convert tuple list of list to dataframe
Question:
What’s proper way to convert list of list of tuple to dataframe?
e.g.
data = [
[('A',1),('B',2)],
[('A',2),('B',3)],
[('A',3),('B',4)],
]
I would like to get a dataframe as below:
A B
1 2
2 3
3 4
Answers:
You can create a list of dicts from list of tuples and then create dataframe.
df = pd.DataFrame(dict(lst) for lst in data)
# Or
# df = pd.DataFrame(map(dict,data))
print(df)
Output:
A B
0 1 2
1 2 3
2 3 4
Explanation:
>>> list(map(dict, data))
[{'A': 1, 'B': 2}, {'A': 2, 'B': 3}, {'A': 3, 'B': 4}]
df = pd.DataFrame(map(dict, data))
What’s proper way to convert list of list of tuple to dataframe?
e.g.
data = [
[('A',1),('B',2)],
[('A',2),('B',3)],
[('A',3),('B',4)],
]
I would like to get a dataframe as below:
A B
1 2
2 3
3 4
You can create a list of dicts from list of tuples and then create dataframe.
df = pd.DataFrame(dict(lst) for lst in data)
# Or
# df = pd.DataFrame(map(dict,data))
print(df)
Output:
A B
0 1 2
1 2 3
2 3 4
Explanation:
>>> list(map(dict, data))
[{'A': 1, 'B': 2}, {'A': 2, 'B': 3}, {'A': 3, 'B': 4}]
df = pd.DataFrame(map(dict, data))