tensorflowjs, Twitter, 1/4/2021 8:55:00 AM, 244789


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tensorflowjs_2021-01-03_19-45-01.xlsx
tensorflowjs_2021-01-03_19-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 04, 2021
Short Description:
tensorflowjs via NodeXL https://bit.ly/3pPZl4n
@jblefevre60
@tensorflow
@trendsinai
@haroldsinnott
@deeplear
@jason_mayes
@ipythonistabot
@inspaceedu
@hubofml
@morolswediu

Top hashtags:
#tensorflowjs
#machinelearning
#ai
#python
#rl
#ces2021
#javascript
#tensorflow

Description:
Description
The graph represents a network of 182 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 Monday, 04 January 2021 at 03:45 UTC.

The requested start date was Sunday, 03 January 2021 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 13-day, 15-hour, 39-minute period from Sunday, 20 December 2020 at 06:40 UTC to Saturday, 02 January 2021 at 22:20 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 : 182
Unique Edges : 151
Edges With Duplicates : 430
Total Edges : 581
Number of Edge Types : 5
Replies to : 13
Retweet : 218
MentionsInRetweet : 303
Tweet : 28
Mentions : 19
Self-Loops : 57
Reciprocated Vertex Pair Ratio : 0.00996677740863787
Reciprocated Edge Ratio : 0.0197368421052632
Connected Components : 20
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 149
Maximum Edges in a Connected Component : 546
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.343663
Graph Density : 0.00922834072005343
Modularity : 0.394204
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 182 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 Monday, 04 January 2021 at 03:45 UTC.

The requested start date was Sunday, 03 January 2021 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 13-day, 15-hour, 39-minute period from Sunday, 20 December 2020 at 06:40 UTC to Saturday, 02 January 2021 at 22:20 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:
[19] https://randomwalkjapan.blogspot.com/2020/12/tensorflowjsthe-world-of-tensorflowjs.html
[9] https://github.com/victor369basu/Real-time-stock-market-prediction
[4] https://blog.tensorflow.org/2020/11/iris-landmark-tracking-in-browser-with-MediaPipe-and-TensorFlowJS.html
[3] https://www.smashingmagazine.com/2019/09/machine-learning-front-end-developers-tensorflowjs/
[3] https://blog.tensorflow.org/2020/12/inspace-new-video-conferencing-platform-uses-tensorflowjs-for-toxicity-filters-in-chat.html
[3] https://randomwalkjapan.blogspot.com/2020/06/nodejstensorflow-how-to-setup.html
[3] https://catchar.io/augmented-reality-apps-lenses-projects/effectron
[2] https://damianfallon.blogspot.com/2020/12/image-recognition-with-tensorflowjs.html?spref=tw
[1] https://github.com/tensorflow/tfjs-models
[1] https://twitter.com/i/web/status/1345292058701905920

Top URLs in Tweet in G1:
[2] https://www.smashingmagazine.com/2019/09/machine-learning-front-end-developers-tensorflowjs/
[1] https://twitter.com/i/web/status/1345278702687498241
[1] https://twitter.com/i/web/status/1343986853637140480

Top URLs in Tweet in G2:
[1] https://blog.tensorflow.org/2020/12/inspace-new-video-conferencing-platform-uses-tensorflowjs-for-toxicity-filters-in-chat.html
[1] https://twitter.com/i/web/status/1338740837077954560

Top URLs in Tweet in G3:
[9] https://github.com/victor369basu/Real-time-stock-market-prediction
[1] https://github.com/tensorflow/tfjs-models
[1] https://www.youtube.com/watch?v=dDIk1Tmnj9A

[1] https://github.com/jasonmayes/Real-Time-Person-Removal
[1] https://twitter.com/TensorFlow/status/1341083102370803714
[1] https://twitter.com/i/web/status/1308051055842717696

