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iot machinelearning_2020-09-16_05-23-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2020
Short Description:
iot machinelearning via NodeXL https://bit.ly/2RzijgM
@gp_pulipaka
@iotvishal
@thecuriousluke
@chidambara09
@jblefevre60
@kirkdborne
@hubofml
@pinakilaskar
@fisher85m
@haroldsinnott

Top hashtags:
#machinelearning
#iot
#ai
#bigdata
#datascience
#analytics
#iiot

Description:
Description
The graph represents a network of 1,495 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 16 September 2020 at 12:31 UTC.

The requested start date was Wednesday, 16 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 4-day, 7-hour, 25-minute period from Friday, 11 September 2020 at 16:35 UTC to Wednesday, 16 September 2020 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 : 1495
Unique Edges : 1517
Edges With Duplicates : 14823
Total Edges : 16340
Number of Edge Types : 5
Mentions : 668
Retweet : 6613
MentionsInRetweet : 8062
Tweet : 988
Replies to : 9
Self-Loops : 1117
Reciprocated Vertex Pair Ratio : 0.00643300798580302
Reciprocated Edge Ratio : 0.0127837778267578
Connected Components : 69
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 1410
Maximum Edges in a Connected Component : 16193
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.415973
Graph Density : 0.00203131366043886
Modularity : 0.19595
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,495 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 16 September 2020 at 12:31 UTC.

The requested start date was Wednesday, 16 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 4-day, 7-hour, 25-minute period from Friday, 11 September 2020 at 16:35 UTC to Wednesday, 16 September 2020 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : iot machinelearning
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:
[72] https://www.programming-hero.com/
[66] https://www.programming-hero.com
[46] https://medium.com/the-innovation/r-for-beginners-6ed40cc272af?source=twitterShare-bf07c4e8b028-1599855881&_branch_match_id=link-833062822728474626
[39] https://www.r-bloggers.com/lasso-and-the-methods-of-causality/
[34] https://www.amazon.com/More-Alike-Than-Different-Syndrome/dp/163388628X/
[32] https://www.linkedin.com/pulse/10-rules-positive-branding-raoul-davis
[27] https://engage.bah.com/Article/Redirect/8fc5895b-4497-4c26-a1d2-ea9025bd3d85?uc=30185&g=257e61b1-47c3-4f64-94fe-69a1b230f797&f=63380
[26] https://citadeladvantage.blogspot.com/2019/10/the-danger-of-ai-is-weirder-than-you.html?spref=tw
[26] https://bukmedianet.blogspot.com/2019/12/artificial-intelligence-z-learn-how-to.html
[22] https://www.electronicdesign.com/technologies/iot/article/21122431/how-the-artificial-intelligence-of-things-will-change-the-world-as-we-know-it

Top URLs in Tweet in G1:
[22] https://www.electronicdesign.com/technologies/iot/article/21122431/how-the-artificial-intelligence-of-things-will-change-the-world-as-we-know-it
[16] https://www.startus-insights.com/innovators-guide/blockchain-a-global-startup-hub-analysis/
[12] https://www.visualcapitalist.com/aiot-when-ai-meets-iot-technology/
[12] https://onalytica.com/blog/posts/whos-who-in-iiot/
[9] https://www.linktr.ee:443/cyberhubengage
[8] https://www.wired.com/story/power-limits-artificial-intelligence/
[7] https://medium.com/@cfb_bots/the-difference-between-robotic-process-automation-and-artificial-intelligence-4a71b4834788?utm_content=bufferf0b7b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.theaisorcery.com/post/top-5-machine-learning-algorithms-with-python-part1
[7] https://www.cio.com/article/3566029/digital-transformation-powered-by-machine-learning.html
[5] https://www.kdnuggets.com/2018/09/winning-game-plan-building-data-science-team.html

