorflow
[102] google
[99] ai
[98] javascript
[94] developers
[66] #javascript
[59] #tensorflow
[29] javascriptflx
[22] next

Top Words in Tweet in G1:
[13] #tensorflowjs
[12] next
[9] #webml
[9] jason_mayes
[6] hands
[5] tune
[5] show
[5] tell
[4] ready
[4] read

Top Words in Tweet in G2:
[49] tensorflow
[49] js
[48] #tensorflow
[45] google
[45] developers
[45] javascript
[45] ai
[20] pythonbot_
[5] machinelearnflx
[4] next

Top Words in Tweet in G3:
[36] #javascript
[36] tensorflow
[36] js
[35] google
[35] ai
[35] javascript
[35] developers
[15] javascriptflx
[3] next
[2] jason_mayes

Top Words in Tweet in G4:
[7] #tensorflow
[7] #opencv
[7] model
[7] see
[7] spirits
[7] seeing
[7] ancestral
[7] vision
[7] starts
[7] #python

Top Words in Tweet in G5:
[24] #javascript
[16] js
[14] developers
[14] tensorflow
[14] javascript
[14] ai
[14] google
[14] javascriptflx
[5] below
[5] thread

Top Words in Tweet in G6:
[7] google
[6] modernfrontends
[5] laurence
[5] announcement
[5] looking
[5] keynote
[5] advocate
[5] ai
[5] speaker
[5] lmoroney

Top Words in Tweet in G7:
[4] managing
[4] considering
[4] book
[4] removing
[4] distortion
[4] gantlaborde
[4] perspective
[4] talk
[4] blog
[4] write

Top Words in Tweet in G8:
[2] gitpod
[2] made
[2] examples

Top Words in Tweet in G9:
[2] tensorflow
[2] js

Top Words in Tweet in G10:
[3] tensorflow
[2] next
[2] uses
[2] js
[2] learn
[2] gen
[2] create
[2] network
[2] mobilenetv2
[2] beauty

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[107] tensorflow,js
[94] google,ai
[94] javascript,developers
[94] ai,javascript
[94] developers,tensorflow
[49] js,#javascript
[45] js,#tensorflow
[29] javascriptflx,google
[20] pythonbot_,google
[8] #tensorflow,#python

Top Word Pairs in Tweet in G1:
[5] show,tell
[4] time,brand
[4] js,monthly
[4] world,#webml
[4] 9th,edition
[4] #webml,#tensorflowjs
[4] come,tune
[4] friendly,time
[4] next,#tensorflowjs
[4] monthly,read

Top Word Pairs in Tweet in G2:
[49] tensorflow,js
[45] google,ai
[45] js,#tensorflow
[45] javascript,developers
[45] ai,javascript
[45] developers,tensorflow
[20] pythonbot_,google
[4] utilized,tensorflow
[4] ar,makeup
[4] makeup,try

Top Word Pairs in Tweet in G3:
[36] tensorflow,js
[35] google,ai
[35] js,#javascript
[35] javascript,developers
[35] ai,javascript
[35] developers,tensorflow
[15] javascriptflx,google

Top Word Pairs in Tweet in G4:
[7] #objectdetection,#tensorflow
[7] model,starts
[7] #tensorflow,#python
[7] starts,seeing
[7] spirits,see
[7] see,#objectdetection
[7] ancestral,spirits
[7] vision,model
[7] seeing,ancestral
[7] #python,#opencv

Top Word Pairs in Tweet in G5:
[14] tensorflow,js
[14] google,ai
[14] js,#javascript
[14] javascript,developers
[14] ai,javascript
[14] developers,tensorflow
[14] javascriptflx,google
[5] #machinelearning,#javascript
[5] #javascript,exception
[5] exception,below

Top Word Pairs in Tweet in G6:
[5] laurence,looking
[5] lmoroney,ai
[5] speaker,announcement
[5] meet,lmoroney
[5] announcement,meet
[5] advocate,google
[5] ai,advocate
[5] looking,forward
[5] google,laurence
[5] keynote,speaker

Top Word Pairs in Tweet in G7:
[4] removing,perspective
[4] distortion,considering
[4] process,removing
[4] write,blog
[4] talk,process
[4] blog,talk
[4] perspective,distortion
[4] considering,managing
[3] managing,#react
[3] gantlaborde,write

Top Word Pairs in Tweet in G9:
[2] tensorflow,js

Top Word Pairs in Tweet in G10:
[2] mobilenetv2,tensorflow
[2] modiface,uses
[2] learn,modiface
[2] next,gen
[2] tensorflow,js
[2] uses,mobilenetv2
[2] gen,beauty
[2] beauty,learn
[2] js,create
[2] create,network

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@javascriptflx
@pythonbot_
@jason_mayes
@google
@kaddulivingston
@machinelearnflx
@modernfrontends
@lmoroney
@gatere_mark
@gantlaborde

Top Mentioned in G1:
@jason_mayes
@youtoy
@pattyneta
@google

Top Mentioned in G2:
@pythonbot_
@machinelearnflx
@jason_mayes

Top Mentioned in G3:
@javascriptflx
@jason_mayes
@machinelearnflx

Top Mentioned in G4:
@kaddulivingston

Top Mentioned in G5:
@javascriptflx
@gatere_mark
@kaddulivingston
@jsmasterypro

Top Mentioned in G6:
@google
@modernfrontends
@lmoroney
@jason_mayes

Top Mentioned in G7:
@gantlaborde
@oreillymedia

Top Mentioned in G8:
@gitpod
@tensorflowjs
@jason_mayes

Top Mentioned in G10:
@modiface
@tensorflow

Top Tweeters
Top Tweeters in Entire Graph:
@xaelbot
@javascriptd
@fabriciosx
@goaidev
@codewithtwitchi
@xeronbot
@bungobot1
@godfrey_g_
@machinelearnflx
@javascriptflx

Top Tweeters in G1:
@godfrey_g_
@youtoy
@pattyneta
@lossless
@jason_mayes
@elisabethirg
@arphp
@thatjenperson
@foxhu007
@skalskip92

Top Tweeters in G2:
@javascriptd
@bungobot1
@machinelearnflx
@corpus_news
@pythonbot_
@norbertpiske
@shybot7
@bot_tensorflow
@francis81286836
@_trachesai

Top Tweeters in G3:
@fabriciosx
@javascriptflx
@nod3bot
@dev_bot9190
@readtechhere
@dushyantgadewal
@py_smart_bot
@ckmobilejavasc1
@hutchike

Top Tweeters in G4:
@codewithtwitchi
@xeronbot
@pythonbot_by_pm
@utibeabasijacob
@kalsmuhammad
@cristina_arezzi
@kaddulivingston

Top Tweeters in G5:
@xaelbot
@goaidev
@nderisarah
@kai_mwanyumba
@gatere_mark
@jsmasterypro

Top Tweeters in G6:
@google
@coderinheels
@lmoroney
@techknowday
@modernfrontends
@aijavascript

Top Tweeters in G7:
@develop_mobile
@jamonholmgren
@oreillymedia
@gantlaborde
@bolajijimoh83
@podcast_ml

Top Tweeters in G8:
@rocksetta
@nebelgrau77
@gitpod
@tensorflowjs

Top Tweeters in G9:
@datascience__
@etlow
@stormdeive
@njugunaezzekiel

Top Tweeters in G10:
@tensorflow
@modiface
@xdoramming


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