#ml, Twitter, 6/24/2022 11:25:45 PM, 278716


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#ml_2022-06-24_14-29-40.xlsx
#ml_2022-06-24_14-29-40.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 24, 2022
Short Description:
#ml via NodeXL https://bit.ly/3Nea4Ba
@pyscalellc
@ingliguori
@ronald_vanloon
@lnbcore
@eli_krumova
@khulood_almani
@education_24x7
@xeronbot
@mlopsbot
@thecuriousluke

Top hashtags:
#ml
#ai
#machinelearning
#datascience
#100daysofcode
#bigdata
#tech
#programming

Description:
Description
The graph represents a network of 5,394 Twitter users whose recent tweets contained "#ml", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 24 June 2022 at 22:50 UTC.

The tweets in the network were tweeted over the 3-day, 11-hour, 27-minute period from Tuesday, 21 June 2022 at 10:01 UTC to Friday, 24 June 2022 at 21:28 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 : 5394
Unique Edges : 15634
Edges With Duplicates : 24975
Total Edges : 40609
Number of Edge Types : 5
Replies to : 1396
Retweet : 13875
MentionsInRetweet : 16469
Mentions : 5958
Tweet : 2911
Self-Loops : 3228
Reciprocated Vertex Pair Ratio : 0.0238331678252234
Reciprocated Edge Ratio : 0.046556741028128
Connected Components : 524
Single-Vertex Connected Components : 284
Maximum Vertices in a Connected Component : 4260
Maximum Edges in a Connected Component : 38982
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.857654
Graph Density : 0.000673396576028154
Modularity : 0.320432
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,394 Twitter users whose recent tweets contained "#ml", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 24 June 2022 at 22:50 UTC.

The tweets in the network were tweeted over the 3-day, 11-hour, 27-minute period from Tuesday, 21 June 2022 at 10:01 UTC to Friday, 24 June 2022 at 21:28 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 : TwitterSearch
Graph Term : #ml
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:
[301] https://glweb.eu/blog/digital-transformation/209-ml-algorithms-in-python
[117] https://datacamp.pxf.io/QOgAaz
[79] https://www.techtarget.com/searchenterpriseai/feature/5-types-of-machine-learning-algorithms-you-should-know
[74] https://twitter.com/wearemarahall/status/1540141944290025473
[74] https://www.aitrends.com/data-acquisition/airbus-tapping-synthetic-data-to-speed-new-service-response/
[71] https://parti.research.google/
[65] https://academicwits.com
[63] https://twitter.com/GalaxyKiiara/status/1445113424401342465
[60] http://www.pi314.net/eng/ramanujan.php
[57] https://www.iso.org/standard/74438.html

Top URLs in Tweet in G1:
[154] https://glweb.eu/blog/digital-transformation/209-ml-algorithms-in-python
[104] https://datacamp.pxf.io/QOgAaz
[72] https://twitter.com/wearemarahall/status/1540141944290025473
[63] https://twitter.com/GalaxyKiiara/status/1445113424401342465
[63] https://www.aitrends.com/data-acquisition/airbus-tapping-synthetic-data-to-speed-new-service-response/
[54] https://academicwits.com
[49] https://twitter.com/itsoknottobegay/status/1539288892699967494
[44] https://twitter.com/WeAreMarahall/status/1478750059953106947
[43] http://www.pi314.net/eng/ramanujan.php
[42] https://twitter.com/WeAreMarahall/status/1520586493844242432

