Astronomy Datasets
Collection
Exoplanets, gravitational waves, pulsars, GRBs, FRBs, quasars, variable stars, and million-source radio/X-ray sky surveys in Parquet. • 60 items • Updated
recno int64 1 1.72k | gal stringclasses 20
values | pnid stringclasses 258
values | field stringclasses 18
values | ra_deg float64 11.9 312 | dec_deg float64 -47.25 18 | m5007 float64 24.5 31.2 | e_m5007 float64 0.01 1.29 | lam5007 float64 5k 5.06k | flag stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|
30 | NGC253 | PN30 | P1 | 11.89023 | -25.3032 | 27.3 | 0.11 | 5,010.64 | |
24 | NGC253 | PN24 | P1 | 11.88915 | -25.3023 | 26.41 | 0.04 | 5,011.86 | T |
8 | NGC253 | PN8 | P1 | 11.89356 | -25.2984 | 24.98 | 0.02 | 5,012.44 | T |
26 | NGC253 | PN26 | P1 | 11.8989 | -25.2963 | 26.55 | 0.05 | 5,010.94 | |
10 | NGC253 | PN10 | P1 | 11.89685 | -25.2957 | 25.3 | 0.02 | 5,009.93 | T |
28 | NGC253 | PN28 | P1 | 11.90263 | -25.2942 | 26.67 | 0.06 | 5,012.42 | |
17 | NGC253 | PN17 | P1 | 11.88842 | -25.3005 | 26.2 | 0.04 | 5,010.02 | T |
14 | NGC253 | PN14 | P1 | 11.88706 | -25.2986 | 26.02 | 0.04 | 5,012.38 | T |
13 | NGC253 | PN13 | P1 | 11.88618 | -25.2939 | 25.7 | 0.03 | 5,013.57 | T |
5 | NGC253 | PN5 | P1 | 11.89509 | -25.2956 | 24.72 | 0.01 | 5,013.65 | T |
16 | NGC253 | PN16 | P1 | 11.89376 | -25.2945 | 26.14 | 0.05 | 5,010.7 | T |
18 | NGC253 | PN18 | P1 | 11.89212 | -25.2941 | 26.22 | 0.05 | 5,011.4 | T |
21 | NGC253 | PN21 | P1 | 11.89714 | -25.2937 | 26.37 | 0.05 | 5,008.57 | T |
22 | NGC253 | PN22 | P1 | 11.8969 | -25.2923 | 26.39 | 0.06 | 5,012.96 | T |
1 | NGC253 | PN1 | P1 | 11.89124 | -25.2935 | 24.46 | 0.01 | 5,010.04 | T |
11 | NGC253 | PN11 | P2 | 11.88012 | -25.2909 | 25.4 | 0.02 | 5,013.56 | T |
9 | NGC253 | PN9 | P2 | 11.8827 | -25.2875 | 25.03 | 0.01 | 5,016.03 | T |
29 | NGC253 | PN29 | P2 | 11.88709 | -25.2876 | 26.81 | 0.07 | 5,014.26 | |
4 | NGC253 | PN4 | P2 | 11.88721 | -25.2835 | 24.67 | 0.01 | 5,009.07 | T |
7 | NGC253 | PN7 | P1 | 11.89962 | -25.2877 | 24.8 | 0.02 | 5,009.26 | T |
20 | NGC253 | PN20 | P1 | 11.89661 | -25.2876 | 26.29 | 0.05 | 5,011.6 | T |
31 | NGC253 | PN31 | P1 | 11.89372 | -25.2873 | 27.44 | 0.15 | 5,004.28 | |
23 | NGC253 | PN23 | P1 | 11.89521 | -25.2874 | 26.4 | 0.06 | 5,012.03 | T |
34 | NGC253 | PN34 | P2 | 11.89095 | -25.2808 | 28.09 | 0.19 | 5,009.77 | |
2 | NGC253 | PN2 | P2 | 11.87865 | -25.2865 | 24.55 | 0.01 | 5,014.03 | T |
25 | NGC253 | PN25 | P2 | 11.87955 | -25.2864 | 26.46 | 0.05 | 5,008.31 | T |
