FAQ | Problem?

deeplearning_2018-07-11_09-20-35.xlsx
deeplearning_2018-07-11_09-20-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 11, 2018
Short Description:
deeplearning via NodeXL http://bit.ly/2unUI6Q
@mikequindazzi
@ronald_vanloon
@ipfconline1
@spirosmargaris
@deeplearn007
@ravikikan
@kirkdborne
@iainljbrown
@fisher85m
@evankirstel

Top hashtags:
#ai
#deeplearning
#machinelearning
#bigdata
#artificialintelligence
#iot

Description:
Description
The graph represents a network of 2,682 Twitter users whose tweets in the requested range contained "deeplearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 11 July 2018 at 16:22 UTC.

The requested start date was Wednesday, 11 July 2018 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 8-day, 14-hour, 50-minute period from Monday, 02 July 2018 at 09:10 UTC to Wednesday, 11 July 2018 at 00:01 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 : 2682
Unique Edges : 5577
Edges With Duplicates : 5525
Total Edges : 11102
Number of Edge Types : 3
Mentions : 9911
Tweet : 1166
Replies to : 25
Self-Loops : 1166
Reciprocated Vertex Pair Ratio : 0.0145576707726764
Reciprocated Edge Ratio : 0.0286975717439294
Connected Components : 337
Single-Vertex Connected Components : 195
Maximum Vertices in a Connected Component : 2042
Maximum Edges in a Connected Component : 10413
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.565238
Graph Density : 0.000882004193900737
Modularity : 0.380954
NodeXL Version : 1.0.1.400

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[28] https://buff.ly/2u5xLGf
[27] https://www.jadirectives.com/artificial-intelligence-courses/
[26] https://www.jadirectives.com/best-python-courses-books-and-online-tutorials/
[21] https://youtu.be/x0F7dXbHpGc?utm_content=bufferc41c7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[17] http://usblogs.pwc.com/emerging-technology/machine-learning-evolution-infographic/?utm_content=bufferc71e7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[15] http://ipfconline.fr/blog/2018/02/02/machine-learning-driving-ai-to-its-intelligent-industrial-revolution/?utm_content=buffer88e42&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] http://zpr.io/6sjfZ
[13] https://www.technative.io/7-digital-transformation-trends-impacting-business/
[13] http://www.kdnuggets.com/2016/09/poll-algorithms-used-data-scientists.html?utm_content=buffer5febc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://ift.tt/2MJAko6

Top URLs in Tweet in G1:
[24] https://www.jadirectives.com/best-python-courses-books-and-online-tutorials/
[9] https://www.jadirectives.com/artificial-intelligence-courses/
[8] https://www.forbes.com/sites/johnellett/2018/04/15/gartner-predicts-3-ways-ai-will-impact-marketing-and-improve-customer-experiences/
[6] https://www.jadirectives.com/review-of-deep-learning-a-z-hands-on-artificial-neural-networks/
[5] https://www.jadirectives.com/11-big-data-courses/
[5] https://www.jadirectives.com/best-machine-learning-and-deep-learning-courses/
[5] https://buff.ly/2u5xLGf
[5] http://ipfconline.fr/blog/2018/02/02/machine-learning-driving-ai-to-its-intelligent-industrial-revolution/?utm_content=buffer88e42&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://ow.ly/lEAV30kP7H8
[4] http://www.nedo.go.jp/content/100865202.pdf?utm_content=bufferb959e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[20] https://buff.ly/2u5xLGf
[14] https://youtu.be/x0F7dXbHpGc?utm_content=bufferc41c7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] http://usblogs.pwc.com/emerging-technology/machine-learning-evolution-infographic/?utm_content=bufferc71e7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://machinelearningmastery.com/primer-neural-network-models-natural-language-processing/?utm_content=buffer6bba9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://medium.freecodecamp.org/an-intuitive-introduction-to-generative-adversarial-networks-gans-7a2264a81394
[8] http://bit.ly/2lKHtsR
[7] https://startupsventurecapital.com/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5?utm_content=buffer80634&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] http://ipfconline.fr/blog/2018/02/02/machine-learning-driving-ai-to-its-intelligent-industrial-revolution/?utm_content=buffer88e42&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://sc.mp/2zdFmYe
[7] http://dataconomy.com/2017/06/deep-learning-personalizing-internet/