Top URLs in Tweet in G2:
[103] https://glweb.eu/blog/digital-transformation/209-ml-algorithms-in-python
[28] https://venturebeat.com/2022/06/20/research-confirms-ai-adoption-growing-but-governance-is-lagging/
[20] https://iai.tv/articles/the-ai-containment-problem-auid-2159
[17] https://analyticsindiamag.com/will-google-drop-tensorflow/?utm_source=feedly&utm_medium=rss&utm_campaign=will-google-drop-tensorflow
[17] https://www.techrepublic.com/?p=3979115
[17] https://www.bcg.com/publications/2022/5-rules-for-fixing-ai-and-machine-learning-for-your-business?utm_source=twitter&utm_medium=social&utm_campaign=digitalinfluencers&utm_description=boosted&utm_topic=ai&utm_geo=global&utm_content=r_vl&tli=89729
[16] https://hbr.org/2022/06/building-transparency-into-ai-projects
[16] https://technative.io/why-youre-deploying-ai-incorrectly/
[14] https://www.cortical.io/technology/science/semantic-folding/
[14] https://www.researchgate.net/publication/342763155_Artificial_Stupidity

Top URLs in Tweet in G3:
[13] http://pubs.rsna.org/doi/10.1148/ryai.210206
[8] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs42003-022-03562-y
[7] http://pubs.rsna.org/doi/10.1148/ryai.210064
[7] http://pubs.rsna.org/doi/10.1148/ryai.210258
[7] https://www.found.dev/job/senior-software-engineer-data-platform-P4C4
[6] https://pubs.rsna.org/page/ai/blog/2022/06/ryai_editorsblog0624?cookieSet=1
[6] http://pubs.rsna.org/doi/10.1148/ryai.210285
[6] https://arstechnica.com/information-technology/2022/06/ai-101-the-strategies-behind-creating-and-deploying-machine-learning/
[6] https://hub.jhu.edu/2022/06/21/flawed-artificial-intelligence-robot-racist-sexist/
[6] https://fstoppers.com/news/could-artificial-intelligence-replace-photography-607925?utm_source=FS_RSS&utm_medium=RSS&utm_campaign=Main_RSS

Top URLs in Tweet in G4:
[40] https://www.techtarget.com/searchenterpriseai/feature/5-types-of-machine-learning-algorithms-you-should-know
[13] https://glweb.eu/blog/digital-transformation/209-ml-algorithms-in-python
[10] https://genpactharassment.blogspot.com/2022/04/perjury-by-genpact.html
[9] https://www.techtarget.com/iotagenda/Ultimate-IoT-implementation-guide-for-businesses
[7] https://twitter.com/wrangaapp/status/1540196166909906944
[6] https://push.fm/fl/v1nittpl
[6] https://www.xorlogics.com/2022/02/21/invoice-management-introducing-the-digital-invoice-processing/
[5] https://open.spotify.com/album/0y0WxAxhyfYQwaIrgwBfNs?si=WDOCJ6GFSCIPIP6-RKVKSA
[5] https://github.com/sachaos/viddy
[5] https://www.securityweek.com/automationdirect-patches-vulnerabilities-plc-hmi-products

Top URLs in Tweet in G5:
[55] https://www.iso.org/standard/74438.html
[13] https://glweb.eu/blog/digital-transformation/209-ml-algorithms-in-python
[12] https://morrislee1234.wixsite.com/website/contact
[12] https://morrislee1234.wixsite.com/website
[12] https://www.linkedin.com/in/morris-lee-47877b7b
[11] https://venturebeat.com/2022/06/22/how-domino-data-labs-new-hybrid-architecture-will-unlock-mlops-potential/?utm_content=212443710&utm_medium=social&utm_source=twitter&hss_channel=tw-1728963602
[11] https://boards.greenhouse.io/lightningai
[10] https://medium.com/radiant-earth-insights/detecting-agricultural-croplands-from-sentinel-2-satellite-imagery-a025735d3bd8?source=friends_link&sk=99e5ced61b7c521cc897ca63e74f24c5
[9] https://github.com/Seyed-Ali-Ahmadi/Awesome_Satellite_Benchmark_Datasets
[6] https://www.eventbrite.com/tickets-external?eid=335574621727&ref=etckt&v=2&discount=GAIC20