27 | NGC253 | PN27 | P2 | 11.87615 | -25.2859 | 26.56 | 0.04 | 5,010.28 | |
3 | NGC253 | PN3 | P2 | 11.88312 | -25.2855 | 24.55 | 0.01 | 5,010.74 | T |
6 | NGC253 | PN6 | P2 | 11.88328 | -25.2818 | 24.76 | 0.01 | 5,011.77 | T |
32 | NGC253 | PN32 | P2 | 11.88049 | -25.2801 | 27.44 | 0.11 | 5,011.63 | |
12 | NGC253 | PN12 | P2 | 11.87508 | -25.2831 | 25.48 | 0.02 | 5,011.21 | T |
15 | NGC253 | PN15 | P2 | 11.88812 | -25.2771 | 26.08 | 0.03 | 5,009.86 | T |
19 | NGC253 | PN19 | P2 | 11.88197 | -25.2771 | 26.26 | 0.04 | 5,010.93 | T |
33 | NGC253 | PN33 | P2 | 11.88484 | -25.2719 | 27.74 | 0.13 | 5,009.72 | |
1,225 | NGC2207 | PN3 | P2 | 94.11337 | -21.3688 | 30.34 | 0.36 | 5,051.35 | |
1,224 | NGC2207 | PN2 | P3 | 94.12607 | -21.3711 | 29.76 | 0.25 | 5,053 | |
1,223 | NGC2207 | PN1 | P3 | 94.12735 | -21.3687 | 28.82 | 0.1 | 5,056.12 | |
1,362 | NGC4038/9 | PN133 | C11b | 180.49814 | -18.9065 | 28.52 | 0.1 | 5,035.05 | T |
1,277 | NGC4038/9 | PN48 | C11b | 180.50607 | -18.9062 | 28 | 0.06 | 5,034.7 | T |
1,262 | NGC4038/9 | PN33 | C11b | 180.50359 | -18.9004 | 27.87 | 0.06 | 5,034.07 | T |
1,375 | NGC4038/9 | PN146 | C5 | 180.46465 | -18.905 | 28.56 | 0.13 | 5,037.55 | T |
1,385 | NGC4038/9 | PN156 | C5 | 180.46165 | -18.9017 | 28.61 | 0.14 | 5,038.71 | |
1,410 | NGC4038/9 | PN181 | C5 | 180.46271 | -18.9 | 28.82 | 0.13 | 5,039.18 | |
1,332 | NGC4038/9 | PN103 | C5 | 180.46088 | -18.9013 | 28.35 | 0.12 | 5,039.07 | T |
1,435 | NGC4038/9 | PN206 | C5 | 180.46158 | -18.8999 | 29.08 | 0.16 | 5,036.16 | |
1,331 | NGC4038/9 | PN102 | C11a | 180.48956 | -18.9061 | 28.33 | 0.1 | 5,034.32 | T |
1,343 | NGC4038/9 | PN114 | C11a | 180.48175 | -18.9038 | 28.42 | 0.12 | 5,035.71 | T |
1,246 | NGC4038/9 | PN17 | C11a | 180.48363 | -18.9016 | 27.73 | 0.07 | 5,033.51 | T |
1,365 | NGC4038/9 | PN136 | C11a | 180.49242 | -18.9026 | 28.53 | 0.14 | 5,034.57 | T |
1,395 | NGC4038/9 | PN166 | C11b | 180.49239 | -18.9026 | 28.68 | 0.12 | 5,034.51 | |
1,319 | NGC4038/9 | PN90 | C11b | 180.49886 | -18.9011 | 28.23 | 0.09 | 5,033.68 | T |
1,430 | NGC4038/9 | PN201 | C11b | 180.50455 | -18.898 | 29.03 | 0.17 | 5,034.23 | |
1,333 | NGC4038/9 | PN104 | C11b | 180.49614 | -18.8997 | 28.36 | 0.1 | 5,034.85 | T |
1,258 | NGC4038/9 | PN29 | C11b | 180.49667 | -18.8988 | 27.83 | 0.06 | 5,033.27 | T |
1,436 | NGC4038/9 | PN207 | C11b | 180.49004 | -18.8998 | 29.1 | 0.18 | 5,034.7 | |
1,263 | NGC4038/9 | PN34 | C11a | 180.49173 | -18.8989 | 27.89 | 0.07 | 5,033.87 | T |
1,265 | NGC4038/9 | PN36 | C11b | 180.49171 | -18.8988 | 27.9 | 0.06 | 5,033.92 | T |