Top URLs in Tweet in G3:
[12] https://ift.tt/2MJAko6
[11] https://ift.tt/2tR4sGi
[11] https://ift.tt/2IRJtst
[11] http://zpr.io/6sjfZ
[10] https://ift.tt/2KHYfno
[10] https://ift.tt/2KSPvuK
[10] https://www.technative.io/7-digital-transformation-trends-impacting-business/
[10] http://www.kdnuggets.com/2016/09/poll-algorithms-used-data-scientists.html?utm_content=buffer5febc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://ift.tt/2MBPrQr
[9] https://ift.tt/2lO89cl

Top URLs in Tweet in G4:
[7] https://academy.learnstartup.net/p/B1ooWtfYb/data-science-deep-learning-in-theano-tensorflow/?utm_source=1
[3] https://academy.learnstartup.net/p/Sk224SjsW/data-science-linear-regression-in-python/?utm_source=1
[3] http://on.edupioneer.net/B1c5Gj8gX
[3] https://academy.learnstartup.net/p/HJUmW7Zfg/deep-learning-recurrent-neural-networks-in-python/?utm_source=1
[3] https://ift.tt/2KVizBF
[3] https://ift.tt/2MKKeGa
[3] https://academy.learnstartup.net/p/H15AktMYb/deep-learning-gans-and-variational-autoencoders/?utm_source=1
[2] https://academy.learnstartup.net/p/rJgXwbMh-/deep-learning-for-real-world-business/?utm_source=1
[2] http://www.businessinsider.com/oracle-artificial-intelligence-expert-pay-2018-7?utm_medium=email&utm_source=topic+optin&utm_campaign=awareness&utm_content=20180709+ai+nl&mkt_tok=eyJpIjoiWmpNeU1qaGxaVEUyTldZMiIsInQiOiJ2dU5OSmFoWmxhMkR6VXB2VmU4QXUwM05STkVKMFpXdks0TURiS1B3MmtFMis0VEFWOG1HKzJQOUowcUVEWjdFNzVMQUhaZDRPdFkyXC85RENKcVV3aTFYRkNRZ0w4dm5yOTA2ZHVZSTJEWnp0ZUhoNDN5R3Y3MW1rNEdDNDRHWmYifQ%3D%3D
[1] https://nyti.ms/2KFS2Z5

Top URLs in Tweet in G5:
[4] http://www.sciencemag.org/news/2018/06/forget-chess-artificial-intelligence-now-debating-people
[3] https://www.kdnuggets.com/2017/12/general-approach-preprocessing-text-data.html
[3] https://www.kdnuggets.com/2016/03/data-science-process-rediscovered.html
[3] https://buff.ly/2Nd5kOc
[3] https://github.com/regel/loudml
[3] https://s3.amazonaws.com/files.appannie.com/reports/1801_Report_2017_Retrospective_EN.pdf
[3] https://bit.ly/2IruxRS
[3] https://bddy.me/2KN7YZr
[2] https://medium.com/m/global-identity?redirectUrl=https://becominghuman.ai/cheat-sheets-for-ai-neural-networks-machine-learning-deep-learning-big-data-678c51b4b463
[2] http://www.lavanguardia.com/tecnologia/20170224/42280802832/mwc-cuarta-revolucion-industrial-digitalizacion-politica-lideres-ejecutivos.html