Top URLs in Tweet in G6:
[10] http://www.moneylocker.asia/app/share/googleplay.html?code=880896712
[5] https://s27.postimg.org/zcoafebib/13001124_100166403722018_8128803256165421635_n.jpg
[4] https://iotmktg.com/made-to-order/
[3] https://www.hpe.com/us/en/discover/attend.html
[3] https://datascience2020.wordpress.com/2022/05/03/UK-Corruption-KILL
[3] https://datascience2020.wordpress.com/2017/10/28/featured-content/
[3] https://proflapin.wordpress.com/2022/05/03/test/
[3] https://supplychaindigital.com/supply-chain-risk-management/ml-ai-driving-supply-resilience-foresters-george-laurie
[3] https://community.hpe.com/t5/HPE-Ezmeral-Uncut/HPE-Ezmeral-Data-Fabric-File-and-Object-Store-Benefits-and/ba-p/7168604
[3] https://www.linkedin.com/posts/escott_ai-ml-machinelearning-activity-6944751812130349056-6_IR

Top URLs in Tweet in G7:
[17] https://glweb.eu/blog/digital-transformation/209-ml-algorithms-in-python
[12] https://mailchi.mp/pythonweekly/python-weekly-issue-555
[6] http://www.pi314.net/eng/ramanujan.php
[6] https://www.techtarget.com/searchenterpriseai/feature/5-types-of-machine-learning-algorithms-you-should-know
[5] https://www.datasciencecentral.com/exploring-the-world-of-algorithmic-trading/
[5] https://www.datasciencecentral.com/profiles/blogs/advanced-secrets-of-quantitative-funds-how-to-receive-the-correct
[4] https://github.com/aibooks14/PYK
[3] https://techcrunch.com/2022/06/10/why-its-so-hard-to-market-enterprise-ai-ml-products-and-what-to-do-about-it/
[3] https://venturebeat.com/2022/06/06/does-cognitive-computing-offer-the-next-wave-of-analytics-beyond-data-science%EF%BF%BC/
[2] https://twitter.com/KanezaDiane/status/1539516338238013441

Top URLs in Tweet in G8:
[19] https://www.bbc.co.uk/academy/events/ai-22-the-conference/
[8] https://www.bbc.co.uk/academy/events/ai-22-the-conference/watch-live-day-two/
[5] https://twitter.com/BBCAcademy/status/1539206745033154561
[5] https://www.click2houston.com/video/local-news/2022/06/21/houston-isd-teacher-honored-by-time-for-providing-innovative-refugee-aid-in-schools/
[4] https://twitter.com/MLSummit1/status/1538541330854445056
[3] https://bbc.zoom.us/j/91209777677
[3] https://twitter.com/BBCAcademy/status/1539206688103964674
[3] https://twitter.com/BBCAcademy/status/1539206739622518796
[3] http://www.telegram.org/download
[2] https://news.mit.edu/2022/overjet-dental-artificial-intelligence-0624

Top URLs in Tweet in G9:
[70] https://parti.research.google/
[9] https://www.maxar.com/products/crows-nest?utm_source=twitter&utm_medium=organic
[4] https://youtu.be/D-RHjpSF0GI?=&linkId=100000132381507
[2] https://twitter.com/rafael52987/status/1539690416265625608
[2] https://twitter.com/rafael52987/status/1539962571402358786
[2] https://twitter.com/rafael52987/status/1539603884578054145
[2] https://twitter.com/rafael52987/status/1539360494238285835
[2] http://ai.googleblog.com/2021/06/quickly-training-game-playing-agents.html
[2] https://combinedofferings.maxar.com/?utm_source=twitter&utm_medium=organic
[1] https://twitter.com/rafael52987/status/1539751576050573314

