tensorflowjs, Twitter, 3/6/2022 5:25:38 AM, 272602


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tensorflowjs_2022-03-05_20-50-32.xlsx
tensorflowjs_2022-03-05_20-50-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 06, 2022
Short Description:
tensorflowjs via NodeXL https://bit.ly/3pJlXpJ
@jason_mayes
@botfordev
@risingodegua
@dd_fafa_
@liadyosef
@machinelearnflx
@goaidev
@howdevelop
@bmwonthemove
@weblab7

Top hashtags:
#machinelearning
#javascript
#course
#web
#webml
#tensorflowjs
#tensorflow
#ai
#js
#ml

Description:
Description
The graph represents a network of 138 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, 06 March 2022 at 04:50 UTC.

The requested start date was Sunday, 06 March 2022 at 01:01 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 7-day, 17-hour, 31-minute period from Thursday, 24 February 2022 at 19:29 UTC to Friday, 04 March 2022 at 13:01 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 : 138
Unique Edges : 46
Edges With Duplicates : 253
Total Edges : 299
Number of Edge Types : 5
Retweet : 113
MentionsInRetweet : 124
Tweet : 10
Replies to : 14
Mentions : 38
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.00662251655629139
Reciprocated Edge Ratio : 0.0131578947368421
Connected Components : 6
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 124
Maximum Edges in a Connected Component : 288
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.648677
Graph Density : 0.00803977573257167
Modularity : 0.375824
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 138 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, 06 March 2022 at 04:50 UTC.

The requested start date was Sunday, 06 March 2022 at 01:01 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 7-day, 17-hour, 31-minute period from Thursday, 24 February 2022 at 19:29 UTC to Friday, 04 March 2022 at 13:01 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:
[23] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[4] https://www.weblab.ai/documentation/guides_and_tutorials/movie_recommendation/
[2] https://www.rocksetta.com/tensorflowjs/tfjs-models/facemesh/index.html
[1] https://www.youtube.com/watch?v=EuO7XDLHaIc&feature=youtu.be

[1] https://hpssjellis.github.io/tensorflowjs-bvh/cam/index.html
[1] https://blog.tensorflow.org/2021/08/3d-pose-detection-with-mediapipe-blazepose-ghum-tfjs.html?m=1
[1] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs?utm_medium=social&utm_campaign=social-sharing-db&utm_source=twitter
[1] https://www.udemy.com/course/machine-learning-with-javascript/?irpid=2840738&ircid=5420&clickid=&irgwc=1
[1] https://twitter.com/indigospacesub/status/1226806016680923140?s=20&t=MgenUR1hKWxLx7svG7rNew
[1] https://github.com/DonJayamanne/typescript-notebook

Top URLs in Tweet in G1:
[6] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[1] https://blog.tensorflow.org/2021/08/3d-pose-detection-with-mediapipe-blazepose-ghum-tfjs.html?m=1

Top URLs in Tweet in G2:
[6] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[1] https://www.youtube.com/watch?v=EuO7XDLHaIc&feature=youtu.be

[1] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs?utm_medium=social&utm_campaign=social-sharing-db&utm_source=twitter

Top URLs in Tweet in G3:
[6] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[4] https://www.weblab.ai/documentation/guides_and_tutorials/movie_recommendation/

Top URLs in Tweet in G4:
[1] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs

Top URLs in Tweet in G5:
[1] https://www.udemy.com/course/machine-learning-with-javascript/?irpid=2840738&ircid=5420&clickid=&irgwc=1

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

Top URLs in Tweet in G8:
[2] https://www.rocksetta.com/tensorflowjs/tfjs-models/facemesh/index.html
[1] https://hpssjellis.github.io/tensorflowjs-bvh/cam/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[24] edx.org
[4] weblab.ai
[2] rocksetta.com
[1] youtube.com
[1] github.io
[1] tensorflow.org
[1] udemy.com
[1] twitter.com
[1] github.com
[1] amazon.com

Top Domains in Tweet in G1:
[6] edx.org
[1] tensorflow.org

Top Domains in Tweet in G2:
[7] edx.org
[1] youtube.com

Top Domains in Tweet in G3:
[6] edx.org
[4] weblab.ai

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

Top Domains in Tweet in G5:
[1] udemy.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[86] machinelearning
[83] javascript
[76] course
[75] web
[75] webml
[14] tensorflowjs
[8] tensorflow
[5] ai
[3] js
[3] ml