Top URLs in Tweet in G2:
[69] https://www.programming-hero.com/
[61] https://www.programming-hero.com
[36] https://medium.com/the-innovation/r-for-beginners-6ed40cc272af?source=twitterShare-bf07c4e8b028-1599855881&_branch_match_id=link-833062822728474626
[23] https://citadeladvantage.blogspot.com/2019/10/the-danger-of-ai-is-weirder-than-you.html?spref=tw
[20] https://bukmedianet.blogspot.com/2019/12/artificial-intelligence-z-learn-how-to.html
[17] https://pakaims.edu.pk/
[17] https://bintadiaz.me/price-and-time-prediction-part-5-5-0-0-0-ratings-course-ratings-are-calculated-from-individual-students-ratings-and-a-variety-of-other-signals-like-age-of-rating-and-reliability-to-ensu/
[15] https://trevorhastie.github.io/ISLR/
[15] https://www.couponed12.com/2019/12/complete-python-developer-in-2020-zero.html
[15] https://bintadiaz.me/%E2%87%89-the-second-part-part-2-5-is-devoted-to-the-collection-and-extraction-of-data-from-scanned-documents-and-images-in-this-course-you-will-learn-how-to-extract-data-from-from-scanned-documen/

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1305171212537073664
[1] https://onlinelibrary.wiley.com/doi/abs/10.1002/qute.202000067?cookieSet=1
[1] https://twitter.com/i/web/status/1303953118896496641
[1] https://towardsdatascience.com/text-generation-from-knowledge-graphs-with-graph-transformers-c84156ddd446
[1] https://twitter.com/i/web/status/1303163789047627776
[1] https://towardsdatascience.com/a-bayesian-approach-to-estimating-revenue-growth-55d029efe2dd
[1] https://twitter.com/i/web/status/1304426018200006658
[1] https://twitter.com/i/web/status/1301170534676398082
[1] https://twitter.com/i/web/status/1301168659520516096
[1] https://twitter.com/i/web/status/1304060102593445893

Top URLs in Tweet in G4:
[27] https://www.amazon.com/More-Alike-Than-Different-Syndrome/dp/163388628X/
[26] https://www.r-bloggers.com/lasso-and-the-methods-of-causality/
[22] https://www.linkedin.com/pulse/10-rules-positive-branding-raoul-davis
[10] http://www.globalbigdataconference.com/news/145763/artificial-intuition-a-new-generation-of-ai.html
[9] https://datafloq.com/read/how-cloud-servers-are-rewriting-the-rules-of-data-storage/9408
[9] https://www.lavanguardia.com/tecnologia/20200915/483463521238/audifonos-incorporan-inteligencia-artificial.html
[8] http://www.globalbigdataconference.com/145761/big-datas-role-in-the-post-covid-era/industrynews-details.html
[8] https://twinybots.ch/
[7] https://www.money.it/?page=amp&id_article=96849
[7] https://www.ktnv.com/13-investigates/unemployment-benefits-flagged-for-fraud-over-nevadas-confidential-address-program

Top URLs in Tweet in G5:
[17] https://engage.bah.com/Article/Redirect/8fc5895b-4497-4c26-a1d2-ea9025bd3d85?uc=30185&g=257e61b1-47c3-4f64-94fe-69a1b230f797&f=63380
[8] https://technative.io/a-journey-toward-autonomous-operations/
[7] https://www.amazon.com/Best-Sellers-Books-AI-Machine-Learning/zgbs/books/3887/ref=zg_m_mw__bs?&_encoding=UTF8&tag=kirkdborne-20&linkCode=ur2&linkId=f2c04e072656f3a1fc103a1c85acbdce&camp=1789&creative=9325
[5] https://internetofthingsagenda.techtarget.com/resources/Internet-of-Things-IoT-Analytics
[5] https://www.capgemini.com/research/smart-factories-at-scale/?utm_source=twitter&utm_medium=social&utm_content=digman_grouppaid_link_report_Antonio_Grasso&utm_campaign=digitalmanufacturing_cri_smartfactories
[4] https://venturebeat.com/2020/05/29/new-ai-technique-speeds-up-language-models-on-edge-devices/
[4] https://weforum.org/agenda/2020/07/10-top-tech-topics-during-covid-19-india-china-us-eu/
[4] https://engage.bah.com/Article/Redirect/336d025a-ea06-4997-b409-62bf53f0b50b?uc=30185&g=bc8a2a01-0d8f-48a0-8d30-ca228bf2caa3&f=157959
[4] https://engage.bah.com/Article/Redirect/ad493745-95ba-4763-b476-d279f917cca2?uc=30185&g=277ff3e9-63a8-4836-8970-c290f2d6fade&f=149205
[3] http://ipfconline.fr/blog/2019/11/15/50-top-digital-influencers-to-follow-at-the-end-of-2019-and-in-2020/