Top URLs in Tweet in G10:
[41] https://aws.amazon.com/blogs/aws/now-in-preview-amazon-codewhisperer-ml-powered-coding-companion/
[23] https://aws.amazon.com/blogs/aws/now-in-preview-amazon-codewhisperer-ml-powered-coding-companion/?sc_channel=sm&sc_campaign=launch_&sc_publisher=TWITTER&sc_geo=GLOBAL&sc_outcome=awareness&sc_content=AWS_Launches&trk=launch_
[6] https://aws.amazon.com/codewhisperer/?sc_channel=sm&sc_campaign=launch_&sc_publisher=TWITTER&sc_geo=GLOBAL&sc_outcome=awareness&sc_content=AWS_Launches&trk=launch_
[5] https://pages.awscloud.com/GLOBAL-ln-GC-400-ML-Journey-Infographic-confirmation.html?trkCampaign=GLBL-FY22-Q1-GC-400-ML-Journey-Infographic&sc_channel=sm&sc_campaign=Machine_Learning&sc_publisher=TWITTER&sc_geo=GLOBAL&sc_outcome=awareness&trk=sm_a134p000007D9YZAA0
[4] https://pages.awscloud.com/GLOBAL-ln-GC-400-Achieving-Business-Results-with-ML-ebook-learn.html?trkCampaign=GLBL-FY22-Q1-GC-400-Achieving-Business-Results-eBook&sc_channel=sm&sc_campaign=Machine_Learning&sc_publisher=TWITTER&sc_country=Global,Global%20(Public%20Sector%20Users),Global%20(EMEA%20users),Global%20(APAC%20users),Global%20(LATAM%20users)&sc_geo=GLOBAL&sc_outcome=awareness&trk=sm_a134p000007CpkzAAC
[3] https://www.udacity.com/scholarships/aws-machine-learning-scholarship-program
[3] https://www.eventbrite.co.uk/e/ai-in-pharmaceuticals-where-are-we-now-tickets-348034700157?aff=esli&utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-source=li&utm-term=listing
[2] https://www.udacity.com/blog/2022/04/aws-scholarship-get-a-boost-in-your-goals-2.html?utm_source=organicsocial&utm_medium=twitter&utm_campaign=scholarship&utm_content=aws-scholarship
[2] https://www.udacity.com/blog/2022/06/2022s-most-relevant-machine-learning-trends.html
[2] https://aws.amazon.com/blogs/machine-learning/predict-types-of-machine-failures-with-no-code-machine-learning-using-amazon-sagemaker-canvas/

Top Domains
Top Domains in Tweet in Entire Graph:
[3322] twitter.com
[526] forbes.com
[497] amazon.com
[391] medium.com
[314] youtube.com
[309] glweb.eu
[246] venturebeat.com
[153] techcrunch.com
[153] linkedin.com
[126] towardsai.net

Top Domains in Tweet in G1:
[3029] twitter.com
[360] amazon.com
[228] youtube.com
[158] glweb.eu
[140] medium.com
[110] genkii.io
[104] pxf.io
[94] aitrends.com
[84] projectsbasedlearning.com
[83] google.com

Top Domains in Tweet in G2:
[410] forbes.com
[178] venturebeat.com
[149] medium.com
[105] glweb.eu
[82] techcrunch.com
[61] twitter.com
[57] technative.io
[45] bbntimes.com
[40] arxiv.org
[30] analyticsinsight.net

Top Domains in Tweet in G3:
[64] found.dev
[62] rsna.org
[38] forbes.com
[28] twitter.com
[21] geekyhumans.com
[17] youtube.com
[12] nature.com
[12] cognilytica.com
[10] medium.com
[10] boudy-technology.tn

Top Domains in Tweet in G4:
[50] techtarget.com
[20] expresscomputer.in
[20] forbes.com
[19] twitter.com
[16] medium.com
[15] dy.si
[13] glweb.eu
[12] towardsai.net
[12] amazon.com
[10] towardsdatascience.com

Top Domains in Tweet in G5:
[55] iso.org
[38] medium.com
[31] bit.ly
[28] wixsite.com
[27] twitter.com
[22] linkedin.com
[20] venturebeat.com
[20] towardsai.net
[15] databricks.com
[15] github.com

Top Domains in Tweet in G6:
[19] linkedin.com
[17] twitter.com
[15] youtube.com
[10] moneylocker.asia
[9] wordpress.com
[7] medium.com
[6] hpe.com
[5] forbes.com
[5] postimg.org
[4] eventbrite.com

