tensorflowjs, Twitter, 10/25/2020 3:07:10 AM, 238698


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tensorflowjs_2020-10-24_19-45-00.xlsx
tensorflowjs_2020-10-24_19-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 25, 2020
Short Description:
tensorflowjs via NodeXL https://bit.ly/31GDzGS
@mgechev
@tensorflow
@techtrendingnow
@rocksetta
@jason_mayes
@yiwen_lin
@connect_js
@elbruno
@emilyxxie
@tarrysingh

Top hashtags:
#tensorflowjs
#javascript
#machinelearning
#ai
#deeplearning
#tensorflow
#100daysofcode

Description:
Description
The graph represents a network of 262 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, 25 October 2020 at 02:45 UTC.

The requested start date was Sunday, 25 October 2020 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 13-day, 2-hour, 41-minute period from Sunday, 11 October 2020 at 05:32 UTC to Saturday, 24 October 2020 at 08:13 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 : 262
Unique Edges : 111
Edges With Duplicates : 553
Total Edges : 664
Number of Edge Types : 5
Tweet : 36
Mentions : 67
Replies to : 19
Retweet : 241
MentionsInRetweet : 301
Self-Loops : 40
Reciprocated Vertex Pair Ratio : 0.0189873417721519
Reciprocated Edge Ratio : 0.0372670807453416
Connected Components : 25
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 117
Maximum Edges in a Connected Component : 398
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.226914
Graph Density : 0.00470884150799918
Modularity : 0.424588
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 262 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, 25 October 2020 at 02:45 UTC.

The requested start date was Sunday, 25 October 2020 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 13-day, 2-hour, 41-minute period from Sunday, 11 October 2020 at 05:32 UTC to Saturday, 24 October 2020 at 08:13 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:
[13] https://yiwenl.github.io/Sketches/exps/68/
[6] https://ellx.io/
[4] https://flows.nodered.org/node/node-red-contrib-tfjs-coco-ssd
[3] https://github.com/spite/virtual-webcam
[3] https://blog.tensorflow.org/2020/09/bringing-mona-lisa-effect-to-life-tensorflow-js.html
[2] https://github.com/yemount/pose-animator
[2] https://www.rocksetta.com/tensorflowjs/beginner-keras/20keras-xOr.html
[2] https://www.youtube.com/watch?v=bOdlPwWej98&feature=youtu.be

[2] https://daleonai.com/ml-model-ten-mins
[2] https://blog.tensorflow.org/2020/03/introducing-webassembly-backend-for-tensorflow-js.html

Top URLs in Tweet in G2:
[1] https://codelabs.developers.google.com/codelabs/tensorflowjs-teachablemachine-codelab?hl=en#0
[1] https://devchat.tv/adventures-in-machine-learning/ml-008-tensorflow-js-and-you-with-jason-mayes/
[1] https://twitter.com/yiwen_lin/status/1319290697648803841
[1] https://blog.tensorflow.org/2020/09/bringing-mona-lisa-effect-to-life-tensorflow-js.html?linkId=100478103
[1] https://randomwalkjapan.blogspot.com/2020/09/ml5poseneteasy-posenet-by-ml5.html
[1] https://monalisaeffect.com/

Top URLs in Tweet in G3:
[3] https://blog.tensorflow.org/2020/09/bringing-mona-lisa-effect-to-life-tensorflow-js.html
[2] https://blog.tensorflow.org/2020/03/introducing-webassembly-backend-for-tensorflow-js.html
[1] http://Connect.Tech
[1] https://www.linkedin.com/slink?code=dSdqhkk
[1] https://www.linkedin.com/slink?code=dmnqFPv
[1] https://twitter.com/i/web/status/1316324144573808640

Top URLs in Tweet in G4:
[3] https://github.com/spite/virtual-webcam
[2] https://github.com/yemount/pose-animator
[2] https://www.rocksetta.com/tensorflowjs/beginner-keras/20keras-xOr.html
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D6fErE8RQHWU%26list%3DPL57Dnr1H_egtm0pi-okmG0iE_X5dROaLw%26index%3D28&q=EgS4SO-bGLHN0_wFIhkA8aeDS-EtiPJEHy4yTrPsLXe5-oiy9DWzMgFy
[1] https://pose-animator-demo.firebaseapp.com/camera.html
[1] https://twitter.com/rocksetta/status/1314947024245014528?s=19
[1] https://hpssjellis.github.io/tensorflowjs-bvh/index.html
[1] https://twitter.com/i/web/status/1319645704747450371

Top URLs in Tweet in G5:
[13] https://yiwenl.github.io/Sketches/exps/68/
[1] https://vimeo.com/387633341
[1] https://www.youtube.com/watch?v=TmQl5s3lP9s&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1316204364097347584
[1] https://twitter.com/i/web/status/1316742798574583809

