iot machinelearning, Twitter, 3/19/2021 4:30:09 PM, 250877


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iot machinelearning_2021-03-17_05-23-21.xlsx
iot machinelearning_2021-03-17_05-23-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 19, 2021
Short Description:
iot machinelearning via NodeXL https://bit.ly/3r0kUQc
@gp_pulipaka
@godfrey_g_
@harbrimah
@hubofml
@ingliguori
@chidambara09
@paula_piccard
@ronald_vanloon
@coderretweet
@kirkdborne

Top hashtags:
#machinelearning
#ai
#iot
#python
#datascience
#bigdata
#100daysofcode

Description:
Description
The graph represents a network of 1,112 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, 17 March 2021 at 12:33 UTC.

The requested start date was Wednesday, 17 March 2021 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 1-day, 16-hour, 28-minute period from Monday, 15 March 2021 at 07:31 UTC to Wednesday, 17 March 2021 at 00:00 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 : 1112
Unique Edges : 1166
Edges With Duplicates : 14926
Total Edges : 16092
Number of Edge Types : 5
Mentions : 468
Retweet : 6608
MentionsInRetweet : 7717
Tweet : 1273
Replies to : 26
Self-Loops : 1364
Reciprocated Vertex Pair Ratio : 0.00846587993842996
Reciprocated Edge Ratio : 0.0167896209615874
Connected Components : 104
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 979
Maximum Edges in a Connected Component : 15932
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.2841
Graph Density : 0.00318188293649509
Modularity : 0.147353
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,112 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, 17 March 2021 at 12:33 UTC.

The requested start date was Wednesday, 17 March 2021 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 1-day, 16-hour, 28-minute period from Monday, 15 March 2021 at 07:31 UTC to Wednesday, 17 March 2021 at 00:00 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:
[79] https://medium.com/swlh/face-recognition-in-real-time-using-machine-learning-4a2b3c2005d3
[56] https://chicagohealthonline.com/using-artificial-intelligence-to-assess-breast-cancer/
[52] https://devops.com/how-ai-will-drive-digital-twin-3-0/
[48] https://forbes.com/sites/danielnewman/2021/03/08/4-vertical-use-cases-for-edge-computing-driven-by-iot-growth/?sh=7f6b60ba1d43
[46] https://www.analyticsvidhya.com/blog/2021/03/language-detection-using-natural-language-processing/
[44] https://www.fastcompany.com/90600286/robotics-most-innovative-companies-2021
[37] https://www.nytimes.com/2021/03/15/technology/artificial-intelligence.html
[36] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fwhy-does-reliability-and-stability-matter-in-data-science-3040ffb64b1
[34] https://federalnewsnetwork.com/federal-tech-talk/2021/03/artificial-intelligence-in-federal-it/
[33] https://www.nny360.com/

Top URLs in Tweet in G1:
[61] https://medium.com/swlh/face-recognition-in-real-time-using-machine-learning-4a2b3c2005d3
[40] https://forbes.com/sites/danielnewman/2021/03/08/4-vertical-use-cases-for-edge-computing-driven-by-iot-growth/?sh=7f6b60ba1d43
[29] https://devops.com/how-ai-will-drive-digital-twin-3-0/
[27] https://www.fastcompany.com/90600286/robotics-most-innovative-companies-2021
[25] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fwhy-does-reliability-and-stability-matter-in-data-science-3040ffb64b1
[25] https://chicagohealthonline.com/using-artificial-intelligence-to-assess-breast-cancer/
[23] https://www.thehindu.com/education/humanities-in-the-era-of-coding/article34008956.ece
[22] https://twitter.com/cybersec_feeds/status/1371727200043565056
[22] https://newrepublic.com/article/161629/sad-implosion-googles-ethical-ai
[21] https://www.kdnuggets.com/2021/01/learn-data-science-free-2021.html