Top URLs in Tweet in G4:
[19] https://randomwalkjapan.blogspot.com/2020/12/tensorflowjsthe-world-of-tensorflowjs.html
[4] https://blog.tensorflow.org/2020/11/iris-landmark-tracking-in-browser-with-MediaPipe-and-TensorFlowJS.html
[3] https://randomwalkjapan.blogspot.com/2020/06/nodejstensorflow-how-to-setup.html
[1] https://twitter.com/i/web/status/1273061295902711810
[1] https://randomwalkjapan.blogspot.com/2020/09/ml5poseneteasy-posenet-by-ml5.html
[1] https://www.latticesemi.com/sensAI?pr092518
[1] https://tinyvision.ai/products/upduino-v3-0
[1] https://hpssjellis.github.io/beginner-tensorflowjs-examples-in-javascript/
[1] https://www.rocksetta.com/tensorflowjs/beginner-keras/20keras-xOr.html
[1] https://hpssjellis.github.io/lightening-talk-Pecha-Kucha-tensorflowjs/

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1341359483767951360

Top URLs in Tweet in G6:
[2] https://damianfallon.blogspot.com/2020/12/image-recognition-with-tensorflowjs.html?spref=tw
[1] https://emojiscavengerhunt.withgoogle.com/
[1] https://twitter.com/PINTO03091/status/1340690673318600704
[1] https://stackoverflow.com/questions/65440553/cant-predict-value-with-my-tensorflow-js
[1] https://developers-jp.googleblog.com/2019/04/bodypix-tensorflowjs.html
[1] https://www.smashingmagazine.com/2019/09/machine-learning-front-end-developers-tensorflowjs/
[1] https://twitter.com/i/web/status/1345292058701905920

Top URLs in Tweet in G7:
[3] https://catchar.io/augmented-reality-apps-lenses-projects/effectron
[1] https://twitter.com/i/web/status/1343896296990490627

Top Domains
Top Domains in Tweet in Entire Graph:
[25] blogspot.com
[13] twitter.com
[11] github.com
[7] tensorflow.org
[3] smashingmagazine.com
[3] catchar.io
[2] github.io
[1] latticesemi.com
[1] tinyvision.ai
[1] rocksetta.com

Top Domains in Tweet in G1:
[2] twitter.com
[2] smashingmagazine.com

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

Top Domains in Tweet in G3:
[11] github.com
[2] twitter.com
[1] youtube.com

Top Domains in Tweet in G4:
[23] blogspot.com
[4] tensorflow.org
[2] github.io
[1] twitter.com
[1] latticesemi.com
[1] tinyvision.ai
[1] rocksetta.com

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

Top Domains in Tweet in G6:
[2] twitter.com
[2] blogspot.com
[1] withgoogle.com
[1] stackoverflow.com
[1] googleblog.com
[1] smashingmagazine.com

Top Domains in Tweet in G7:
[3] catchar.io
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[156] tensorflowjs
[119] machinelearning
[99] ai
[91] python
[90] rl
[90] ces2021
[20] javascript
[18] tensorflow
[15] js
[11] tfjs



Top Hashtags in Tweet in G1:
[78] ai
[78] machinelearning
[78] rl
[78] tensorflowjs
[78] python
[78] ces2021

Top Hashtags in Tweet in G2:
[19] tensorflowjs
[16] machinelearning
[8] bigdata
[8] analytics
[8] nlp
[7] python
[6] ai
[6] rl
[6] ces2021
[2] ar

Top Hashtags in Tweet in G3:
[41] tensorflowjs
[11] js
[9] tfjs
[9] machinelearning
[6] ai
[6] rl
[6] python
[6] ces2021
[4] javascript
[3] chromedevsummit

Top Hashtags in Tweet in G4:
[16] tensorflow
[14] machinelearning
[9] ai
[9] プログラミング独学
[9] プログラミング初心者
[9] プログラミング学習中
[9] javascript
[7] ml
[6] tensorflowjs
[6] coding