Top URLs in Tweet in G6:
[11] https://www.jadirectives.com/artificial-intelligence-courses/
[3] https://www.jadirectives.com/11-big-data-courses/
[3] http://www.bigcloud.io/#panel11
[2] https://www.healio.com/optometry/technology/news/online/{fea40493-2519-4eba-a04f-62e6bdd22039}/artificial-intelligence-may-increase-doctor-productivity
[2] https://www.jadirectives.com/best-machine-learning-and-deep-learning-courses/
[1] https://twitter.com/i/web/status/1001123952155070464
[1] http://bit.ly/2KDW3NN
[1] http://bit.ly/2lP2l24
[1] http://bit.ly/2KH9oVw
[1] http://bit.ly/2kOFMtN

Top URLs in Tweet in G7:
[2] http://aiindex.org/2017-report.pdf?utm_content=bufferc677c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.pepperl-fuchs.com/global/en/IIoT-for-PA.htm
[2] http://bit.ly/2KCH6vb
[2] http://bit.ly/2IWgcww
[2] https://www.juniperresearch.com/press/press-releases/iot-connections-to-grow-140-to-hit-50-billion
[2] https://eurekalert.org/pub_releases/2018-07/imi-mlt070518.php
[2] https://goo.gl/eHXRqf
[2] https://venturebeat.com/2018/06/30/understanding-the-practical-applications-of-business-ai/
[1] http://bit.ly/2KA4qwI
[1] https://mashable.com/2018/07/01/total-python-machine-learning-bundle/

Top URLs in Tweet in G8:
[3] http://bit.ly/2lXMvlO
[2] http://proceedings.mlr.press/v80/
[1] https://twitter.com/i/web/status/1016381863445708800
[1] https://nvda.ws/2IxO6HP
[1] https://nvda.ws/2NkqxpI
[1] https://twitter.com/i/web/status/1016548701248974850
[1] https://nvda.ws/2KMyvpM
[1] https://www.hyperightdataclub.com/event/ground-breaking-ai-speed-and-scale-meet-the-worlds-largest-gpu-nvidia-dgx-2/
[1] https://twitter.com/i/web/status/1002200184024190978
[1] https://www.engadget.com/2018/07/10/uk-ev-policy-road-to-zero-criticism/

Top URLs in Tweet in G9:
[1] https://www.cbinsights.com/reports/CB-Insights_Agtech-Connected-Farm-Briefing.pdf
[1] http://zpr.io/6YSxr
[1] https://tek.io/2z1i5Zg

Top URLs in Tweet in G10:
[3] http://bit.ly/2Kssa2M
[3] https://int8.io/monte-carlo-tree-search-beginners-guide/
[2] http://www.comet.ml/
[2] http://bit.ly/2KvtHoL
[2] http://bit.ly/2yX4d22
[2] https://medium.com/m/global-identity?redirectUrl=https://tech.instacart.com/how-to-build-a-deep-learning-model-in-15-minutes-a3684c6f71e%3Futm_content%3Dbufferb23b1
[2] https://medium.com/apache-mxnet/gluoncv-deep-learning-toolkit-for-computer-vision-9218a907e8da
[2] https://www.youtube.com/watch?v=ZF1rTtRW3eQ

[2] https://deepmind.com/blog/understanding-deep-learning-through-neuron-deletion/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
[1] https://medium.com/rasa-blog/how-to-handle-multiple-intents-per-input-using-rasa-nlu-tensorflow-pipeline-75698b49c383

Top Domains
Top Domains in Tweet in Entire Graph:
[407] ift.tt
[312] twitter.com
[260] bit.ly
[106] zpr.io
[103] buff.ly
[100] jadirectives.com
[71] kdnuggets.com
[70] medium.com
[51] learnstartup.net
[46] pwc.com

Top Domains in Tweet in G1:
[97] twitter.com
[66] ift.tt
[60] jadirectives.com
[47] bit.ly
[15] pwc.com
[13] zpr.io
[13] reddit.com
[10] buff.ly
[9] forbes.com
[9] ipfconline.fr

