deeplearning, Twitter, 12/19/2019 1:17:22 PM, 219174


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deeplearning_2019-12-18_19-27-01.xlsx
deeplearning_2019-12-18_19-27-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 19, 2019
Short Description:
deeplearning via NodeXL http://bit.ly/2SeLy9Y
@thecuriousluke
@mikequindazzi
@kirkdborne
@saman_sarraf
@spirosmargaris
@chidambara09
@ipfconline1
@paula_piccard
@clairebotai
@ronald_vanloon

Top hashtags:
#deeplearning
#ai
#machinelearning
#artificialintelligence

Description:
Description
The graph represents a network of 2,481 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 Thursday, 19 December 2019 at 03:28 UTC.

The requested start date was Wednesday, 18 December 2019 at 01:01 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 1-day, 3-hour, 57-minute period from Monday, 16 December 2019 at 21:03 UTC to Wednesday, 18 December 2019 at 01:01 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 : 2481
Unique Edges : 4406
Edges With Duplicates : 2637
Total Edges : 7043
Number of Edge Types : 3
Mentions : 5359
Tweet : 1670
Replies to : 14
Self-Loops : 1670
Reciprocated Vertex Pair Ratio : 0.00970654627539503
Reciprocated Edge Ratio : 0.0192264699306953
Connected Components : 372
Single-Vertex Connected Components : 225
Maximum Vertices in a Connected Component : 1770
Maximum Edges in a Connected Component : 6170
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.078994
Graph Density : 0.000726976635331747
Modularity : 0.48454
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,481 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 Thursday, 19 December 2019 at 03:28 UTC.

The requested start date was Wednesday, 18 December 2019 at 01:01 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 1-day, 3-hour, 57-minute period from Monday, 16 December 2019 at 21:03 UTC to Wednesday, 18 December 2019 at 01:01 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 : deeplearning
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:
[211] https://twinybots.ch/
[91] https://www.datasciencecentral.com/profiles/blogs/how-to-build-a-deep-learning-model-in-15-minutes
[50] https://www.techradar.com/news/using-analytics-to-secure-uc
[43] https://analyticsindiamag.com/top-artificial-intelligence-books-released-2019-that-you-must-read/
[29] https://finance.yahoo.com/news/myths-realities-sentiment-analysis-crypto-103048045.html
[28] https://www.aiconference.london/
[26] https://techsocialnetwork.co.uk/2019/11/18/hadoop-vs-spark-an-accurate-question/
[26] https://bernardmarr.com/default.asp?contentID=1140
[24] https://www.forbes.com/sites/bernardmarr/2019/12/09/the-10-best-examples-of-how-companies-use-artificial-intelligence-in-practice/
[23] https://www.techradar.com/news/dell-xps-13-gets-huge-pound400-discount-for-today-only

Top URLs in Tweet in G1:
[160] https://twinybots.ch/
[24] https://bernardmarr.com/default.asp?contentID=1140
[23] https://finance.yahoo.com/news/myths-realities-sentiment-analysis-crypto-103048045.html
[20] https://www.techradar.com/news/using-analytics-to-secure-uc
[13] https://www.ibtimes.com/facial-recognition-systems-easily-fooled-masks-photos-2885472
[13] https://www.boozallen.com/s/insight/blog/the-power-of-data-science-and-ai-for-social-good.html
[13] https://www.forbes.com/sites/bernardmarr/2019/12/09/the-10-best-examples-of-how-companies-use-artificial-intelligence-in-practice/
[13] https://www.couponed12.com/2019/12/just-enough-python.html
[13] https://morioh.com/p/0f1a714d9d3d/productive-python-development-with-pycharm
[13] https://morioh.com/p/7c9962a7fe9f/deep-learning-for-computer-vision-a-beginners-guide