Top URLs in Tweet in G7:
[4] https://flows.nodered.org/node/node-red-contrib-tfjs-coco-ssd
[1] https://www.youtube.com/watch?v=9MTiQMxTXPE&feature=youtu.be

[1] https://twitter.com/GDGSanSalvador/status/1317284192858886144
[1] https://briefly.co/anchor/Artificial_intelligence/story/ai-chatbots-with-tensorflowjs-detecting-emotion-in-text?f=landjaeger&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Artificial_intelligence
[1] https://briefly.co/anchor/Artificial_intelligence/story/ai-chatbots-with-tensorflowjs-training-a-trivia-expert-ai?f=landjaeger&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Artificial_intelligence
[1] https://github.com/albertnadal/tensorflowjs-mnist-live
[1] https://briefly.co/anchor/Data_science/story/ai-chatbots-with-tensorflowjs-improved-emotion-detection-in-text?f=gravlax&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Data_science
[1] https://briefly.co/anchor/Data_science/story/ai-chatbots-with-tensorflowjs-training-a-trivia-expert-ai?f=gravlax&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Data_science
[1] https://briefly.co/anchor/Data_science/story/ai-chatbots-with-tensorflowjs-detecting-emotion-in-text?f=gravlax&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Data_science
[1] https://briefly.co/anchor/Software_development/story/ai-chatbots-with-tensorflowjs-improved-trivia-expert?f=ameribella&utm_source=Twitter&utm_medium=autotweet&utm_content=unhighlighted&utm_campaign=Software_development

Top URLs in Tweet in G8:
[6] https://ellx.io/
[1] https://ellx.io/matyunya/tensorflowjs-simple-demo
[1] https://matyunya-tensorflowjs-simple-demo.ellx.app/

Top URLs in Tweet in G9:
[1] https://twitter.com/TensorFlow/status/1319317552020000769
[1] https://twitter.com/ACLEDINFO/status/1317261543680045056
[1] https://twitter.com/CptHuang/status/1316400444239994884

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1317878743298318336

Top Domains
Top Domains in Tweet in Entire Graph:
[14] github.io
[12] twitter.com
[8] briefly.co
[7] tensorflow.org
[7] ellx.io
[6] github.com
[4] nodered.org
[4] youtube.com
[3] google.com
[3] linkedin.com

Top Domains in Tweet in G2:
[1] google.com
[1] devchat.tv
[1] twitter.com
[1] tensorflow.org
[1] blogspot.com
[1] monalisaeffect.com

Top Domains in Tweet in G3:
[5] tensorflow.org
[2] linkedin.com
[1] connect.tech
[1] twitter.com

Top Domains in Tweet in G4:
[5] github.com
[2] twitter.com
[2] rocksetta.com
[1] google.com
[1] firebaseapp.com
[1] github.io

Top Domains in Tweet in G5:
[13] github.io
[1] vimeo.com
[1] youtube.com

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

Top Domains in Tweet in G7:
[8] briefly.co
[4] nodered.org
[1] youtube.com
[1] twitter.com
[1] github.com
[1] madewithml.com
[1] google.com

Top Domains in Tweet in G8:
[7] ellx.io
[1] ellx.app

Top Domains in Tweet in G9:
[3] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[139] tensorflowjs
[27] javascript
[27] machinelearning
[27] ai
[21] deeplearning
[12] tensorflow
[10] 100daysofcode
[7] ar
[7] podcast
[6] ml



Top Hashtags in Tweet in G1:
[97] tensorflowjs
[1] angular
[1] 100daysofcode
[1] google

Top Hashtags in Tweet in G2:
[7] machinelearning
[7] tensorflowjs
[7] ar
[6] aiux
[4] podcast
[4] webxr
[3] javascript
[3] stayhome
[3] opencv
[2] ml

Top Hashtags in Tweet in G3:
[24] javascript
[18] ai
[10] deeplearning
[6] tensorflowjs
[6] tensorflow
[3] js
[3] ravstack
[3] podcast
[2] machinelearning
[2] 100daysofcode

Top Hashtags in Tweet in G4:
[5] portenta
[5] portentah7
[5] machinelearning
[1] teacher
[1] prod
[1] 3dprinting
[1] microcontrollers
[1] ml
[1] tinyml
[1] nn

Top Hashtags in Tweet in G5:
[4] tensorflowjs
[2] datavisualization
[2] madewithtfjs
[2] face
[2] human
[2] webmachinelearning
[2] w3cworkshop
[2] ml
[2] applications
[1] machinelearning

Top Hashtags in Tweet in G6:
[7] machinelearning
[5] tensorflowjs
[3] computervision

