Convert list object to dataframe python
I have an array of objects of this class Show
When printed, array looks like this
I want to convert this to a data frame so I can play with it in a more suitable way to me - to aggregate, count, sum and similar. How I wish this data frame to look, would be something like this:
Is there a way to achieve this using numpy/pandas easily, without manually processing the input array? asked Jan 25, 2016 at 16:15
A much cleaner way to to this is to define a
e.g.
answered Jan 20, 2017 at 11:10
OregonTrailOregonTrail 8,0666 gold badges40 silver badges56 bronze badges 2 Just use:
Full example:
This prints:
answered Mar 4, 2019 at 2:11
Shital ShahShital Shah 58.1k12 gold badges224 silver badges180 bronze badges 2 I would like to emphasize Jim Hunziker's comment.
It is far easier to write, less error-prone and you don't have to change the If you want the freedom to choose which attributes to keep, the columns parameter could be used.
The downside is that it won't work for complex attributes, though that should rarely be the case. answered Aug 6, 2019 at 21:19
typhon04typhon04 1,90021 silver badges22 bronze badges 1 Code that leads to desired result:
Thanks to @Serbitar for pointing me to the right direction. answered Jan 25, 2016 at 20:57
ezamurezamur 1,8952 gold badges21 silver badges39 bronze badges 1 try:
answered Jan 25, 2016 at 16:26
SerbitarSerbitar 1,99018 silver badges25 bronze badges 2 How do I convert a list into a DataFrame in Python?Use pandas. DataFrame() constructor to convert a list to a DataFrame. Use pandas. DataFrame(data, columns) to convert a list to a DataFrame.
Can we convert list to DataFrame?Just like list of lists we can pass list of tuples in dataframe constructor to create a dataframe. Suppose we have a list of tuples i.e. Pass this list of tuples to DataFrame's constructor to create a DataFrame object i.e. Both Column & Index labels are default.
How do you convert an array of objects to a DataFrame in Python?How do you convert an array to a DataFrame in Python? To convert an array to a dataframe with Python you need to 1) have your NumPy array (e.g., np_array), and 2) use the pd. DataFrame() constructor like this: df = pd. DataFrame(np_array, columns=['Column1', 'Column2']) .
What does Tolist () do in Python?The tolist() function is used to convert a given array to an ordinary list with the same items, elements, or values.
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