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videos.json
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[
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_1_thumbnail.png?alt=media&token=23f3496f-fe53-4b3c-ba83-3322adfba76f",
"description": "Join the fun, zany bunch on our first Cannabis Data Science meetup as we begin to wrangle the firehose of data that the Washington State traceability system offers to the public.\n\nSupport the group: https://opencollective.com/cannlytics-company Find the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-1",
"length": "1:03:28",
"number": 1,
"published": "2021-02-10T00:00:00+00:00",
"published_at": "2021-02-10",
"short_title": "Get Data",
"size": "1.29 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/01-get-data",
"thumbnail": "",
"title": "Get Data | Cannabis Data Science Episode 1",
"video_id": "cannabis-data-science-episode-1",
"video_url": "https://youtu.be/wYmdfsHvSDs",
"youtube_id": "wYmdfsHvSDs",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_2_thumbnail.png?alt=media&token=359497bd-6130-45cb-900e-b499f53bc543",
"description": "This week we begin to look at the firehose of data that the Washington State traceability system offers to the public.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-2",
"length": "",
"number": 2,
"published": "2021-02-17T00:00:00+00:00",
"published_at": "2021-02-17",
"short_title": "Look at the Data",
"size": "1.25 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/02-look-at-the-data",
"thumbnail": "",
"title": "Look at the Data | Cannabis Data Science Episode 2",
"video_id": "cannabis-data-science-episode-2",
"video_url": "https://youtu.be/M1BNzYqyFEY",
"youtube_id": "M1BNzYqyFEY",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_3_thumbnail.png?alt=media&token=4a39df86-5d60-445c-812e-dbb5828302e8",
"description": "This week we begin to wrangle the firehose of data that the Washington State traceability system offers to the public.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-3",
"length": "",
"number": 3,
"published": "2021-02-24T00:00:00+00:00",
"published_at": "2021-02-24",
"short_title": "Data Wrangling",
"size": "1.21 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/03-wrangle-the-data",
"thumbnail": "",
"title": "Data Wrangling | Cannabis Data Science Episode 3",
"video_id": "cannabis-data-science-episode-3",
"video_url": "https://youtu.be/ul6A3UrwYmQ",
"youtube_id": "ul6A3UrwYmQ",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_4_thumbnail.png?alt=media&token=e386df95-9e31-46da-bdd1-df78f70dcc61",
"description": "This week we build a simple API to access the firehose of data that the Washington State traceability system offers to the public.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-4",
"length": "",
"number": 4,
"published": "2021-03-03T00:00:00+00:00",
"published_at": "2021-03-03",
"short_title": "API Exploration",
"size": "1.13 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/04-explore-the-data",
"thumbnail": "",
"title": "API Exploration | Cannabis Data Science Episode 4",
"video_id": "cannabis-data-science-episode-4",
"video_url": "https://youtu.be/8iIQi2kqE4Y",
"youtube_id": "8iIQi2kqE4Y",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_5_thumbnail.png?alt=media&token=3702112a-8782-410f-a5c6-5265a682f80e",
"description": "This week we estimate competitive wage rates for workers in the Colorado cannabis market with data that the Colorado Marijuana Enforcement Division publishes.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-5",
"length": "",
"number": 5,
"published": "2021-03-10T00:00:00+00:00",
"published_at": "2021-03-10",
"short_title": "Competitive Wages",
"size": "1.33 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/05-competitive-wages",
"thumbnail": "",
"title": "Competitive Wages | Cannabis Data Science Episode 5",
"video_id": "cannabis-data-science-episode-5",
"video_url": "https://youtu.be/lWGpzBMPghI",
"youtube_id": "lWGpzBMPghI",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_6_thumbnail.png?alt=media&token=a1de8db5-c6e4-4cd8-8fee-6fecceac0983",
"description": "This week we estimate competitive interest rates in the Colorado cannabis market using data published by the Colorado Marijuana Enforcement Division.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-6",
"length": "",
"number": 6,
"published": "2021-03-17T00:00:00+00:00",
"published_at": "2021-03-17",
"short_title": "Competitive Interest Rates",
"size": "871.3 MB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/06-competitive-interest-rates",
"thumbnail": "",
"title": "Competitive Interest Rates | Cannabis Data Science Episode 6",
"video_id": "cannabis-data-science-episode-6",
"video_url": "https://youtu.be/pxvLmo0cfqQ",
"youtube_id": "pxvLmo0cfqQ",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_7_thumbnail.png?alt=media&token=938deca7-a99f-4ee4-82a9-83e5bb2058e9",
