difference between loc and iloc

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showing results for - "difference between loc and iloc"
Jessim
12 Jan 2021
1- The .iloc indexer selects only by integer location and works 
2similarly to Python lists.
3
4- The .loc indexer selects only by index label, which is 
5similar to how Python dictionaries work.
Enrico
31 Feb 2018
1>>> s = pd.Series(list("abcdef"), index=[49, 48, 47, 0, 1, 2]) 
249    a
348    b
447    c
50     d
61     e
72     f
8
9>>> s.loc[0]    # value at index label 0
10'd'
11
12>>> s.iloc[0]   # value at index location 0
13'a'
14
15>>> s.loc[0:1]  # rows at index labels between 0 and 1 (inclusive)
160    d
171    e
18
19>>> s.iloc[0:1] # rows at index location between 0 and 1 (exclusive)
2049    a
21
Damion
21 Jan 2020
1iloc - default indexes (system generated)
2loc - table indexes or we manually given indexes 
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