Top Domains in Tweet in G7:
[17] glweb.eu
[12] mailchi.mp
[12] datasciencecentral.com
[7] techtarget.com
[6] pi314.net
[4] twitter.com
[4] github.com
[3] techcrunch.com
[3] venturebeat.com
[2] bcg.com

Top Domains in Tweet in G8:
[29] co.uk
[18] twitter.com
[6] bloomberg.com
[5] mit.edu
[5] telegram.org
[5] click2houston.com
[5] venturebeat.com
[5] bcg.com
[4] mckinsey.com
[3] zoom.us

Top Domains in Tweet in G9:
[70] research.google
[12] twitter.com
[11] maxar.com
[4] youtu.be
[3] googleblog.com
[1] g.co
[1] blog.google
[1] co.uk

Top Domains in Tweet in G10:
[74] amazon.com
[9] awscloud.com
[7] udacity.com
[3] co.uk
[2] themanufacturer.com
[1] inawisdom.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[17176] ml
[12943] ai
[10341] machinelearning
[9470] datascience
[8038] 100daysofcode
[7937] bigdata
[6838] tech
[6555] programming
[6539] artificialintelligence
[6221] cybersecurity



Top Hashtags in Tweet in G1:
[8905] ml
[6635] datascience
[6509] 100daysofcode
[6351] machinelearning
[5820] ai
[5474] bigdata
[5373] programming
[5018] cybersecurity
[5008] tech
[4399] rstats

Top Hashtags in Tweet in G2:
[3308] ai
[3289] ml
[2300] machinelearning
[1734] datascience
[1691] bigdata
[1560] artificialintelligence
[1198] python
[1191] analytics
[1176] data
[1114] tech

Top Hashtags in Tweet in G3:
[745] ml
[515] ai
[216] machinelearning
[123] artificialintelligence
[107] datascience
[91] data
[88] bigdata
[80] tech
[73] digitaltransformation
[70] python

Top Hashtags in Tweet in G4:
[802] ml
[800] ai
[388] machinelearning
[292] artificialintelligence
[194] datascience
[191] python
[146] bigdata
[143] data
[140] analytics
[139] dl

Top Hashtags in Tweet in G5:
[760] ml
[587] ai
[312] dl
[170] machinelearning
[146] mlops
[130] datascience
[102] artificialintelligence
[70] python
[53] deeplearning
[47] rstats

Top Hashtags in Tweet in G6:
[348] ml
[200] ai
[61] machinelearning
[43] artificialintelligence
[32] datascience
[30] data
[19] nlp
[18] bigdata
[16] deeplearning
[15] technology

Top Hashtags in Tweet in G7:
[466] job
[444] ai
[421] ml
[401] machinelearning
[393] python
[377] datascience
[353] 100daysofcode
[341] tech
[335] bigdata
[335] iot

Top Hashtags in Tweet in G8:
[135] ml
[107] ai
[40] artificialintelligence
[33] ai2022conf
[28] iot
[25] machinelearning
[23] china
[19] innovation
[16] datascience
[16] chinese

Top Hashtags in Tweet in G9:
[34] ml
[28] digitalhealth
[26] ai
[20] healthcare
[15] tech
[14] healthit
[14] healthtech
[13] ehealth
[12] computervision
[11] bigdata

Top Hashtags in Tweet in G10:
[100] ml
[87] aws
[37] machinelearning
[12] ai
[9] developer
[7] sagemaker
[5] intuit
[4] quantiphi
[4] data
[3] coding

Top Words
Top Words in Tweet in Entire Graph:
[18988] #ml
[14212] #ai
[11083] #machinelearning
[10863] #datascience
[9366] #100daysofcode
[8436] #bigdata
[7727] #programming
[7393] #tech
[7235] #python
[6969] #artificialintelligence

Top Words in Tweet in G1:
[9892] #ml
[7565] #datascience
[7468] #100daysofcode
[6737] #machinelearning
[6619] #ai
[6220] #programming
[5757] #bigdata
[5334] #tech
[5257] #cybersecurity
[4964] #rstats