Top URLs in Tweet in G6:
[2] https://sedo.com/search/details/?partnerid=324561&language=us&domain=univisum.com&origin=sales_lander_9&utm_medium=Parking&utm_campaign=offerpage
[2] https://dan.com/buy-domain/univisum.com
[2] https://www.techiexpert.com/
[1] https://www.msrcosmos.com/services/big-data-and-advanced-analytics/ai-mi-cognitive-services/?utm_content=139733456&utm_medium=social&utm_source=twitter&hss_channel=tw-2316041551
[1] https://twitter.com/i/web/status/1304460947449208833
[1] https://twitter.com/i/web/status/1304464755625799680
[1] https://bintadiaz.me/aprender-machine-learning-de-cero-a-cien-con-python-creacion-de-redes-neuonales-tecnicas-de-aprendizaje-supervisado-y-no-supervisado/
[1] https://twitter.com/i/web/status/1304476355656953856
[1] http://www.globalbigdataconference.com/news/145765/congress-probes-how-ai-will-impact-us-economic-recovery.html
[1] https://twitter.com/i/web/status/1304479146450460673

Top URLs in Tweet in G7:
[8] https://www.cbinsights.com/research/most-valuable-unicorns/?utm_source=CB+Insights+Newsletter&utm_campaign=68931be25e-newsletter_general_Wed_20200826&utm_medium=email&utm_term=0_9dc0513989-68931be25e-90603942
[4] https://www.run.ai/guides/machine-learning-operations/
[3] https://www.cognizant.com/InsightsWhitepapers/a-framework-for-digital-business-transformation-codex-1048.pdf
[3] https://builtin.com/artificial-intelligence/artificial-intelligence-future?utm_source=twitter&utm_medium=social&utm_campaign=news&utm_content=ai_future
[2] http://www.sapnow.com.br
[2] https://couponos.ooo/coupons/scala-programming/
[1] https://engage.bah.com/Article/Redirect/eca9aee8-b3ed-4ba5-ba43-43456331a408?uc=30185&g=8e1313ea-f025-47bd-b6b9-ac6be3164744&f=152492
[1] https://twitter.com/i/web/status/1305530545007398914
[1] https://www.cio.com/article/3566029/digital-transformation-powered-by-machine-learning.html
[1] https://twitter.com/i/web/status/1305772138905899011

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1305769998741319681
[1] https://sites.google.com/view/curso-verano-catedratefuex2020
[1] https://twitter.com/i/web/status/1305591047393812482

Top URLs in Tweet in G9:
[3] https://www.lanner-america.com/blog/edge-computing-appliances-from-lanner/
[1] https://twitter.com/i/web/status/1305602764714713088
[1] https://twitter.com/i/web/status/1304531844285837312
[1] https://techcrunch.com/2020/08/27/will-automation-eliminate-data-science-positions/
[1] https://www.theguardian.com/technology/commentisfree/2020/sep/11/artificial-intelligence-robot-writing-gpt-3
[1] https://twitter.com/i/web/status/1305605552387633153
[1] https://twitter.com/i/web/status/1305608219897876481
[1] https://twitter.com/i/web/status/1305611913259347968
[1] https://twitter.com/i/web/status/1305938020856717318
[1] https://twitter.com/i/web/status/1305939072356175873

Top URLs in Tweet in G10:
[1] https://www.couponed12.com/2019/12/complete-python-developer-in-2020-zero.html
[1] https://trevorhastie.github.io/ISLR/
[1] https://twitter.com/i/web/status/1305874686752952320
[1] https://twitter.com/i/web/status/1305554424454995969
[1] https://twitter.com/i/web/status/1304467254755565568
[1] https://twitter.com/i/web/status/1305945155136962561
[1] https://twitter.com/i/web/status/1304536086052438016
[1] https://twitter.com/i/web/status/1304539687265198080
[1] https://twitter.com/i/web/status/1305678704396267521
[1] https://twitter.com/i/web/status/1305681724483854336