"description": "This week we begin to estimate market concentration using data that the Washington State traceability system offers to the public.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-7",
"length": "",
"number": 7,
"published": "2021-03-24T00:00:00+00:00",
"published_at": "2021-03-24",
"short_title": "Market Concentration",
"size": "517.9 MB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/07-market-concentration",
"thumbnail": "",
"title": "Market Concentration | Cannabis Data Science Episode 7",
"video_id": "cannabis-data-science-episode-7",
"video_url": "https://youtu.be/ZRrrJFcfzoc",
"youtube_id": "ZRrrJFcfzoc",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_8_thumbnail.png?alt=media&token=e52ffd11-ddb0-4367-8820-23a117f13b91",
"description": "This week we go over the 10 commandments of forecasting and begin to forecast.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-8",
"length": "",
"number": 8,
"published": "2021-03-31T00:00:00+00:00",
"published_at": "2021-03-31",
"short_title": "Introduction to Forecasting",
"size": "994.5 MB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/08-introduction-to-forecasting",
"thumbnail": "",
"title": "Introduction to Forecasting | Cannabis Data Science Episode 8",
"video_id": "cannabis-data-science-episode-8",
"video_url": "https://youtu.be/io6g2MHYpo0",
"youtube_id": "io6g2MHYpo0",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_9_thumbnail.png?alt=media&token=9d305414-0320-463d-922f-47a585283da2",
"description": "This week we begin to talk traceability and discuss how communication is critical when integrating software systems.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-9",
"length": "",
"number": 9,
"published": "2021-04-07T00:00:00+00:00",
"published_at": "2021-04-07",
"short_title": "Traceability and Communication",
"size": "1.54 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/09-traceability",
"thumbnail": "",
"title": "Traceability and Communication | Cannabis Data Science Episode 9",
"video_id": "cannabis-data-science-episode-9",
"video_url": "https://youtu.be/tyDAlln7ShY",
"youtube_id": "tyDAlln7ShY",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_10.png?alt=media&token=ecfb5d7f-cb31-4f0c-a8ba-96da19c44bd3",
"description": "This week we estimate inflation in the Oregon cannabis market and begin to make forecasts for inflation in 2021.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-10",
"length": "",
"number": 10,
"published": "2021-04-14T00:00:00+00:00",
"published_at": "2021-04-14",
"short_title": "Inflation Part One",
"size": "1.78 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/10-inflation-part-1",
"thumbnail": "",
"title": "Inflation Part One | Cannabis Data Science Episode 10",
"video_id": "cannabis-data-science-episode-10",
"video_url": "https://youtu.be/MnPSIl1UaB8",
"youtube_id": "MnPSIl1UaB8",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_11_thumbnail.png?alt=media&token=e9325627-98b5-4173-85d1-25cf1e18c7d9",
"description": "This week we review our model for inflation in Oregon and go over our forecasts for inflation in 2021.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-11",
"length": "",
"number": 11,
"published": "2021-04-21T00:00:00+00:00",
"published_at": "2021-04-21",
"short_title": "Inflation Part Two",
"size": "1.2 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/11-inflation-part-2",
"thumbnail": "",
"title": "Inflation Part Two | Cannabis Data Science Episode 11",
"video_id": "cannabis-data-science-episode-11",
"video_url": "https://youtu.be/SgvT8WWJhOo",
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"description": "This week we go over the lab testing process and the steps labs take to stay in compliance with traceability systems.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-12",
"length": "",
"number": 12,
"published": "2021-04-28T00:00:00+00:00",
"published_at": "2021-04-28",
"short_title": "Lab Results and Traceability",
"size": "1.17 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/12-lab-results",
"thumbnail": "",
"title": "Lab Results and Traceability | Cannabis Data Science Episode 12",
"video_id": "cannabis-data-science-episode-12",
"video_url": "https://youtu.be/n5KsY2WMxtA",
"youtube_id": "n5KsY2WMxtA",
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"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_13.png?alt=media&token=230a9aff-1ec2-47c3-8a93-b469b4a0c208",
"description": "This week we discuss and analyze the large amount of biomass waste that is generated by cannabis cultivation.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-13",
"length": "",
"number": 13,
"published": "2021-05-05T00:00:00+00:00",
"published_at": "2021-05-05",
"short_title": "Waste Analytics",
"size": "1.12 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/13-waste-analytics",
"thumbnail": "",
"title": "Waste Analytics | Cannabis Data Science Episode 13",
"video_id": "cannabis-data-science-episode-13",
"video_url": "https://youtu.be/pz0nthr08Ko",
"youtube_id": "pz0nthr08Ko",