Top URLs in Tweet in G2:
[14] https://www.forbes.com/sites/forbestechcouncil/2021/03/09/reimagining-digital-governance-with-artificial-intelligence-and-iot/?sh=108ec93178a0&utm_content=buffer63d73&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://www.fastcompany.com/90600286/robotics-most-innovative-companies-2021
[9] https://devops.com/how-ai-will-drive-digital-twin-3-0/
[7] https://www.nytimes.com/2021/03/15/technology/artificial-intelligence.html
[7] https://www.forbes.com/sites/nishatalagala/2021/03/15/artificial-intelligence-in-2021-five-trends-you-may-or-may-not-expect/?sh=6c7dd5b95677
[7] https://www.analyticsinsight.net/computer-vision-vs-human-vision-filling-the-void-is-indeed-difficult/
[7] https://www.forbes.com/sites/googlecloud/2021/03/15/hiring-exceptional-ml-talent-top-qualities-we-look-for-at-google/?sh=19c7484569fa
[5] https://builtin.com/artificial-intelligence/ai-workers-jobs
[5] https://www.weforum.org/agenda/2021/03/ai-is-fusing-with-the-internet-of-things-to-create-new-technology-innovations/
[5] https://www.forbes.com/sites/abdoriani/2021/03/15/why-every-entrepreneur-is-an-investor/?sh=1742cbb77d9a

Top URLs in Tweet in G3:
[25] https://federalnewsnetwork.com/federal-tech-talk/2021/03/artificial-intelligence-in-federal-it/
[20] https://www.analyticsvidhya.com/blog/2021/03/language-detection-using-natural-language-processing/
[19] https://chicagohealthonline.com/using-artificial-intelligence-to-assess-breast-cancer/
[16] https://www.nny360.com/
[14] https://www.nytimes.com/2021/03/15/technology/artificial-intelligence-google-bias.html
[12] https://lmtribune.com/
[12] https://www.news-medical.net/
[11] https://www.nytimes.com/2021/03/15/technology/artificial-intelligence.html
[10] https://news.yahoo.com/training-artificial-intelligence-synthetic-data-153547348.html
[10] https://medium.com/@ODSC/transforming-skewed-data-for-machine-learning-90e6cc364b0

Top URLs in Tweet in G4:
[14] https://www.forbes.com/sites/calumchace/2020/10/15/artificial-intelligence-and-digital-twins/
[13] http://disq.us/t/3o8e4mr
[5] https://portswigger.net/daily-swig/artificial-intelligence-can-stop-iot-based-ddos-attacks-in-their-tracks-research
[3] https://medium.com/swlh/face-recognition-in-real-time-using-machine-learning-4a2b3c2005d3
[2] https://chicagohealthonline.com/using-artificial-intelligence-to-assess-breast-cancer/
[2] https://www.entrepreneur.com/article/366849
[2] https://register.gotowebinar.com/register/1573221232474566158?source=DXBlog
[1] https://twitter.com/i/web/status/1369387545625255942
[1] https://twitter.com/i/web/status/1350850392981180425
[1] https://twitter.com/i/web/status/1371443757011202060

Top URLs in Tweet in G5:
[14] https://kontraqt.com/
[10] https://www.snapchat.com/add/plug_drug12
[9] https://starship-knowledge.com/erp-vs-mes-vs-plm-vs-alm
[8] https://medium.com/swlh/face-recognition-in-real-time-using-machine-learning-4a2b3c2005d3
[7] https://jadirectives.com/best-machine-learning-courses/
[6] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fwhy-does-reliability-and-stability-matter-in-data-science-3040ffb64b1
[5] https://devops.com/how-ai-will-drive-digital-twin-3-0/
[4] https://jadirectives.com/best-big-data-certification-online-courses/
[4] https://speakinge.com/
[4] https://insideevs.it/news/494321/tesla-semi-prototipo-test-pista-celle-4680/amp/

Top URLs in Tweet in G6:
[2] https://www.fiverr.com/share/rx73oj
[2] https://www.analyticsvidhya.com/blog/2021/03/language-detection-using-natural-language-processing/
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fpub.towardsai.net%2Fmonte-carlo-simulation-an-in-depth-tutorial-with-python-bcf6eb7856c8%3Fsource%3Dsocial.tw
[1] https://twitter.com/i/web/status/1371363973900210176
[1] https://t.me/Rushbeuh
[1] https://www.snapchat.com/add/weedpro21
[1] https://twitter.com/i/web/status/1371367440781836289
[1] https://paper.li/johanlangenberg/1410444765?edition_id=c255bf90-8566-11eb-8372-fa163e1a70d7
[1] https://snapchat.com/add/beuh_store
[1] https://twitter.com/i/web/status/1371382152198295556