Top Hashtags in Tweet in G7:
[3] deeplearning
[3] ai
[3] data
[3] science
[3] datascience
[3] software
[3] development
[3] dev
[2] tensorflowjs
[1] react

Top Hashtags in Tweet in G9:
[5] tensorflow
[4] tensorflowjs
[3] deeplearning
[2] ai
[2] machinelearning
[1] python
[1] python3
[1] datamining
[1] dl
[1] ml

Top Hashtags in Tweet in G10:
[6] 100daysofcode

Top Words
Top Words in Tweet in Entire Graph:
[139] #tensorflowjs
[103] little
[98] demo
[97] gesture
[97] lt
[97] mat
[97] drawer
[97] opened
[96] mgechev
[96] tiny

Top Words in Tweet in G1:
[97] #tensorflowjs
[97] lt
[97] mat
[97] drawer
[97] opened
[96] mgechev
[96] tiny
[96] little
[96] demo
[96] angular

Top Words in Tweet in G2:
[23] mona
[17] lisa
[17] urban
[17] legend
[17] eyes
[17] follow
[17] move
[17] around
[17] room
[14] tensorflow

Top Words in Tweet in G3:
[24] #javascript
[21] mona
[21] lisa
[20] adventures
[19] excited
[18] #ai
[18] eyes
[18] follow
[17] machiavellian
[17] gantlaborde

Top Words in Tweet in G4:
[17] tensorflowjs
[12] rocksetta
[11] zoom_us
[10] end
[8] humphd
[7] thespite
[6] model
[5] 100
[5] usd
[5] arduino

Top Words in Tweet in G5:
[15] work
[14] yiwen_lin
[13] small
[13] rebuild
[13] done
[13] 'ai
[13] more
[13] human'
[13] exhibition
[13] barbican

Top Words in Tweet in G6:
[10] models
[9] elbruno
[8] browser
[7] last
[7] couple
[7] weeks
[7] learned
[7] migrate
[7] #machinelearning
[7] used

Top Words in Tweet in G7:
[12] ai
[12] node
[9] tensorflow
[9] js
[8] chatbots
[8] red
[6] detection
[4] emotion
[4] text
[4] trivia

Top Words in Tweet in G8:
[7] sveltejs
[6] kevmodrome
[6] mind
[6] blown
[6] thing
[6] built
[6] check
[6] example

Top Words in Tweet in G9:
[6] info
[5] #tensorflow
[4] computer
[4] #tensorflowjs
[3] cpthuang
[3] predators
[3] enablers
[3] anyone
[3] ny
[3] pa

Top Words in Tweet in G10:
[8] ai
[8] parameters
[8] comes
[8] excited
[6] day
[6] 91
[6] 92
[6] 93
[6] working
[6] realtime

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[97] lt,mat
[97] mat,drawer
[96] tiny,little
[96] little,demo
[96] demo,#tensorflowjs
[96] #tensorflowjs,angular
[96] angular,cdk
[96] cdk,literally
[96] literally,binding
[96] binding,hand

Top Word Pairs in Tweet in G1:
[97] lt,mat
[97] mat,drawer
[96] tiny,little
[96] little,demo
[96] demo,#tensorflowjs
[96] #tensorflowjs,angular
[96] angular,cdk
[96] cdk,literally
[96] literally,binding
[96] binding,hand

Top Word Pairs in Tweet in G2:
[17] mona,lisa
[17] urban,legend
[17] legend,mona
[17] eyes,follow
[17] follow,move
[17] move,around
[17] around,room
[11] lisa,eyes
[11] room,made
[11] made,app

Top Word Pairs in Tweet in G3:
[21] mona,lisa
[18] lisa,eyes
[18] eyes,follow
[17] machiavellian,gantlaborde
[17] gantlaborde,walks
[17] walks,adventures
[17] adventures,#ai
[17] #ai,#javascript
[17] #javascript,future
[17] future,software

Top Word Pairs in Tweet in G4:
[10] tensorflowjs,zoom_us
[5] 100,usd
[5] usd,arduino
[5] arduino,#portenta
[5] #portenta,#portentah7
[5] #portentah7,end
[5] end,end
[5] end,#machinelearning
[5] #machinelearning,model
[4] humphd,tensorflowjs

Top Word Pairs in Tweet in G5:
[13] small,rebuild
[13] rebuild,work
[13] work,done
[13] done,'ai
[13] 'ai,more
[13] more,human'
[13] human',exhibition
[13] exhibition,barbican
[13] barbican,last
[12] yiwen_lin,small

Top Word Pairs in Tweet in G6:
[7] last,couple
[7] couple,weeks
[7] weeks,learned
[7] learned,migrate
[7] migrate,#machinelearning
[7] #machinelearning,models
[7] models,used
[7] used,browser
[7] browser,tensorflowjs
[7] tensorflowjs,rocks