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},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_14_thumbnail.png?alt=media&token=c78893fa-1736-4e15-8a1b-959ab39b9ce1",
"description": "This week we begin to wrangle the firehose of data that the Washington State traceability system offers to the public.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-14",
"length": "",
"number": 14,
"published": "2021-05-12T00:00:00+00:00",
"published_at": "2021-05-12",
"short_title": "Track and Trace",
"size": "1.58 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/14-tracking-data",
"thumbnail": "",
"title": "Track and Trace | Cannabis Data Science Episode 14",
"video_id": "cannabis-data-science-episode-14",
"video_url": "https://youtu.be/FokKbwhglZQ",
"youtube_id": "FokKbwhglZQ",
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"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_15_thumbnail.png?alt=media&token=a981cc61-4a01-4b41-955b-38760bd214d8",
"description": "This week we begin to discuss the breakdown of consumer purchases using data that the Washington State traceability system offers to the public.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-15",
"length": "",
"number": 15,
"published": "2021-05-19T00:00:00+00:00",
"published_at": "2021-05-19",
"short_title": "Market Basket Analysis",
"size": "1.06 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/15-market-basket-analysis",
"thumbnail": "",
"title": "Market Basket Analysis | Cannabis Data Science Episode 15",
"video_id": "cannabis-data-science-episode-15",
"video_url": "https://youtu.be/aWCELcMoZO0",
"youtube_id": "aWCELcMoZO0",
"keywords": []
},
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"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_16_thumbnail.png?alt=media&token=0bdf3a5e-1539-45f1-b9ec-45a8f86209bb",
"description": "This week we begin to discuss how to use binary models to analyze cannabis data.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-16",
"length": "",
"number": 16,
"published": "2021-05-26T00:00:00+00:00",
"published_at": "2021-05-26",
"short_title": "Binary Data",
"size": "1.48 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/16-binary-data",
"thumbnail": "",
"title": "Binary Data | Cannabis Data Science Episode 16",
"video_id": "cannabis-data-science-episode-16",
"video_url": "https://youtu.be/mmCgqxOqyJw",
"youtube_id": "mmCgqxOqyJw",
"keywords": []
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"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_17_thumbnail.png?alt=media&token=4e576681-7a0e-495c-9a16-52fe47ee5d60",
"description": "This week we begin to analyze the data that the Oklahoma Medical Marijuana Authority (OMMA) makes available to the public.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-17",
"length": "",
"number": 17,
"published": "2021-06-02T00:00:00+00:00",
"published_at": "2021-06-02",
"short_title": "Crunching Numbers in Oklahoma",
"size": "1.4 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/17-crunching-numbers-in-oklahoma",
"thumbnail": "",
"title": "Crunching Numbers in Oklahoma | Cannabis Data Science Episode 17",
"video_id": "cannabis-data-science-episode-17",
"video_url": "https://youtu.be/n3ARS3iUuMI",
"youtube_id": "n3ARS3iUuMI",
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"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_18_thumbnail.png?alt=media&token=ead2afba-1486-485e-b1c9-ef975fefef3a",
"description": "This week we prepare more forecasts for 2021 using public cannabis data.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-18",
"length": "",
"number": 18,
"published": "2021-06-09T00:00:00+00:00",
"published_at": "2021-06-09",
"short_title": "Better Data, More Forecasts",
"size": "2.39 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/18-better-data-more-forecasts",
"thumbnail": "",
"title": "Better Data, More Forecasts | Cannabis Data Science Episode 18",
"video_id": "cannabis-data-science-episode-18",
"video_url": "https://youtu.be/_7ZMZGtGaNw",
"youtube_id": "_7ZMZGtGaNw",
"keywords": []
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"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_19_thumbnail.png?alt=media&token=f31e7276-6e14-401a-b3d1-ea80f3e6bb84",
"description": "This week we discuss laboratory testing requirements in the cannabis industry, how lab tests are performed, and how labs operate.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-19",
"length": "",
"number": 19,
"published": "2021-06-16T00:00:00+00:00",
"published_at": "2021-06-16",
"short_title": "Testing and Analysis",
"size": "2.76 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/19-lab-testing",
"thumbnail": "",
"title": "Testing and Analysis | Cannabis Data Science Episode 19",
"video_id": "cannabis-data-science-episode-19",
"video_url": "https://youtu.be/UoSxwfGgZgg",
"youtube_id": "UoSxwfGgZgg",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_20_thumbnail.png?alt=media&token=f61683a9-9d04-48a3-866e-46e430c3f357",
"description": "This week we talk about software that labs use in their operations.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-20",
