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PODCAST

Cannabis Data Science

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. At the Cannabis Data Science meetup, you can join like-minded individuals, learn modern data

science chemistry

All Episodes

23:19

Retailers per Capita and Profitability | Cannabis...

Cannabis Data Science ·

2023/12/26

🪨 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

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72:54

Tracking 2,000 Terpene Tests by TerpLife Labs |...

Cannabis Data Science ·

2023/11/18

🦎 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

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75:43

License to Deal: Insights from Analyzing 21,000...

Cannabis Data Science ·

2023/11/16

👩‍🏫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

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85:35

Extracting Data from COAs with OCR - Optical...

Cannabis Data Science ·

2023/11/06

🤖 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 |

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73:03

Quantifying Chemical Diversity in Cannabis | Cannabis...

Cannabis Data Science ·

2023/11/03

♻️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.

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69:46

The Strain Game: 80,000 Michigan Medical & Adult-Use...

Cannabis Data Science ·

2023/10/26

🥊 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.

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72:35

Now is Better than Never: Massachusetts Makes 80,000...

Cannabis Data Science ·

2023/10/21

🍀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.

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90:33

Consumer Recommendation Engines: Merging Science with...

Cannabis Data Science ·

2023/10/05

🎨 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

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57:12

Heavy metal testing: A silver lining to mercurial...

Cannabis Data Science ·

2023/10/04

💎 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.

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91:03

Terpene Profile Matching Models for Consumer...

Cannabis Data Science ·

2023/09/27

🎯 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

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57:07

The COA Chronicles: NLP Meets THC | Cannabis Data...

Cannabis Data Science ·

2023/09/26

🚯 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

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63:36

Hops Latent Viroid Detection and its Mysterious...

Cannabis Data Science ·

2023/08/17

🦠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.

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67:10

Shining Light on Cannabis Sales with Statistics |...

Cannabis Data Science ·

2023/08/15

☀️ 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

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70:40

How Homegrow Helps Health-conscious Consumers |...

Cannabis Data Science ·

2023/08/10

🧑‍🌾 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

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61:17

Data Unchained: Cracking the Code for Consumers to...

Cannabis Data Science ·

2023/07/25

🌎 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.

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70:26

An Analysis of Disadvantaged Cannabis Enterprises in...

Cannabis Data Science ·

2023/07/22

🕵️‍♀️ 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

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116:44

PBZ, It's easy as 1, 2, 3 - Why access to data...

Cannabis Data Science ·

2023/07/20

🧑‍🌾 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

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64:22

Parsing COAs to get YOUR lab results | Cannabis Data...

Cannabis Data Science ·

2023/07/04

🥸 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

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68:06

Peeling Back the Layers of Lab Results | Cannabis...

Cannabis Data Science ·

2023/06/08

🧄 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

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83:45

Parsing 15,000 COAs for Phenohunting | Cannabis Data...

Cannabis Data Science ·

2023/05/26

🐍 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

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128 results

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