Top URLs in Tweet in G2:
[27] https://analyticsindiamag.com/top-artificial-intelligence-books-released-2019-that-you-must-read/
[22] https://www.aitimejournal.com/@manoj.rupareliya/how-to-leverage-deep-learning-cognitive-computing-for-cybersecurity
[14] https://deanofbigdata.com/blogs/f/economic-value-of-learning-and-why-google-open-sourced-tensorflow
[13] http://uscybersecurity.net/subscribe/
[13] https://www.uscybersecurity.net/2020-cybersecurity-threats/
[12] https://www.topbots.com/top-ml-research-papers-2019/
[10] https://which-50.com/china-is-gobbling-up-machine-learning-patents/
[8] https://www.independent.co.uk/life-style/gadgets-and-tech/news/alexa-privacy-amazon-echo-delete-recordings-a9249951.html
[8] https://venturebeat.com/2019/11/05/researchers-develop-ai-that-distinguishes-between-satire-and-fake-news/
[8] https://twinybots.ch/

Top URLs in Tweet in G3:
[22] https://www.techradar.com/news/using-analytics-to-secure-uc
[11] https://www.techradar.com/news/dell-xps-13-gets-huge-pound400-discount-for-today-only
[10] https://autome.me/category/artificial-intelligence/
[10] https://www.digitraxentertainment.com/?utm_source=Twitter&utm_medium=VidPost&utm_campaign=BrandAware&utm_term=ArtInt
[9] https://twinybots.ch/
[9] https://www.datasciencecentral.com/profiles/blogs/how-to-build-a-deep-learning-model-in-15-minutes
[7] https://phys.org/news/2019-12-artificial-intelligence-scientists-spray-on-solar.html
[4] https://hbr.org/2019/12/6-signs-your-corporate-culture-is-a-liability?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+harvardbusiness+%28HBR.org%29
[4] HTTP://www.business.com/
[3] https://it.toolbox.com/tech-101/top-10-most-read-stories-on-artificial-intelligence-and-cloud-computing-in-2019

Top URLs in Tweet in G4:
[10] https://m.vk.com/id15800296
[7] https://twinybots.ch/
[4] https://ai-developments.blogspot.com/
[4] https://ai-developments.blogspot.com/2019/10/yahoo-finance-how-ai-shapes-future.html?m=1
[3] https://www.datasciencecentral.com/profiles/blogs/how-to-build-a-deep-learning-model-in-15-minutes
[3] https://www.analyticsvidhya.com/blog/2019/11/4-tricks-improve-deep-learning-model-performance/
[2] https://www.forbes.com/sites/gilpress/2019/12/09/120-ai-predictions-for-2020/amp/?__twitter_impression=true
[2] https://hackaday.com/2019/08/02/memristor-computing-on-a-chip/
[2] https://www.sorbonne.ae/executive-education/
[2] https://freeforbook.com/web-application-hacking/

Top URLs in Tweet in G5:
[61] https://www.datasciencecentral.com/profiles/blogs/how-to-build-a-deep-learning-model-in-15-minutes
[9] https://twinybots.ch/
[7] https://it.toolbox.com/tech-101/top-10-most-read-stories-on-artificial-intelligence-and-cloud-computing-in-2019
[5] https://www.amazon.com/s?k="artificial+intelligence"+audiobooks+audible&_encoding=UTF8&camp=1789&creative=9325&linkCode=ur2&linkId=40375499da39e16d56bd728ec9f6f8e3&tag=kirkdborne-20&ref=nb_sb_noss
[4] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-december-16-1
[3] https://www.datasciencecentral.com/profiles/blogs/github-material
[3] https://hackernoon.com/the-ai-hierarchy-of-needs-18f111fcc007
[3] https://agilethought.com/blog/articles/back-to-basics-how-machine-learning-works/?hss_channel=fbp-348295018582785
[2] https://www.amazon.com/Best-Sellers-Books-Artificial-Intelligence/zgbs/books/491300?&_encoding=UTF8&tag=kirkdborne-20&linkCode=ur2&linkId=f7ce2eb796a301a6628bcd96840b4958&camp=1789&creative=9325
[2] https://www.datasciencecentral.com/profiles/blogs/free-book-a-comprehensive-guide-to-machine-learning-berkeley