Top Words in Tweet in G2:
[3712] #ml
[3551] #ai
[2500] #machinelearning
[2012] #datascience
[1840] #bigdata
[1726] #artificialintelligence
[1389] #python
[1342] #data
[1278] #analytics
[1266] #tech

Top Words in Tweet in G3:
[841] #ml
[567] #ai
[264] #machinelearning
[154] data
[154] ai
[147] #artificialintelligence
[136] #datascience
[106] more
[99] #data
[99] #bigdata

Top Words in Tweet in G4:
[906] #ml
[886] #ai
[440] #machinelearning
[340] #artificialintelligence
[277] #python
[259] #datascience
[224] #100daysofcode
[183] learning
[183] #bigdata
[164] #analytics

Top Words in Tweet in G5:
[783] #ml
[614] #ai
[317] #dl
[216] learning
[186] #machinelearning
[180] #mlops
[178] machine
[165] #datascience
[152] intelligence
[151] artificial

Top Words in Tweet in G6:
[350] #ml
[201] #ai
[63] #machinelearning
[59] data
[48] ai
[46] learning
[43] more
[43] #artificialintelligence
[41] machine
[32] #datascience

Top Words in Tweet in G7:
[466] #job
[453] #ai
[445] #ml
[420] #python
[408] #machinelearning
[400] #datascience
[390] #100daysofcode
[361] #tech
[339] #bigdata
[338] #iot

Top Words in Tweet in G8:
[139] #ml
[110] #ai
[41] #artificialintelligence
[33] #ai2022conf
[28] #iot
[26] #machinelearning
[25] #china
[23] china
[19] #innovation
[19] learning

Top Words in Tweet in G9:
[142] co
[104] #ml
[84] more
[72] techniques
[71] release
[71] read
[71] work
[70] check
[70] parti
[70] mwtkkp3ivt

Top Words in Tweet in G10:
[100] #ml
[87] #aws
[77] code
[70] amazon
[70] codewhisperer
[57] ml
[43] preview
[43] powered
[43] companion
[41] coding

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6067] #ai,#ml
[3093] #devops,#bigdata
[3088] #iotpl,#rstats
[3085] #programming,#datascience
[2987] #datascience,#academictwitter
[2974] #futureofwork,#devops
[2948] #rstats,#tech
[2910] #100daysofcode,#codenewbie
[2902] #ml,#iotpl
[2849] #bigdata,#cybersecurity

Top Word Pairs in Tweet in G1:
[3064] #iotpl,#rstats
[3057] #devops,#bigdata
[3055] #programming,#datascience
[2963] #datascience,#academictwitter
[2951] #futureofwork,#devops
[2922] #rstats,#tech
[2885] #100daysofcode,#codenewbie
[2878] #ml,#iotpl
[2826] #bigdata,#cybersecurity
[2789] #codenewbie,#womenwhocode

Top Word Pairs in Tweet in G2:
[1480] #ai,#ml
[678] #datascience,#bigdata
[677] #artificialintelligence,#machinelearning
[609] #ml,#machinelearning
[595] #bigdata,#analytics
[563] #machinelearning,#datascience
[536] #tech,#data
[496] #ml,#artificialintelligence
[440] #coding,#100daysofcode
[426] #blockchain,#tech

Top Word Pairs in Tweet in G3:
[370] #ai,#ml
[80] #artificialintelligence,#machinelearning
[75] artificial,intelligence
[62] machine,learning
[60] #ml,#artificialintelligence
[60] #ml,#futurism
[60] #futurism,#intelligencefactory
[60] #intelligencefactory,#digitaltransformation
[60] #digitaltransformation,#dx
[51] #ml,#machinelearning

Top Word Pairs in Tweet in G4:
[478] #ai,#ml
[135] machine,learning
[132] #artificialintelligence,#ai
[104] #machinelearning,#ml
[92] #ml,#mi
[87] #ml,#artificialintelligence
[86] #ml,#machinelearning
[85] #artificialintelligence,#ml
[76] #machinelearning,#artificialintelligence
[70] cc,ronald_vanloon