"length": "",
"number": 20,
"published": "2021-06-23T00:00:00+00:00",
"published_at": "2021-06-23",
"short_title": "Laboratory Software",
"size": "2.14 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/20-lab-software",
"thumbnail": "",
"title": "Laboratory Software | Cannabis Data Science Episode 20",
"video_id": "cannabis-data-science-episode-20",
"video_url": "https://youtu.be/zpgaXhPWD5Q",
"youtube_id": "zpgaXhPWD5Q",
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},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_21_thumbnail.png?alt=media&token=028d282b-46c7-4ea1-b039-bb3b89fc13a3",
"description": "This week we discuss transportation costs and sales in Michigan using data that the CRA makes available to the public.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-21",
"length": "",
"number": 21,
"published": "2021-06-30T00:00:00+00:00",
"published_at": "2021-06-30",
"short_title": "Transportation Costs",
"size": "1.44 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/21-transportation-costs",
"thumbnail": "",
"title": "Transportation Costs | Cannabis Data Science Episode 21",
"video_id": "cannabis-data-science-episode-21",
"video_url": "https://youtu.be/kaFJ8HIqQx0",
"youtube_id": "kaFJ8HIqQx0",
"keywords": []
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"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_22_thumbnail.png?alt=media&token=d743dec9-77dc-432a-a8cd-8e752295776e",
"description": "This week we begin to collect and analyze data from the Midwestern Hemp Database published by the University of Illinois.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-22",
"length": "",
"number": 22,
"published": "2021-07-07T00:00:00+00:00",
"published_at": "2021-07-07",
"short_title": "Hemp Analysis Part One",
"size": "1.34 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/22-hemp-analysis-part-1",
"thumbnail": "",
"title": "Hemp Analysis Part One | Cannabis Data Science Episode 22",
"video_id": "cannabis-data-science-episode-22",
"video_url": "https://youtu.be/wsBG7PtwaDc",
"youtube_id": "wsBG7PtwaDc",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_23_thumbnail.png?alt=media&token=6727244d-bc53-4f44-a794-7d4f555131d3",
"description": "This week we build a simple model to try to predict when hemp may test above the permitted concentration of THC using the Midwestern Hemp Database.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-23",
"length": "",
"number": 23,
"published": "2021-07-14T00:00:00+00:00",
"published_at": "2021-07-14",
"short_title": "Hemp Analysis Part Two",
"size": "1.72 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/23-hemp-analysis-part-2",
"thumbnail": "",
"title": "Hemp Analysis Part Two | Cannabis Data Science Episode 23",
"video_id": "cannabis-data-science-episode-23",
"video_url": "https://youtu.be/_LvL0rDrEmo",
"youtube_id": "_LvL0rDrEmo",
"keywords": []
},
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"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_24_thumbnail.png?alt=media&token=34bc28e1-0cdb-4606-b8ea-b7ad4c52d03b",
"description": "This week we begin to analyze cannabinoid data that the Washington State traceability system offers to the public.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-24",
"length": "00:53:28",
"number": 24,
"published": "2021-07-21T00:00:00+00:00",
"published_at": "2021-07-21",
"short_title": "Cannabinoid Analysis Part One",
"size": "1.16 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/24-cannabinoid-analysis-part-1",
"thumbnail": "",
"title": "Cannabinoid Analysis Part One | Cannabis Data Science Episode 24",
"video_id": "cannabis-data-science-episode-24",
"video_url": "https://youtu.be/Ixaoan-7tOs",
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},
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"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_25_thumbnail.png?alt=media&token=12816f2f-246e-49e9-a300-83c46d015c17",
"description": "This week we continue our analysis of the cannabinoid data that the Washington State traceability system offers to the public.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-25",
"length": "01:10:27",
"number": 25,
"published": "2021-07-28T00:00:00+00:00",
"published_at": "2021-07-28",
"short_title": "Cannabinoid Analysis Part Two",
"size": "2.48 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/25-cannabinoid-analysis-part-2",
"thumbnail": "",
"title": "Cannabinoid Analysis Part Two | Cannabis Data Science Episode 25",
"video_id": "cannabis-data-science-episode-25",
"video_url": "https://youtu.be/ZfgFwijbf8c",
"youtube_id": "ZfgFwijbf8c",
"keywords": []
},
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"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_26_thumbnail.png?alt=media&token=e8987ca0-007b-4f83-8f02-dc0e912b2bfc",
"description": "This week we discuss residual solvent detections and thresholds using data that Washington State traceability system offers to the public.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-26",
