https://www.dataskunkworks.com/latest-posts daily 0.75 2023-08-30 https://www.dataskunkworks.com/latest-posts/blog-post-title-two-nkadc monthly 0.5 2023-08-23 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1585306911302-M8PGKR5YP0BSTI3QJUDB/map-768x512.jpg Posts - A song of nodes and edges – Network analysis in Game of Thrones https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1585306698010-BWAZL6K4NLRWGY9OGKPJ/source_Data-1-768x406.png Posts - A song of nodes and edges – Network analysis in Game of Thrones An example of the 'edge' data from Book 1 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1585306993659-63IHW5ZJUW8FN4PV8U5R/ned-725x493.png Posts - A song of nodes and edges – Network analysis in Game of Thrones https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1585307198945-63WWRM04FZYI9QOEXNHT/tyrion-and-daenerys-talking-game-of-thrones-helen-sloan-hbo.jpeg-768x576.jpg Posts - A song of nodes and edges – Network analysis in Game of Thrones Source of character images: HBO https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1585306807367-OOFFA2XRKD0XRDA4Z8EY/network_screenshot-768x504.png Posts - A song of nodes and edges – Network analysis in Game of Thrones On the right side of the network for Book 1, we can see the cluster of Daenerys and her Dothraki. https://www.dataskunkworks.com/latest-posts/ncage-career monthly 0.5 2022-02-17 https://www.dataskunkworks.com/latest-posts/smiling-and-dialling-with-machine-learning-how-to-call-the-right-customers monthly 0.5 2020-04-30 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1585304201685-Q2GAB7GG7JLZU2I31QTZ/1_QuI2s7_xGVDL3AaJMdOZHw-768x384.jpeg Posts - Smiling and dialling with machine learning: how to call the right customers https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1585304782520-GO1ZASNFT23TXI84HOG8/21-back-to-future-hoverboard.w700.h700.jpg Posts - Smiling and dialling with machine learning: how to call the right customers https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1585305008939-O1TI9J1AVHOG74KW37D2/giphy-1.gif Posts - Smiling and dialling with machine learning: how to call the right customers https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1585304441243-1HBSV059TTLTP91QC3KM/e45e2d97-confmatrix_alt-768x768.png Posts - Smiling and dialling with machine learning: how to call the right customers https://www.dataskunkworks.com/latest-posts/xgboost-in-five-minutes monthly 0.5 2020-04-30 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1588000290941-G6AM2F8O6HWPXC9PR56I/ensemble.png Posts - Understanding XGBoost in five minutes An ensemble of weak learners combine their prediction to form a single ‘strong’ prediction https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1588174116136-AHZUAM6YVKY3U3QEQOE6/h1_tree.png Posts - Understanding XGBoost in five minutes https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1588177051688-6PFANBMLVOMSQ0MGGCI3/h2_h3_trees.png Posts - Understanding XGBoost in five minutes https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1588178092640-WAV5TNMI2C1GOLW2X04Q/iterations_mse.png Posts - Understanding XGBoost in five minutes https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1588000052790-D31O9MLNH2KI6NPUUFRN/CART_tree_titanic_survivors.png Posts - Understanding XGBoost in five minutes Wikipedia: A tree showing survival of passengers on the Titanic ("sibsp" is the number of spouses or siblings aboard). The figures under the leaves show the probability of survival and the percentage of observations in the leaf. Summarizing: Your chances of survival were good if you were (i) a female or (ii) a male younger than 9.5 years with less than 2.5 siblings. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1588253044944-6I110897JK2TICWFF459/06-Lange-Sohne-Datograph-Up-Down-Jacques-Olivier.jpeg Posts - Understanding XGBoost in five minutes https://www.dataskunkworks.com/latest-posts/quantifying-cyber-security-risk monthly 0.5 2020-08-31 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1597664471086-CDV2UIWRDW9N7HVB7SLB/lec_risk_tolerance.PNG Posts - Why companies should use quantitative modelling for cyber risk The risk tolerance curve in red shows the maximum level of risk an organisation is willing to tolerate. If the blue line falls below the red, the inherent risk is lower than the tolerated risk. But if the inherent risk is above tolerance, a company may wish to introduce measures to reduce their inherent risk to acceptable levels. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1597678892581-N9LZ176PP5RD9GMS3VDV/heatmap.PNG Posts - Why companies should use quantitative modelling for cyber risk A fictional (although not unrealistic) cyber risk report https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1597678139910-MT52UTI2T74S0I4QQ5C8/matrix_6.gif Posts - Why companies should use quantitative modelling for cyber risk https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1597673935971-4TBKWP0OPZC78UWBB3TT/4bqid0.jpg Posts - Why companies should use quantitative modelling for cyber risk https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1597664062467-XR2KKGWGGH85KUDR22YV/lec.png Posts - Why companies should use quantitative modelling for cyber risk A loss-exceedance curve for a simulated data breach event https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1597672975645-6NSXDB7ZSINJT2C2F3DL/matrix_5.gif Posts - Why companies should use quantitative modelling for cyber risk https://www.dataskunkworks.com/latest-posts/how-to-load-and-analyse-48-billion-wiki-pageviews monthly 0.5 2020-07-14 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1592471539725-HCEM3P8NPSTDCUZ4XBOZ/pages_dump.PNG Posts - How to load and analyse 48 billion Wikipedia page views with Google BigQuery Wikipedia uploads a compressed .gz file for each hour of each day. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1592993736888-31WVXN602B3BETBGW9DV/bot_spike.PNG Posts - How to load and analyse 48 billion Wikipedia page views with Google BigQuery https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1592575030777-XNVXEZS7T81R5DSNEHEU/cloud_providers.png Posts - How to load and analyse 48 billion Wikipedia page views with Google BigQuery https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1592907283365-XM8S3VD8Z9JL4XMZHTFF/query_1.PNG Posts - How to load and analyse 48 billion Wikipedia page views with Google BigQuery https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1592922978774-NY6YU6GRZXRUGVT81XHC/query_2.PNG Posts - How to load and analyse 48 billion Wikipedia page views with Google BigQuery https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1593002957209-J3FJUCYI6OTHE5BGDKGY/query_3.PNG Posts - How to load and analyse 48 billion Wikipedia page views with Google BigQuery https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1593790152835-JW6Y704WES4OXYAQLOZE/query_results_2.PNG Posts - How to load and analyse 48 billion Wikipedia page views with Google BigQuery https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1593007950703-08OEGQMEQ3XSSNIWKKPF/blog+header.png Posts - How to load and analyse 48 billion Wikipedia page views with Google BigQuery https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1592472273296-1WM7TBGH8S2EHLN0KY4J/edinburgh_views.PNG Posts - How to load and analyse 48 billion Wikipedia page views with Google BigQuery The Wikipedia page for Edinburgh had 47 views at 11:00 AM on the 1st of January 2020. https://www.dataskunkworks.com/latest-posts/wikipedia-scraping-2020 monthly 0.5 2020-07-12 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1593865412727-K273Y47TZTO2ULNW8H25/t_hanks.PNG Posts - Using Python to scrape Wikipedia for images of the most viewed people in 2020 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1593867399782-25NW7LYJNAJ4YCIRUKTW/title_urls.PNG Posts - Using Python to scrape Wikipedia for images of the most viewed people in 2020 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1593864356002-NCMRP0QDDQMU0O0IPORQ/persons_list.PNG Posts - Using Python to scrape Wikipedia for images of the most viewed people in 2020 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1593868160226-CSLDIT27MI72YKILYCYM/person_url_table.PNG Posts - Using Python to scrape Wikipedia for images of the most viewed people in 2020 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1593867429109-MOA3FJX2T6ZMPUVDTMLG/adam_driver.PNG Posts - Using Python to scrape Wikipedia for images of the most viewed people in 2020 https://www.dataskunkworks.com/latest-posts/who-got-the-most-views-on-wikipedia-each-day-in-2020 monthly 0.5 2023-08-23 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1594221613160-BNP628TWBVVKDGMX37FE/top20.PNG Posts - Ranking the most viewed people on Wikipedia in 2020 (so far) https://www.dataskunkworks.com/latest-posts/building-a-quantitative-cyber-risk-model-in-python monthly 0.5 2020-09-18 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1600340386682-4I8PL5OTNDNRLOXOOWA6/lognormal.png Posts - Building a quantitative cyber-risk model in Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1600425710054-4FWW3HG1M1NJS6I86Q6E/image-asset.png Posts - Building a