Top Word Pairs in Tweet in G5:
[439] #ai,#ml
[313] #ml,#dl
[172] machine,learning
[147] artificial,intelligence
[69] #ml,#machinelearning
[58] using,#ml
[56] #artificialintelligence,#ai
[55] landmark,moment
[55] moment,ai
[55] ai,standards

Top Word Pairs in Tweet in G6:
[111] #ai,#ml
[37] machine,learning
[26] #ml,#ai
[22] #ml,#machinelearning
[13] #ai,#artificialintelligence
[13] learn,more
[11] ai,ml
[11] artificial,intelligence
[10] #machinelearning,#ml
[10] #ml,#datascience

Top Word Pairs in Tweet in G7:
[292] #ml,#datascience
[256] #cybersecurity,#bigdata
[251] #javascript,#technology
[249] #bigdata,#javascript
[249] #technology,#java
[247] #pythoncode,#jobsearch
[246] #jobsearch,#job
[245] #machinelearning,#pythonprogramming
[245] #tech,#iiot
[244] #job,#tech

Top Word Pairs in Tweet in G8:
[62] #ai,#ml
[17] #ml,#ai
[13] artificial,intelligence
[12] june,22
[11] #ai,#artificialintelligence
[11] machine,learning
[11] #artificialintelligence,#machinelearning
[11] #ceo,#cio
[11] #cio,#cdo
[11] #coo,#cfo

Top Word Pairs in Tweet in G9:
[72] #ml,techniques
[71] read,more
[70] check,parti
[70] parti,co
[70] co,mwtkkp3ivt
[70] mwtkkp3ivt,second
[70] second,text
[70] text,image
[70] image,model
[70] model,release

Top Word Pairs in Tweet in G10:
[70] amazon,codewhisperer
[53] #aws,#ml
[43] codewhisperer,ml
[43] ml,powered
[41] preview,amazon
[41] powered,coding
[41] coding,companion
[41] companion,#aws
[27] code,reducing
[21] transform,plain

Top Replied-To
Top Replied-To in Entire Graph:
@kiiara
@anitta
@horseshoegang
@thomasd48342358
@bozzopack
@royceda59
@crookedintriago
@eve_minor
@southpawers
@mamasmatter2

Top Replied-To in G1:
@kiiara
@anitta
@horseshoegang
@thomasd48342358
@royceda59
@bozzopack
@crookedintriago
@eve_minor
@mamasmatter2
@eighth_mile

Top Replied-To in G2:
@danfiehn
@sonu_monika
@gerald_bader
@pierrepinna
@kanezadiane
@ronald_vanloon
@frronconi
@strat_ai
@ai_miami
@finnpartners

Top Replied-To in G3:
@cloudfabrix
@zscaler
@varmournetworks
@danfiehn
@ronald_vanloon
@nasscomevents
@100xcode
@amazon
@pevuxcompany
@webjedi

Top Replied-To in G4:
@nasscomevents
@github
@sanjayandai
@zscaler
@nasa
@coriniumglobal
@lehtopeo
@istandwithssr
@danredivo

Top Replied-To in G5:
@doru5s
@marktenenholtz
@lunarcrush
@binance
@aiinfra
@dhawalkumarp
@databricks
@ainewsfeed

Top Replied-To in G7:
@kanezadiane

Top Replied-To in G9:
@finnpartners
@medikalife

Top Mentioned
Top Mentioned in Entire Graph:
@ingliguori
@kiiara
@nicochan33
@sallyeaves
@haroldsinnott
@kred
@khulood_almani
@paula_piccard
@trippbraden
@betamoroney

Top Mentioned in G1:
@kiiara
@ingliguori
@kred
@eminem
@khulood_almani
@sourabhskatoch
@mandomando
@kdnuggets
@betamoroney
@forbes

Top Mentioned in G2:
@nicochan33
@sallyeaves
@haroldsinnott
@ingliguori
@paula_piccard
@trippbraden
@khulood_almani
@betamoroney
@bimedotcom
@chidambara09

