ValueError: could not convert string to float: '[0.0267469, 0.0272395, 0.0268747]'
up vote
0
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I try a code like this:
import pandas as pd
import numpy as np
test_data='train.csv'
csv_reader = pd.read_csv(test_data)
x_list = csv_reader[['spectra']]
x_list = np.array(x_list)
x = [float(o) for o in x_list[0]]
y_list = csv_reader[['molecule']]
and then I get this:
Traceback (most recent call last):
File "D:/Users/11825/source/repos/deep/shiyishi.py", line 16, in <module>
x = [float(o) for o in x_list[0]]
File "D:/Users/11825/source/repos/deep/shiyishi.py", line 16, in <listcomp>
x = [float(o) for o in x_list[0]]
ValueError: could not convert string to float: '[0.0267469, 0.0272395,
0.0268747, 0.0267555]'
this is the data's picture:
enter image description here
how i can save it?
python arrays
asked Nov 22 at 2:09
Neal
12
add a comment |
up vote
0
down vote
favorite
I try a code like this:
import pandas as pd
import numpy as np
test_data='train.csv'
csv_reader = pd.read_csv(test_data)
x_list = csv_reader[['spectra']]
x_list = np.array(x_list)
x = [float(o) for o in x_list[0]]
y_list = csv_reader[['molecule']]
and then I get this:
Traceback (most recent call last):
File "D:/Users/11825/source/repos/deep/shiyishi.py", line 16, in <module>
x = [float(o) for o in x_list[0]]
File "D:/Users/11825/source/repos/deep/shiyishi.py", line 16, in <listcomp>
x = [float(o) for o in x_list[0]]
ValueError: could not convert string to float: '[0.0267469, 0.0272395,
0.0268747, 0.0267555]'
this is the data's picture:
enter image description here
how i can save it?
python arrays
asked Nov 22 at 2:09
Neal
12
add a comment |
up vote
0
down vote
favorite
up vote
0
down vote
favorite
I try a code like this:
import pandas as pd
import numpy as np
test_data='train.csv'
csv_reader = pd.read_csv(test_data)
x_list = csv_reader[['spectra']]
x_list = np.array(x_list)
x = [float(o) for o in x_list[0]]
y_list = csv_reader[['molecule']]
and then I get this:
Traceback (most recent call last):
File "D:/Users/11825/source/repos/deep/shiyishi.py", line 16, in <module>
x = [float(o) for o in x_list[0]]
File "D:/Users/11825/source/repos/deep/shiyishi.py", line 16, in <listcomp>
x = [float(o) for o in x_list[0]]
ValueError: could not convert string to float: '[0.0267469, 0.0272395,
0.0268747, 0.0267555]'
this is the data's picture:
enter image description here
how i can save it?
python arrays
asked Nov 22 at 2:09
Neal
12
I try a code like this:
import pandas as pd
import numpy as np
test_data='train.csv'
csv_reader = pd.read_csv(test_data)
x_list = csv_reader[['spectra']]
x_list = np.array(x_list)
x = [float(o) for o in x_list[0]]
y_list = csv_reader[['molecule']]
and then I get this:
Traceback (most recent call last):
File "D:/Users/11825/source/repos/deep/shiyishi.py", line 16, in <module>
x = [float(o) for o in x_list[0]]
File "D:/Users/11825/source/repos/deep/shiyishi.py", line 16, in <listcomp>
x = [float(o) for o in x_list[0]]
ValueError: could not convert string to float: '[0.0267469, 0.0272395,
0.0268747, 0.0267555]'
this is the data's picture:
enter image description here
how i can save it?
python arrays
python arrays
asked Nov 22 at 2:09
Neal
12
asked Nov 22 at 2:09
Neal
12
asked Nov 22 at 2:09
Neal
12
asked Nov 22 at 2:09
Neal
12
asked Nov 22 at 2:09
Neal
12
12
add a comment |
add a comment |
1 Answer
1
active
oldest
votes
up vote
1
down vote
The lists stored in column spectra are actually stored as string after you save and load the dataframe.
Try this right after you do read_csv:
import ast
csv_reader['spectra'].apply(ast.literal_eval)
csv_reader['molecule'].apply(ast.literal_eval)
answered Nov 22 at 2:14
Eric Wang
32518
add a comment |
1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
up vote
1
down vote
The lists stored in column spectra are actually stored as string after you save and load the dataframe.
Try this right after you do read_csv:
import ast
csv_reader['spectra'].apply(ast.literal_eval)
csv_reader['molecule'].apply(ast.literal_eval)
answered Nov 22 at 2:14
Eric Wang
32518
add a comment |
up vote
1
down vote
The lists stored in column spectra are actually stored as string after you save and load the dataframe.
Try this right after you do read_csv:
import ast
csv_reader['spectra'].apply(ast.literal_eval)
csv_reader['molecule'].apply(ast.literal_eval)
answered Nov 22 at 2:14
Eric Wang
32518
add a comment |
up vote
1
down vote
up vote
1
down vote
The lists stored in column spectra are actually stored as string after you save and load the dataframe.
Try this right after you do read_csv:
import ast
csv_reader['spectra'].apply(ast.literal_eval)
csv_reader['molecule'].apply(ast.literal_eval)
answered Nov 22 at 2:14
Eric Wang
32518
The lists stored in column spectra are actually stored as string after you save and load the dataframe.
Try this right after you do read_csv:
import ast
csv_reader['spectra'].apply(ast.literal_eval)
csv_reader['molecule'].apply(ast.literal_eval)
answered Nov 22 at 2:14
Eric Wang
32518
answered Nov 22 at 2:14
Eric Wang
32518
answered Nov 22 at 2:14
Eric Wang
32518
answered Nov 22 at 2:14
Eric Wang
32518
32518
add a comment |
add a comment |
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