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turnover-forecasting-model

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turnover-forecasting-model
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{
    "sklearn": {
        "columns": [
            "Period",
            "Company",
            "Revenue",
            "Net Income",
            "Liabilities",
            "Assets",
            "Equity",
            "ROA (%)",
            "ROE (%)",
            "Debt to Equity"
        ],
        "environment": [
            "pandas",
            "statsmodels",
            "scikit-learn"
        ],
        "example_input": {
            "Assets": [
                65782612977,
                23437806831,
                55383211771
            ],
            "Company": [
                "SAP SE",
                "SAP SE",
                "SAP SE"
            ],
            "Debt to Equity": [
                0.393327841,
                0.930170072,
                2.717704304
            ],
            "Equity": [
                47212587750,
                12142871334,
                14897153522
            ],
            "Liabilities": [
                18570025227,
                11294935497,
                40486058249
            ],
            "Net Income": [
                719090971.2,
                744873003.7,
                1997618536.0
            ],
            "Period": [
                "2017-03-31",
                "2017-06-30",
                "2017-09-30"
            ],
            "ROA (%)": [
                1.093132271,
                3.17808321,
                3.606902655
            ],
            "ROE (%)": [
                1.523091628,
                6.134241097,
                13.40939753
            ],
            "Revenue": [
                6568715630,
                6644029236,
                18227487487
            ]
        },
        "model": {
            "file": "sarima_sap_model.pkl"
        },
        "model_format": "pickle",
        "task": "tabular-regression"
    }
}