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Update solar wind: 205,490 readings

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  1. README.md +23 -23
  2. data/solar_wind.parquet +2 -2
README.md CHANGED
@@ -62,36 +62,36 @@ This dataset is suitable for **time-series forecasting, tabular regression** tas
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  | Column | Type | Description | Sample | Null % |
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  |--------|------|-------------|--------|--------|
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  | `time_tag` | datetime64[ns] | Measurement timestamp from DSCOVR/ACE at the L1 Lagrange point (UTC, ~1-minute cadence) | 2026-03-17 08:31:00 | 0.0% |
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- | `density` | float64 | Solar wind proton number density in protons/cm3; typical quiet-time range 3-10 p/cm3; high density combined with high speed increases dynamic pressure, compressing the magnetosphere | 0.38 | 2.8% |
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- | `speed` | float64 | Solar wind bulk velocity in km/s; typical 350-800 km/s; coronal hole streams reach 600-800 km/s; CME-driven shocks can exceed 1500 km/s | 467.8 | 3.0% |
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- | `temperature` | float64 | Solar wind proton temperature in Kelvin; typical ~10^5 K; abnormally low values (~10^4 K) suggest passage of a magnetic cloud | 57895.0 | 3.3% |
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  | `bt` | float64 | Total IMF magnitude in nT — sqrt(Bx^2 + By^2 + Bz^2); typical 2-10 nT; elevated during CME passage | 4.49 | 1.3% |
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  | `bx_gsm` | float64 | IMF Bx component in Geocentric Solar Magnetospheric (GSM) coordinates in nT; typical range +/-20 nT; sun-Earth direction component | -3.47 | 1.3% |
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  | `by_gsm` | float64 | IMF By component in GSM coordinates in nT; typical range +/-20 nT; controls asymmetric magnetospheric convection and field-aligned currents | 2.74 | 1.3% |
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  | `bz_gsm` | float64 | IMF Bz component in GSM coordinates in nT — the primary geomagnetic storm driver; sustained southward (negative) Bz enables dayside magnetic reconnection; < -10 nT drives moderate storms, < -30 nT drives severe storms; typical range +/-20 nT | -0.79 | 1.3% |
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- | `active` | object | | True | 73.8% |
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- | `source` | str | | SOLAR1 | 73.8% |
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- | `proton_vx_gse` | float64 | | -352.9 | 74.8% |
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- | `proton_vy_gse` | float64 | | 15.0 | 74.8% |
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- | `proton_vz_gse` | float64 | | -41.9 | 74.8% |
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- | `proton_vx_gsm` | float64 | | -352.9 | 74.8% |
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- | `proton_vy_gsm` | float64 | | 12.9 | 74.8% |
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- | `proton_vz_gsm` | float64 | | -42.5 | 74.8% |
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- | `proton_sample_size` | float64 | | 1.0 | 73.8% |
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- | `max_convergence_flag` | float64 | | 0.0 | 73.8% |
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- | `max_data_flag` | float64 | | 0.0 | 73.8% |
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- | `max_error_count_flag` | float64 | | 0.0 | 73.8% |
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- | `max_processing_flag` | float64 | | 0.0 | 73.8% |
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- | `max_range_flag` | float64 | | 0.0 | 73.8% |
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- | `max_sample_count_flag` | float64 | | 0.0 | 73.8% |
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- | `max_telemetry_flag` | float64 | | 0.0 | 73.8% |
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- | `overall_quality` | float64 | | 0.0 | 73.8% |
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  ## Quick stats
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- - **204,158** readings (2026-03-17 to 2026-08-26)
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- - Average speed: **431 km/s**, max: **1233 km/s**
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- - Minimum Bz: **-27.9 nT** (99,891 southward readings)
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  ## Usage
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  | Column | Type | Description | Sample | Null % |
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  |--------|------|-------------|--------|--------|
64
  | `time_tag` | datetime64[ns] | Measurement timestamp from DSCOVR/ACE at the L1 Lagrange point (UTC, ~1-minute cadence) | 2026-03-17 08:31:00 | 0.0% |
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+ | `density` | float64 | Solar wind proton number density in protons/cm3; typical quiet-time range 3-10 p/cm3; high density combined with high speed increases dynamic pressure, compressing the magnetosphere | 0.38 | 2.9% |
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+ | `speed` | float64 | Solar wind bulk velocity in km/s; typical 350-800 km/s; coronal hole streams reach 600-800 km/s; CME-driven shocks can exceed 1500 km/s | 467.8 | 3.1% |
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+ | `temperature` | float64 | Solar wind proton temperature in Kelvin; typical ~10^5 K; abnormally low values (~10^4 K) suggest passage of a magnetic cloud | 57895.0 | 3.4% |
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  | `bt` | float64 | Total IMF magnitude in nT — sqrt(Bx^2 + By^2 + Bz^2); typical 2-10 nT; elevated during CME passage | 4.49 | 1.3% |
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  | `bx_gsm` | float64 | IMF Bx component in Geocentric Solar Magnetospheric (GSM) coordinates in nT; typical range +/-20 nT; sun-Earth direction component | -3.47 | 1.3% |
70
  | `by_gsm` | float64 | IMF By component in GSM coordinates in nT; typical range +/-20 nT; controls asymmetric magnetospheric convection and field-aligned currents | 2.74 | 1.3% |
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  | `bz_gsm` | float64 | IMF Bz component in GSM coordinates in nT — the primary geomagnetic storm driver; sustained southward (negative) Bz enables dayside magnetic reconnection; < -10 nT drives moderate storms, < -30 nT drives severe storms; typical range +/-20 nT | -0.79 | 1.3% |
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+ | `active` | object | | True | 73.4% |
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+ | `source` | str | | SOLAR1 | 73.4% |
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+ | `proton_vx_gse` | float64 | | -352.9 | 74.4% |
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+ | `proton_vy_gse` | float64 | | 15.0 | 74.4% |
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+ | `proton_vz_gse` | float64 | | -41.9 | 74.4% |
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+ | `proton_vx_gsm` | float64 | | -352.9 | 74.4% |
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+ | `proton_vy_gsm` | float64 | | 12.9 | 74.4% |
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+ | `proton_vz_gsm` | float64 | | -42.5 | 74.4% |
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+ | `proton_sample_size` | float64 | | 1.0 | 73.4% |
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+ | `max_convergence_flag` | float64 | | 0.0 | 73.4% |
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+ | `max_data_flag` | float64 | | 0.0 | 73.4% |
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+ | `max_error_count_flag` | float64 | | 0.0 | 73.4% |
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+ | `max_processing_flag` | float64 | | 0.0 | 73.4% |
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+ | `max_range_flag` | float64 | | 0.0 | 73.4% |
86
+ | `max_sample_count_flag` | float64 | | 0.0 | 73.4% |
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+ | `max_telemetry_flag` | float64 | | 0.0 | 73.4% |
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+ | `overall_quality` | float64 | | 0.0 | 73.4% |
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  ## Quick stats
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+ - **205,490** readings (2026-03-17 to 2026-08-28)
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+ - Average speed: **430 km/s**, max: **1233 km/s**
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+ - Minimum Bz: **-27.9 nT** (100,812 southward readings)
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  ## Usage
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