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juliensimon/aavso-vsx-variable-stars

AAVSO Variable Star Index (VSX) Part of the Astronomy Datasets collection on Hugging Face. The AAVSO Variable Star Index (VSX) is the most comprehensive catalog of variable stars, containing 10,300,820 entries with variable star classifications, photometric properties, periods, and spectral types. VSX is maintained by the American Association of Variable Star Observers and is the standard reference for variable star research. Dataset description VSX aggregates… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/aavso-vsx-variable-stars.

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AAVSO Variable Star Index (VSX)

Part of the [Astronomy Datasets](https://huggingface.co/collections/juliensimon/astronomy-datasets-69c24caf2f17e36128946743) collection on Hugging Face.

The AAVSO Variable Star Index (VSX) is the most comprehensive catalog of variable stars, containing 10,300,820 entries with variable star classifications, photometric properties, periods, and spectral types. VSX is maintained by the American Association of Variable Star Observers and is the standard reference for variable star research.

Dataset description

VSX aggregates variable star data from hundreds of surveys and catalogs worldwide including OGLE, ASAS-SN, ZTF, Gaia, and AAVSO observer submissions. Each entry represents a unique variable or suspected variable star with its variability type, brightness range, period (if known), epoch, and spectral classification.

Of the 10,300,820 entries, 4,830,314 have a measured period and 10,292,210 have a variability classification.

Key columns

ColumnTypeDescription
aavso_uidInt64AAVSO unique object identifier
namestringPrimary designation
ra_degfloat64Right ascension J2000 (degrees)
dec_degfloat64Declination J2000 (degrees)
variable_typestringVariability type (e.g., EW, SR, RRAB, DSCT)
var_flagInt64Variability flag (0=confirmed, 1=suspected)
mag_maxfloat64Maximum brightness (magnitude at max light)
mag_max_passbandstringPassband for max magnitude
mag_minfloat64Minimum brightness / amplitude
mag_min_passbandstringPassband for min magnitude
min_is_amplitudestringY if mag_min is amplitude, not absolute magnitude
period_daysfloat64Period in days
epoch_jdfloat64Epoch of maximum/minimum (Julian Date)
spectral_typestringSpectral classification
mag_rangefloat64Derived magnitude range (magmin - magmax)

Full schema includes 22 columns with uncertainty flags and limit flags.

Top variability types

TypeCount
ROT2,352,208
E1,987,833
L1,604,633
RS719,268
`DSCTGDORSXPHE`717,928
S493,290
EW397,843
SR323,058
VAR310,300
RRAB189,791

Quick stats

  • —10,300,820 variable star entries
  • —4,830,314 with measured period (46.9%)
  • —10,292,210 with variability classification (99.9%)
  • —RA range: 0.0001 to 360.0000 degrees
  • —Dec range: -89.9288 to 89.9038 degrees

Usage

python
from datasets import load_dataset

ds = load_dataset("juliensimon/aavso-vsx-variable-stars", split="train")
df = ds.to_pandas()

# Eclipsing binaries with known periods
eclipsing = df[df["variable_type"].str.startswith("E", na=False) & df["period_days"].notna()]
print(f"Eclipsing binaries with periods: {len(eclipsing):,}")

# Period-amplitude diagram for RR Lyrae
rrab = df[df["variable_type"] == "RRAB"]
import matplotlib.pyplot as plt
plt.scatter(rrab["period_days"], rrab["mag_range"], s=0.5, alpha=0.3)
plt.xlabel("Period (days)")
plt.ylabel("Amplitude (mag)")
plt.title("RR Lyrae (RRAB) Period-Amplitude Diagram")
plt.show()

# Sky distribution
plt.hexbin(df["ra_deg"], df["dec_deg"], gridsize=200, mincnt=1)
plt.colorbar(label="Star count")
plt.xlabel("RA (deg)")
plt.ylabel("Dec (deg)")
plt.title("VSX Variable Stars Sky Density")
plt.show()

Data source

Watson, C.L., Henden, A.A., & Price, A. (2006), The International Variable Star Index (VSX). Society for Astronomical Sciences 25th Annual Symposium on Telescope Science, p. 47. Maintained by AAVSO: https://www.aavso.org/vsx/

Pipeline

Source code: juliensimon/space-datasets

Citation

bibtex
@dataset{aavso_vsx_variable_stars,
  author = {Simon, Julien},
  title = {AAVSO Variable Star Index (VSX)},
  year = {2026},
  publisher = {Hugging Face},
  url = {https://huggingface.co/datasets/juliensimon/aavso-vsx-variable-stars},
  note = {Based on AAVSO VSX (Watson et al. 2006)}
}

License

AAVSO Data Usage Guidelines