1,325 | NGC4038/9 | PN96 | C11a | 180.49062 | -18.8991 | 28.29 | 0.1 | 5,035.34 | T |
1,398 | NGC4038/9 | PN169 | C11b | 180.49055 | -18.8991 | 28.7 | 0.13 | 5,035.24 | |
1,244 | NGC4038/9 | PN15 | C11b | 180.4921 | -18.8968 | 27.72 | 0.05 | 5,033.18 | T |
1,256 | NGC4038/9 | PN27 | C11a | 180.4921 | -18.8968 | 27.8 | 0.08 | 5,033.14 | T |
1,366 | NGC4038/9 | PN137 | C11b | 180.49113 | -18.896 | 28.54 | 0.12 | 5,033.65 | T |
1,427 | NGC4038/9 | PN198 | C11a | 180.49001 | -18.897 | 29.01 | 0.22 | 5,040.08 | |
1,458 | NGC4038/9 | PN229 | C11a | 180.48994 | -18.8958 | 29.68 | 0.35 | 5,036.28 | |
1,322 | NGC4038/9 | PN93 | C11a | 180.48758 | -18.8958 | 28.25 | 0.1 | 5,034.06 | T |
1,432 | NGC4038/9 | PN203 | C11a | 180.49005 | -18.8941 | 29.03 | 0.2 | 5,038.88 | |
1,270 | NGC4038/9 | PN41 | C11a | 180.4939 | -18.8924 | 27.93 | 0.08 | 5,033.17 | T |
1,283 | NGC4038/9 | PN54 | C11b | 180.4939 | -18.8924 | 28.05 | 0.07 | 5,033.22 | T |
1,254 | NGC4038/9 | PN25 | C5 | 180.46771 | -18.9032 | 27.8 | 0.05 | 5,036.84 | T |
1,247 | NGC4038/9 | PN18 | C5 | 180.46909 | -18.9019 | 27.74 | 0.05 | 5,038.81 | T |
1,276 | NGC4038/9 | PN47 | C5 | 180.47392 | -18.9015 | 28 | 0.04 | 5,036.62 | T |
1,330 | NGC4038/9 | PN101 | C5 | 180.47324 | -18.9011 | 28.33 | 0.07 | 5,036.56 | T |
1,303 | NGC4038/9 | PN74 | C5 | 180.47083 | -18.9 | 28.18 | 0.07 | 5,037.35 | T |
1,405 | NGC4038/9 | PN176 | C11a | 180.48099 | -18.8985 | 28.75 | 0.16 | 5,035.66 | |
1,274 | NGC4038/9 | PN45 | C5 | 180.47404 | -18.8983 | 27.99 | 0.06 | 5,035.04 | T |
1,338 | NGC4038/9 | PN109 | C5 | 180.47664 | -18.8971 | 28.38 | 0.09 | 5,035.69 | T |
1,374 | NGC4038/9 | PN145 | C5 | 180.47633 | -18.8964 | 28.55 | 0.1 | 5,036.55 | T |
1,316 | NGC4038/9 | PN87 | C5 | 180.46912 | -18.9006 | 28.21 | 0.08 | 5,037.9 | T |
1,391 | NGC4038/9 | PN162 | C5 | 180.46696 | -18.901 | 28.65 | 0.11 | 5,033.69 | |
1,296 | NGC4038/9 | PN67 | C5 | 180.46484 | -18.9015 | 28.15 | 0.07 | 5,037.61 | T |
1,358 | NGC4038/9 | PN129 | C5 | 180.46565 | -18.9003 | 28.51 | 0.09 | 5,038.36 | T |
1,337 | NGC4038/9 | PN108 | C5 | 180.46655 | -18.8994 | 28.38 | 0.09 | 5,036.74 | T |
1,403 | NGC4038/9 | PN174 | C5 | 180.46764 | -18.8999 | 28.74 | 0.12 | 5,036.91 | |
1,273 | NGC4038/9 | PN44 | C5 | 180.46867 | -18.8996 | 27.99 | 0.06 | 5,039.23 | T |
1,259 | NGC4038/9 | PN30 | C5 | 180.46957 | -18.897 | 27.84 | 0.06 | 5,036.61 | T |
1,420 | NGC4038/9 | PN191 | C5 | 180.46535 | -18.8988 | 28.87 | 0.13 | 5,035.14 | |