Top URLs in Tweet in G6:
[13] https://techsocialnetwork.co.uk/2019/11/18/hadoop-vs-spark-an-accurate-question/
[10] http://www.fiverr.com/134568626?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=jj5do7
[10] http://www.fiverr.com/139751397?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=YRQyoK
[8] https://techsocialnetwork.co.uk/2019/12/15/what-is-artificial-intelligence-anyway/
[8] https://twinybots.ch/
[6] http://www.fiverr.com/140429763?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=jj5b7m
[6] http://www.fiverr.com/134568626?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=WEQdVx
[6] https://arstechnica.com/gadgets/2019/12/mach-ai-training-linear-cost-exponential-gain/
[5] https://www.couponed12.com/2019/12/data-science-grundlagen-python-numpy.html
[5] https://www.youtube.com/watch?v=cc0dqW2HCRc


Top URLs in Tweet in G7:
[1] https://ieeexplore.ieee.org/document/8883215

Top URLs in Tweet in G8:
[5] https://analyticsindiamag.com/top-artificial-intelligence-books-released-2019-that-you-must-read/
[4] https://www.aiconference.london/
[4] https://www.technologyreview.com/s/614929/facebook-has-a-neural-network-that-can-do-advanced-math/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2019-12-17
[3] https://techsocialnetwork.co.uk/2019/11/18/hadoop-vs-spark-an-accurate-question/
[2] HTTP://www.business.com/
[2] https://www.forbes.com/sites/bernardmarr/2019/12/09/the-10-best-examples-of-how-companies-use-artificial-intelligence-in-practice/
[2] https://www.datasciencecentral.com/profiles/blogs/how-to-build-a-deep-learning-model-in-15-minutes
[2] https://www.statista.com/chart/16757/ceo-survey-impact-of-ai/
[2] https://www.technologyreview.com/s/612768/we-analyzed-16625-papers-to-figure-out-where-ai-is-headed-next/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2019-12-17
[1] https://twitter.com/i/web/status/1207073116159127555

Top URLs in Tweet in G9:
[20] https://www.aiconference.london/
[4] https://www.linkedin.com/slink?code=duSFG68
[3] https://www.forbes.com/sites/bernardmarr/2019/12/09/the-10-best-examples-of-how-companies-use-artificial-intelligence-in-practice/
[2] http://datahacker.rs/deep-learning-intersection-over-union/
[2] https://techcrunch.com/2019/12/16/intel-buys-ai-chipmaker-habana-for-2-billion/
[2] https://www.technologyreview.com/s/613899/machine-learning-has-been-used-to-automatically-translate-long-lost-languages/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1576512154
[2] https://deepai.org/publication/training-deep-slam-on-single-frames
[2] http://datahacker.rs/027-cnn-non-max-suppression/
[1] https://twitter.com/i/web/status/1206170551800225792
[1] https://twitter.com/i/web/status/1206500634419224576

Top URLs in Tweet in G10:
[7] https://onlinecoursenet.blogspot.com/2019/12/deep-learning-with-python-and-keras.html
[4] https://www.manning.com/?a_aid=r51&chan=tw
[2] https://www.datasciencecentral.com/profiles/blogs/github-material
[1] https://twitter.com/i/web/status/1207095723772112897
[1] https://twitter.com/i/web/status/1206574964586864643
[1] https://twitter.com/i/web/status/1206695807103029249
[1] https://twitter.com/i/web/status/1206722441612906498
[1] https://twitter.com/i/web/status/1206773285158969346
[1] https://twitter.com/i/web/status/1206788392203120640
[1] https://twitter.com/i/web/status/1206796041447542784

Top Domains
Top Domains in Tweet in Entire Graph:
[1253] twitter.com
[211] twinybots.ch
[136] datasciencecentral.com
[107] morioh.com
[92] forbes.com
[81] medium.com
[75] techradar.com
[72] into.ai
[67] geekwall.in
[62] co.uk

Top Domains in Tweet in G1:
[220] twitter.com
[160] twinybots.ch
[91] morioh.com
[54] geekwall.in
[47] medium.com
[34] forbes.com
[31] datasciencecentral.com
[28] techradar.com
[26] blogspot.com
[24] bernardmarr.com

