tensorflowjs, Twitter, 4/10/2022 7:42:00 AM, 274606


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tensorflowjs_2022-04-09_20-50-32.xlsx
tensorflowjs_2022-04-09_20-50-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 10, 2022
Short Description:
tensorflowjs via NodeXL https://bit.ly/3v1FmUK
@jason_mayes
@tensorflow
@_vsaw
@kirkdborne
@bot_tensorflow
@shybot7
@yo_chamuco
@alexfidev
@javascriptflx
@pythonbot_

Top hashtags:
#machinelearning
#tensorflowjs
#ai
#tensorflow
#madewithtfjs
#javascript
#webml
#python

Description:
Description
The graph represents a network of 77 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, 10 April 2022 at 03:50 UTC.

The requested start date was Sunday, 10 April 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 10-day, 14-hour, 19-minute period from Sunday, 27 March 2022 at 02:16 UTC to Wednesday, 06 April 2022 at 16:35 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 : 77
Unique Edges : 39
Edges With Duplicates : 148
Total Edges : 187
Number of Edge Types : 5
Retweet : 64
MentionsInRetweet : 86
Tweet : 19
Replies to : 6
Mentions : 12
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.032258064516129
Reciprocated Edge Ratio : 0.0625
Connected Components : 10
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 139
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.903769
Graph Density : 0.0164046479835954
Modularity : 0.4189
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 77 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, 10 April 2022 at 03:50 UTC.

The requested start date was Sunday, 10 April 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 10-day, 14-hour, 19-minute period from Sunday, 27 March 2022 at 02:16 UTC to Wednesday, 06 April 2022 at 16:35 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:
[15] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[2] https://www.youtube.com/watch?v=7qP0PGndB18&feature=youtu.be

[1] https://lnkd.in/gt6NMYvW
[1] https://lnkd.in/gsXveJCu
[1] https://blog.tensorflow.org/search?label=TensorFlow.js&max-results=20&m=1
[1] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs?linkId=8051794
[1] https://bit.ly/3KeMnrA
[1] https://www.freelancer.com/u/JasonCham
[1] https://www.freelancer.com/projects/javascript/need-tensorflowjs-developer-help-solve
[1] https://www.hatinco.com/

Top URLs in Tweet in G1:
[6] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[1] https://blog.tensorflow.org/search?label=TensorFlow.js&max-results=20&m=1
[1] https://blog.tensorflow.org/2022/03/how-linkedin-personalized-performance.html?linkId=8049742
[1] https://twitter.com/i/web/status/1508948021827944449
[1] https://buff.ly/3K9Y5nj
[1] https://bit.ly/3KeMnrA

Top URLs in Tweet in G2:
[1] https://goo.gle/37iRCrU
[1] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs?linkId=8039440
[1] https://alexfi.dev/blog/tensorflowjs-bert-train
[1] https://github.com/alexander-fischer/browser-bert

Top URLs in Tweet in G4:
[1] https://github.com/Harvard-IACS/2022-CS109B

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

Top URLs in Tweet in G7:
[1] https://qiita.com/kenmaro/items/1a10611392bd23da7620?utm_campaign=post_article&utm_medium=twitter&utm_source=twitter_share
[1] https://www.freelancer.com/u/JasonCham
[1] https://www.freelancer.com/projects/javascript/need-tensorflowjs-developer-help-solve
[1] https://www.hatinco.com/
[1] https://lnkd.in/gt6NMYvW
[1] https://lnkd.in/gsXveJCu

Top URLs in Tweet in G9:
[1] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs?linkId=8051794

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] machinelearning
[16] tensorflowjs
[16] ai
[16] tensorflow
[13] madewithtfjs
[13] javascript
[8] webml
[6] python
[6] pydata
[6] julialang



Top Hashtags in Tweet in G1:
[11] tensorflow
[10] madewithtfjs
[10] machinelearning
[8] webml
[7] ai
[5] tensorflowjs
[4] newsletter
[4] ml
[3] javascript
[3] web

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

Top Hashtags in Tweet in G4:
[6] tensorflowjs
[6] python
[6] pydata
[6] julialang
[6] ai
[6] machinelearning
[6] dataviz
[6] openscience
[6] opendata
[1] opensource

Top Hashtags in Tweet in G5:
[3] computervision
[2] ai
[1] openvc
[1] tensorflowjs
[1] followerpower
[1] ml
[1] tensorflow
[1] js
[1] webgl
[1] machinelearning

Top Hashtags in Tweet in G6:
[9] javascript
[1] madewithtfjs

Top Hashtags in Tweet in G7:
[1] qiita
[1] hatinc
[1] freelance
[1] freelancer
[1] business
[1] programming
[1] linkedin
[1] tensorflowjs

Top Hashtags in Tweet in G8:
[1] madewithtfjs

Top Hashtags in Tweet in G9:
[2] datascientist
[2] datascience
[2] tensorflow
[1] javascript
[1] ai
[1] machinelearning
[1] deeplearning
[1] html5
[1] 100daysofcode

Top Words
Top Words in Tweet in Entire Graph:
[51] tensorflow
[43] js
[32] learn
[27] web
[25] next
[23] javascript
[22] jason_mayes
[22] tensorflowjs
[21] #machinelearning
[18] create

Top Words in Tweet in G1:
[20] jason_mayes
[17] js
[15] learn
[14] monthly
[14] tensorflow
[13] web
[12] next
[12] tensorflowjs
[11] #tensorflow
[10] #madewithtfjs

Top Words in Tweet in G2:
[27] tensorflow
[14] learn
[14] js
[14] course
[13] create
[13] next
[13] gen
[13] web
[13] apps
[12] donâ