Top Hashtags in Tweet in G5:
[8] tensorflowjs
[6] javascript
[1] tensorflow

Top Hashtags in Tweet in G6:
[2] tensorflowjs
[1] aiexperiments
[1] tensorflow20
[1] javascript

Top Words
Top Words in Tweet in Entire Graph:
[156] #tensorflowjs
[119] #machinelearning
[99] #ai
[96] learning
[94] machine
[91] libraries
[91] #python
[90] popular
[90] 2014
[90] 2020

Top Words in Tweet in G1:
[78] popular
[78] machine
[78] learning
[78] libraries
[78] 2014
[78] 2020
[78] #ai
[78] #machinelearning
[78] #rl
[78] #tensorflowjs

Top Words in Tweet in G2:
[30] educators
[25] tensorflow
[19] video
[19] #tensorflowjs
[18] toxic
[18] messages
[18] using
[17] inspaceedu
[17] conference
[17] platform

Top Words in Tweet in G3:
[41] #tensorflowjs
[25] jason_mayes
[12] check
[12] inspaceedu
[12] created
[12] video
[12] conference
[12] platform
[12] powered
[12] remove

Top Words in Tweet in G4:
[32] ponpokofamilly
[16] ホームページを開くだけで走るai
[16] あなたのpcのgpuパワーを試してみよう
[16] #tensorflow
[15] gpu
[15] power
[14] ai
[14] #machinelearning
[11] one
[10] program

Top Words in Tweet in G5:
[9] know
[8] #tensorflowjs
[7] anyone
[7] error
[7] try
[7] use
[7] firefox
[6] #javascript
[6] tensorflow
[6] tensorflow_ai

Top Words in Tweet in G6:
[4] tensorflow
[4] js
[4] gt
[2] #tensorflowjs
[2] damian
[2] fallon
[2] image
[2] recognition
[2] front
[2] end

Top Words in Tweet in G7:
[3] lidar
[3] scanner
[3] action
[3] effectron
[3] send
[3] direct
[3] message
[3] credit
[2] catchar
[2] removal

Top Words in Tweet in G8:
[2] farnam_violin
[2] tensorflowjs
[2] با
[2] میکنی

Top Words in Tweet in G9:
[2] course
[2] infinite
[2] red
[2] really

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[94] machine,learning
[91] #tensorflowjs,#python
[90] popular,machine
[90] learning,libraries
[90] libraries,2014
[90] 2014,2020
[90] 2020,#ai
[90] #ai,#machinelearning
[90] #machinelearning,#rl
[90] #rl,#tensorflowjs

Top Word Pairs in Tweet in G1:
[78] popular,machine
[78] machine,learning
[78] learning,libraries
[78] libraries,2014
[78] 2014,2020
[78] 2020,#ai
[78] #ai,#machinelearning
[78] #machinelearning,#rl
[78] #rl,#tensorflowjs
[78] #tensorflowjs,#python

Top Word Pairs in Tweet in G2:
[18] toxic,messages
[17] video,conference
[17] conference,platform
[15] rid,toxic
[15] messages,ml
[15] ml,inspaceedu
[15] inspaceedu,video
[15] platform,designed
[15] designed,educators
[15] educators,educators

Top Word Pairs in Tweet in G3:
[12] check,inspaceedu
[12] inspaceedu,created
[12] created,video
[12] video,conference
[12] conference,platform
[12] platform,powered
[12] powered,#tensorflowjs
[12] #tensorflowjs,remove
[12] remove,toxic
[12] toxic,messages

Top Word Pairs in Tweet in G4:
[16] ホームページを開くだけで走るai,あなたのpcのgpuパワーを試してみよう
[15] gpu,power
[14] ponpokofamilly,ホームページを開くだけで走るai
[9] ai,actually
[9] actually,works
[9] works,one
[9] one,click
[9] click,web
[9] web,find
[9] find,gpu

