How to access dataframe elements - Printable Version +- Python Forum (https://python-forum.io) +-- Forum: Python Coding (https://python-forum.io/forum-7.html) +--- Forum: Data Science (https://python-forum.io/forum-44.html) +--- Thread: How to access dataframe elements (/thread-20070.html) |
How to access dataframe elements - SriMekala - Jul-26-2019 Hi, I have below dataframe: HAY 12/3 2019-07-07 5 KOP Pass 2019-07-10 ok GHK 1/4 2019-07-11 8/3I want to loop through columns and rows and access each cell element. For example, df[1,2] show give me 2019-07-10 df[0,1] -->12/3 etc I use the below code but it gives me whole row for i,j in df.iterrows(): dt=df.ix[i,j] RE: How to access dataframe elements - scidam - Jul-26-2019 If you want to iterate over all values of the df, you can do the following: m, n = df.values.shape for i in range(m): for j in range(n): print(df.values[i, j]) df.iterrows() returns value of the index and the current row. Usually, there is no need to use raw python loops when working with pandas. Pure python loops are slow. RE: How to access dataframe elements - SriMekala - Jul-26-2019 But some of the value is becoming "int", in fact, I need all the values to be "str". May be is it because of df.values? I use temp=df.values[i, j].str()but it does not work. RE: How to access dataframe elements - fishhook - Jul-26-2019 temp=str(df.values[i, j])?? RE: How to access dataframe elements - scidam - Jul-30-2019 You can convert your data to string at once, e.g.: df.values.astype(str)[i, j]As I mentioned above, if you need to use loops when working with pandas and doing some data processing, it is likely something wrong. Pandas was specially designed to avoid pure python loops when possible because they are quite slow. |