Top Domains in Tweet in G2:
[85] bit.ly
[33] twitter.com
[31] buff.ly
[23] youtu.be
[21] pwc.com
[18] machinelearningmastery.com
[13] ipfconline.fr
[9] sc.mp
[8] freecodecamp.org
[7] produvia.com

Top Domains in Tweet in G3:
[315] ift.tt
[89] zpr.io
[65] bit.ly
[46] twitter.com
[46] kdnuggets.com
[35] medium.com
[23] datasciencecentral.com
[15] learnstartup.net
[12] technative.io
[11] buff.ly

Top Domains in Tweet in G4:
[62] twitter.com
[24] learnstartup.net
[11] lnkd.in
[8] ift.tt
[7] bit.ly
[4] arxiv.org
[3] buff.ly
[3] ow.ly
[3] github.com
[3] edupioneer.net

Top Domains in Tweet in G5:
[15] ift.tt
[13] kdnuggets.com
[13] bit.ly
[10] ow.ly
[10] twitter.com
[8] buff.ly
[7] medium.com
[6] lavanguardia.com
[6] github.com
[4] sciencemag.org

Top Domains in Tweet in G6:
[16] jadirectives.com
[15] twitter.com
[11] bit.ly
[3] github.com
[3] bigcloud.io
[2] healio.com
[1] intel.ly
[1] business2community.com
[1] dzone.com
[1] amzn.to

Top Domains in Tweet in G7:
[7] bit.ly
[6] twitter.com
[3] goo.gl
[2] aiindex.org
[2] pepperl-fuchs.com
[2] juniperresearch.com
[2] eurekalert.org
[2] venturebeat.com
[1] mashable.com
[1] pwc.com

Top Domains in Tweet in G8:
[6] twitter.com
[3] nvda.ws
[3] bit.ly
[2] engadget.com
[2] mlr.press
[1] hyperightdataclub.com
[1] com.au
[1] instagram.com
[1] devdiscourse.com
[1] dy.si

Top Domains in Tweet in G9:
[1] cbinsights.com
[1] zpr.io
[1] tek.io

Top Domains in Tweet in G10:
[8] bit.ly
[5] medium.com
[5] twitter.com
[3] int8.io
[3] youtube.com
[2] comet.ml
[2] deepmind.com
[2] buff.ly
[1] towardsdatascience.com
[1] shakirm.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4103] ai
[3844] deeplearning
[3346] machinelearning
[2270] bigdata
[1997] artificialintelligence
[1560] iot
[1485] datascience
[1425] ml
[1229] infographics
[1213] dl



Top Hashtags in Tweet in G1:
[2071] ai
[1642] machinelearning
[1623] deeplearning
[1281] bigdata
[1263] artificialintelligence
[1145] infographics
[1120] ml
[1059] iot
[1004] dl
[631] marketing

Top Hashtags in Tweet in G2:
[707] ai
[563] deeplearning
[475] machinelearning
[237] bigdata
[236] fintech
[168] insurtech
[147] artificialintelligence
[108] datascience
[85] iot
[80] neuralnetworks

Top Hashtags in Tweet in G3:
[715] ai
[654] machinelearning
[646] deeplearning
[512] datascience
[428] bigdata
[323] artificialintelligence
[254] iot
[235] robots
[217] nlp
[146] ml

Top Hashtags in Tweet in G4:
[164] deeplearning
[68] ai
[59] machinelearning
[24] artificialintelligence
[17] datascience
[15] bigdata
[15] ml
[13] iot
[12] python
[12] tensorflow

Top Hashtags in Tweet in G5:
[212] deeplearning
[156] machinelearning
[122] ai
[104] bigdata
[102] artificialintelligence
[99] datascience
[57] industry40
[56] internetofthings
[29] iot
[26] ml

Top Hashtags in Tweet in G6:
[94] machinelearning
[94] bigdata
[92] deeplearning
[72] ai
[70] analytics
[41] datascience
[22] tensorflow
[22] artificialintelligence
[21] python
[18] iot