"length": "01:03:59",
"number": 26,
"published": "2021-08-04T00:00:00+00:00",
"published_at": "2021-08-04",
"short_title": "Residual Solvents",
"size": "1.52 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/26-residual-solvents",
"thumbnail": "",
"title": "Residual Solvents | Cannabis Data Science Episode 26",
"video_id": "cannabis-data-science-episode-26",
"video_url": "https://youtu.be/99OB7XKWktE",
"youtube_id": "99OB7XKWktE",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_27_thumbnail.png?alt=media&token=e29e1501-0288-4123-a93d-5c09406c8c05",
"description": "We begin cannabis sales analysis with groundbreaking research by Paul Kitko who identifies cannabis dispensary purchase patterns using economics and data science.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST. Support the group: https://opencollective.com/cannlytics-company Find the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-27",
"length": "01:02:23",
"number": 27,
"published": "2021-08-11T00:00:00+00:00",
"published_at": "2021-08-11",
"short_title": "Cannabis Sales Part One",
"size": "1.23 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/27-cannabis-sales-part-1",
"thumbnail": "",
"title": "Cannabis Sales Part One | Cannabis Data Science Episode 27",
"video_id": "cannabis-data-science-episode-27",
"video_url": "https://youtu.be/ub_H3gKhuOM",
"youtube_id": "ub_H3gKhuOM",
"keywords": []
},
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"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_28_thumbnail.png?alt=media&token=afe6191b-b2ea-4900-98c6-3103c8bfc060",
"description": "We continue to analyze cannabis sales, expanding our analysis to all states with permitted recreational and/or medicinal cannabis.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-28",
"length": "01:00:57",
"number": 28,
"published": "2021-08-18T00:00:00+00:00",
"published_at": "2021-08-18",
"short_title": "Cannabis Sales Part Two",
"size": "1.60 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/28-cannabis-sales-part-2",
"thumbnail": "",
"title": "Cannabis Sales Part Two | Cannabis Data Science Episode 28",
"video_id": "cannabis-data-science-episode-28",
"video_url": "https://youtu.be/RH1Dh4WaTlk",
"youtube_id": "RH1Dh4WaTlk",
"keywords": []
},
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"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_29_thumbnail.png?alt=media&token=5f2e9e9a-b463-4d56-ac16-c8efdcd77193",
"description": "After a 'snafu' on Wednesday, we manage to analyze 4 types of cannabis in Washington State, from 'Paris' Las Vegas.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-29",
"length": "00:53:36",
"number": 29,
"published": "2021-08-26T00:00:00+00:00",
"published_at": "2021-08-26",
"short_title": "Looking at Cannabis Types from Las Vegas",
"size": "2.05 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/29-cannabis-types",
"thumbnail": "",
"title": "Looking at Cannabis Types from Las Vegas | Cannabis Data Science Episode 29",
"video_id": "cannabis-data-science-episode-29",
"video_url": "https://youtu.be/tzNZ7XaFC-s",
"youtube_id": "tzNZ7XaFC-s",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_30_thumbnail.png?alt=media&token=0cabe67f-4b9d-42e2-b7c2-1b06ba9d0d6b",
"description": "This week we big looking at measure of market competitiveness, licensees per capita, along geographic lines in Oklahoma.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-30",
"length": "01:11:17",
"number": 30,
"published": "2021-09-01T00:00:00+00:00",
"published_at": "2021-09-01",
"short_title": "Mapping Licensees per Capita Part One",
"size": "2.12 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/30-mapping-licensees-per-capita",
"thumbnail": "",
"title": "Mapping Licensees per Capita Part One | Cannabis Data Science Episode 30",
"video_id": "cannabis-data-science-episode-30",
"video_url": "https://youtu.be/tOVfH_MqQw8",
"youtube_id": "tOVfH_MqQw8",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_31_thumbnail.png?alt=media&token=f51784b5-cfe4-40b7-8ffd-fcd22a64ba5a",
"description": "Discussions of market competitiveness and scale led us to a fruitful discussion of barriers to entry, including high capital costs, both financial and human.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-31",
"length": "01:01:12",
"number": 31,
"published": "2021-09-08T00:00:00+00:00",
"published_at": "2021-09-08",
"short_title": "Barriers to Entry and Market Competitiveness",
"size": "1.55 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/31-barriers-to-entry",
"thumbnail": "",
"title": "Barriers to Entry and Market Competitiveness | Cannabis Data Science Episode 31",
"video_id": "cannabis-data-science-episode-31",
"video_url": "https://youtu.be/ttQo648ausM",
"youtube_id": "ttQo648ausM",
"keywords": []
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{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_32_thumbnail.png?alt=media&token=f4c37118-55b7-47f5-b279-62efd71f7c60",