Top Hashtags in Tweet in G1:
[67] javascript
[67] machinelearning
[67] course
[66] web
[66] webml
[2] js
[2] tensorflowjs
[2] webdev
[1] ai
[1] madewithtfjs

Top Hashtags in Tweet in G2:
[9] machinelearning
[6] javascript
[6] web
[6] webml
[6] course
[2] ml
[1] tensorflow
[1] bigdata
[1] datascience
[1] ai

Top Hashtags in Tweet in G3:
[6] tensorflow
[5] machinelearning
[4] tensorflowjs
[2] javascript
[1] web
[1] webml
[1] course

Top Hashtags in Tweet in G4:
[1] javascript
[1] web
[1] machinelearning
[1] webml
[1] course

Top Hashtags in Tweet in G5:
[1] datascience
[1] machinelearning

Top Hashtags in Tweet in G6:
[4] tensorflowjs
[1] madewithtfjs
[1] threejs
[1] mars

Top Hashtags in Tweet in G7:
[6] javascript
[2] machinelearning
[2] tensorflowjs
[2] ai
[1] web
[1] webml
[1] course

Top Hashtags in Tweet in G8:
[1] machinelearning
[1] blender3d
[1] motioncapture
[1] bvh

Top Words
Top Words in Tweet in Entire Graph:
[95] next
[87] jason_mayes
[86] #machinelearning
[83] #javascript
[80] made
[76] growing
[76] fast
[76] #course
[75] chapter
[75] #web

Top Words in Tweet in G1:
[69] next
[67] jason_mayes
[67] #javascript
[67] #machinelearning
[67] growing
[67] fast
[67] #course
[66] chapter
[66] #web
[66] based

Top Words in Tweet in G2:
[12] jason_mayes
[11] next
[11] tensorflow
[11] js
[9] #machinelearning
[8] javascript
[7] made
[7] learn
[6] chapter
[6] #javascript

Top Words in Tweet in G3:
[10] javascript
[6] google
[6] ai
[6] developers
[6] tensorflow
[6] js
[6] #tensorflow
[5] machinelearnflx
[5] #machinelearning
[4] training

Top Words in Tweet in G4:
[10] next
[9] learn
[9] use
[9] ml
[9] browser
[9] create
[9] gen
[9] web
[9] apps
[9] superpowers

Top Words in Tweet in G5:
[14] machine
[14] learning
[14] javascript
[7] master
[7] scratch
[7] using
[7] tensorflowjs
[7] hands
[6] dd_fafa_
[6] projec

Top Words in Tweet in G6:
[4] light
[4] building
[4] solar
[4] system
[4] threejs
[4] using
[4] ai
[4] hand
[4] recognition
[4] powered

Top Words in Tweet in G7:
[6] #javascript
[5] create
[5] made
[4] next
[4] starts
[4] march
[4] 3rd
[4] enroll
[4] pre
[4] shelf

Top Words in Tweet in G8:
[4] blender
[2] few
[2] 52
[2] working
[2] facemesh
[2] types
[2] tensorflowjs
[2] jason_mayes
[2] found

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[76] growing,fast
[75] next,chapter
[75] chapter,#javascript
[75] #javascript,#web
[75] #web,based
[75] based,#machinelearning
[75] #machinelearning,#webml
[75] #webml,growing
[75] fast,made
[75] made,#course

Top Word Pairs in Tweet in G1:
[67] growing,fast
[66] next,chapter
[66] chapter,#javascript
[66] #javascript,#web
[66] #web,based
[66] based,#machinelearning
[66] #machinelearning,#webml
[66] #webml,growing
[66] fast,made
[66] made,#course

Top Word Pairs in Tweet in G2:
[9] tensorflow,js
[6] jason_mayes,next
[6] next,chapter
[6] chapter,#javascript
[6] #javascript,#web
[6] #web,based
[6] based,#machinelearning
[6] #machinelearning,#webml
[6] #webml,growing
[6] growing,fast

Top Word Pairs in Tweet in G3:
[6] google,ai
[6] ai,javascript
[6] javascript,developers
[6] developers,tensorflow
[6] tensorflow,js
[6] js,#tensorflow
[5] machinelearnflx,google
[4] training,movie
[4] movie,recommender
[4] recommender,javascript

Top Word Pairs in Tweet in G4:
[9] learn,use
[9] use,ml
[9] ml,browser
[9] browser,create
[9] create,next
[9] next,gen
[9] gen,web
[9] web,apps
[9] apps,superpowers
[9] superpowers,object