Top Domains in Tweet in G2:
[76] twitter.com
[36] uscybersecurity.net
[30] analyticsindiamag.com
[25] aitimejournal.com
[23] forbes.com
[19] venturebeat.com
[18] topbots.com
[14] deanofbigdata.com
[12] co.uk
[11] threatshub.org

Top Domains in Tweet in G3:
[175] twitter.com
[34] techradar.com
[14] forbes.com
[11] datasciencecentral.com
[10] autome.me
[10] digitraxentertainment.com
[9] twinybots.ch
[8] phys.org
[7] co.uk
[5] uscybersecurity.net

Top Domains in Tweet in G4:
[205] twitter.com
[11] blogspot.com
[10] vk.com
[10] wordpress.com
[7] twinybots.ch
[7] geekwall.in
[6] analyticsvidhya.com
[5] linkedin.com
[5] fiverr.com
[4] youtube.com

Top Domains in Tweet in G5:
[74] datasciencecentral.com
[36] twitter.com
[10] amazon.com
[9] twinybots.ch
[7] toolbox.com
[5] morioh.com
[4] geekwall.in
[3] hackernoon.com
[3] agilethought.com
[2] thegradient.pub

Top Domains in Tweet in G6:
[258] twitter.com
[37] fiverr.com
[23] co.uk
[13] couponed12.com
[9] linkedin.com
[9] couponfree.uk
[9] youtube.com
[9] globalbigdataconference.com
[8] zdnet.com
[8] twinybots.ch

Top Domains in Tweet in G7:
[1] ieee.org

Top Domains in Tweet in G8:
[53] twitter.com
[7] technologyreview.com
[6] co.uk
[5] analyticsindiamag.com
[4] t.co
[4] aiconference.london
[3] datasciencecentral.com
[2] business.com
[2] forbes.com
[2] linkedin.com

Top Domains in Tweet in G9:
[32] twitter.com
[20] aiconference.london
[10] datahacker.rs
[4] forbes.com
[4] linkedin.com
[3] deepai.org
[2] techcrunch.com
[2] technologyreview.com
[2] towardsdatascience.com
[1] unite.ai

Top Domains in Tweet in G10:
[29] twitter.com
[7] blogspot.com
[4] manning.com
[3] datasciencecentral.com
[2] forbes.com
[1] lnkd.in
[1] itproportal.com
[1] medium.com
[1] jadirectives.com
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3088] deeplearning
[2252] ai
[1745] machinelearning
[875] artificialintelligence
[819] bigdata
[771] datascience
[717] iot
[494] ml
[318] analytics
[246] tech



Top Hashtags in Tweet in G1:
[796] deeplearning
[417] machinelearning
[410] ai
[217] artificialintelligence
[204] datascience
[171] bigdata
[131] iot
[118] tensorflow
[87] ml
[60] dl

Top Hashtags in Tweet in G2:
[380] ai
[234] deeplearning
[215] machinelearning
[147] artificialintelligence
[108] fintech
[80] iot
[73] infographic
[69] cybersecurity
[54] datascience
[48] ml

Top Hashtags in Tweet in G3:
[433] deeplearning
[374] ai
[311] machinelearning
[260] iot
[207] bigdata
[138] artificialintelligence
[107] ml
[84] computervision
[80] ar
[72] datascience

Top Hashtags in Tweet in G4:
[140] deeplearning
[90] ai
[53] machinelearning
[24] artificialintelligence
[16] datascience
[11] photography
[10] cloudsecurity
[10] crowdfunding
[10] pets
[10] friends

Top Hashtags in Tweet in G5:
[170] deeplearning
[98] bigdata
[95] datascience
[77] machinelearning
[75] ai
[66] python
[29] ar
[29] augmentedreality
[29] vr
[29] virtualreality

Top Hashtags in Tweet in G6:
[364] deeplearning
[304] ai
[208] machinelearning
[105] datascience
[104] artificialintelligence
[85] bigdata
[72] analytics
[62] quantummechanics
[49] makeinghorse
[49] nowlearning

Top Hashtags in Tweet in G7:
[112] deeplearning
[111] mci
[111] alzheimers
[1] machinelearning
[1] ar
[1] smartphone
[1] computervision