"description": "Terpene data galore! We discover a treasure trove of public cannabis terpene data published graciously by Connecticut Open Data and calculate the prevalence of various terpenes.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-32",
"length": "01:05:41",
"number": 32,
"published": "2021-09-15T00:00:00+00:00",
"published_at": "2021-09-15",
"short_title": "Terpene Analysis Part One",
"size": "2.00 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/32-terpene-analysis-part-1",
"thumbnail": "",
"title": "Terpene Analysis Part One | Cannabis Data Science Episode 32",
"video_id": "cannabis-data-science-episode-32",
"video_url": "https://youtu.be/hKWYb4Fitk4",
"youtube_id": "hKWYb4Fitk4",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_33_thumbnail.png?alt=media&token=963edf6a-975c-402e-90ed-06204ee61c67",
"description": "An extraordinary day of cannabinoid and terpene data crunching followed by data exploration in Massachusetts.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-33",
"length": "1:08:44",
"number": 33,
"published": "2021-09-22T00:00:00+00:00",
"published_at": "2021-09-22",
"short_title": "Terpene Analysis Part Two",
"size": "1.45 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/33-terpene-analysis-part-2",
"thumbnail": "",
"title": "Terpene Analysis Part Two | Cannabis Data Science Episode 33",
"video_id": "cannabis-data-science-episode-33",
"video_url": "https://youtu.be/pnBt7IW5Wp8",
"youtube_id": "pnBt7IW5Wp8",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_34_thumbnail.png?alt=media&token=33c24c59-629a-48f6-8456-06ca009471fb",
"description": "Today we break new ground by estimating GDP from permitted adult-use cannabis in Massachusetts.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-34",
"length": "01:15:02",
"number": 34,
"published": "2021-09-29T00:00:00+00:00",
"published_at": "2021-09-29",
"short_title": "Measuring Cannabis GDP",
"size": "2.50 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/34-measuring-cannabis-gdp",
"thumbnail": "",
"title": "Measuring Cannabis GDP | Cannabis Data Science Episode 34",
"video_id": "cannabis-data-science-episode-34",
"video_url": "https://youtu.be/9SaIdQTI_50",
"youtube_id": "9SaIdQTI_50",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_35_thumbnail.png?alt=media&token=9255613e-8937-4c72-8f3b-44cc4284bfbc",
"description": "Today we conduct a partial equilibrium analysis of the cannabis industry in Massachusetts, estimating prices, wages, and rates of return.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-35",
"length": "01:06:02",
"number": 35,
"published": "2021-10-06T00:00:00+00:00",
"published_at": "2021-10-06",
"short_title": "Equilibrium Analysis",
"size": "2.07 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/35-equilibrium-analysis",
"thumbnail": "",
"title": "Equilibrium Analysis | Cannabis Data Science Episode 35",
"video_id": "cannabis-data-science-episode-35",
"video_url": "https://youtu.be/36XNNvU2Jrk",
"youtube_id": "36XNNvU2Jrk",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_36.png?alt=media&token=f02c7109-7afe-4fd5-b61f-8035925de20d",
"description": "We attempt to fit economic models using Massachusetts cannabis data and explore model pitfalls and bias.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-36",
"length": "01:05:26",
"number": 36,
"published": "2021-10-13T00:00:00+00:00",
"published_at": "2021-10-13",
"short_title": "Model Estimation and Bias",
"size": "1.44 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/36-model-estimation-and-bias",
"thumbnail": "",
"title": "Model Estimation and Bias | Cannabis Data Science Episode 36",
"video_id": "cannabis-data-science-episode-36",
"video_url": "https://youtu.be/f0wNtGWYObo",
"youtube_id": "f0wNtGWYObo",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_37.png?alt=media&token=4dd6808b-3a9e-4cf1-a906-419ff81912a3",
"description": "Albeit impromptu, we manage to discuss the history of quality assurance in the cannabis industry and how it was curiously spurred by the hops latent viroid.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-37",
"length": "0:22:14",
"number": 37,
"published": "2021-10-20T00:00:00+00:00",
"published_at": "2021-10-20",
"short_title": "A Brief History of Cannabis QA",
"size": "2.38 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/37-cannabis-quality-control",
"thumbnail": "",
"title": "A Brief History of Cannabis QA | Cannabis Data Science Episode 37",
"video_id": "cannabis-data-science-episode-37",
"video_url": "https://youtu.be/9832nVpRk50",
"youtube_id": "9832nVpRk50",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_38.png?alt=media&token=d6af1ce7-4d3f-4f6e-9483-1e80ec1983e2",
"description": "Today we apply the 10 commandments of forecasting and utilize a nifty vector autoregressive (VAR) model to forecast cannabis sales in Massachusetts. \n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-38",
"length": "01:13:54",
"number": 38,
"published": "2021-10-27T00:00:00+00:00",
"published_at": "2021-10-27",