Top Word Pairs in Tweet in G5:
[14] machine,learning
[7] learning,javascript
[7] javascript,master
[7] master,machine
[7] learning,scratch
[7] scratch,using
[7] using,javascript
[7] javascript,tensorflowjs
[7] tensorflowjs,hands
[6] dd_fafa_,machine

Top Word Pairs in Tweet in G6:
[4] light,building
[4] building,solar
[4] solar,system
[4] system,threejs
[4] threejs,using
[4] using,ai
[4] ai,hand
[4] hand,recognition
[4] recognition,powered
[4] powered,#tensorflowjs

Top Word Pairs in Tweet in G7:
[4] starts,march
[4] march,3rd
[4] 3rd,enroll
[4] enroll,pre
[4] pre,made
[4] made,shelf
[4] shelf,models
[4] models,writing
[4] writing,training
[4] training,learn

Top Replied-To
Top Replied-To in Entire Graph:
@rocksetta
@codewithibrahim
@golan
@vpaavana
@plask_ai
@jason_mayes
@s_lempens
@theunblunt
@walterpcasas
@drferesh

Top Replied-To in G1:
@rocksetta
@codewithibrahim
@jalonen_lauri
@drferesh
@walterpcasas
@theunblunt
@s_lempens
@vpaavana
@golan

Top Replied-To in G8:
@plask_ai
@jason_mayes

Top Replied-To in G9:
@clementdelangue

Top Replied-To in G10:
@abiolabiobeng

Top Mentioned
Top Mentioned in Entire Graph:
@jason_mayes
@risingodegua
@dd_fafa_
@machinelearnflx
@edxonline
@blender
@tensorflowjs
@threejs
@weblab7
@liadyosef

Top Mentioned in G1:
@jason_mayes
@theunblunt
@drferesh
@blender
@tensorflowjs
@vika_084
@heyonuoha
@tfjs
@thespite

Top Mentioned in G2:
@jason_mayes
@edxonline
@kirkdborne
@tensorflow
@dd_fafa_
@risingodegua
@machinelearnflx
@carrycooldude
@bmwonthemove
@learningmate

Top Mentioned in G3:
@machinelearnflx
@weblab7
@jason_mayes

Top Mentioned in G4:
@risingodegua
@jason_mayes

Top Mentioned in G5:
@dd_fafa_

Top Mentioned in G6:
@threejs
@liadyosef
@devdevcharlie
@jason_mayes

Top Mentioned in G7:
@jason_mayes
@javascriptflx
@codewithibrahim
@rabigdatajobs
@bigdatahires

Top Mentioned in G8:
@blender
@tensorflowjs
@jason_mayes
@tfjs

Top Mentioned in G9:
@logseq

Top Mentioned in G10:
@oliverjumpertz

Top Tweeters
Top Tweeters in Entire Graph:
@morolswediu
@coder_487
@discovertech3
@hubofml
@ml_tweet_bot
@botsecx
@education_24x7
@machinelearnflx
@bungobot1
@thecuriousluke

Top Tweeters in G1:
@morolswediu
@discovertech3
@botsecx
@thecuriousluke
@4enoyreveapp
@haphazardev
@masafumi
@sprint_code
@brendaneich
@muktabh

Top Tweeters in G2:
@education_24x7
@botfordev
@kirkdborne
@1amarvind
@edxonline
@2uinc
@carrycooldude
@bmwonthemove
@tensorflow
@learningmate

Top Tweeters in G3:
@coder_487
@machinelearnflx
@shybot7
@keepcoding_bot
@bot_tensorflow
@aneesha
@it_joes
@howdevelop
@weblab7

Top Tweeters in G4:
@olajvde
@emeka_boris
@thisdeolasef
@joggyjagz
@risingodegua
@tu_babs
@ehizman_tutored
@__mercified
@ifeoluwadavids

Top Tweeters in G5:
@hubofml
@ml_tweet_bot
@bungobot1
@likeandretweet6
@dd_fafa_
@trab_bot
@vinasthana

Top Tweeters in G6:
@johnsnowai
@threejs
@devdevcharlie
@liadyosef
@davidyoung287
@osfda_0

Top Tweeters in G7:
@javascriptflx
@goaidev
@codewithibrahim
@bigdatahires
@rabigdatajobs

Top Tweeters in G8:
@rocksetta
@blender
@plask_ai
@tensorflowjs
@tfjs

Top Tweeters in G9:
@clementdelangue
@logseq
@aryansawhney17

Top Tweeters in G10:
@oliverjumpertz
@adarsh____gupta
@abiolabiobeng


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