tensorflowjs, Twitter, 8/14/2022 8:57:58 AM, 280022


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tensorflowjs_2022-08-13_20-44-25.xlsx
tensorflowjs_2022-08-13_20-44-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2022
Short Description:
tensorflowjs via NodeXL https://bit.ly/3C8Rx7k
@jason_mayes
@goaidev
@gatere_mark
@thatjenperson
@youtoy
@javascriptflx
@kirkdborne
@rocksetta
@genuine82521695
@gantlaborde

Top hashtags:
#javascript
#tensorflowjs
#p5js
#mediapipe
#machinelearning
#datascience
#ml

Description:
Description
The graph represents a network of 95 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, 14 August 2022 at 03:44 UTC.

The requested start date was Sunday, 14 August 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, 22-hour, 12-minute period from Sunday, 31 July 2022 at 15:32 UTC to Saturday, 13 August 2022 at 13:45 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 : 95
Unique Edges : 58
Edges With Duplicates : 190
Total Edges : 248
Number of Edge Types : 5
Retweet : 76
MentionsInRetweet : 96
Mentions : 40
Replies to : 16
Tweet : 20
Self-Loops : 22
Reciprocated Vertex Pair Ratio : 0.0427350427350427
Reciprocated Edge Ratio : 0.0819672131147541
Connected Components : 11
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 55
Maximum Edges in a Connected Component : 183
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.665531
Graph Density : 0.0136618141097424
Modularity : 0.382329
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 95 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, 14 August 2022 at 03:44 UTC.

The requested start date was Sunday, 14 August 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, 22-hour, 12-minute period from Sunday, 31 July 2022 at 15:32 UTC to Saturday, 13 August 2022 at 13:45 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:
[25] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[4] https://npmtrends.com/@tensorflow/tfjs-core
[2] 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://hpssjellis.github.io/celeb2-classify/
[1] https://www.rocksetta.com/social-distance/index.html
[1] https://hpssjellis.github.io/my-examples-of-arduino-webUSB-webSerial/public/webserial-and-polyfill.html
[1] https://hpssjellis.github.io/beginner-tensorflowjs-examples-in-javascript/webserial/webserial-facemesh/
[1] https://hpssjellis.github.io/beginner-tensorflowjs-examples-in-javascript/#tfjs-webserial
[1] https://github.com/hpssjellis/maker101/tree/main/tensorflowjs-webserial
[1] https://www.youtube.com/watch?v=61jYk4a8wkE&feature=youtu.be


Top URLs in Tweet in G1:
[8] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[4] https://npmtrends.com/@tensorflow/tfjs-core
[1] https://glitch.com/@TensorFlowJS
[1] https://storage.googleapis.com/tfjs-models/demos/hand-pose-detection/index.html?model=mediapipe_hands
[1] https://github.com/tensorflow/tfjs-models/tree/master/hand-pose-detection
[1] https://storage.googleapis.com/tfjs-models/demos/pose-detection/index.html?model=posenet
[1] https://github.com/tensorflow/tfjs-models/tree/master/pose-detection
[1] https://hpssjellis.github.io/celeb2-classify/
[1] https://www.rocksetta.com/social-distance/index.html
[1] https://hpssjellis.github.io/my-examples-of-arduino-webUSB-webSerial/public/webserial-and-polyfill.html

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

Top URLs in Tweet in G4:
[1] https://twitter.com/i/spaces/1mnGedAboBvKX

Top URLs in Tweet in G5:
[1] https://developer.ibm.com/articles/compare-deep-learning-frameworks/

Top URLs in Tweet in G8:
[2] 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 Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[39] javascript
[28] tensorflowjs
[23] p5js
[23] mediapipe
[18] machinelearning
[12] datascience
[12] ml
[12] tensorflow
[11] webml
[10] madewithtfjs



Top Hashtags in Tweet in G1:
[9] tensorflowjs
[8] javascript
[6] webml
[6] madewithtfjs
[3] webserial
[3] polyfill
[3] ai
[3] web
[2] facemesh
[2] tfjs

Top Hashtags in Tweet in G2:
[23] p5js
[23] mediapipe
[3] madewithtfjs
[3] tensorflow
[3] tensorflowjs

Top Hashtags in Tweet in G3:
[30] javascript
[14] machinelearning
[11] datascience
[5] webml
[1] bigdata
[1] ai
[1] ml
[1] deeplearning
[1] tensorflow
[1] tensorflowjs