quantitative cyber-risk model in Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1600417141518-PIPLRMND0UVUI65CPLZK/lognormal_formula2.PNG Posts - Building a quantitative cyber-risk model in Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1600416665121-I1KZXWJ7RIWYMEUKQYU5/lognormal_formula.png Posts - Building a quantitative cyber-risk model in Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1600424888665-P8INYTYW16PWON42HAMY/simulation_3.png Posts - Building a quantitative cyber-risk model in Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1600434702256-9QVEAIEK8Z60AN0I7DER/cyber_risks.PNG Posts - Building a quantitative cyber-risk model in Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1600430204131-8YAZYAPD9CQB5XCD25UB/lec_mitigations.png Posts - Building a quantitative cyber-risk model in Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1600417490258-SU343C2VHNXE3YSDQTBY/lognormal_ransomware.png Posts - Building a quantitative cyber-risk model in Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1600418074556-VCGJQ44SOMZD95UIEGZP/simulation_2.png Posts - Building a quantitative cyber-risk model in Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1600425723707-17EVNLVQ61IIK8VDXIL1/image-asset.png Posts - Building a quantitative cyber-risk model in Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1600417951276-680TMW60TOYKC7EHLGQ6/simulation_1.PNG Posts - Building a quantitative cyber-risk model in Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1600425737793-662KB58GZT3M52W1PMMI/lec_portfolio.png Posts - Building a quantitative cyber-risk model in Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1600427421690-FECPI8XSIL92F7D0PW0L/lec_all.png Posts - Building a quantitative cyber-risk model in Python https://www.dataskunkworks.com/latest-posts/topic-modelling-clickbait-headlines-with-non-negative-matrix-factorisation monthly 0.5 2021-02-01 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1611572546883-CSDG57L4S9QDDA30X7UP/NMF_results_2.PNG Posts - Topic modelling clickbait headlines with Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1611570613379-E6LL0Q7O0C7UKCUZ3120/NMF_results.PNG Posts - Topic modelling clickbait headlines with Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1611573087657-C9AG50027QSWU7J443V3/topic_frequency.PNG Posts - Topic modelling clickbait headlines with Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1611224895921-Y1C8HCM8VBJ7M09SL4RA/NMF.png Posts - Topic modelling clickbait headlines with Python https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1611569374552-YUMB2P9PW9KRUQU9D9VO/headlines.PNG Posts - Topic modelling clickbait headlines with Python https://www.dataskunkworks.com/latest-posts/learning-d3js monthly 0.5 2023-08-30 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1614263512931-55IJPSJZ8268PXZBC6ZD/dom_inspect2.png Posts - Learning D3.js https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1614260154920-7AGR7NI3YACOTIHYW4I9/budget_vis.gif Posts - Learning D3.js Source: The New York Times https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1614260839335-TV1KSGCMU7Q7BBS7STA5/cyber_snip.PNG Posts - Learning D3.js Source: ACSC Annual Cyber Threat Report 2019-2020 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/1614263450274-9GXLUVZ2RXHX22UPKDM5/dom_inspect.png Posts - Learning D3.js https://www.dataskunkworks.com/latest-posts/d3js-2022-update-nicolas-cages-film-career-visualised monthly 0.5 2023-08-30 https://www.dataskunkworks.com/latest-posts/every-james-bond-vehicle-visualised monthly 0.5 2023-08-23 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/cad4136e-120d-4801-93e8-7dc57cf2f557/hover.png Posts - Every James Bond vehicle, visualised - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/3a8a7be6-2a62-4103-afcd-3cc0c2949b7b/bars3.gif Posts - Every James Bond vehicle, visualised - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/ccbf215e-9ff8-4fcc-b851-795ca8b2b1ff/vehicles2.gif Posts - Every James Bond vehicle, visualised - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/31ecaefc-8116-40cb-9743-3415dd9a8b72/bars4.gif Posts - Every James Bond vehicle, visualised - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/45eb8f78-d5f9-4dc3-82ec-988a7e4c01b2/land_air_sea.gif Posts - Every James Bond vehicle, visualised - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.dataskunkworks.com/latest-posts/will-chatgpt-replace-data-scientists-lets-analyse-tom-cruises-film-career-to-find-out monthly 0.5 2023-08-23 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/e9bd5a61-6077-48e5-a44a-d9d0d4f8c692/5.png