In [1]:

    

%matplotlib inline

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns


    

In [4]:

    

with pd.get_store('../data/pro/pro.h5') as s:
    df = s.select('drs')

df.head()


    

    
Out[4]:






  

    

      

      
match_id
      
team
      
hero
      
level
      
kills
      
deaths
      
assists
      
last_hits
      
denies
      
gold
      
gold_spent
      
player_slot
      
account_id
      
hero_damage
      
hero_healing
      
item_0
      
item_1
      
item_2
      
item_3
      
item_4
      

    
  
  

    

      
0
      
 100418754
      
 Dire
      
NaN
      
 20
      
 12
      
 1
      
  8
      
 223
      
 25
      
 4967
      
 15970
      
 129
      
 101179077
      
 12165
      
 445
      
  50
      
 112
      
 151
      
 11
      
 114
      
...
    
    

      
1
      
 100418754
      
 Dire
      
NaN
      
 15
      
  4
      
 2
      
  4
      
  95
      
  3
      
 3146
      
 10438
      
 131
      
  89326318
      
  3225
      
 218
      
  65
      
  81
      
  50
      
 11
      
   0
      
...
    
    

      
2
      
 100418754
      
 Dire
      
NaN
      
 13
      
  1
      
 1
      
 14
      
  20
      
  3
      
 4684
      
  3230
      
 132
      
 107644273
      
  3701
      
   0
      
 180
      
  34
      
   0
      
 40
      
   0
      
...
    
    

      
3
      
 100418754
      
 Dire
      
NaN
      
 14
      
  3
      
 4
      
  6
      
 125
      
 15
      
 1975
      
  8977
      
 130
      
  70388657
      
  4356
      
   0
      
  46
      
 100
      
  41
      
 36
      
 102
      
...
    
    

      
4
      
 100418754
      
 Dire
      
NaN
      
 13
      
  3
      
 2
      
 15
      
  44
      
  1
      
 2592
      
  6981
      
 128
      
  87278757
      
  6209
      
 311
      
   0
      
 180
      
  79
      
 23
      
  34
      
...
    
  

5 rows × 30 columns