Cannabis Data Science

Cannabis Data Science

By CannlyticsScienceChemistryMathematics
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Cannabis Data Science episodes

  • The COA Chronicles: NLP Meets THC | Cannabis Data Science #76
    🚯 Today we underscore the usefulness of archiving cannabis lab results. Following the principle of "never throw away data", we archive 5,500 lab results performed by SC Labs that have since vanished from the internet.🛣️ As straightforward as the task may seem, nuances of human language are critical in parsing lab results. We realize that we need to use natural language processing (NLP) in our COA data extraction efforts, months before ChatGPT hit the scene. This is a phenomenal blast from the past and hopefully you find a nugget or two of wisdom.🤝 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
  • Hops Latent Viroid Detection and its Mysterious Origins | Cannabis Data Science #123
    🦠Want to know more about Hops Latent Viroid? Today, the CEO, Angel Fernandez, PhD., and VP of R&D, Ajith Anand at 🧬MyFloraDNA, a biotech lab in California, join us to share what they have learned from their 275,000+ tests for Hops Latent Viroid.👨‍🔬You can see their latest research here: https://www.mdpi.com/1999-4915/15/7/1487🤝 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 4 min
  • Shining Light on Cannabis Sales with Statistics | Cannabis Data Science #122
    ☀️ This week we talk about the need for open data in the cannabis space because summary statistics can't be trusted and consumers benefit from actually being able to see the data for themselves. Why? Because homegrow is often prohibited and bad actors plus shady businesses cut corners and use bad business practices because cannabis is in a legal gray area. There are a few good actors who deliver top-notch organic cannabis, but open data is needed to both identify clean, green cannabis as well as identify bad actors who are taking advantage of the legal gray area to profit off of unknowing cannabis consumers. As always, we use our favorite tool in our toolbox, statistics, with hope to shine a little light so that honest businesses can grow. 🤝 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 8 min
  • How Homegrow Helps Health-conscious Consumers | Cannabis Data Science #121

    🧑‍🌾 Join the meetup where backyard botanists share tales of tall plants. See how homegrowers, in the face of adversity and defying all odds, can grow a plant pesticide-free when multi-million dollar companies can't.

    🐌 This isn't your grandma's garden club; it's a peek into a subculture where the legacy of the 60s and 70s meets the high-tech of the 21st century. Contemplate the corporate tentacles trying to monopolize Ms. Mary versus the undying spirit of homegrowers where it all began.

    🏭 Will we let big canna win? Hell no. This is where the spirit of DIY thrives. If you've ever doubted the passion of homegrowers, then here's a conversation that's both intellectual, uplifting, and good fun. So, put on your sunglasses because the future is bright, and let's ride one more time to brighten up the haze-filled future. As the sun sets on another cannabis conundrum, remember: the people who pioneered this plant by putting some seeds in some soil and putting those seedlings under some lights, whether they're lights in your basement or the great light above shining on your balcony. Here's to a healthy future for humanity.

    🤝 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 11 min
  • Data Unchained: Cracking the Code for Consumers to Access Cannabis Data | Cannabis Data Science #75
    🌎 In a world where information is just a click away, imagine having a treasure trove of cannabis data so tantalizingly close, yet frustratingly out of reach! This episode sets out to address just that - the tragic case of abundant cannabis certificates of analysis (COAs) that are often locked away from consumers.🤝 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 2 min
  • An Analysis of Disadvantaged Cannabis Enterprises in Massachusetts | Cannabis Statistics #4
    🕵️‍♀️ In the spirit of discovery, we're donning our statistical hats, plunging into the Massachusetts cannabis industry. Using statistics as our torch, we meticulously inspect cannabis licensee data, with a focus tighter than a well-rolled joint. We traverse through cultivation sizes, scrutinize performance data, and contrast the performance of disadvantaged business enterprises (DBEs) and non-DBEs. It's a cannabis-centric, statistical soiree where cannabis stats meets real cannabis data. Join us as we spark up some insights.🤝 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 11 min
  • PBZ, It's easy as 1, 2, 3 - Why access to data matters | Cannabis Data Science #120
    🧑‍🌾 Join the meetup as we uncover traces of a banned pesticide, PBZ, proliferating in the markets in Washington State. We advocate for open data, reasoning that access to knowledge may be the best way to ensure public safety and encourage responsible cultivation practices. We aim to put the incentive in the right place, deter malpractice, enhance market competition, and promote honesty between labs simply by asking one question: "Can I see my lab results?" 🤝 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 57 min
  • Parsing COAs to get YOUR lab results | Cannabis Data Science #74
    🥸 Unleash the power of your COAs. Behold the Cannabis Data Science Team demonstrate the art and science of parsing COAs. Meet CoADoc, an open-source AI-powered COA parsing wizard. Given COAs in any format, you can get YOUR data.🦾 Curious about integrating rich lab data into your app? We zoom in on the CoADoc API, a tool that you can use today to finally access cannabis lab results as easy as the click of a button.📜 Welcome aboard our quest to unlock the potential of cannabis data and contribute to a global knowledge base. Watch now for an exciting voyage into the future of Cannabis Data Science.🐈 For the extra curious, join our open-source journey at https://github.com/cannlytics/cannabis-data-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 5 min
  • Peeling Back the Layers of Lab Results | Cannabis Data Science #115
    🧄 Fearing public scrutiny, labs often cringe at the thought of their data under the lens of scientists from around the world. But what if the microscope is only as powerful as its user? Dive into the potent world of lab results as we search for "garlic" aromas in 1,200 Florida lab results, sifting through the intensity of each complex scent to identify distinctive garlic strains. It's a fascinating dance between chemistry and botany, the intricate ballet of nature's own ingredients. Join us, as we pull back the curtain on this thrilling game of "garlic" aromas in cannabis. 🤝 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 9 min
  • Parsing 15,000 COAs for Phenohunting | Cannabis Data Science #113
    🐍 In our latest escapade, we gather the sources, methods, and data needed to parse 15,000+ COAs from Florida's top cannabis companies. 👨‍💻 You know, when your friendly neighborhood dispensary acts like their printer is "offline" or they've suddenly developed amnesia when you ask for COAs for your strains? Yeah, we've all been there. 🍃 Worry no more, we're here to empower you with AI-powered CoADoc. With OpenAI's GPT-4 model in our toolbelt, we'll get you your COA data. Get your data at https://data.cannlytics.com - a potential answer to the universal COA search site dream! 🔮 Learn prompt engineering, data extraction, and even how to visualize this sweet, sweet data. If you're a Khalifa Kush enthusiast, buckle up because we'll be digging into the specifics of this strain too. 🌿 Join us on this journey, as we turn some 'buds' into 'bytes'. Code, chat, and conquer the COA collection conundrum with us. 🤝 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 24 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.