Top Hashtags in Tweet in G5:
[5] tensorflow
[5] tensorflowjs
[5] opensource
[5] deeplearning
[5] framework
[5] ml
[5] ai
[1] dl
[1] artificialintelligence
[1] datascience

Top Hashtags in Tweet in G6:
[2] tensorflowjs
[1] webgl

Top Hashtags in Tweet in G7:
[3] tensorflowjs
[2] machinelearning
[2] photoshop
[2] tf
[2] ml
[2] gan
[2] mixnmatch
[2] tensorflow
[1] softwaredevelopment
[1] webgl

Top Hashtags in Tweet in G8:
[4] tensorflowjs
[2] ml
[1] javascript
[1] ai

Top Hashtags in Tweet in G9:
[1] tensorflowjs
[1] madewithtfjs

Top Words
Top Words in Tweet in Entire Graph:
[76] æ
[76] ªã
[57] ϋ
[49] js
[48] tensorflow
[39] #javascript
[39] ãƒ
[38] æœ
[38] žãƒžãƒ
[38] トçš

Top Words in Tweet in G1:
[25] js
[17] tensorflow
[11] jason_mayes
[9] arduino
[9] #tensorflowjs
[8] browser
[8] tensorflowjs
[8] #javascript
[7] model
[7] use

Top Words in Tweet in G2:
[76] æ
[76] ªã
[57] ϋ
[39] ãƒ
[38] æœ
[38] žãƒžãƒ
[38] トçš
[38] トã
[38] ªåˆ
[38] ώ

Top Words in Tweet in G3:
[30] #javascript
[20] tensorflow
[20] js
[18] javascript
[16] google
[16] ai
[16] developers
[14] #machinelearning
[12] support
[11] #datascience

Top Words in Tweet in G4:
[5] set
[5] reminder
[5] upcoming
[5] space
[5] tensorflow
[5] python
[5] tensorflowjs
[5] jason_mayes
[5] gusthema
[5] cc

Top Words in Tweet in G5:
[5] tensorflow
[5] open
[5] source
[5] deep
[5] learning
[5] framework
[5] #tensorflow
[5] #tensorflowjs
[5] #opensource
[5] #deeplearning

Top Words in Tweet in G6:
[4] know
[3] gpu
[2] basbuller
[2] suhail
[2] don
[2] enough
[2] design
[2] best
[2] creative
[2] computation

Top Words in Tweet in G7:
[3] #tensorflowjs
[3] learning
[2] check
[2] #machinelearning
[2] #photoshop
[2] #tf
[2] #ml
[2] #gan
[2] #mixnmatch
[2] #tensorflow

Top Words in Tweet in G8:
[5] book
[4] #tensorflowjs
[2] #ml
[2] incoming
[2] tweet
[2] storm
[2] happy
[2] announce
[2] oreillymedia
[2] geared

Top Words in Tweet in G9:
[3] js
[2] jason_mayes
[2] face
[2] landmark
[2] detection
[2] arbitrary
[2] style
[2] transfer
[2] time
[2] running

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[38] æœ,œã
[38] æ,žãƒžãƒ
[38] žãƒžãƒ,トçš
[38] トçš,ªã
[38] ªã,ãƒ
[38] ãƒ,トã
[38] ªåˆ,œé
[38] œé,æ
[38] æ,žã
[38] žã,ªã

Top Word Pairs in Tweet in G1:
[14] tensorflow,js
[6] roboflow,js
[5] js,monthly
[5] monthly,#7
[5] #7,roboflow
[5] js,coral
[5] coral,edge
[5] edge,tpu
[5] tpu,acceleration
[5] acceleration,node

Top Word Pairs in Tweet in G2:
[38] æœ,œã
[38] æ,žãƒžãƒ
[38] žãƒžãƒ,トçš
[38] トçš,ªã
[38] ªã,ãƒ
[38] ãƒ,トã
[38] ªåˆ,œé
[38] œé,æ
[38] æ,žã
[38] žã,ªã

Top Word Pairs in Tweet in G3:
[20] tensorflow,js
[16] google,ai
[16] ai,javascript
[16] javascript,developers
[16] developers,tensorflow
[16] js,#javascript
[10] #javascript,everywhere
[10] everywhere,growing
[10] growing,support
[10] support,#machinelearning

Top Word Pairs in Tweet in G4:
[5] set,reminder
[5] reminder,upcoming
[5] upcoming,space
[5] space,tensorflow
[5] tensorflow,python
[5] python,tensorflowjs
[5] tensorflowjs,jason_mayes
[5] jason_mayes,gusthema
[5] gusthema,cc
[4] gatere_mark,set