Top Words in Tweet in G3:
[16] 000
[8] ok
[8] million
[8] dollar
[8] question
[8] 1950
[8] census
[8] we've
[8] images
[8] shared

Top Words in Tweet in G4:
[6] thesequenceai
[6] harvard
[6] #tensorflowjs
[6] #python
[6] #pydata
[6] #julialang
[6] #ai
[6] #machinelearning
[6] #dataviz
[6] #openscience

Top Words in Tweet in G5:
[7] object
[5] anyone
[5] benchmarks
[5] detection
[5] tracking
[3] running
[3] #computervision
[3] iâ
[3] trying
[3] find

Top Words in Tweet in G6:
[9] google
[9] ai
[9] javascript
[9] developers
[9] tensorflow
[9] js
[9] #javascript
[3] javascriptflx

Top Words in Tweet in G7:
[2] tfjs
[2] res

Top Words in Tweet in G9:
[2] need
[2] #datascientist
[2] create
[2] #datascience
[2] products
[2] edx
[2] course
[2] #tensorflow
[2] js

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[35] tensorflow,js
[17] next,gen
[17] gen,web
[17] web,apps
[16] create,next
[16] edx,course
[15] apps,using
[14] donâ,miss
[14] miss,chance
[14] chance,learn

Top Word Pairs in Tweet in G1:
[11] tensorflow,js
[8] tensorflowjs,blog
[8] blog,learn
[8] learn,linkedin
[8] linkedin,personalized
[8] personalized,performance
[8] performance,millions
[8] millions,users
[8] users,#madewithtfjs
[7] jason_mayes,tensorflowjs

Top Word Pairs in Tweet in G2:
[14] tensorflow,js
[13] create,next
[13] next,gen
[13] gen,web
[13] web,apps
[12] donâ,miss
[12] miss,chance
[12] chance,learn
[12] learn,create
[12] apps,using

Top Word Pairs in Tweet in G3:
[8] ok,million
[8] million,dollar
[8] dollar,question
[8] question,1950
[8] 1950,census
[8] census,we've
[8] we've,000
[8] 000,000
[8] 000,images
[8] images,shared

Top Word Pairs in Tweet in G4:
[6] thesequenceai,harvard
[6] harvard,#tensorflowjs
[6] #tensorflowjs,#python
[6] #python,#pydata
[6] #pydata,#julialang
[6] #julialang,#ai
[6] #ai,#machinelearning
[6] #machinelearning,#dataviz
[6] #dataviz,#openscience
[6] #openscience,#opendata

Top Word Pairs in Tweet in G5:
[5] object,detection
[3] iâ,trying
[3] trying,find
[3] find,benchmarks
[3] benchmarks,object
[3] detection,tracking
[3] tracking,tensorflowjs
[3] tensorflowjs,anyone
[3] anyone,know
[3] know,bonus

Top Word Pairs in Tweet in G6:
[9] google,ai
[9] ai,javascript
[9] javascript,developers
[9] developers,tensorflow
[9] tensorflow,js
[9] js,#javascript
[3] javascriptflx,google

Top Word Pairs in Tweet in G9:
[2] need,#datascientist
[2] #datascientist,create
[2] create,#datascience
[2] #datascience,products
[2] products,edx
[2] edx,course
[2] course,#tensorflow
[2] #tensorflow,js

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jason_mayes
@tensorflow
@linkedin
@benmschmidt
@harvard
@jacob_muchow
@kirkdborne
@_vsaw
@submarineering

Top Mentioned in G1:
@jason_mayes
@linkedin
@jacob_muchow
@kirkdborne
@pythonbot_
@tensorflow
@_vsaw
@the_ross_man
@edxonline

Top Mentioned in G2:
@tensorflow
@alexfidev
@jason_mayes
@huggingface

Top Mentioned in G3:
@benmschmidt

Top Mentioned in G4:
@harvard
@submarineering
@thesequenceai

Top Mentioned in G5:
@_vsaw
@opendatacam

Top Mentioned in G6:
@javascriptflx
@jason_mayes
@linkedin

Top Mentioned in G9:
@imohitmayank

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@codedailybot
@javascriptd
@fabriciosx
@opensource_orgs
@thecuriousluke
@javascriptflx
@gdprai
@xeronbot
@pythonbot_

Top Tweeters in G1:
@chidambara09
@javascriptd
@gdprai
@pythonbot_
@kirkdborne
@edrc30
@shybot7
@frontendlovebot
@bot_tensorflow
@thecommbot

Top Tweeters in G2:
@brunowinck
@2mo_hamisme
@c0d3penetr4t0r
@yohanesgultom
@am_albala
@azza_0
@huggingface
@mrwolf_ai
@tensorflow
@brianabbott8480

Top Tweeters in G3:
@datchery8
@matthiasdaues
@kol_t
@aboutgeo
@benmschmidt
@danbouk
@jesspwestbrook
@dbrgeo

Top Tweeters in G4:
@opensource_orgs
@xeronbot
@openscitalk
@harvard
@justdatascience
@submarineering
@thesequenceai

Top Tweeters in G5:
@thecuriousluke
@followerpowerrt
@ucloudifyai
@_vsaw
@opendatacam

Top Tweeters in G6:
@javascriptflx
@dev_bot9190
@ali19baba
@yo_chamuco

Top Tweeters in G7:
@1129_ali
@abhishekratna
@kenmaro4

Top Tweeters in G8:
@_skumer
@yiwen_lin

Top Tweeters in G9:
@codedailybot
@imohitmayank

Top Tweeters in G10:
@hashnode
@malikobansa


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