Top Hashtags in Tweet in G8:
[147] ai
[135] deeplearning
[101] machinelearning
[61] iot
[52] datascience
[48] bigdata
[47] artificialintelligence
[38] ml
[17] fintech
[11] robotics

Top Hashtags in Tweet in G9:
[124] ai
[109] machinelearning
[103] deeplearning
[100] ml
[89] artificialintelligence
[72] dl
[38] tech
[31] iot
[21] neuralnetworks
[21] drones

Top Hashtags in Tweet in G10:
[144] ai
[143] datascience
[137] bigdata
[126] analytics
[125] deeplearning
[109] machinelearning
[68] iot
[56] iiot
[12] artificialintelligence
[11] nodejs

Top Words
Top Words in Tweet in Entire Graph:
[2410] Words in Sentiment List#1: Positive
[939] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[78146] Non-categorized Words
[81495] Total Words
[3085] #deeplearning
[2250] #ai
[1745] #machinelearning
[875] #artificialintelligence
[819] #bigdata

Top Words in Tweet in G1:
[796] #deeplearning
[417] #machinelearning
[410] #ai
[246] learning
[217] #artificialintelligence
[204] #datascience
[171] #bigdata
[154] deep
[131] #iot
[129] ai

Top Words in Tweet in G2:
[380] #ai
[234] #deeplearning
[215] #machinelearning
[147] #artificialintelligence
[108] #fintech
[100] ipfconline1
[96] spirosmargaris
[80] #iot
[76] fisher85m
[73] #infographic

Top Words in Tweet in G3:
[433] #deeplearning
[374] #ai
[311] #machinelearning
[260] #iot
[221] mikequindazzi
[207] #bigdata
[171] gt
[138] #artificialintelligence
[107] #ml
[84] #computervision

Top Words in Tweet in G4:
[140] #deeplearning
[90] #ai
[61] learning
[53] #machinelearning
[45] ai
[45] deep
[26] gt
[24] #artificialintelligence
[24] intelligence
[20] artificial

Top Words in Tweet in G5:
[170] #deeplearning
[103] kirkdborne
[98] #bigdata
[95] #datascience
[77] #machinelearning
[75] #ai
[66] #python
[64] build
[63] 15
[62] model

Top Words in Tweet in G6:
[364] #deeplearning
[304] #ai
[208] #machinelearning
[105] #datascience
[104] #artificialintelligence
[85] #bigdata
[83] learning
[75] ai
[72] #analytics
[65] deep

Top Words in Tweet in G7:
[112] #deeplearning
[111] latest
[111] manuscript
[111] application
[111] recognize
[111] #mci
[111] #alzheimers
[111] ieeeaccess
[110] saman_sarraf

Top Words in Tweet in G8:
[233] gt
[147] #ai
[135] #deeplearning
[101] #machinelearning
[78] mikequindazzi
[61] #iot
[52] #datascience
[48] #bigdata
[47] #artificialintelligence
[44] read

Top Words in Tweet in G9:
[124] #ai
[109] #machinelearning
[103] #deeplearning
[100] #ml
[89] #artificialintelligence
[72] #dl
[40] davorjord
[38] #tech
[35] irenatadic1
[31] #iot

Top Words in Tweet in G10:
[144] #ai
[143] #datascience
[137] #bigdata
[126] #analytics
[125] #deeplearning
[114] gp_pulipaka
[109] #machinelearning
[68] #iot
[56] #iiot
[55] learning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[631] #machinelearning,#deeplearning
[437] deep,learning
[377] gt,gt
[332] artificial,intelligence
[318] #deeplearning,#iot
[314] #ai,#machinelearning
[295] #datascience,#ai
[245] #ai,#deeplearning
[220] #bigdata,#analytics
[219] machine,learning

Top Word Pairs in Tweet in G1:
[138] deep,learning
[127] #deeplearning,#machinelearning
[85] #tensorflow,#deeplearning
[80] #ai,#deeplearning
[79] machine,learning
[79] #machinelearning,#deeplearning
[59] #deeplearning,#iot
[59] #deeplearning,#ai
[58] #ai,#machinelearning
[52] #datascience,#ai