Top Word Pairs in Tweet in G7:
[9] tensorflow,js
[8] ai,chatbots
[8] chatbots,tensorflow
[8] node,red
[4] trivia,expert
[4] red,contrib
[4] contrib,tfjs
[4] tfjs,coco
[4] coco,ssd
[4] ssd,node

Top Word Pairs in Tweet in G8:
[6] mind,blown
[6] blown,thing
[6] thing,built
[6] built,sveltejs
[6] sveltejs,check
[6] check,example
[5] kevmodrome,mind

Top Word Pairs in Tweet in G9:
[4] #tensorflow,#tensorflowjs
[3] predators,enablers
[3] enablers,anyone
[3] anyone,info
[3] info,ny
[3] ny,pa
[3] pa,attorney
[3] attorney,using
[3] using,social
[3] social,media

Top Word Pairs in Tweet in G10:
[8] parameters,comes
[8] comes,excited
[6] day,91
[6] 91,92
[6] 92,93
[6] 93,working
[6] working,realtime
[6] realtime,emotional
[6] emotional,recognition
[6] recognition,system

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mgechev
@emilyxxie
@gantlaborde
@tensorflowjs
@tensorflow
@connect_js
@yiwen_lin
@yoshihide_ban
@zoom_us
@rocksetta

Top Mentioned in G1:
@mgechev

Top Mentioned in G2:
@tensorflow
@emilyxxie
@ponpokofamilly
@emil
@devchattv
@cyrildiagne
@ironmaiden
@jason_mayes
@zachlieberman
@kari_rawat

Top Mentioned in G3:
@gantlaborde
@connect_js
@emilyxxie
@tarrysingh
@yoshihide_ban
@jason_mayes
@devchattv
@ravstack
@tensorflow
@kpkeerthi25

Top Mentioned in G4:
@tensorflowjs
@zoom_us
@rocksetta
@arduino
@thespite
@humphd
@tensorflow
@blender
@edgeimpulse
@thenerdstation

Top Mentioned in G5:
@yiwen_lin
@jason_mayes
@teropa
@w3cdevs

Top Mentioned in G6:
@elbruno
@microsoftedge
@microsoft

Top Mentioned in G8:
@sveltejs
@kevmodrome

Top Mentioned in G9:
@cpthuang
@yoshihirosaito
@acledinfo
@tarrysingh

Top Mentioned in G10:
@kpkeerthi25
@yoshihide_ban

Top Tweeters
Top Tweeters in Entire Graph:
@xaelbot
@codedailybot
@100xcode
@andrewmorrisuk
@codegnuts
@sarsmustendbot
@thedeveloperbot
@dariosailor86
@jacobussystems
@hubofml

Top Tweeters in G1:
@hafizihamid
@immohamad
@wilmer2000
@charleso888
@brandonweis
@gauravssnl
@iammowgoud
@viviane41861305
@localhost_droid
@santoshyadavdev

Top Tweeters in G2:
@andrewmorrisuk
@dariosailor86
@hubofml
@techtrendingnow
@reartistron
@synekura_audio
@charzie01
@zachlieberman
@codeislife2
@nouralshakhouri

Top Tweeters in G3:
@xaelbot
@codegnuts
@sarsmustendbot
@thedeveloperbot
@thecuriousluke
@fabriciosx
@fullnam35087976
@altbot4
@_codenewbiebot
@alphabe99195368

Top Tweeters in G4:
@jacobussystems
@vengineer
@jekbradbury
@dynamicwebpaige
@_oliviabot
@zoom_us
@thespite
@humphd
@arduino
@blooniverse

Top Tweeters in G5:
@datasciencebot_
@4enoyreveapp
@desmarkie
@teropa
@jhonpineda97
@ozm
@tcrossmd
@1amarvind
@wildpeaks
@al_ro_tw

Top Tweeters in G6:
@jc_quijano
@api_daily
@api_learnn
@z4chburris
@the404code
@microsoft
@elbruno
@braulio_sl
@microsoftedge
@mspdidu

Top Tweeters in G7:
@boxheadroom
@notessensei
@datascience_b
@anadalg
@red_nodes
@artintel_b
@software_dev_b
@aen_espanol
@dannadoriyellow
@nicholasrenotte

Top Tweeters in G8:
@antony
@zevav
@horacekeung
@sveltejs
@sveltesociety
@kevmodrome
@dmaevsky
@matyunyaya

Top Tweeters in G9:
@shybot7
@acledinfo
@cloud_cio_
@py_data_sci
@cpthuang
@yoshihirosaito

Top Tweeters in G10:
@codedailybot
@100xcode
@rahul_rpandya
@rahulve74423149
@codingretweets
@kpkeerthi25


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