Top Domains
Top Domains in Tweet in Entire Graph:
[907] twitter.com
[147] medium.com
[138] programming-hero.com
[62] blogspot.com
[53] youtube.com
[49] amazon.com
[46] globalbigdataconference.com
[39] bah.com
[39] r-bloggers.com
[36] bintadiaz.me

Top Domains in Tweet in G1:
[121] twitter.com
[22] electronicdesign.com
[19] medium.com
[18] startus-insights.com
[13] visualcapitalist.com
[12] onalytica.com
[11] analyticsindiamag.com
[11] analyticsinsight.net
[10] forbes.com
[9] linktr.ee

Top Domains in Tweet in G2:
[325] twitter.com
[130] programming-hero.com
[103] medium.com
[53] blogspot.com
[45] youtube.com
[32] bintadiaz.me
[18] couponed12.com
[18] sedo.com
[17] edu.pk
[15] github.io

Top Domains in Tweet in G3:
[64] twitter.com
[5] towardsdatascience.com
[2] medium.com
[1] wiley.com
[1] github.com
[1] dzone.com
[1] azcentral.com
[1] thedrum.com
[1] bigdataanalyticsnews.com
[1] programming-hero.com

Top Domains in Tweet in G4:
[199] twitter.com
[31] amazon.com
[29] globalbigdataconference.com
[26] r-bloggers.com
[24] linkedin.com
[20] medium.com
[15] co.uk
[11] forbes.com
[9] techradar.com
[9] datafloq.com

Top Domains in Tweet in G5:
[39] twitter.com
[25] bah.com
[12] techtarget.com
[11] datasciencecentral.com
[9] amazon.com
[8] technative.io
[5] capgemini.com
[4] iotworldtoday.com
[4] venturebeat.com
[4] weforum.org

Top Domains in Tweet in G6:
[89] twitter.com
[2] sedo.com
[2] dan.com
[2] databricks.com
[2] paper.li
[2] websystemer.no
[2] techiexpert.com
[1] msrcosmos.com
[1] bintadiaz.me
[1] globalbigdataconference.com

Top Domains in Tweet in G7:
[9] twitter.com
[8] cbinsights.com
[4] run.ai
[3] cognizant.com
[3] builtin.com
[2] com.br
[2] couponos.ooo
[1] bah.com
[1] cio.com
[1] deloitte.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] google.com

Top Domains in Tweet in G9:
[15] twitter.com
[3] lanner-america.com
[1] techcrunch.com
[1] theguardian.com
[1] forbes.com

Top Domains in Tweet in G10:
[17] twitter.com
[1] couponed12.com
[1] github.io
[1] analyticsinsight.net
[1] smartindustry.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6022] machinelearning
[5689] iot
[5581] ai
[5145] bigdata
[4807] datascience
[4666] analytics
[3405] iiot
[3280] python
[2005] rstats
[1001] pytorch



Top Hashtags in Tweet in G1:
[804] machinelearning
[775] ai
[740] iot
[527] bigdata
[366] datascience
[335] analytics
[276] artificialintelligence
[268] iiot
[170] python
[145] cybersecurity

Top Hashtags in Tweet in G2:
[3650] machinelearning
[3361] analytics
[3345] iot
[3301] bigdata
[3297] datascience
[3257] ai
[2475] python
[2278] iiot
[1572] rstats
[677] pytorch

Top Hashtags in Tweet in G3:
[497] machinelearning
[482] analytics
[479] iot
[478] datascience
[475] bigdata
[457] ai
[417] iiot
[302] python
[165] pytorch
[159] rstats

Top Hashtags in Tweet in G4:
[745] machinelearning
[739] iot
[736] ai
[576] bigdata
[458] datascience
[339] analytics
[286] iiot
[253] python
[170] artificialintelligence
[143] rstats

Top Hashtags in Tweet in G5:
[156] iot
[151] bigdata
[148] ai
[137] machinelearning
[113] datascience
[112] iiot
[72] analytics
[60] iotpl
[38] python
[31] digitaltransformation