1,433 | NGC4038/9 | PN204 | C5 | 180.46487 | -18.8982 | 29.04 | 0.16 | 5,038.89 | |
1,344 | NGC4038/9 | PN115 | C5 | 180.46233 | -18.8978 | 28.42 | 0.1 | 5,038.33 | T |
1,234 | NGC4038/9 | PN5 | C5 | 180.46605 | -18.8972 | 27.53 | 0.04 | 5,037.63 | T |
1,335 | NGC4038/9 | PN106 | C5 | 180.46721 | -18.898 | 28.36 | 0.09 | 5,038.19 | T |
1,389 | NGC4038/9 | PN160 | C5 | 180.465 | -18.8965 | 28.64 | 0.13 | 5,033.77 | |
1,379 | NGC4038/9 | PN150 | C5 | 180.47113 | -18.8968 | 28.58 | 0.12 | 5,035.45 | T |
1,380 | NGC4038/9 | PN151 | C5 | 180.47517 | -18.895 | 28.58 | 0.11 | 5,036.31 | T |
1,421 | NGC4038/9 | PN192 | C5 | 180.4749 | -18.8931 | 28.88 | 0.16 | 5,037.13 | |
1,401 | NGC4038/9 | PN172 | C5 | 180.46831 | -18.8946 | 28.71 | 0.16 | 5,034.75 | |
1,294 | NGC4038/9 | PN65 | C11a | 180.48412 | -18.8974 | 28.12 | 0.1 | 5,034.93 | T |
1,299 | NGC4038/9 | PN70 | C11a | 180.48332 | -18.8961 | 28.17 | 0.1 | 5,034.55 | T |
1,387 | NGC4038/9 | PN158 | C11a | 180.4836 | -18.8946 | 28.63 | 0.15 | 5,035.95 | |
1,402 | NGC4038/9 | PN173 | C3 | 180.48357 | -18.8945 | 28.73 | 0.1 | 5,035.85 | |
1,250 | NGC4038/9 | PN21 | C11a | 180.4861 | -18.8913 | 27.77 | 0.09 | 5,034.07 | T |
Catalog of 1,715 planetary nebulae from the MUSE (Multi Unit Spectroscopic Explorer) survey, with positions, velocities, and morphological classifications.
Planetary nebulae (PNe) are glowing shells of ionized gas expelled by intermediate-mass stars at the end of their lives. They are important distance indicators and tracers of stellar populations and chemical enrichment. This catalog from Jacoby et al. (2024) presents PNe identified and characterized using the MUSE integral-field spectrograph on ESO's Very Large Telescope, providing unprecedented spectroscopic detail.
from datasets import load_dataset
ds = load_dataset("juliensimon/planetary-nebulae", split="train")
df = ds.to_pandas()
# PNe with velocity measurements
if "velocity_kms" in df.columns:
with_vel = df.dropna(subset=["velocity_kms"])
print(f"{len(with_vel):,} PNe with velocities")
print(f"Velocity range: {with_vel['velocity_kms'].min():.0f} to {with_vel['velocity_kms'].max():.0f} km/s")
# Sky distribution
import matplotlib.pyplot as plt
plt.scatter(df["ra_deg"], df["dec_deg"], s=1, alpha=0.5)
plt.xlabel("RA (deg)")
plt.ylabel("Dec (deg)")
plt.title("MUSE Planetary Nebulae")
Jacoby, G.H. et al. (2024), "Planetary Nebulae from the MUSE Survey", ApJS, 271, 40. Accessed via VizieR, CDS Strasbourg.
Source code: juliensimon/space-datasets