# # # # #  flchain.csv  # # # # # 


# - - Description - - #

The Assay of Serum Free Light Chain


# - - Info - - #

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 6521 entries, 0 to 6520
Data columns (total 10 columns):
 #   Column       Non-Null Count  Dtype  
---  ------       --------------  -----  
 0   event        6521 non-null   int64  
 1   time         6521 non-null   int64  
 2   age          6521 non-null   int64  
 3   sex          6521 non-null   object 
 4   sample_year  6521 non-null   int64  
 5   kappa        6521 non-null   float64
 6   lambda       6521 non-null   float64
 7   flc_group    6521 non-null   int64  
 8   creatinine   6521 non-null   float64
 9   mgus         6521 non-null   bool   
dtypes: bool(1), float64(3), int64(5), object(1)
memory usage: 465.0+ KB



# - - Stats - - #

              event         time          age   sex  sample_year        kappa  \
count   6521.000000  6521.000000  6521.000000  6521  6521.000000  6521.000000   
unique          NaN          NaN          NaN     2          NaN          NaN   
top             NaN          NaN          NaN     F          NaN          NaN   
freq            NaN          NaN          NaN  3589          NaN          NaN   
mean       0.300414  3649.180187    65.044932   NaN  1996.622604     1.451476   
std        0.458473  1456.522512    10.667247   NaN     1.416285     0.936545   
min        0.000000     1.000000    50.000000   NaN  1995.000000     0.010000   
25%        0.000000  2911.000000    56.000000   NaN  1996.000000     0.960000   
50%        0.000000  4303.000000    63.000000   NaN  1996.000000     1.280000   
75%        1.000000  4771.000000    73.000000   NaN  1997.000000     1.700000   
max        1.000000  5166.000000   101.000000   NaN  2003.000000    20.500000   

             lambda    flc_group   creatinine   mgus  
count   6521.000000  6521.000000  6521.000000   6521  
unique          NaN          NaN          NaN      2  
top             NaN          NaN          NaN  False  
freq            NaN          NaN          NaN   6425  
mean       1.727594     5.535807     1.093207    NaN  
std        1.074244     2.883098     0.416336    NaN  
min        0.043300     1.000000     0.400000    NaN  
25%        1.210000     3.000000     0.900000    NaN  
50%        1.520000     6.000000     1.000000    NaN  
75%        1.950000     8.000000     1.200000    NaN  
max       26.600000    10.000000    10.800000    NaN  


# - - Reference - - #

https://stat.ethz.ch/R-manual/R-devel/library/survival/html/flchain.html