Top Hashtags in Tweet in G6:
[29] iot
[26] machinelearning
[23] artificialintelligence
[20] ai
[11] robot
[11] robotics
[11] automation
[7] datascience
[7] data
[6] technology

Top Hashtags in Tweet in G7:
[76] machinelearning
[72] bigdata
[69] iot
[67] ai
[65] datascience
[60] analytics
[34] iiot
[29] python
[24] digitaltransformation
[18] java

Top Hashtags in Tweet in G8:
[15] cursoveranouex
[11] iot
[11] bigdata
[11] machinelearning
[11] blockchain
[3] virtual
[2] intelipac

Top Hashtags in Tweet in G9:
[22] ai
[19] ml
[16] artificialintelligence
[12] machinelearning
[5] coding
[5] iot
[4] deeplearning
[4] datascience
[4] bigdata
[3] tech

Top Hashtags in Tweet in G10:
[30] ai
[30] iot
[22] artificialintelligence
[19] business
[18] finance
[17] machinelearning
[15] data
[12] startups
[10] innovation
[9] bigdata

Top Words
Top Words in Tweet in Entire Graph:
[6022] #machinelearning
[5689] #iot
[5581] #ai
[5145] #bigdata
[4807] #datascience
[4666] #analytics
[3405] #iiot
[3280] #python
[2005] #rstats
[1893] gp_pulipaka

Top Words in Tweet in G1:
[804] #machinelearning
[775] #ai
[740] #iot
[527] #bigdata
[366] #datascience
[335] #analytics
[276] #artificialintelligence
[268] #iiot
[170] #python
[163] fisher85m

Top Words in Tweet in G2:
[3650] #machinelearning
[3361] #analytics
[3345] #iot
[3301] #bigdata
[3297] #datascience
[3257] #ai
[2475] #python
[2278] #iiot
[1572] #rstats
[1225] gp_pulipaka

Top Words in Tweet in G3:
[497] #machinelearning
[482] #analytics
[479] #iot
[478] #datascience
[475] #bigdata
[457] #ai
[417] #iiot
[369] gp_pulipaka
[302] #python
[165] #pytorch

Top Words in Tweet in G4:
[745] #machinelearning
[739] #iot
[736] #ai
[576] #bigdata
[458] #datascience
[339] #analytics
[286] #iiot
[253] #python
[170] #artificialintelligence
[143] #rstats

Top Words in Tweet in G5:
[156] #iot
[151] #bigdata
[148] #ai
[137] #machinelearning
[113] #datascience
[112] #iiot
[72] #analytics
[71] kirkdborne
[60] #iotpl
[51] gp_pulipaka

Top Words in Tweet in G6:
[29] #iot
[26] #machinelearning
[23] #artificialintelligence
[22] read
[21] machine
[21] learning
[21] artificial
[20] #ai
[19] intelligence
[19] more

Top Words in Tweet in G7:
[76] #machinelearning
[72] #bigdata
[69] #iot
[67] #ai
[65] #datascience
[60] #analytics
[34] #iiot
[29] #python
[28] gp_pulipaka
[24] #digitaltransformation

Top Words in Tweet in G8:
[15] #cursoveranouex
[14] catedratef_uex
[11] internet
[11] things
[11] #iot
[11] #bigdata
[11] #machinelearning
[11] #blockchain
[10] comienzo
[10] nuestro

Top Words in Tweet in G9:
[22] #ai
[19] #ml
[16] #artificialintelligence
[12] #machinelearning
[11] ai
[6] step
[5] techcrunch
[5] #coding
[5] #iot
[5] council

Top Words in Tweet in G10:
[30] #ai
[30] #iot
[22] #artificialintelligence
[19] #business
[18] #finance
[17] #machinelearning
[15] #data
[12] #startups
[10] #innovation
[9] #bigdata

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4217] #bigdata,#analytics
[3949] #analytics,#datascience
[3487] #datascience,#ai
[3125] #iot,#iiot
[2868] #ai,#machinelearning
[2573] #machinelearning,#iot
[1696] #python,#rstats
[1400] #ai,#iot
[1297] #iiot,#python
[958] #pytorch,#python