Top Word Pairs in Tweet in G2:
[81] #machinelearning,#deeplearning
[62] #fintech,#ai
[56] artificial,intelligence
[37] gt,gt
[36] #ai,#machinelearning
[35] #infographic,#infosec
[33] #ai,#artificialintelligence
[32] threatshub,cybersecurity
[32] cybersecurity,news
[31] #infosec,#mobilesecurity

Top Word Pairs in Tweet in G3:
[160] #deeplearning,#iot
[108] gt,gt
[100] #iot,#bigdata
[85] #machinelearning,#deeplearning
[82] #deeplearning,#computervision
[74] artificial,intelligence
[72] #ai,#deeplearning
[67] #machinelearning,#ar
[67] #ar,tech
[67] tech,packed

Top Word Pairs in Tweet in G4:
[41] deep,learning
[21] #machinelearning,#deeplearning
[19] artificial,intelligence
[16] machine,learning
[16] gt,gt
[14] #ai,#deeplearning
[10] #deeplearning,#cloudsecurity
[10] #cloudsecurity,#crowdfunding
[10] #crowdfunding,#photography
[10] #photography,#pets

Top Word Pairs in Tweet in G5:
[70] #bigdata,#datascience
[62] 15,minutes
[61] build,#deeplearning
[61] #deeplearning,model
[61] model,#python
[61] #python,15
[55] minutes,#bigdata
[53] kirkdborne,build
[53] #datascience,#machinel
[37] #machinelearning,#deeplearning

Top Word Pairs in Tweet in G6:
[89] #machinelearning,#deeplearning
[64] #datascience,#ai
[62] #deeplearning,#quantummechanics
[60] deep,learning
[58] #ai,#machinelearning
[57] #deeplearning,#analytics
[55] artificial,intelligence
[49] aiでペガサスを作る,epoch
[49] #makeinghorse,#nowlearning
[49] #nowlearning,#ai

Top Word Pairs in Tweet in G7:
[111] latest,manuscript
[111] manuscript,application
[111] application,#deeplearning
[111] #deeplearning,recognize
[111] recognize,#mci
[111] #mci,#alzheimers
[111] #alzheimers,ieeeaccess
[110] saman_sarraf,latest

Top Word Pairs in Tweet in G8:
[154] gt,gt
[55] #ai,#iot
[49] #machinelearning,#deeplearning
[38] mikequindazzi,gt
[37] gt,ht
[37] ht,pascal_bornet
[37] pascal_bornet,mikequindazzi
[36] mikequindazzi,#deeplearning
[36] #deeplearning,app
[36] app,detects

Top Word Pairs in Tweet in G9:
[66] #ml,#machinelearning
[52] #deeplearning,#dl
[46] #artificialintelligence,#ml
[41] #machinelearning,#deeplearning
[40] #ai,#artificialintelligence
[30] #ai,tool
[30] tool,turn
[30] turn,face
[30] face,classical
[30] classical,portrait

Top Word Pairs in Tweet in G10:
[125] #bigdata,#analytics
[124] #analytics,#datascience
[123] #datascience,#ai
[97] #ai,#machinelearning
[71] #machinelearning,#deeplearning
[58] #deeplearning,#iot
[55] #iot,#iiot
[54] deep,learning
[23] #deeplearning,#bigdata
[22] rice,researchers

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@gp_pulipaka
@kirkdborne
@deep_in_depth
@spirosmargaris
@ipfconline1
@ieeeaccess
@saman_sarraf
@ronald_vanloon
@paula_piccard

Top Mentioned in G1:
@deep_in_depth
@ronald_vanloon
@richardeudes
@gp_pulipaka
@wef
@granvilledsc
@datasciencectrl
@analyticsvidhya
@kdnuggets
@mikequindazzi

Top Mentioned in G2:
@ipfconline1
@spirosmargaris
@fisher85m
@mikequindazzi
@uscybermag
@aitimejournal
@threatshub
@and
@evankirstel
@topbots