Top Hashtags in Tweet in G7:
[87] ai
[65] deeplearning
[63] machinelearning
[48] iot
[45] bigdata
[29] datascience
[29] fintech
[25] startups
[21] artificialintelligence
[20] marketing

Top Hashtags in Tweet in G8:
[42] deeplearning
[21] ai
[16] icml2018
[16] gpus
[7] machinelearning
[4] ml
[3] iot
[3] advisors
[3] customerservice
[3] artificialintelligence

Top Hashtags in Tweet in G9:
[5] ai
[4] bigdata
[4] deeplearning
[3] artificialintelligence
[3] machinelearning
[2] infographics
[2] ml
[2] dl
[1] dscv
[1] sensors

Top Hashtags in Tweet in G10:
[28] deeplearning
[24] ai
[22] machinelearning
[15] datascience
[6] artificialintelligence
[5] bigdata
[3] infographic
[3] ml
[2] nlp
[2] robots

Top Words
Top Words in Tweet in Entire Graph:
[2456] Words in Sentiment List#1: Positive
[891] Words in Sentiment List#2: Negative
[15] Words in Sentiment List#3: Angry/Violent
[118771] Non-categorized Words
[122118] Total Words
[6413] gt
[4436] ai
[3793] deeplearning
[3313] machinelearning
[2253] bigdata

Top Words in Tweet in G1:
[5292] gt
[2137] ai
[1634] machinelearning
[1591] deeplearning
[1279] bigdata
[1258] artificialintelligence
[1145] infographics
[1121] ml
[1092] mikequindazzi
[1053] iot

Top Words in Tweet in G2:
[799] ai
[553] deeplearning
[503] gt
[471] machinelearning
[232] fintech
[226] bigdata
[191] mikequindazzi
[186] ipfconline1
[163] insurtech
[160] v

Top Words in Tweet in G3:
[798] ai
[648] read
[645] deeplearning
[634] machinelearning
[598] more
[567] here
[500] datascience
[426] bigdata
[398] data
[369] gt

Top Words in Tweet in G4:
[161] deeplearning
[100] à
[84] ai
[64] learning
[60] deep
[59] machinelearning
[54] ã
[34] â
[28] python
[27] ž

Top Words in Tweet in G5:
[210] deeplearning
[155] machinelearning
[136] ai
[104] bigdata
[102] artificialintelligence
[97] datascience
[56] internetofthings
[54] industry40
[46] gt
[37] data

Top Words in Tweet in G6:
[94] machinelearning
[94] bigdata
[88] deeplearning
[76] ai
[70] analytics
[53] gp_pulipaka
[41] datascience
[27] deep
[27] tensorflow
[27] learning

Top Words in Tweet in G7:
[126] gt
[91] ai
[63] machinelearning
[63] deeplearning
[50] iot
[45] bigdata
[29] fintech
[28] mikequindazzi
[28] evankirstel
[25] startups

Top Words in Tweet in G8:
[42] deeplearning
[34] nvidia
[24] using
[22] ai
[19] nvidiaaidev
[19] researchers
[16] icml2018
[16] gpus
[12] see
[11] grainy

Top Words in Tweet in G9:
[12] gt
[5] ai
[4] bigdata
[4] deeplearning
[3] machinelearning
[2] mikequindazzi
[2] â
[2] artificialintelligence
[2] infographics
[2] ravikikan

Top Words in Tweet in G10:
[28] deeplearning
[26] ai
[22] machinelearning
[15] datascience
[12] learning
[10] miketamir
[8] machine
[8] gt
[7] infographic
[6] deep

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3151] gt,gt
[1154] deeplearning,bigdata
[1097] ai,ml
[1040] machinelearning,deeplearning
[990] ml,machinelearning
[958] machinelearning,dl
[880] dl,deeplearning
[851] artificialintelligence,gt
[851] gt,infographics
[843] infographics,gt