Top URLs in Tweet in G7:
[4] https://www.androidauthority.com/internet-of-things-companies-1023404/
[3] https://www.scientificamerican.com/article/spot-the-fake-artificial-intelligence-can-produce-lifelike-photographs
[2] https://chicagohealthonline.com/using-artificial-intelligence-to-assess-breast-cancer/
[2] https://www.medicalmagazine.in/trytens-virtual-rounding-assistant-tablet-cart-to-support-the-battle-against-covid-19/
[2] https://www.datasciencecentral.com/profiles/blogs/top-down-learning-path-machine-learning-for-software-engineers
[2] https://www.iotcentral.io/blog/artificial-intelligence-ai-is-devouring-the-internet-of-things-io
[2] https://engage.bah.com/Article/Redirect/8fc5895b-4497-4c26-a1d2-ea9025bd3d85?uc=30185&g=257e61b1-47c3-4f64-94fe-69a1b230f797&f=63380
[2] https://engage.bah.com/Article/Redirect/1f1f2088-00a2-4c2a-b8c0-4533d201a8da?uc=30185&g=37422403-38e4-4d8d-9862-7a5908dac5c9&f=196669
[2] https://www.datasciencecentral.com/profiles/blogs/the-complete-guide-to-time-series-analysis
[2] https://www.zdnet.com/article/where-the-edge-is-in-edge-computing-why-it-matters-and-how-we-use-it/

Top URLs in Tweet in G8:
[6] https://en.wikipedia.org/wiki/Sequential_decision_making
[5] https://www.whizlabs.com/blog/iot-and-big-data/
[4] https://www.news-medical.net/news/20210315/Computer-vision-and-deep-learning-AI-combined-in-self-walking-robotic-exoskeletons.aspx
[3] http://bweducation.businessworld.in/article/Free-Upskilling-in-Demanded-Fields/04-01-2021-361182/?utm_sq=gmbydfbls7
[2] https://solutionsreview.com/business-intelligence/the-best-data-science-events-and-conferences-to-attend-2/
[2] https://twitter.com/thisisgulshan/status/1371521839646846976
[1] https://www.engadget.com/ai-painting-project-sxsw-2021-225235320.html?utm_sq=gofobrbwgm
[1] https://bit.ly/3bB7aac
[1] https://www.technologyrecord.com/Article/artificial-intelligence-rich-healthcare-120228?utm_sq=goiubiieqi
[1] https://bit.ly/38xKLIN

Top URLs in Tweet in G9:
[6] https://griddb.net/en/blog/create-a-machine-learning-model-using-griddb/
[5] https://griddb.net/en/blog/machine-learning-php-griddb/
[1] https://twitter.com/i/web/status/1359213943529476096
[1] https://twitter.com/i/web/status/1276213438440550402
[1] https://twitter.com/i/web/status/1371422976734728196
[1] https://www.beckershospitalreview.com/artificial-intelligence/5-recent-studies-exploring-ai-in-healthcare-3.html
[1] https://newrepublic.com/article/161629/sad-implosion-googles-ethical-ai

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1371376476482719744
[1] https://twitter.com/i/web/status/1371716916818022401
[1] https://twitter.com/i/web/status/1371716973608857601
[1] https://twitter.com/i/web/status/1371717060401664000
[1] https://twitter.com/i/web/status/1371717149446729728
[1] https://twitter.com/i/web/status/1371717265142390784
[1] https://twitter.com/i/web/status/1371717358847365122
[1] https://twitter.com/i/web/status/1371717461372903426
[1] https://twitter.com/i/web/status/1371717636849987586
[1] https://twitter.com/i/web/status/1371717772275638273

Top Domains
Top Domains in Tweet in Entire Graph:
[1129] twitter.com
[363] forbes.com
[201] medium.com
[183] analyticsinsight.net
[128] fiverr.com
[63] linkedin.com
[62] devops.com
[58] youtube.com
[57] nytimes.com
[56] chicagohealthonline.com