Top Word Pairs in Tweet in G1:
[247] #ai,#machinelearning
[230] #bigdata,#analytics
[214] #machinelearning,#iot
[168] #analytics,#datascience
[166] #iot,#iiot
[145] #ai,#iot
[145] #datascience,#ai
[83] #artificialintelligence,#ai
[74] #ai,#ml
[74] #python,#rstats

Top Word Pairs in Tweet in G2:
[3075] #bigdata,#analytics
[2933] #analytics,#datascience
[2546] #datascience,#ai
[2168] #iot,#iiot
[1895] #ai,#machinelearning
[1748] #machinelearning,#iot
[1305] #python,#rstats
[1015] #iiot,#python
[784] #ai,#iot
[646] #pytorch,#python

Top Word Pairs in Tweet in G3:
[470] #bigdata,#analytics
[461] #analytics,#datascience
[431] #datascience,#ai
[404] #iot,#iiot
[370] #ai,#machinelearning
[337] #machinelearning,#iot
[161] #iiot,#pytorch
[159] #pytorch,#python
[150] #python,#rstats
[110] #iiot,#python

Top Word Pairs in Tweet in G4:
[318] #ai,#iot
[307] #bigdata,#analytics
[287] #analytics,#datascience
[267] #datascience,#ai
[260] #iot,#iiot
[231] #ai,#machinelearning
[194] #machinelearning,#iot
[180] #machinelearning,#ai
[128] #python,#rstats
[99] #iiot,#python

Top Word Pairs in Tweet in G5:
[91] #iot,#iiot
[74] #ai,#machinelearning
[69] #bigdata,#analytics
[62] #datascience,#ai
[57] #analytics,#datascience
[51] #iiot,#iotpl
[46] #machinelearning,#iot
[32] #bigdata,#datascience
[21] #datascience,#iot
[15] #bigdata,#machinelearning

Top Word Pairs in Tweet in G6:
[20] machine,learning
[19] artificial,intelligence
[17] read,more
[9] #robotics,#automation
[8] #automation,#robot
[7] #robot,#artificialintelligence
[6] #artificialintelligence,#machinelearning
[5] #iot,#data
[5] #data,#future
[5] #future,#humans

Top Word Pairs in Tweet in G7:
[53] #bigdata,#analytics
[35] #ai,#machinelearning
[32] #analytics,#datascience
[28] #datascience,#ai
[26] #iot,#iiot
[18] #machinelearning,#iot
[18] #python,#rstats
[17] #datascience,#bigdata
[16] #computervision,action
[16] action,#ai

Top Word Pairs in Tweet in G8:
[11] internet,things
[11] things,#iot
[11] #iot,#bigdata
[11] #bigdata,#machinelearning
[11] #machinelearning,#blockchain
[10] comienzo,nuestro
[10] nuestro,#cursoveranouex
[10] #cursoveranouex,internet
[9] catedratef_uex,comienzo
[9] #blockchain,revolu

Top Word Pairs in Tweet in G9:
[13] #ai,#ml
[9] #ml,#artificialintelligence
[6] #ai,#artificialintelligence
[5] techcrunch,#ai
[5] #artificialintelligence,#ml
[5] #ml,#machinelearning
[5] #artificialintelligence,#machinelearning
[4] forbes,#ai
[3] intengineering,#ai
[3] edit,writing

Top Word Pairs in Tweet in G10:
[19] #artificialintelligence,#business
[18] #business,#finance
[17] #finance,#ai
[17] #ai,#iot
[15] #iot,#data
[12] #data,#startups
[10] #startups,#innovation
[7] #innovation,#tech
[7] #tech,#science
[6] #science,#physics

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@techopcode
@thisisgulshan
@patri_vaquero_
@analytics_699
@pinakilaskar
@sourabhskatoch
@fisher85m
@fisheyebox
@mikequindazzi

Top Mentioned in G1:
@fisher85m
@jblefevre60
@cloudpreacher
@gp_pulipaka
@mikequindazzi
@spirosmargaris
@ingliguori
@jacburns_comext
@ronald_vanloon
@antgrasso

