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3gp.rar X Myspace update xp sp2 32 bit.rar.Q:
How to convert string to a dataframe or file
Is there a way to convert a string to a data frame in python?
I have this string '{"texts": ["some texts, and some more texts..."]}' which I want to convert to a data frame or something that I can read it easily. I tried to do that in the following way:
import json
d = {"texts": ["some texts, and some more texts..."]}
pd.DataFrame.from_dict(d, orient='index')
The result I get is the following:
texts
0 []
1 []
2 []
3 []
4 []
Name: texts, dtype: object
I am sure there should be a simple way to convert it, but I don't know how.
A:
You have a list of lists, you need a series of lists. In Python it's easy to generate a list, put that into a list and then convert it to pandas series using to_series:
In [2]: a_string = "{""texts"": ["some texts, and some more texts..."]}"
In [3]: import pandas as pd
In [4]: d = pd.DataFrame(a_string.split(',')).to_series()
In [5]: d
Out[5]:
0 [some texts, and some more texts...]
dtype: object
The object dtype means that the original string was a dict or list of lists, the resulting series a float with all the strings as lists, but you can convert this to a series of lists using a list comprehension:
In [6]: d.apply(pd.Series).apply(list)
Out[6]:
0 [some texts, and some more texts...]
1 [some texts, and some more texts...]
2 [some texts, and some more texts...]
3 [some texts, and some more texts...]
4 [some texts, and some more texts...]
dtype: object 0b46394aab
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