Top Domains in Tweet in G1:
[447] twitter.com
[197] forbes.com
[144] medium.com
[108] analyticsinsight.net
[99] fiverr.com
[51] youtube.com
[31] linkedin.com
[31] entrepreneur.com
[31] devops.com
[30] socxo.net

Top Domains in Tweet in G2:
[104] twitter.com
[57] forbes.com
[30] analyticsinsight.net
[14] fastcompany.com
[9] devops.com
[8] nytimes.com
[7] medium.com
[6] insidebigdata.com
[5] builtin.com
[5] co.uk

Top Domains in Tweet in G3:
[296] twitter.com
[64] forbes.com
[27] nytimes.com
[25] analyticsinsight.net
[25] federalnewsnetwork.com
[23] ift.tt
[20] co.uk
[20] analyticsvidhya.com
[19] chicagohealthonline.com
[19] medium.com

Top Domains in Tweet in G4:
[23] twitter.com
[18] forbes.com
[13] disq.us
[5] portswigger.net
[5] medium.com
[2] analyticsinsight.net
[2] chicagohealthonline.com
[2] entrepreneur.com
[2] analyticsindiamag.com
[2] gotowebinar.com

Top Domains in Tweet in G5:
[81] twitter.com
[19] jadirectives.com
[18] medium.com
[17] forbes.com
[16] fiverr.com
[14] kontraqt.com
[11] analyticsinsight.net
[11] linkedin.com
[10] starship-knowledge.com
[10] snapchat.com

Top Domains in Tweet in G6:
[90] twitter.com
[10] paper.li
[3] eletimes.com
[3] medium.com
[3] quora.com
[2] snapchat.com
[2] fiverr.com
[2] blogspot.com
[2] bukmedianet.com
[2] programming-hero.com

Top Domains in Tweet in G7:
[22] twitter.com
[10] bah.com
[8] forbes.com
[5] datasciencecentral.com
[4] androidauthority.com
[3] scientificamerican.com
[3] analyticsinsight.net
[2] chicagohealthonline.com
[2] medicalmagazine.in
[2] iotcentral.io

Top Domains in Tweet in G8:
[27] twitter.com
[7] bit.ly
[7] wikipedia.org
[5] whizlabs.com
[4] medium.com
[4] analyticsinsight.net
[4] news-medical.net
[3] businessworld.in
[2] forbes.com
[2] solutionsreview.com

Top Domains in Tweet in G9:
[11] griddb.net
[3] twitter.com
[1] beckershospitalreview.com
[1] newrepublic.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5131] machinelearning
[4367] ai
[4253] iot
[2757] python
[2349] datascience
[2317] bigdata
[2146] 100daysofcode
[2005] analytics
[1766] iiot
[781] artificialintelligence



Top Hashtags in Tweet in G1:
[3206] machinelearning
[2549] iot
[2542] ai
[1841] python
[1503] 100daysofcode
[1370] datascience
[1364] analytics
[1331] bigdata
[1119] iiot
[580] rstats

Top Hashtags in Tweet in G2:
[505] machinelearning
[443] ai
[409] iot
[315] datascience
[269] python
[231] bigdata
[221] analytics
[205] iiot
[135] 100daysofcode
[93] flutter

Top Hashtags in Tweet in G3:
[563] machinelearning
[545] ai
[502] iot
[438] bigdata
[359] datascience
[264] python
[257] artificialintelligence
[207] 100daysofcode
[195] nlp
[181] analytics

Top Hashtags in Tweet in G4:
[164] machinelearning
[163] iot
[152] ai
[73] bigdata
[68] iiot
[57] datascience
[54] analytics
[44] python
[31] robotics
[27] fintech

Top Hashtags in Tweet in G5:
[335] machinelearning
[313] ai
[290] iot
[168] python
[151] bigdata
[138] datascience
[137] 100daysofcode
[124] analytics
[92] iiot
[67] ml

Top Hashtags in Tweet in G6:
[34] machinelearning
[27] ai
[24] iot
[15] datascience
[13] bigdata
[12] analytics
[11] artificialintelligence
[10] python
[9] cybersecurity
[7] devcommunity