Top Word Pairs in Tweet in G1:
[2602] gt,gt
[1007] ai,ml
[918] ml,machinelearning
[912] machinelearning,dl
[905] deeplearning,bigdata
[838] dl,deeplearning
[811] artificialintelligence,gt
[811] gt,infographics
[805] infographics,gt
[799] gt,ravikikan

Top Word Pairs in Tweet in G2:
[282] machinelearning,deeplearning
[246] gt,gt
[228] ai,machinelearning
[156] fintech,insurtech
[134] deeplearning,bigdata
[105] mikequindazzi,gt
[85] bigdata,fintech
[79] artificial,intelligence
[53] machine,learning
[46] artificialintelligence,machinelearning

Top Word Pairs in Tweet in G3:
[570] read,more
[509] more,here
[281] datascience,machinelearning
[256] machinelearning,deeplearning
[196] deeplearning,nlp
[195] artificial,intelligence
[184] big,data
[181] gt,gt
[175] nlp,robots
[143] here,bigdata

Top Word Pairs in Tweet in G4:
[76] à,à
[47] deep,learning
[28] ã,ã
[27] â,ž
[26] ai,machinelearning
[18] machinelearning,deeplearning
[15] ž,deeplearning
[15] ˆà,à
[13] machine,learning
[12] data,science

Top Word Pairs in Tweet in G5:
[67] bigdata,datascience
[56] deeplearning,machinelearning
[54] machinelearning,bigdata
[51] machinelearning,deeplearning
[39] artificialintelligence,deeplearning
[37] industry40,internetofthings
[36] internetofthings,artificialintelligence
[23] gt,gt
[21] deeplearning,ann
[21] ai,machinelearning

Top Word Pairs in Tweet in G6:
[66] bigdata,analytics
[47] deeplearning,machinelearning
[34] analytics,deeplearning
[24] machinelearning,datascience
[23] neural,networks
[21] datascience,ai
[17] python,rstats
[17] rstats,tensorflow
[16] javascript,reactjs
[16] reactjs,vuejs

Top Word Pairs in Tweet in G7:
[63] gt,gt
[39] machinelearning,deeplearning
[26] mikequindazzi,gt
[18] ai,machinelearning
[16] bigdata,machinelearning
[14] machine,learning
[14] ai,startups
[13] fintech,iot
[13] iot,robots
[13] iot,bigdata

Top Word Pairs in Tweet in G8:
[16] using,deeplearning
[12] researchers,using
[10] debuting,icml2018
[10] icml2018,see
[10] see,nvidia
[10] nvidia,researchers
[10] deeplearning,gpus
[10] gpus,help
[10] help,restore
[10] restore,grainy

Top Word Pairs in Tweet in G9:
[6] gt,gt
[2] artificialintelligence,gt
[2] gt,infographics
[2] infographics,gt
[2] gt,ravikikan
[2] ravikikan,ai
[2] ai,ml
[2] ml,machinelearning
[2] machinelearning,dl
[2] dl,deeplearning

Top Word Pairs in Tweet in G10:
[13] ai,deeplearning
[13] deeplearning,machinelearning
[10] machinelearning,datascience
[8] machine,learning
[5] great,infographic
[5] ai,machinelearning
[5] machinelearning,deeplearning
[4] deep,learning
[4] artificialintelligence,deeplearning
[4] deeplearning,ai

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@ravikikan
@iainljbrown
@fisher85m
@ipfconline1
@ronald_vanloon
@mclynd
@deeplearn007
@spirosmargaris
@evankirstel

Top Mentioned in G1:
@ravikikan
@mikequindazzi
@fisher85m
@mclynd
@wef
@ipfconline1
@bill_iot
@digital_bella
@iainljbrown
@antgrasso

Top Mentioned in G2:
@ipfconline1
@deeplearn007
@mikequindazzi
@spirosmargaris
@jblefevre60
@pierrepinna
@kirkdborne
@evankirstel
@ahier
@chboursin

Top Mentioned in G3:
@iainljbrown
@ronald_vanloon
@mikequindazzi
@bristowcolin
@kdnuggets
@kirkdborne
@ipfconline1
@bbcnews
@evankirstel
@ds_analytics