Top Mentioned in G3:
@sallyeaves
@nicochan33
@haroldsinnott
@paula_piccard
@trippbraden
@rsna
@radimpress
@mindsdb
@radiology_ai
@mikequindazzi

Top Mentioned in G4:
@ronald_vanloon
@pbalakrishnarao
@ingliguori
@intersystems
@irmaraste
@yvesmulkers
@wef
@dirkschaar
@levie
@gigadgets_

Top Mentioned in G5:
@microsoft
@isostandards
@iecstandards
@ingliguori
@hubbucket
@amazonremars
@odsc
@nvidiaai
@data_ai_summit
@venturebeat

Top Mentioned in G6:
@brianna_essays
@tantebohayyy
@digdivdata
@lfaidatafdn
@sportnesian
@aboutcloudtech
@mutt_data
@elcom

Top Mentioned in G7:
@wissen_tech
@ingliguori
@kdnuggets
@ml4trading
@forbes
@semanticfolding
@cortical_io
@lnbcore
@visionedgemktg
@bcg

Top Mentioned in G8:
@bbc
@babitatv
@bbcrd
@billt
@_karenhao
@wsj
@telegram
@kprc2
@time
@lasamericasms

Top Mentioned in G9:
@googleai
@sonu_monika
@kred
@healthtechworld
@iotchannel
@iotcommunity
@medikalife
@analytics_699
@hcnowradio
@mgnifydb

Top Mentioned in G10:
@awscloud
@intuit
@udacity
@themanufacturer
@inteluk
@myadvocado
@amazonremars
@aws_partners
@orbital_insight
@lnsresearch

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@chidambara09
@marciojmsilva
@xaelbot
@codedailybot
@javascriptd
@cybersecurityn8
@jfsebastian146
@evankirstel

Top Tweeters in G1:
@sectest9
@xaelbot
@codedailybot
@javascriptd
@cybersecurityn8
@jfsebastian146
@aaroncuddeback
@100xcode
@fabriciosx
@rvp

Top Tweeters in G2:
@chidambara09
@evankirstel
@morgfair
@dataaugmented
@thomasclone
@calcaware
@gezgintrk
@micheleangelo13
@pvalsfr
@ricardo_ik_ahau

Top Tweeters in G3:
@researchmrx
@biconnections
@johnlaprise
@pyscalellc
@darrenculbreath
@academicchatter
@fortunemagazine
@starbucks
@yahoonews
@techcrunch

Top Tweeters in G4:
@education_24x7
@juliebhunt
@designthinkbot
@jane__eden
@blkhwk0ps
@greentechdon
@drferdowsi
@yvesmulkers
@shellykramer
@albertan48

Top Tweeters in G5:
@vonrosenchild
@tess_blue815
@jacobussystems
@techjunkiejh
@rstatstweet
@dpesho
@hubbucket
@merckxcycling
@fmfrancoise
@sadasemb

Top Tweeters in G6:
@evanderburg
@midwestweather3
@berlingonzalezs
@ntwolfmother
@dd_nana_
@openblender_io
@anthropunk
@techvisornl
@coinrbicom
@viral_1_2020

Top Tweeters in G7:
@paoloigna1
@vkj73
@javascriptflx
@zimrirosas
@a_abdulaziz_a
@itzzzwiz
@kwaajo_anim
@myahmctear
@lllloyd1
@kanezadiane

Top Tweeters in G8:
@guardian
@time
@wsj
@kprc2
@mariuskarma
@nordicgeo
@manifattura40
@back_the_bbc
@merchantmediaco
@squawk7kdotnet

Top Tweeters in G9:
@ansisegle
@caring_mobile
@bayiskendr
@lowsulfurbunker
@arkreader
@madhavanpallan
@muktabh
@renato_umeton
@hcnowradio
@edgeiotai

Top Tweeters in G10:
@thomasmarinojr
@mig30m6
@techmemechatter
@dmnlk
@mor3n1to_
@alech
@tasnnette
@themanufacturer
@venikunche
@adamse