Top Hashtags in Tweet in G7:
[104] machinelearning
[102] iot
[85] ai
[47] datascience
[45] bigdata
[43] python
[34] 100daysofcode
[29] iiot
[18] fiverr
[17] digitaltransformation

Top Hashtags in Tweet in G8:
[155] machinelearning
[130] ai
[106] python
[93] iiot
[91] 100daysofcode
[67] dl
[65] iot
[60] nlp
[52] devops
[38] datascience

Top Hashtags in Tweet in G9:
[17] machinelearning
[17] iot
[11] griddb
[11] ml
[6] timeseries
[6] nosql
[6] deeplearning
[6] ai
[5] php
[5] foss

Top Hashtags in Tweet in G10:
[93] iot
[92] ai
[89] robotics
[89] artificialintelligence
[89] hardware
[89] firmware
[89] imaging
[89] adas
[89] drone
[89] agritech

Top Words
Top Words in Tweet in Entire Graph:
[5131] #machinelearning
[4406] #ai
[4255] #iot
[2757] #python
[2349] #datascience
[2317] #bigdata
[2147] #100daysofcode
[2005] #analytics
[1766] #iiot
[1301] more

Top Words in Tweet in G1:
[3206] #machinelearning
[2572] #ai
[2550] #iot
[1841] #python
[1504] #100daysofcode
[1370] #datascience
[1364] #analytics
[1331] #bigdata
[1119] #iiot
[598] harbrimah

Top Words in Tweet in G2:
[505] #machinelearning
[444] #ai
[409] #iot
[315] #datascience
[269] #python
[231] #bigdata
[221] #analytics
[205] #iiot
[139] gp_pulipaka
[135] #100daysofcode

Top Words in Tweet in G3:
[770] read
[745] more
[572] intelligence
[563] #machinelearning
[554] artificial
[548] #ai
[503] #iot
[438] #bigdata
[359] #datascience
[264] #python

Top Words in Tweet in G4:
[164] #machinelearning
[162] #iot
[153] #ai
[73] #bigdata
[68] #iiot
[57] #datascience
[54] #analytics
[44] #python
[32] ipfconline1
[31] #robotics

Top Words in Tweet in G5:
[335] #machinelearning
[315] #ai
[291] #iot
[168] #python
[151] #bigdata
[138] #datascience
[137] #100daysofcode
[124] #analytics
[92] #iiot
[74] more

Top Words in Tweet in G6:
[34] #machinelearning
[27] #ai
[24] #iot
[15] #datascience
[13] #bigdata
[12] #analytics
[11] #artificialintelligence
[11] ai
[10] latest
[10] #python

Top Words in Tweet in G7:
[104] #machinelearning
[102] #iot
[85] #ai
[47] #datascience
[45] #bigdata
[43] #python
[34] #100daysofcode
[29] artificial
[29] intelligence
[29] #iiot

Top Words in Tweet in G8:
[155] #machinelearning
[130] #ai
[106] #python
[93] #iiot
[91] #100daysofcode
[67] #dl
[65] #iot
[62] paula_piccard
[60] #nlp
[52] #devops

Top Words in Tweet in G9:
[17] #machinelearning
[17] #iot
[11] #griddb
[11] #ml
[9] griddbcommunity
[6] learn
[6] create
[6] model
[6] using
[6] #timeseries

Top Words in Tweet in G10:
[94] #ai
[93] #iot
[89] #robotics
[89] #artificialintelligence
[89] #hardware
[89] #firmware
[89] #imaging
[89] #adas
[89] #drone
[89] #agritech

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1311] #iot,#iiot
[1269] #machinelearning,#iot
[1178] read,more
[1156] artificial,intelligence
[1137] #bigdata,#analytics
[1134] #ai,#machinelearning
[981] #ai,#100daysofcode
[943] #datascience,#ai
[934] #analytics,#datascience
[847] #python,#ai

Top Word Pairs in Tweet in G1:
[865] #iot,#iiot
[799] #machinelearning,#iot
[724] #bigdata,#analytics
[670] #ai,#machinelearning
[647] #ai,#100daysofcode
[611] #analytics,#datascience
[611] #datascience,#ai
[551] #machinelearning,#ai
[501] #python,#ai
[456] #iot,#flutter