Top Mentioned in G4:
@liquidhub
@kjsbedi
@intelsensing
@topology_lab
@ivrpowers

Top Mentioned in G5:
@jlmico
@bloggers_view
@mikequindazzi
@ds_analytics
@nschaetti
@nicolas2pinto
@iainljbrown
@emmanuelameisen
@facebook
@wil_bielert

Top Mentioned in G6:
@gp_pulipaka
@ananna16
@ahmedjr_16
@grattongirl
@chboursin
@wiprodigital
@mikequindazzi
@kirkdborne
@mirrorreview1
@zdnet

Top Mentioned in G7:
@evankirstel
@mikequindazzi
@vladobotsvadze
@fortunemagazine
@growurstartup
@vg_fco
@insilicomeds
@jurijrapoport
@indexingai

Top Mentioned in G8:
@nvidia
@nvidiaaidev
@stanford
@icmlconf
@usc
@pinscreeninc
@ai_turkey
@hyperight_ab
@worldtrendsinfo
@kdnuggets

Top Mentioned in G9:
@ravikikan
@soundbuy
@a1mhigh
@djxforce
@marben100
@acalbfi
@ottlegalrebels
@evankirstel
@mjmaddock
@tunstallasc

Top Mentioned in G10:
@miketamir
@tamaramccleary
@fisher85m
@openai
@kirkdborne
@loomiassistant
@rightrelevance
@andrewyng
@karpathy
@ylecun

Top Tweeters
Top Tweeters in Entire Graph:
@indiegamedevbot
@arkangelscrap
@paoloigna1
@jurylady5
@piyuanker12
@nosqldigest
@sectest9
@startuprealtime
@evankirstel
@smartcityfeed

Top Tweeters in G1:
@sectest9
@edgametec
@gamergeeknews
@fintechna
@edgardogarciasa
@biconnections
@alvinlindsay21
@calcaware
@glaciarblue
@trippbraden

Top Tweeters in G2:
@arkangelscrap
@piyuanker12
@pvalsfr
@guardian
@business
@valaafshar
@simonlporter
@akwyz
@nomoreslaves
@grattonboy

Top Tweeters in G3:
@jurylady5
@itknowingness
@lisabriercliffe
@marshacollier
@rosenchild
@bbcnews
@mashable
@time
@machinelearnflx
@rwang0

Top Tweeters in G4:
@shyam17
@highemerly
@ankitc265
@mdfbasha
@outwidit
@teachermarija
@sprkybot
@tomordonez
@tunguz
@eng380workshop

Top Tweeters in G5:
@paoloigna1
@gis_sharer
@biotechit
@nschaetti
@startupsbot
@onderkaraoglan
@machinelearn_d
@bamitav
@888ico
@jlmico

Top Tweeters in G6:
@indiegamedevbot
@grattongirl
@7wdata
@zdnet
@aaroncuddeback
@_30days30sites
@anilkumarkatiy4
@gdorn1
@reuterstech
@danielscarvalho

Top Tweeters in G7:
@evankirstel
@richsimmondsza
@caring_mobile
@gregbjenkins
@startup_italia
@vladobotsvadze
@kanezadiane
@ussmo
@thehipposhoe
@imworksofficial

Top Tweeters in G8:
@ottlegalrebels
@ceobillionaire
@harvardbiz
@phionakari1
@gagnelegal
@bel_57
@thenewstack
@usc
@stanford
@hardmaru

Top Tweeters in G9:
@startuprealtime
@diggingplatinum
@venturebeat
@forbestech
@proactive_uk
@bourseettrading
@smallcappick
@contrariansmind
@financial_orbit
@conkers3

Top Tweeters in G10:
@hubbucket
@signoraldo
@tamaramccleary
@shrikant_stpib
@deloitte
@jogender_emc2
@hmason
@ulises14490567
@harvardmed
@dataiku