Cannabis Data Science

Cannabis Data Science

By CannlyticsScienceChemistryMathematics
Download on the App Store

Cannabis Data Science episodes

  • Retailers per Capita and Profitability | Cannabis Stats #5

    🪨 We unearth a powerful PDF mining tool to mine retailer data. Once mined, we can easy calculate novel retail cannabis statistics. We start with Illinois. Massachusetts follows shortly after. We take a first look at trends in dispensaries per capita and sales per retailer. 🔎 Utilizing public data and advanced statistical methods, this research offers a detailed look into cannabis market dynamics, demonstrating the nuanced relationship between retailer density and revenue. The study not only sheds light on the economic aspects of cannabis retail but also provides visually compelling evidence of the market's behavior, making it a significant contribution to understanding the newly founded cannabis industry. 🤝 Join the fun, data wrangling, and analytics in the Cannabis Data Science meetup: https://www.meetup.com/cannabis-data-science/ 🧑‍💻 Find the data and source code: https://github.com/cannlytics/cannabis-data-science 💸 Support the group: https://opencollective.com/cannlytics-company 🔥 Check out Cannlytics: https://cannlytics.com

    24 min
  • Tracking 2,000 Terpene Tests by TerpLife Labs | Cannabis Data Science #135

    🦎 Hard-to-reach fruit is always so sweet! We now have one of the largest datasets of terpene tests that exists in the public domain. This required quite the feat, but with the help of AI, think John Henry plus the steam engine, we were able to collect 2,000 terpene tests by TerpLife Labs. Watch, learn, listen, draw insights, ask questions, and help advance cannabis science! 🤝 Join the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST. https://www.meetup.com/cannabis-data-science/ 🧑‍💻 Find the data and source code: https://github.com/cannlytics/cannabis-data-science 💸 Support the group: https://opencollective.com/cannlytics-company 🔥 Check out Cannlytics: https://cannlytics.com

    1 hr 13 min
  • License to Deal: Insights from Analyzing 21,000 Cannabis Licenses | Cannabis Data Science #134

    👩‍🏫With data from 21,000 cannabis licenses, Dr. Ruth Fisher shows us how to calculate a handful of brilliant statistics that you can use to quantify cannabis market structures. How equitable is a cannabis market? How diverse are the licenses? These are questions that you can begin to approach with the latest cannabis license data, with Dr. Fisher showing us exactly how useful the data can be. 🤝 Join the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST. https://www.meetup.com/cannabis-data-science/ 🧑‍💻 Find the data and source code: https://github.com/cannlytics/cannabis-data-science 💸 Support the group: https://opencollective.com/cannlytics-company 🔥 Check out Cannlytics: https://cannlytics.com

    1 hr 16 min
  • Extracting Data from COAs with OCR - Optical Character Recognition | Cannabis Data Science #82

    🤖 Can you imagine the world through AI's eyes? Now you can with optical character recognition! Use computer vision to get any data, any where you see it! Get lab result data from a pic of a COA! It's as easy as that these days. Come see the long road that's been travelled and how you can use OCR to unlock unfathomable amounts of data, sitting right before your eyes! 🤝 Join the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST. https://www.meetup.com/cannabis-data-science/ 🧑‍💻 Find the data and source code: https://github.com/cannlytics/cannabis-data-science 💸 Support the group: https://opencollective.com/cannlytics-company 🔥 Check out Cannlytics: https://cannlytics.com

    1 hr 26 min
  • Quantifying Chemical Diversity in Cannabis | Cannabis Data Science #133

    ♻️Today we don our ecologist caps and measure the diversity of cannabis products in the market. First we look at the abundance of strains in Washington, then we quantify the chemical diversity of products in Connecticut. Come join the fun and learn how to measure abundance, evenness, dominance, and richness of types.

    🤝 Join the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST. https://www.meetup.com/cannabis-data-science/

    🧑‍💻 Find the data and source code: https://github.com/cannlytics/cannabis-data-science

    💸 Support the group: https://opencollective.com/cannlytics-company

    🔥 Check out Cannlytics: https://cannlytics.com

    1 hr 14 min
  • The Strain Game: 80,000 Michigan Medical & Adult-Use Strain THC Tests | Cannabis Data Science #132

    🥊 Do you know the top 20 strains in Michigan? How about the average THC for the top 20 medical strains? Come find out! We have 80,000 THC tests for all cannabis strains grown, sold, and smoked in 2021 and 2022! Come get the data, statistics, and share your own brilliant ideas to help advance cannabis science, one molecule at a time!