Top Word Pairs in Tweet in G2:
[194] #bigdata,#analytics
[190] #iot,#iiot
[188] #ai,#machinelearning
[183] #machinelearning,#iot
[174] #analytics,#datascience
[168] #datascience,#ai
[124] #machinelearning,#datascience
[115] #datascience,#python
[111] #python,#ai
[93] #ai,#100daysofcode

Top Word Pairs in Tweet in G3:
[722] read,more
[552] artificial,intelligence
[190] #artificialintelligence,#ai
[184] #machinelearning,#bigdata
[171] machine,learning
[170] #ai,#datascience
[157] #nlp,#robots
[156] #deeplearning,#nlp
[155] more,#artificialintelligence
[155] #robots,#iot

Top Word Pairs in Tweet in G4:
[91] #ai,#machinelearning
[62] #machinelearning,#iot
[61] #iot,#iiot
[39] #bigdata,#analytics
[38] #analytics,#datascience
[38] #datascience,#ai
[27] artificial,intelligence
[27] 16,technologies
[27] technologies,advancing
[27] advancing,exponentially

Top Word Pairs in Tweet in G5:
[83] #machinelearning,#iot
[70] #iot,#iiot
[67] read,more
[65] #bigdata,#analytics
[64] #ai,#machinelearning
[63] #ai,#100daysofcode
[54] #ai,#iot
[53] artificial,intelligence
[52] #machinelearning,#datascience
[52] #python,#ai

Top Word Pairs in Tweet in G6:
[8] #bigdata,#analytics
[5] #ai,#100daysofcode
[5] #machinelearning,#datascience
[4] bonne,weed
[4] #devcommunity,#programming
[4] #iot,#iotpl
[4] #iotpl,#ai
[4] #machinelearning,#iot
[4] #ai,#machinelearning
[3] #programming,#iot

Top Word Pairs in Tweet in G7:
[46] #machinelearning,#iot
[29] #ai,#machinelearning
[27] artificial,intelligence
[22] #iot,#iiot
[17] #machinelearning,#datascience
[16] #custom,#mug
[16] #mug,#tshirt
[16] #tshirt,#design
[16] #design,#fiverr
[16] #100daysofcode,#machinelearning

Top Word Pairs in Tweet in G8:
[84] #ai,#100daysofcode
[82] #machinelearning,#iiot
[77] #iiot,#python
[77] #python,#ai
[52] #100daysofcode,#dl
[46] artificial,intelligence
[45] #dl,#devops
[37] #devops,#nlp
[30] #nlp,#womenintech
[23] #womenintech,#cybersecurity

Top Word Pairs in Tweet in G9:
[11] #griddb,#iot
[6] learn,create
[6] create,#machinelearning
[6] #machinelearning,model
[6] model,using
[6] using,#griddb
[6] #iot,#timeseries
[6] #timeseries,#ml
[6] #ml,#nosql
[5] machine,learning

Top Word Pairs in Tweet in G10:
[90] #ai,#iot
[89] #robotics,#ai
[89] #iot,#artificialintelligence
[89] #artificialintelligence,#hardware
[89] #hardware,#firmware
[89] #firmware,#imaging
[89] #imaging,#adas
[89] #adas,#drone
[89] #drone,#agritech
[89] #agritech,#biometrics

Top Replied-To
Top Replied-To in Entire Graph:
@theskymul
@ai_miami
@deeplearn007
@jhenny9100
@poicipensoalnik
@grace_wap
@luciana_ox
@thisbembo
@shabirug
@gp_pulipaka

Top Replied-To in G1:
@ai_miami
@jhenny9100
@habiburhr4
@gracebal0
@brunch_go
@patmenz_
@rappeuracteur
@__chiwai
@roc32872298
@shabirug

Top Replied-To in G2:
@gp_pulipaka

Top Replied-To in G4:
@deeplearn007
@pettet50
@katanahugo

Top Replied-To in G7:
@blocklogy

Top Mentioned
Top Mentioned in Entire Graph:
@harbrimah
@gp_pulipaka
@analytics_699
@paula_piccard
@iainljbrown
@benjaminp3ters
@sourabhskatoch
@innovat78455398
@sheraj99
@sashax2_