"short_title": "Forecasting Sales and Inflation",
"size": "1.90 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/38-forecasting-sales-and-inflation",
"thumbnail": "",
"title": "Forecasting Sales and Inflation | Cannabis Data Science Episode 38",
"video_id": "cannabis-data-science-episode-38",
"video_url": "https://youtu.be/EJB7Pqbik-E",
"youtube_id": "EJB7Pqbik-E",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_39.png?alt=media&token=c0de9972-ec14-43a4-9bd7-0a8aad30120c",
"description": "Today we utilize a number of techniques that we have covered to perform a powerful market analysis of Massachusetts' cannabis market and begin to predict market performance in Massachusetts in the coming year, 2022.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-39",
"length": "01:17:41",
"number": 39,
"published": "2021-11-03T00:00:00+00:00",
"published_at": "2021-11-03",
"short_title": "Predicting Market Performance Part One",
"size": "2.02 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/39-predicting-market-performance-part-1",
"thumbnail": "",
"title": "Predicting Market Performance Part One | Cannabis Data Science Episode 39",
"video_id": "cannabis-data-science-episode-39",
"video_url": "https://youtu.be/-a5MNbb1kSA",
"youtube_id": "-a5MNbb1kSA",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_40_alt.png?alt=media&token=6ae7a8a4-f494-49b7-8b02-9de2fadf8da4",
"description": "Today we talk about the history of the structure-conduct-performance paradigm in the industrial organization field of economics and how economic models can be used to analyze regulatory policy, the potential for collusion, and market competition and concentration.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-40",
"length": "01:06:06",
"number": 40,
"published": "2021-11-10T00:00:00+00:00",
"published_at": "2021-11-10",
"short_title": "Predicting Market Performance Part Two",
"size": "1.02 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/40-predicting-market-performance-part-2",
"thumbnail": "",
"title": "Predicting Market Performance Part Two | Cannabis Data Science Episode 40",
"video_id": "cannabis-data-science-episode-40",
"video_url": "https://youtu.be/JM0qooVXgPU",
"youtube_id": "JM0qooVXgPU",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_41.png?alt=media&token=311ec641-5341-4acd-b178-a8711ff412fd",
"description": "We finally complete our market analysis of Massachusetts. We successfully quantify the market, predict its future performance, and discuss the market implications, both past and future.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-41",
"length": "01:06:07",
"number": 41,
"published": "2021-11-17T00:00:00+00:00",
"published_at": "2021-11-17",
"short_title": "Predicting Market Performance Part Three",
"size": "1.63 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/41-predicting-market-performance-part-3",
"thumbnail": "",
"title": "Predicting Market Performance Part Three | Cannabis Data Science Episode 41",
"video_id": "cannabis-data-science-episode-41",
"video_url": "https://youtu.be/PIEV94TKYt4",
"youtube_id": "PIEV94TKYt4",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_41_q_and_a.png?alt=media&token=4ea373d8-207c-44c0-a99d-b25ea47c6e14",
"description": "We discuss the market implications of our analysis of Massachusetts and brainstorm ideas for comparative analysis with additional states.\n\nJoin the fun, data wrangling, and analytics in the Cannabis Data Science meetup, every Wednesday at 8:30am PST | 10:30am CDT | 11:30am EST.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-41-q-and-a",
"length": "00:21:31",
"number": 42,
"published": "2021-11-17T00:00:00+00:00",
"published_at": "2021-11-17",
"short_title": "Predicting Market Performance Q & A",
"size": "1.21 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/41-predicting-market-performance-part-3",
"thumbnail": "",
"title": "Predicting Market Performance Q & A | Cannabis Data Science Episode 41",
"video_id": "cannabis-data-science-episode-41-q-and-a",
"video_url": "https://youtu.be/3uVs2p3PB-4",
"youtube_id": "3uVs2p3PB-4",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_42.png?alt=media&token=b1d79e0b-3e14-425a-9dac-bb32b798a677",
"description": "Happy thanksgiving! Today we begin to compare the structure and performance of cannabis dispensaries in various states with adult-use cannabis. We uncover an interesting pattern that warrants further investigation.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-42",
"length": "01:08:06",
"number": 43,
"published": "2021-11-24T00:00:00+00:00",
"published_at": "2021-11-24",
"short_title": "Comparative Analysis",
"size": "2.20 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/42-comparative-analysis",
"thumbnail": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_42.png?alt=media&token=b1d79e0b-3e14-425a-9dac-bb32b798a677",
"title": "Comparative Analysis | Cannabis Data Science Episode 42",
"video_id": "cannabis-data-science-episode-42",
