Dataset Overview

Feature Information

The dataset includes the following features:

• Leistung: type float64
• hour_cos: type float64
• Leistung_rolling_std_24: type float64
• Leistung_lag_1_rolling_std_24: type float64
• Leistung_rolling_std_48: type float64
• hour_sin: type float64
• Leistung_lag_1_rolling_std_48: type float64
• Leistung_lag_2_rolling_std_24: type float64
• Leistung_lag_6_rolling_std_24: type float64
• cloud_cover_erfurt_lag_4380: type float64
• Leistung_lag_3_rolling_std_24: type float64
• cloud_cover_ingolstadt_lag_48: type float64
• diffuse_radiation_templin_lag_48_rolling_mean_8760: type float64
• diffuse_radiation_kastellaun_lag_8760_rolling_mean_8760: type float64
• Leistung_lag_2_rolling_std_48: type float64
• diffuse_radiation_guetersloh_lag_8760_rolling_mean_8760: type float64
• Leistung_lag_6_rolling_std_48: type float64
• temperature_2m_ingolstadt_lag_48: type float64
• Leistung_lag_3_rolling_std_48: type float64
• diffuse_radiation_kastellaun_lag_8760_rolling_mean_48: type float64
• cloud_cover_ingolstadt_lag_4380: type float64
• cloud_cover_guetersloh_lag_24: type float64
• diffuse_radiation_templin_lag_48_rolling_mean_48: type float64
• diffuse_radiation_kastellaun_lag_8760_rolling_mean_24: type float64
• diffuse_radiation_erfurt_lag_8760_rolling_mean_48: type float64
• diffuse_radiation_neumunster_lag_6_rolling_mean_24: type float64
• Leistung_rolling_mean_24: type float64
• Leistung_lag_12_rolling_std_24: type float64
• direct_normal_irradiance_templin_lag_48_rolling_mean_48: type float64
• diffuse_radiation_ingolstadt_lag_48_rolling_mean_24: type float64
• Leistung_lag_1: type float64
• Leistung_lag_24: type float64
• Leistung_lag_2_rolling_mean_24: type float64
• cloud_cover_neumunster_lag_48_rolling_mean_48: type float64
• Leistung_rolling_mean_48: type float64
• Leistung_lag_24_rolling_std_24: type float64
• Leistung_lag_3_rolling_mean_24: type float64
• Leistung_lag_48: type float64
• Leistung_lag_8760: type float64
• diffuse_radiation_neumunster_lag_6_rolling_mean_48: type float64
• Leistung_lag_2_rolling_mean_48: type float64
• cloud_cover_erfurt: type float64
• Leistung_lag_3_rolling_mean_48: type float64
• Leistung_lag_12_rolling_std_48: type float64
• Leistung_lag_8760_rolling_mean_24: type float64
• diffuse_radiation_erfurt_lag_48_rolling_mean_8760: type float64
• diffuse_radiation_templin_lag_12: type float64
• direct_normal_irradiance_erfurt_lag_48_rolling_mean_48: type float64
• temperature_2m_guetersloh_lag_4380_rolling_mean_24: type float64
• diffuse_radiation_neumunster_lag_12: type float64
• index_level_0: type timestamp[ns, tz=UTC]

Dataset Split

• train: 61,368 samples (25,038,144 bytes)
• validation: 8,759 samples (3,573,672 bytes)
• test: 2,925 samples (1,193,400 bytes)

Dataset Size

• Download size: 20,629,467 bytes
• Total size: 29,805,216 bytes

Configuration

• Config name: default
  • Data file paths:
    • train: data/train-*
    • validation: data/validation-*
    • test: data/test-*