ApJdataFrames 005: Luhman2005b

Title: The Disk Fractions of Brown Dwarfs in IC 348 and Chamaeleon I
Authors: Kevin L Luhman, C J Lada, L Hartmann, A. A. Muench, S T Megeath, Lori E Allen, Myers, P. C., J Muzerolle, E. Young, and G G Fazio

Data is from this paper: http://iopscience.iop.org/1538-4357/631/1/L69/


In [1]:
import warnings
warnings.filterwarnings("ignore")

Table 2- IC348


In [2]:
import pandas as pd

In [3]:
names = ["ID","Sp.a","[3.6]","[4.5]","[5.8]","[8.0]"]
tbl2 = pd.read_csv("http://iopscience.iop.org/1538-4357/631/1/L69/fulltext/19825.tb2.txt", 
                   sep='\t', names=names, na_values='\ldots')
tbl2.head()


Out[3]:
ID Sp.a [3.6] [4.5] [5.8] [8.0]
0 291 M7.25 11.94 \pm 0.02 11.57 \pm 0.02 11.14 \pm 0.04 10.39 \pm 0.07
1 316 M6.5 12.60 \pm 0.02 12.51 \pm 0.02 12.40 \pm 0.05 11.91 \pm 0.14
2 329 M7.5 12.87 \pm 0.02 12.77 \pm 0.02 12.72 \pm 0.06 12.67 \pm 0.25
3 355 M8 12.97 \pm 0.02 12.83 \pm 0.02 12.47 \pm 0.12 NaN
4 363 M8 13.19 \pm 0.02 13.11 \pm 0.02 13.02 \pm 0.03 13.02 \pm 0.13

Table 3- Chameleon I


In [4]:
names = ["ID","Sp.a","[3.6]","[4.5]","[5.8]","[8.0]"]
tbl3 = pd.read_csv("http://iopscience.iop.org/1538-4357/631/1/L69/fulltext/19825.tb3.txt", 
                   sep='\t', names=names, na_values='\ldots')
tbl3.head()


Out[4]:
ID Sp.a [3.6] [4.5] [5.8] [8.0]
0 2MASS 11011926-7732383A+B M7.25 + M8.25 11.00 \pm 0.01 10.86 \pm 0.01 10.83 \pm 0.01 10.76 \pm 0.02
1 CHSM 17173 M8 11.96 \pm 0.01 11.87 \pm 0.01 11.71 \pm 0.03 11.76 \pm 0.04
2 2MASS 11085176-7632502 M7.25 12.43 \pm 0.01 12.28 \pm 0.01 12.27 \pm 0.05 12.21 \pm 0.07
3 OTS 44 M9.5 13.71 \pm 0.02 13.21 \pm 0.02 12.76 \pm 0.04 12.04 \pm 0.02
4 2MASS 11084952-7638443 M9 13.61 \pm 0.01 13.21 \pm 0.02 12.68 \pm 0.06 12.14 \pm 0.04

The end.