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--- |
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pretty_name: cannabis_analytes |
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license: |
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- cc-by-4.0 |
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--- |
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# Cannabis Analytes |
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This dataset consists of analyte data for various analytes that are regularly tested for in cannabis. The dataset consists of sub-datasets for each type of test, as well as a sub-dataset that includes all analytes. |
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## Dataset Structure |
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The dataset is partitioned into 18 subsets for each state and the aggregate. |
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| State | Code | Status | |
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| [All](https://huggingface.co/datasets/cannlytics/cannabis_licenses/tree/main/data/analytes.json) | `all` | ✅ | |
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| [Cannabinoids](https://huggingface.co/datasets/cannlytics/cannabis_licenses/tree/main/data/cannabinoids.json) | `cannabinoids` | ✅ | |
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| [Terpenes](https://huggingface.co/datasets/cannlytics/cannabis_licenses/tree/main/data/terpenes.json) | `terpenes` | ✅ | |
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| Pesticides | `pesticides` | ⏳ Coming soon | |
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| Microbes | `microbes` | ⏳ Coming soon | |
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| Heavy metals | `heavy_metals` | ⏳ Coming soon | |
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| Residual solvents | `residual_solvents` | ⏳ Coming soon | |
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| Other | `other` | ⏳ Coming soon | |
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## Using the Dataset |
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You can load all the analytes, or the analytes for a specific test. For example: |
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```py |
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from datasets import load_dataset |
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# Get all of the analytes |
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dataset = load_dataset('cannlytics/cannabis_licenses', 'all') |
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analytes = dataset['data'] |
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# Get the cannabinoids. |
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dataset = load_dataset('cannlytics/cannabis_licenses', 'cannabinoids') |
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terpenes = dataset['data'] |
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# Get the terpenes. |
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dataset = load_dataset('cannlytics/cannabis_licenses', 'terpenes') |
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terpenes = dataset['data'] |
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``` |
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## Data Fields |
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Below is a non-exhaustive list of fields, used to standardize the various data that are encountered, that you may expect to find for each observation. |
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## Data Fields |
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Below is a non-exhaustive list of fields used to standardize the various data that are encountered. You may expect to find the following for each observation: |
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| Field | Example | Description | |
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|------------------------------|----------------------------------------------|------------------------------------------------------------------------------------------------------| |
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| `key` | `"thca"` | A unique ID for each analyte. | |
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| `description` | `"Δ-9-Tetrahydrocannabinol is a cannabinoid..."` | A brief description or summary about the analyte. | |
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| `name` | `"THC"` | Common name of the analyte. | |
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| `scientific_name` | `"\u0394-9-Tetrahydrocannabinol"` | The scientific name or IUPAC name of the analyte. | |
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| `type` | `"cannabinoid"` | The type or classification of the analyte (e.g., terpene, cannabinoid). | |
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| `wikipedia_url` | `"https://en.wikipedia.org/wiki/Tetrahydrocannabinol"` | The Wikipedia URL where more detailed information can be found about the analyte. | |
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| `degrades_to` | `["cannabinol"]` | A list of chemicals or substances the analyte degrades to. | |
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| `precursors` | `["thca"]` | A list of precursor chemicals or substances related to the analyte. | |
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| `subtype` | `"psychoactive"` | A sub-classification or additional details about the type of the analyte. | |
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| `cas_number` | `"1972-08-3"` | The Chemical Abstracts Service (CAS) registry number, which is a unique identifier for chemical substances.| |
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| `chemical_formula` | `"C21H30O2"` | The chemical formula of the analyte. | |
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| `molar_mass` | `"314.5 g/mol"` | The molar mass of the analyte. | |
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| `density` | `"1.0±0.1 g/cm3"` | The density of the analyte. | |
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| `boiling_point` | `"383.5±42.0 °C"` | The boiling point of the analyte. | |
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| `image_url` | `"https://example.com/image.jpg"` | URL of an image representing the analyte. | |
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| `chemical_formula_image_url` | `"https://example.com/formula_image.jpg"` | URL of an image representing the chemical formula of the analyte. | |
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## Data Splits |
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The data is split into subsets by analysis. You can retrieve all analytes by requesting the `all` subset. |
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```py |
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from datasets import load_dataset |
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# Get all cannabis licenses. |
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dataset = load_dataset('cannlytics/cannabis_licenses', 'all') |
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data = dataset['data'] |
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``` |
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## Curation Rationale |
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This dataset provides a standard set of analyte data for [cannabis tests](https://huggingface.co/datasets/cannlytics/cannabis_tests). |
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## Data Collection and Normalization |
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The `get_cannabis_analytes.py` routine is used to normalize values collected from Wikipedia. |
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## Known Limitations |
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The datasets are not complete and may include inaccurate information. |
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## Dataset Curators |
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Curated by [🔥Cannlytics](https://cannlytics.com)<br> |
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<contact@cannlytics.com> |
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## License |
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``` |
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Copyright (c) 2023 Cannlytics |
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The files associated with this dataset are licensed under a |
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Creative Commons Attribution 4.0 International license. |
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You can share, copy and modify this dataset so long as you give |
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appropriate credit, provide a link to the CC BY license, and |
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indicate if changes were made, but you may not do so in a way |
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that suggests the rights holder has endorsed you or your use of |
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the dataset. Note that further permission may be required for |
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any content within the dataset that is identified as belonging |
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to a third party. |
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``` |
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## Contributions |
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Thanks to [🔥Cannlytics](https://cannlytics.com), [@candy-o](https://github.com/candy-o), [@keeganskeate](https://github.com/keeganskeate), and the entire [Cannabis Data Science Team](https://meetup.com/cannabis-data-science/members) for their contributions. |
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