Top Mentioned in G2:
@gp_pulipaka
@techopcode
@patri_vaquero_
@thisisgulshan
@analytics_699
@pinakilaskar
@sourabhskatoch
@fisheyebox
@analyticsindiam
@kipkoech_the4th

Top Mentioned in G3:
@gp_pulipaka
@techopcode
@analytics_699
@trumpsloveusa
@analyticsindiam
@patri_vaquero_
@fisheyebox
@fisher85m
@edkwedar
@usatoday

Top Mentioned in G4:
@gp_pulipaka
@mikequindazzi
@techopcode
@ceo_branding
@thisisgulshan
@chidambara09
@motorcycletwitt
@kirkdborne
@davidadvocacy
@rbloggers

Top Mentioned in G5:
@kirkdborne
@gp_pulipaka
@bomoimajid
@technative
@hremmert
@capgemini
@techrepublic
@fisher85m
@digidotcom
@iotagenda

Top Mentioned in G6:
@jesus_hoyos
@polystargroup

Top Mentioned in G7:
@gp_pulipaka
@marcusborba
@r_demidchuk
@sapbrasil
@wondermentapps
@kirkdborne
@smartcityexpo
@sourabhskatoch
@fisher85m
@arjenvanberkum

Top Mentioned in G8:
@catedratef_uex
@agendadigitalex
@pjclemente
@adolfouex
@infouex
@inteli_pac

Top Mentioned in G9:
@intengineering
@minachan77
@lanneramerica
@forbestech
@seeker
@ronald_vanloon
@patri_vaquero_

Top Mentioned in G10:
@patri_vaquero_
@amitingale
@senorchavezu
@accendowave
@_asifbhat_
@jasonmarcieski
@jucktion
@toddobrien3
@techopcode
@ronald_vanloon

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@raymond_norman
@chidambara09
@cybersec_feeds
@evankirstel
@aaroncuddeback
@iam__network
@sudeepkhatri
@karlos_240

Top Tweeters in G1:
@sectest9
@paoloigna1
@cybersec_feeds
@evankirstel
@fintechna
@daveyk317
@gordontredgold
@bot_innovation
@cybersecurityn8
@trippbraden

Top Tweeters in G2:
@aaroncuddeback
@iam__network
@femtech_
@codernotesbot
@taieb_bot
@xaelbot
@santchiweb
@indiegameguys
@agedchild003
@learn__together

Top Tweeters in G3:
@raymond_norman
@sudeepkhatri
@o_g_log
@lkafle
@dariosailor86
@openmarketingtv
@ricardo_ik_ahau
@hannaraptor
@zimrirosas
@dirac7

Top Tweeters in G4:
@chidambara09
@codedailybot
@andrewmorrisuk
@heatherpeno
@ilovebooks786
@yvesmulkers
@thecuriousluke
@justjoeaz1
@startzai
@jwilhelmi

Top Tweeters in G5:
@dataaugmented
@techrepublic
@dinisguarda
@kirkdborne
@grjenkin
@youmakerobots
@capgemini
@bluesake
@technative
@edgeiotai

Top Tweeters in G6:
@into_ai
@javascriptflx
@2morrowknight
@ddianasalazar
@jesus_hoyos
@cioamaro
@websystemer
@thancmarfeldt
@sajidmirza
@aivids

Top Tweeters in G7:
@itknowingness
@vesperuk
@fullnam35087976
@vishne0
@lurkyme2
@thomashilbig2
@orugallubidda
@marcusborba
@edd__ee
@smartcityexpo

Top Tweeters in G8:
@pablogarguez
@catedratef_uex
@infouex
@cicytex
@adolfouex
@ahrenner
@alastria_
@darosales
@opendatauex
@agendadigitalex

Top Tweeters in G9:
@forbestech
@technojeder
@manifattura40
@appitekbot
@seeker
@intengineering
@minachan77
@hailaioverlords
@lanneramerica

Top Tweeters in G10:
@meladalklimat
@gmichaelbot
@api_daily
@senorchavezu
@jasonmarcieski
@accendowave
@jack_futurework
@amitingale