Top Mentioned in G1:
@harbrimah
@analytics_699
@gp_pulipaka
@sourabhskatoch
@paula_piccard
@sheraj99
@innovat78455398
@sashax2_
@iainljbrown
@benjaminp3ters

Top Mentioned in G2:
@gp_pulipaka
@harbrimah
@catherineadenle
@globaliqx
@analytics_699
@sheraj99
@innovat78455398
@ingliguori
@paula_piccard
@doxyaxone

Top Mentioned in G3:
@iainljbrown
@benjaminp3ters
@suzannec0leman
@harbrimah
@ingliguori
@fabienbrodie
@robynpope83
@chidambara09
@fedora_rapp
@gp_pulipaka

Top Mentioned in G4:
@ipfconline1
@gp_pulipaka
@jblefevre60
@forbes
@cccalum
@gilad_maayan
@dataversity
@haroldsinnott
@guidaautonoma
@ingliguori

Top Mentioned in G5:
@harbrimah
@fedora_rapp
@analytics_699
@antgrasso
@gp_pulipaka
@thinksysinc
@guidaautonoma
@sourabhskatoch
@iainljbrown
@innovat78455398

Top Mentioned in G6:
@oddsfixed2021

Top Mentioned in G7:
@kirkdborne
@sashax2_
@harbrimah
@laforge_ai
@gp_pulipaka
@ingliguori
@fedora_rapp
@heptagontech
@antgrasso
@mikequindazzi

Top Mentioned in G8:
@paula_piccard
@sirlupinwatson
@aiconsulting2
@gp_pulipaka
@ronald_vanloon
@arxivblog
@techreview
@harbrimah
@sashax2_
@iotcloudguru

Top Mentioned in G9:
@griddbcommunity
@maeklong
@harbrimah
@theymakedesign

Top Mentioned in G10:
@cmtcameramodule
@innovat78455398
@harbrimah
@margaretsiegien
@pawlowskimario
@fedora_rapp

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@femtech_
@aaroncuddeback
@xaelbot
@codedailybot
@bexxmodd
@cybersecurityn8
@rvp

Top Tweeters in G1:
@cybersec_feeds
@xaelbot
@rvp
@thedeveloperbot
@fintechna
@andrewmorrisuk
@marting8177
@friday_js_bot
@ml_tweet_bot
@nicochan33

Top Tweeters in G2:
@viralvideovlogs
@machinelearnflx
@jeandoobs
@hectorsmx
@hannaraptor
@yvesmulkers
@acertijo
@periscopeislit
@greentechdon
@jmarinpu

Top Tweeters in G3:
@sectest9
@chidambara09
@codedailybot
@cybersecurityn8
@dataaugmented
@akwyz
@mailonline
@mig30m6
@fabriciosx
@thecuriousluke

Top Tweeters in G4:
@bexxmodd
@ssxman2
@shicooks
@gvalan
@wsj
@openmarketingtv
@debraruh
@cnet
@forbes
@kuriharan

Top Tweeters in G5:
@femtech_
@aaroncuddeback
@calcaware
@gezgintrk
@parvez1
@7wdata
@startzai
@education_24x7
@the404code
@stem_nastics

Top Tweeters in G6:
@lopezunwired
@ddianasalazar
@arjenvanberkum
@drnatalie
@luismthen
@anantasak
@arlenenewbigg
@techlazy_msft
@aslamkhanbombay
@vdmaonline

Top Tweeters in G7:
@code_convention
@artificialbra1n
@thisbembo
@kirkdborne
@taizun_tapia
@norbertpiske
@avrohomg
@shabirug
@datasciencectrl
@robtiffany

Top Tweeters in G8:
@santchiweb
@hdpr2016
@womencodersbot
@gilesmacdonogh
@reartistron
@ene3112
@newsneus
@engadget
@sminaev2015
@ccprakay

Top Tweeters in G9:
@kwame_agyei
@neodiycom
@opensource_orgs
@manishg93057962
@sinaniwassolon
@dennislwanga
@pattra1994
@gilsonochieng
@maeklong
@akankshagowda3

Top Tweeters in G10:
@eprinfo
@uasg9
@usb_camera
@embedded_guys
@cmtcameramodule
@camera_module
@baggiowangfan
@matthewzhangyi