使用 pandas 在 Python 中读取数据

Question

import pandas as pd
import sklearn
from sklearn.datasets import load_iris
Loading data from a CSV file
data = pd.read_csv('D:/Projects/FLGRU_Model/FLDataset/01-12/DrDoS_LDAP.csv')
df = pd.read_csv(data)
Performing data analysis
df.head()  # Display the first few rows
df.describe()  # Statistical summary of the data

以下代码可能有什么问题？它没有读取数据

我正在读取数据，代码给出以下错误

 DtypeWarning: Columns (85) have mixed types. Specify dtype option on import or set low_memory=False.
  data = pd.read_csv('D:/Projects/FLGRU_Model/FLDataset/01-12/DrDoS_LDAP.csv')
Traceback (most recent call last):

Answer 1

您正在读取 csv 文件两次。不应该这样做。 尝试读取一次 csv 文件。

import pandas as pd
import sklearn
from sklearn.datasets import load_iris

df = pd.read_csv('<FilePath>')
df.head()  # Display the first few rows
df.describe()  # Statistical summary of the data