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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

47:04

Snapping Up 50,000 Lab Results with Selenium |...

Cannabis Data Science ·

2023/05/21

🐢 Ever see a Python-powered data-snapping turtle? We're diving into the lake of PSI Labs' test results, snapping up cannabis lab data with turtle-like tenacity. By the end, we have a treasure trove of test results tucked safely away in our shell. Slow and steady might win the race, but in Cannabis Data Science, a quick snap seals the deal!🤝 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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82:56

Searching for Landrace Strains with Statistics |...

Cannabis Data Science ·

2023/05/19

💰 Today we bag 125,000+ lab results from across the US, analyzing CA, CT, MA, MI, and WA state's most precious botanical data. And oh did we find treasures! Our quest? Seeking international cannabis varieties, in particular, landraces - the purest, oldest, and most genetically unaltered strains of our favorite plant.🌎 In this exciting expedition, we look into a variety of strains from Thai to Colombian to Durban Poison. Utilizing Python and Pandas, we navigate through seas of data, standardize

en

69:41

International Cannabis Trade | Cannabis Data Science...

Cannabis Data Science ·

2023/05/11

🌿🌍We explore cannabis cultivation around the world. We discover cultivators in South Africa and count the number of licenses by province. As we paint a picture of the burgeoning cannabis industry in the Rainbow Nation, we discover pure gold!📊 Get ready for some difficult data collection, eye-catching visualizations, and a lively conversation about the global cannabis landscape.🤝 Join the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST |

en

71:49

Welcome to the Jungle Boys - Cannabis Brand Sentiment...

Cannabis Data Science ·

2023/05/05

🌴 Welcome to the dark understory of the cannabis industry. Join as we explore intensity and polarity by user, strain, and brand, searching for valuable insights that may help us understand cannabis user preferences and behavior.📊 Leveraging strain reviews, this intriguing analysis employs SIA (the Sentiment Intensity Analyzer) to rank review intensity and classify polarity. By providing a comprehensive view of user sentiments towards strains and brands, this example offers valuable insights into

en

68:37

Modelling Predilections to Cannabis Chemotypes |...

Cannabis Data Science ·

2023/05/01

🌟 Join the intriguing discussion of personality and cannabis preferences! Discover if your personality may affect the chemotype of cannabis you may like to consume. We delve into Revealed Preferences theory and The Big 5 Personality Traits (Openness, Conscientiousness, Extraversion, Agreeableness, and Neuroticism) to uncover potential connections. 🧠🌿 Join us as we build a model between personality type and preferred chemotype, using consumer review data, lab results, and natural language

en

80:35

Hypothesis Testing with Cannabis Data | Cannabis...

Cannabis Data Science ·

2023/04/29

🎢Welcome to the thrilling world of cannabis statistics! In this action-packed exclusive episode, our intrepid team dives headfirst into an analysis of variance (ANOVA) adventure, exploring various intriguing data points from the Massachusetts Cannabis Control Commission.With the right tools in hand and the API primed, our data science heroes embark on a journey to gather vital intel on cannabis production, licensees, and average prices. But wait, there's more! The excitement continues as we compile

en

77:27

Estimating Utility from Cannabis with Sentiment...

Cannabis Data Science ·

2023/04/28

😊 In this long-awaited episode, we use natural language processing (NLP) to rank strain reviews by consumer and examine whether certain compounds are related to the review rankings. We build a model that you can use to determine if any specific compounds have a positive or negative relationship with the sentiment of consumer reviews. Follow along as we:1. Prepare and visualize strain and lab result data in Python.2. Perform sentiment analysis using the Natural Language Toolkit (nltk).3. Create

en

59:14

Structural Breaks in Cannabis Markets | Cannabis...

Cannabis Data Science ·

2023/03/20

💸 In an exclusive session, we explore data from the Massachusetts Cannabis Control Commission and the Federal Reserve Economic Data (FRED) to test if there have been structural breaks in consumer preferences and the aggregate cannabis production function (in MA). We use the Chow Test to deal with heterogeneity. We aggregate daily production data into monthly and quarterly averages, calculate sales differences, and get supplemental data from FRED. Then, we plot weekly and monthly data and test for

en

48:20

Applying Phylogenetics to Identify the Genesis of...

Cannabis Data Science ·

2023/02/12

💡In curiosity, we start applying phylogenetics to study the genesis of some of the most popular cannabis strains, including Runtz, Jack Herer, and Haze varieties. We are able to identify all Runtz varieties grown in Washington State in 2022, when each variety was first tested, and who grew the variety. The groundwork is then laid to untangle the web of strains with data of propagation techniques and plant transfers. The work of creating a timeline for the emergence of each and every cannabis strain

en

54:10

PBO Did a Job on Me! Pesticide Detection in Cannabis...