Posts - Will ChatGPT replace data scientists? Let’s analyse Tom Cruise’s film career to find out - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/b402dbf2-d49d-485d-91cf-d9bc8a092f57/7.png Posts - Will ChatGPT replace data scientists? Let’s analyse Tom Cruise’s film career to find out - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/fa011bcc-d3de-4723-81be-8a142942c439/tumblr_5c9f0e13d40c32a226f487c85be5dcf9_7a5dfcd7_540.gif Posts - Will ChatGPT replace data scientists? Let’s analyse Tom Cruise’s film career to find out - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/0cb5a0c4-0f87-4cd6-be25-eabc8f938204/2.png Posts - Will ChatGPT replace data scientists? Let’s analyse Tom Cruise’s film career to find out - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/462fdb95-d9c6-42ca-ad92-bad0ef27750d/4.png Posts - Will ChatGPT replace data scientists? Let’s analyse Tom Cruise’s film career to find out - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/52de3b6c-482f-424c-935b-0f66511d97cd/3.png Posts - Will ChatGPT replace data scientists? Let’s analyse Tom Cruise’s film career to find out - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/9223549b-60ae-4836-bc37-50512db8e157/mission-impossible-floating.gif Posts - Will ChatGPT replace data scientists? Let’s analyse Tom Cruise’s film career to find out - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/9fd23c1d-28fd-4246-a755-9b27571fe218/6.png Posts - Will ChatGPT replace data scientists? Let’s analyse Tom Cruise’s film career to find out - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/d110f5ff-0bc9-464e-86ac-7eba2c1129ce/tom-cruise-top-gun.gif Posts - Will ChatGPT replace data scientists? Let’s analyse Tom Cruise’s film career to find out - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/e2125286-116a-4c47-bcec-71c9fefa4d55/release+notes.png Posts - Will ChatGPT replace data scientists? Let’s analyse Tom Cruise’s film career to find out - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/0f62794e-680f-4f56-9175-a2e2857d6ed7/8.png Posts - Will ChatGPT replace data scientists? Let’s analyse Tom Cruise’s film career to find out - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.dataskunkworks.com/latest-posts/i-tracked-every-swipe-match-conversation-and-date-on-hinge-for-a-year monthly 0.5 2023-08-30 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/4da246cc-d938-42bf-99cf-a842639a5c3c/unnamed.png Posts - I tracked every, swipe, match, conversation and date on Hinge for a year and visualised the results - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/ad33d79c-9112-48a2-bd01-9d4d75c4ddd5/Screenshot+2023-08-31+081018.png Posts - I tracked every, swipe, match, conversation and date on Hinge for a year and visualised the results - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/7140d971-4a2e-4baf-9cb0-4f854f137913/Screenshot+2023-08-31+082411.png Posts - I tracked every, swipe, match, conversation and date on Hinge for a year and visualised the results - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.dataskunkworks.com/latest-posts/category/Risk+Modelling monthly 0.5 https://www.dataskunkworks.com/latest-posts/category/Data+Visualisation monthly 0.5 https://www.dataskunkworks.com/latest-posts/category/Data+Engineering monthly 0.5 https://www.dataskunkworks.com/latest-posts/category/Natural+Language+Processing monthly 0.5 https://www.dataskunkworks.com/latest-posts/category/Data+vis+row+1 monthly 0.5 https://www.dataskunkworks.com/latest-posts/category/Data+vis+row+2 monthly 0.5 https://www.dataskunkworks.com/latest-posts/category/Machine+Learning monthly 0.5 https://www.dataskunkworks.com/about daily 0.75 2023-08-30 https://images.squarespace-cdn.com/content/v1/5e68b66e64018e48a735864a/09ab1417-b708-49e0-9c9d-a16c29afe66c/DSC_0960-ninl0j3u9t7t3uwhfr.jpg About - About me I’m a data science professional with over 8 years’ consultancy experience gained working in Australia and the UK. In that time, I have advised financial services clients, technology companies, law firms and government agencies. I have led multiple projects in areas including forensic investigations, risk quantification, machine learning powered document review, and fraud detection. The purpose of Data Skunkworks is to demystify data science, and to show how data science can be applied both in industry and to everyday information. https://images.squarespace-cdn.com/content/v1/5ce435d6bea1ed00016ba287/1558964652247-5MWXNMFZVOPGE4TY6U2Q/MHeiderich_ReflexionenZwei-05-copy.jpg About https://www.dataskunkworks.com/home daily 1.0 2023-08-30