Top Mentioned in G3:
@mikequindazzi
@paula_piccard
@phiarup
@ravikikan
@jackcoleman219
@clark_robotics
@alison_iot
@worldtrendsinfo
@pawlowskimario
@vladobotsvadze

Top Mentioned in G4:
@sohailparvaiz
@reinforceconf
@maheshwarligade
@freeforbook
@bokuhasumi
@alexfdezsauco
@optimaanalytica

Top Mentioned in G5:
@kirkdborne
@marcusborba
@ganeshatkale
@odsc
@nowthisnews
@toolboxeditor
@mohansekhar
@datasciencectrl
@spelldotrun
@gp_pulipaka

Top Mentioned in G6:
@developer_front
@jadirectivestwt
@gp_pulipaka
@intel
@australiaai
@protr_actor
@ai_scientist
@hacksdev
@couponed_code
@michaelmallari

Top Mentioned in G7:
@ieeeaccess
@saman_sarraf
@paula_piccard
@phiarup

Top Mentioned in G8:
@mikequindazzi
@pascal_bornet
@techreview
@gehealthcare
@andi_staub
@yvesmulkers
@fa
@analyticsindiam
@richardeudes
@gp_pulipaka

Top Mentioned in G9:
@davorjord
@irenatadic1
@bojanavukov
@iotworldforum
@deep_in_depth
@arxiv_daily
@vijaygoel7
@ganeshatkale
@spelldotrun
@slhhlz

Top Mentioned in G10:
@gp_pulipaka
@eitrawmaterials
@course_net
@manningbooks
@k4innovation
@jrlarsen
@klossekandreas
@mgracacarvalho
@tracxn
@kirkdborne

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@javascriptd
@tadeu_alves
@evankirstel
@chidambara09
@aaroncuddeback
@ottlegalrebels
@clairebotai
@eraser

Top Tweeters in G1:
@aaroncuddeback
@clairebotai
@eraser
@calcaware
@zippydazipster
@dukdaffe
@ham_gretsky
@cozyatoz
@jonathanotcher1
@hannaraptor

Top Tweeters in G2:
@sectest9
@evankirstel
@ottlegalrebels
@itknowingness
@cybersec_feeds
@akwyz
@nomoreslaves
@entwistletx
@gezgintrk
@forbes

Top Tweeters in G3:
@paoloigna1
@tadeu_alves
@chidambara09
@lelkan
@artisticparley
@emocionycambio
@nicochan33
@grattonboy
@mjoehlerich
@kuriharan

Top Tweeters in G4:
@flavio58
@adriansysnet
@freshsalis
@toptechin2019
@onlinetraderbiz
@whymandesign
@ququgaga2
@semigleich
@dd_fafa_
@dd_nana_

Top Tweeters in G5:
@rosenchild
@nancyrubin
@dirac7
@alphaml_
@fmfrancoise
@akdm_bot
@nowthisnews
@mench90
@kirkdborne
@eliakinsoares

Top Tweeters in G6:
@pitarampal
@iam__network
@biconnections
@andytoronto
@zdnet
@7wdata
@taieb_bot
@xaelbot
@sachatb
@lesguer_lionel

Top Tweeters in G7:
@saman_sarraf
@oligayakovlev
@eudisons
@s_schewtsow2012
@ieeeaccess
@ivolga58
@tpshenichnikova
@armeec41
@grigoryanmish
@ept19999

Top Tweeters in G8:
@yvesmulkers
@bernardo_pirola
@a_abdulaziz_a
@thecuriousluke
@mary_b_68
@dinisguarda
@stem_nastics
@2ndleprechaun
@techreview
@fabriziobustama

Top Tweeters in G9:
@jacobussystems
@xorpex
@ing_martin_v
@tuser5555
@khattiy74899201
@netclubj1
@ev_stevee
@quebreda
@jpfillet
@simplivllc

Top Tweeters in G10:
@javascriptd
@andysugs
@phoenixgyaan
@abdoul_official
@serverlessfan
@_reactdev
@gdorn1
@aadi_n
@adam_it_
@jwilhelmi