Cannabis Data Science ·

2023/01/30

🐛 Join us as we uncover facts about pesticide use in the cannabis industry. Using public lab results, we identify various pesticides used and count the number of contaminated samples in Washington State. We also build a statistical model to predict the likelihood of detecting pesticides, such as Piperonyl butoxide (PBO), in cannabis flower and hydrocarbon concentrates.🤝 Join the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT |

en

65:57

Heritability of Cannabis THC and CBD Content |...

Cannabis Data Science ·

2023/01/29

🧬 Join us as we dive into the question of how much THC and CBD in cannabis is influenced by genetics versus the environment. We uncover research published 35 years ago that gives us a starting point to untangle the variation observed in THC and CBD levels. Don't miss this opportunity to learn more about cannabis and its genetics! 🤝 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.

en

84:35

The Cannlytics 2022 420 Awards | Cannabis Data...

Cannabis Data Science ·

2023/01/29

Get ready to dive into the world of cannabis sales in Washington for 2022! We crunch gigabytes to uncover the top performers in the industry. We calculate sales by licensee on a daily and monthly basis, compile statistics, and use iteration to make sure that we've got all the data we need. And the best part? We tell you exactly who sold the most on the most important day of the year, 4/20, as well as who had the highest sales for the entire year, and who had the biggest single day sales of all. Join

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44:57

Contamination and Anomaly Detection with Benford's...

Cannabis Data Science ·

2022/12/24

🕵️ Molds and diseases and pests, oh my! We confront some of the many cannabis contaminants and discuss how they affect producers and consumers alike. We also discuss the laboratories screening for contaminants and how any anomalies could be detected with an application of Benford's Law.🤝 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:

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46:07

Solutions for Cannabis QC Testing Lab Shopping |...

Cannabis Data Science ·

2022/12/20

🔬 We tackle the sticky issue of lab shopping for cannabis quality control tests: the phenomena of cannabis cultivators patronizing labs that flout quality control testing regulations.🤝 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:

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22:07

Forecasting the Future Size of a Cannabis Market |...

Cannabis Data Science ·

2022/12/15

🚀 We forecast cannabis sales (and plants) in Massachusetts for the remainder of 2021 and for 2022 using Box-Jenkins methodology (ARIMA modelling). We visualize and save the forecasts so that we can compare the forecasts with actual data in the future. 🤝 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:

en

29:04

Forecasting the Future Size of a Cannabis Market |...

Cannabis Data Science ·

2022/12/13

🚀 We forecast cannabis sales (and plants) in Massachusetts for the remainder of 2021 and for 2022 using Box-Jenkins methodology (ARIMA modelling). We visualize and save the forecasts so that we can compare the forecasts with actual data in the future.🤝 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:

en

57:40

Statistics with Big Data | Cannabis Data Science #51

Cannabis Data Science ·

2022/10/09

Calculating statistics on large datasets is difficult, but simple statistics, if able to be calculated, can provide enormous value, provide deep insights, spark ideas for future research, and identify aspects that need further magnification.Support the group: https://opencollective.com/cannlytics-companyFind the data and source code: https://github.com/cannlytics/cannabis-data-scienceJoin the meetup: https://meetup.com/cannabis-data-scienceContributors:Candace O'Sullivan-Sutherland (@candy-0)Hector

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32:22

Data Augmentation and Visualization | Cannabis Data...

Cannabis Data Science ·

2022/07/04

It is imperative to have the right tools (and data) for the task at hand. The idea is to merge objects by common factors, retaining the data points that you need in your analysis. Once you have augmented data, then you have created value by facilitating analyses that could not otherwise be performed or visualizations that can only be created with the augmented data.Get cannabis data: https://cannlytics.com/dataGet cannabis statistics: https://cannlytics.com/statsSupport the group:

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54:36

Processing Cannabinoids and Managing Inconsistencies...

Cannabis Data Science ·

2022/07/02

The lesson of the week: variability matters. We go back in time to discuss the origins of cannabinoid processing, early cannabinoid research, and the development of cannabinoid extraction techniques.Support the group: https://opencollective.com/cannlytics-companyFind the data and source code: https://github.com/cannlytics/cannabis-data-scienceCheck out Cannlytics: https://cannlytics.com

en

65:51

Predicting Laboratory Profitability | Cannabis Data...

Cannabis Data Science ·

2022/07/01

You're not going to want to miss this meetup, especially if you're a lab owner. This week at the Cannabis Data Science meetup we calculate possibly the most important metric to your bottom line. Whether or not your lab is in business in 5 years from now depends on this metric.Support the group: https://cannlytics.page.link/donateFind the data and source code: https://github.com/cannlytics/cannabis-data-science",Check out Cannlytics: https://cannlytics.com

en

128 results

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