Convert a pandas column to int

Pandas change to numeric

>>> s = pd.Series(["8", 6, "7.5", 3, "0.9"]) # mixed string and numeric values
>>> s
0      8
1      6
2    7.5
3      3
4    0.9
dtype: object

>>> pd.to_numeric(s) # convert everything to float values
0    8.0
1    6.0
2    7.5
3    3.0
4    0.9
dtype: float64

Source: stackoverflow.com

Set column datatype pandas

df = pd.read_csv("weather.tsv", sep="\t",  
                 dtype={'Day': str,'Wind':int64})
df.dtypes

Source: cmdlinetips.com

Convert a pandas column to int

# convert Series
my_series = pd.to_numeric(my_series)

# convert column "a" of a DataFrame
df["a"] = pd.to_numeric(df["a"])

Source: stackoverflow.com

Similar codes

1 vote309 views2 answers
Python easter eggs
Python
1 vote317 views1 answer
What do i do if my dog eats paper
Python
0 vote283 views1 answer
Python how to dump exception stak
Python
0 vote307 views1 answer
How to preserve white space when joining an array python
Python
17 votes332 views4 answers
Count unique values in python
Python
0 vote322 views1 answer
Crawl a folder python
Python
0 vote319 views1 answer
Scipy solve equation numerically
Python
4 votes310 views1 answer
End python program
Python
0 vote342 views1 answer
Python - Modify Strings
Python
0 vote319 views1 answer
Numpy documentation realpython
Python