"video_url": "https://youtu.be/SDSuM3b8m5w",
"youtube_id": "SDSuM3b8m5w",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_43.png?alt=media&token=6bc90fdb-d7ed-423b-8abc-e574ea591363",
"description": "The Cannabis Data Science meetup group come back strong with an impactful discussion of economic surplus in the cannabis market.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-43",
"length": "01:02:41",
"number": 44,
"published": "2021-12-08T00:00:00+00:00",
"published_at": "2021-12-08",
"short_title": "Economic Surplus",
"size": "1.88 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-1/43-economic-surplus",
"thumbnail": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_43.png?alt=media&token=6bc90fdb-d7ed-423b-8abc-e574ea591363",
"title": "Economic Surplus | Cannabis Data Science Episode 43",
"video_id": "cannabis-data-science-episode-43",
"video_url": "https://youtu.be/bMP2KShXhbU",
"youtube_id": "bMP2KShXhbU",
"keywords": []
},
{
"cover_image_url": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_44.png?alt=media&token=0d54e7db-0009-4844-8c4d-5294931bb63c",
"description": "We see-through our analysis of cannabis markets by concretely measuring market structure. We can now confidently classify the competitiveness of cannabis markets!\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-44",
"length": "01:06:55",
"number": 45,
"published": "2021-12-15T00:00:00+00:00",
"published_at": "2021-12-15",
"short_title": "Measuring Market Structure",
"size": "2.48 GB",
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"id": "cannabis-data-science-episode-49",
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"id": "cannabis-data-science-episode-51",
"length": "00:57:40",
"number": 52,
"published": "2022-02-02T00:00:00+00:00",
"published_at": "2022-02-02",
"short_title": "Statistics with Big Data",
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"thumbnail": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_51.png?alt=media&token=59a7878f-f717-4b36-a2a2-109f4af1327a",
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"description": "1,000,000+ more miles this year, easy! Keep on trucking Washington State couriers! This week we look at the total number of transfers by licensee and by license type as we create various novel maps. Check out these stats and more next week with the Cannabis Data Science meetup group.\n\nSupport the group: https://opencollective.com/cannlytics-company\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science",
"id": "cannabis-data-science-episode-52",
"length": "01:05:19",
"number": 53,
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"published_at": "2022-02-09",
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"id": "cannabis-data-science-episode-53",
"length": "01:06:57",
"number": 54,
"published": "2022-02-16T00:00:00+00:00",
"published_at": "2022-02-16",
"short_title": "Spatial Analysis",
"size": "1.99 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-2/52-logistics-and-transportation-statistics",
"thumbnail": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_53.png?alt=media&token=5974ea61-8f2a-4481-afde-827ba754e06c",
"title": "Spatial Analysis | Cannabis Data Science Episode 53",
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"description": "This week we extended our analysis to include taxes! Check out the latest and greatest research on the fundamentals of the cannabis industry. Have any good ideas? Extend the discussion in the comments or on Slack.\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science\n\nJoin us at the next meetup: https://meetup.com/cannabis-data-science",
"id": "cannabis-data-science-episode-54",
"length": "01:04:50",
"number": 55,
"published": "2022-02-23T00:00:00+00:00",
"published_at": "2022-02-23",
"short_title": "The Effects of Taxes",
"size": "1.82 GB",
"source_code_url": "https://github.com/cannlytics/cannabis-data-science/tree/main/season-2/53-spatial-analysis",
"thumbnail": "https://firebasestorage.googleapis.com/v0/b/cannlytics.appspot.com/o/public%2Fcannabis_data_science%2Fbackgrounds%2Fcannabis_data_science_number_54.png?alt=media&token=d1a307c2-16da-4540-85bd-c4ea29f89473",
"title": "The Effects of Taxes | Cannabis Data Science Episode 54",
"video_id": "cannabis-data-science-episode-54",
"video_url": "https://youtu.be/qLZ8-M06rGY",
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"description": "From sunny San Diego we talk about the latest and greatest cannabis research and the questions that the Cannabis Data Science team can answer this year with rich, publicly available data that is sitting there like a pile of gold nuggets on a table, free for the taking!\n\nFind the data and source code: https://github.com/cannlytics/cannabis-data-science\n\nJoin us at the next meetup: https://meetup.com/cannabis-data-science",
"id": "cannabis-data-science-episode-55",
"length": "01:03:33",
"number": 56,
"published": "2022-03-02T00:00:00+00:00",
"published_at": "2022-03-02",
"short_title": "Discussing the State of Cannabis Research",