Top Word Pairs in Tweet in G5:
[7] anyone,know
[7] know,error
[7] error,try
[7] try,use
[6] use,#javascript
[6] #javascript,#tensorflowjs
[6] #tensorflowjs,firefox
[6] firefox,tensorflow
[6] tensorflow,tensorflow_ai
[5] shiftybitsios,anyone

Top Word Pairs in Tweet in G6:
[4] tensorflow,js
[2] damian,fallon
[2] fallon,image
[2] image,recognition
[2] recognition,tensorflow
[2] front,end

Top Word Pairs in Tweet in G7:
[3] lidar,scanner
[3] scanner,action
[3] action,effectron
[3] effectron,send
[3] send,direct
[3] direct,message
[3] message,credit
[2] catchar,lidar
[2] credit,removal
[2] removal,req

Top Word Pairs in Tweet in G9:
[2] infinite,red

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jblefevre60
@tensorflow
@haroldsinnott
@deeplear
@ponpokofamilly
@inspaceedu
@jason_mayes
@ariel_magbanua
@kaggle

Top Mentioned in G1:
@jblefevre60
@haroldsinnott
@deeplear
@usamaidris567

Top Mentioned in G2:
@tensorflow
@inspaceedu
@kaggle
@gp_pulipaka
@shashwatraj131
@jblefevre60
@haroldsinnott
@deeplear
@jason_mayes

Top Mentioned in G3:
@jason_mayes
@inspaceedu
@ariel_magbanua
@tensorflow
@victor_basu_360
@jblefevre60
@ponpokofamilly
@haroldsinnott
@deeplear

Top Mentioned in G4:
@ponpokofamilly
@rocksetta
@tensorflowjs
@maxbill_design
@arduino
@jason_mayes
@inspaceedu
@shiftybitsios

Top Mentioned in G5:
@tensorflow
@tensorflow_ai
@shiftybitsios
@ste
@squashbugler
@prasoonpratham
@ariel_magbanua

Top Mentioned in G7:
@catchar

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@xaelbot
@codedailybot
@codernotesbot
@codegnuts
@cybersecurityn8
@calcaware
@llnuxbot
@andrewmorrisuk
@bexxmodd

Top Tweeters in G1:
@andrewmorrisuk
@bexxmodd
@ssxman2
@trippbraden
@nicochan33
@shicooks
@ml_tweet_bot
@gvalan
@lesguer_lionel
@spirosmargaris

Top Tweeters in G2:
@sectest9
@codernotesbot
@cybersecurityn8
@llnuxbot
@thecuriousluke
@women_who_code
@epuujee
@_codenewbiebot
@gp_pulipaka
@ipythonistabot

Top Tweeters in G3:
@xaelbot
@codedailybot
@codegnuts
@hubofml
@botraj1
@_reactdev
@trendsinai
@30xcodes
@coder_487
@altf4hashbot

Top Tweeters in G4:
@calcaware
@devvibesbot
@morolswediu
@shybot7
@pyscalellc
@leetcodeb
@neko_programer
@c4d_official
@arduino
@giulianobertoti

Top Tweeters in G5:
@friday_js_bot
@discovertech3
@jacobpwylie
@iceslayhaven
@prasoonpratham
@lost_couple
@ste
@tensorflow_ai
@shiftybitsios
@squashbugler

Top Tweeters in G6:
@overflow_meme
@damianfallon2
@nagakagachi
@sleeplessyogi
@ricveal
@dannadoriyellow
@shohruhprimkul1

Top Tweeters in G7:
@fullnam35087976
@ahhyesenslaved
@catchar

Top Tweeters in G8:
@farnam_violin
@amirzenoozi
@mohassoftware

Top Tweeters in G9:
@svpino
@jordy_vd_

Top Tweeters in G10:
@jbrucj
@silbermanyaniv


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