Top Word Pairs in Tweet in G5:
[5] tensorflow,open
[5] open,source
[5] source,deep
[5] deep,learning
[5] learning,framework
[5] framework,#tensorflow
[5] #tensorflow,#tensorflowjs
[5] #tensorflowjs,#opensource
[5] #opensource,#deeplearning
[5] #deeplearning,#framework

Top Word Pairs in Tweet in G6:
[2] basbuller,suhail
[2] suhail,don
[2] don,know
[2] know,enough
[2] enough,gpu
[2] gpu,design
[2] design,best
[2] best,know
[2] know,creative
[2] creative,computation

Top Word Pairs in Tweet in G7:
[2] check,#machinelearning
[2] #machinelearning,#photoshop
[2] #photoshop,#tf
[2] #tf,#ml
[2] #ml,#gan
[2] #gan,#mixnmatch
[2] #mixnmatch,#tensorflow
[2] #tensorflow,#tensorflowjs
[2] #tensorflowjs,allows
[2] allows,mix

Top Word Pairs in Tweet in G8:
[2] incoming,tweet
[2] tweet,storm
[2] storm,happy
[2] happy,announce
[2] announce,#tensorflowjs
[2] #tensorflowjs,book
[2] book,oreillymedia
[2] oreillymedia,book
[2] book,geared
[2] geared,towards

Top Word Pairs in Tweet in G9:
[2] face,landmark
[2] landmark,detection
[2] detection,arbitrary
[2] arbitrary,style
[2] style,transfer
[2] transfer,time
[2] time,running
[2] running,chrome
[2] chrome,tensorflowjs
[2] tensorflowjs,encoding

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jason_mayes
@youtoy
@javascriptflx
@arduino
@tfjs
@tensorflowjs
@tensorflow
@genuine82521695
@thatjenperson
@gusthema

Top Mentioned in G1:
@jason_mayes
@arduino
@tensorflow
@tensorflowjs
@tfjs
@javascriptflx
@thatjenperson
@hal9ai
@rocksetta

Top Mentioned in G2:
@youtoy

Top Mentioned in G3:
@javascriptflx
@genuine82521695
@kirkdborne
@jason_mayes
@aradhyaprad
@kaggle
@rocksetta
@tfjs
@arduino
@edxonline

Top Mentioned in G4:
@jason_mayes
@gusthema
@gatere_mark
@googledeveurope
@googledevsna
@googledevbr
@gdsc_kimathi
@dsaic_dekut

Top Mentioned in G5:
@myteweb

Top Mentioned in G6:
@suhail
@_vsaw
@basbuller

Top Mentioned in G7:
@ibriangraham

Top Mentioned in G8:
@oreillymedia
@jason_mayes
@gantlaborde

Top Mentioned in G9:
@jason_mayes
@tansart

Top Tweeters
Top Tweeters in Entire Graph:
@fabriciosx
@goaidev
@xeronbot
@godfrey_g_
@thecuriousluke
@javascriptflx
@pyscalellc
@take_it02
@kirkdborne
@runa_lo_ol

Top Tweeters in G1:
@fabriciosx
@godfrey_g_
@pattyneta
@arduino
@jason_mayes
@cheeds06
@edgeimpulse
@braddwyer
@rocksetta
@glitch

Top Tweeters in G2:
@take_it02
@runa_lo_ol
@weakboson
@inagakitokyo
@haruring_web
@bot_tensorflow
@mizzmayo
@youtoy
@mogamogamachine
@kyorohiro

Top Tweeters in G3:
@goaidev
@javascriptflx
@pyscalellc
@kirkdborne
@dev_bot9190
@_jakashi
@cancionlunar
@alljstweet
@pypi_fun
@edxonline

Top Tweeters in G4:
@sharonjebitok
@gusthema
@kai_mwanyumba
@googledevbr
@gatere_mark
@gdsc_kimathi
@googledeveurope
@googledevsna
@mrjt53863617
@dsaic_dekut

Top Tweeters in G5:
@xeronbot
@thecuriousluke
@newbie_codes
@_oliviabot
@myteweb

Top Tweeters in G6:
@suhail
@casteranicolasc
@_vsaw
@basbuller

Top Tweeters in G7:
@bigrampoetry
@ibriangraham
@a
@yasuko_stable

Top Tweeters in G8:
@oreillymedia
@gantlaborde
@voke2sure

Top Tweeters in G9:
@tensorflow__js
@tansart

Top Tweeters in G10:
@htmleverything
@iamaliahad


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