---

financial_tweets

Note

ID: catalog.cards.financial_tweets | Type: TaskCard

{
    "loader": {
        "path": "zeroshot/twitter-financial-news-topic",
        "type": "load_hf"
    },
    "preprocess_steps": [
        {
            "mix": {
                "test": "validation",
                "train": "train[85%]",
                "validation": "train[15%]"
            },
            "type": "split_random_mix"
        },
        {
            "mappers": {
                "label": {
                    "0": "analyst update",
                    "1": "fed and central banks",
                    "10": "gold, metals and materials",
                    "11": "initial public offering",
                    "12": "legal and regulation",
                    "13": "mergers, acquisitions and investments",
                    "14": "macro",
                    "15": "markets",
                    "16": "politics",
                    "17": "personnel change",
                    "18": "stock commentary",
                    "19": "stock movement",
                    "2": "company and product news",
                    "3": "treasuries and corporate debt",
                    "4": "dividend",
                    "5": "earnings",
                    "6": "energy and oil",
                    "7": "financials",
                    "8": "currencies",
                    "9": "general News and opinion"
                }
            },
            "type": "map_instance_values"
        },
        {
            "fields": {
                "classes": [
                    "analyst update",
                    "fed and central banks",
                    "company and product news",
                    "treasuries and corporate debt",
                    "dividend",
                    "earnings",
                    "energy and oil",
                    "financials",
                    "currencies",
                    "general News and opinion",
                    "gold, metals and materials",
                    "initial public offering",
                    "legal and regulation",
                    "mergers, acquisitions and investments",
                    "macro",
                    "markets",
                    "politics",
                    "personnel change",
                    "stock commentary",
                    "stock movement"
                ],
                "text_type": "tweet",
                "type_of_class": "topic"
            },
            "type": "add_fields"
        }
    ],
    "task": "tasks.classification.multi_class",
    "templates": "templates.classification.multi_class.all",
    "type": "task_card"
}