    🤝 Join the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST. https://www.meetup.com/cannabis-data-science/

    🧑‍💻 Find the data and source code: https://github.com/cannlytics/cannabis-data-science

    💸 Support the group: https://opencollective.com/cannlytics-company

    🔥 Check out Cannlytics: https://cannlytics.com

    1 hr 10 min
  • Now is Better than Never: Massachusetts Makes 80,000 Lab Tests Public | Cannabis Data Science #131
    🍀Massachusetts releases 80,000 cannabis lab tests for THC, THCA, and total yeast and mold in a historic act of transparency! It is not everyday that the government lets you look behind the curtain. Join us as we plunder the Massachusetts Cannabis Control Commission's trove of the most prized numbers in the cannabis space: the elusive THC numbers.🤝 Join the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST. https://www.meetup.com/cannabis-data-science/🧑‍💻 Find the data and source code: https://github.com/cannlytics/cannabis-data-science💸 Support the group: https://opencollective.com/cannlytics-company🔥 Check out Cannlytics: https://cannlytics.com
    1 hr 13 min
  • Consumer Recommendation Engines: Merging Science with Folklore | Cannabis Data Science #78
    🎨 What is your favorite strain? This is the only question you need to begin finding the right product for the right person. Thanks to the work of Dr. John Abrams, we can merge science with folklore and you can use a simple 3-step algorithm to demystify the differences in cannabis strains, allowing you to hone in on the right choice for your palate.A glimpse into the algorithm:1. Calculate average product concentrations by consumer;2. Find k-nearest products given the average concentrations;3. Repeat when the consumer makes a purchase.The algorithm embodies the age-old wisdom: start somewhere, then iterate. Given a consumer's purchase history, you can easily predict the products with the most similar chemical profiles. As the consumer hones in on their preferred profile, your recommendations will become more and more useful. If a consumer becomes happier and happier with their purchases, then surely this is a good thing.🤝 Join the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST. https://www.meetup.com/cannabis-data-science/🧑‍💻 Find the data and source code: https://github.com/cannlytics/cannabis-data-science💸 Support the group: https://opencollective.com/cannlytics-company🔥 Check out Cannlytics: https://cannlytics.com
    1 hr 31 min
  • Heavy metal testing: A silver lining to mercurial regulations | Cannabis Data Science #129
    💎 Join us as we unearth insights buried deep in the 165,000 lab tests performed in Maryland and Washington for quality control. After wrangling cannabinoid and terpene data, we turn our eyes to the latest shiny object: heavy metals. Behold as we uncover what could be a deep dark secret of cannabis cultivators grasping for a silver bullet.🤝 Join the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST. https://www.meetup.com/cannabis-data-science/🧑‍💻 Find the data and source code: https://github.com/cannlytics/cannabis-data-science💸 Support the group: https://opencollective.com/cannlytics-company🔥 Check out Cannlytics: https://cannlytics.com
    58 min
  • Terpene Profile Matching Models for Consumer Recommendations | Cannabis Data Science #77
    🎯 In lieu of THC, consumers need a signal of what is going to be a quality product. We show how terpene data can be used to match similar strains and products, providing an excellent recommendation mechanism. Get your nearest neighbor, get your favorite blend, and advance cannabis science molecule by molecule by lending your eyes, ears, and attention!🤝 Join the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST. https://www.meetup.com/cannabis-data-science/🧑‍💻 Find the data and source code: https://github.com/cannlytics/cannabis-data-science💸 Support the group: https://opencollective.com/cannlytics-company🔥 Check out Cannlytics: https://cannlytics.com
    1 hr 32 min

About Cannabis Data Science

From the publisher's feed

You can join a group of like-minded individuals who are interested in learning about how to apply data science to cannabis data. Utilize the web and APIs to get the data that you need. Wrangle the data like a pro into a format suitable for analysis. Then calculate statistics to your heart's galore. Furthermore, learn how to build forecasting and prediction models to get an upper-hand on your competition.