IndexError：读取文本文件时列表索引超出范围

Question

我正在尝试从 Python 中的 .txt 文件导入数据以绘制它们，当我想运行程序时出现此错误：

IndexError: 列表索引超出范围

这是一个从文件中提取一些数据的教程，数据如下图：

0.,1.5
2.24425,1.5
4.48276,1.5
5.97701,1.5
7.47126,1.5
8.96552,1.5
11.204,1.5
13.4483,1.5
15.6925,1.5
16.4368,1.5
18.681,1.5
19.4253,1.5
20.75,1.48079
22.3958,1.45845
23.6551,1.42766
24.8608,1.36509
26.1056,1.28529
27.4468,1.21306
28.8132,1.16694
30.1137,1.08216
31.5696,984.851E-03
33.0455,903.886E-03
34.4998,834.626E-03
35.976,790.798E-03
37.5447,754.429E-03
38.9391,697.508E-03
40.6381,715.628E-03
42.5023,882.211E-03
44.4548,1.07169
46.4502,1.26281
47.9939,1.4163
49.4727,1.47307
50.9886 ,1.48932
52.4883,1.49803
53.9846,1.50005
55.4793,1.50108
56.9737,1.50113
58.4647,1.50104
59.9569,1.50067
61.4477,1.50024
62.941,1.49998
64.4312,1.49969
65.9247,1.49929
67.4158,1.49911
68.9096,1.49872
70.4016,1.4976
71.8958,1.49571
73.3918,1.49193
74.8895,1.48612
76.3943,1.4734
77.9068,1.45366
79.4224,1.39481
81.033,1.2964
82.7794,1.1667
84.4811,971.91E-03
86.4866,837.442E-03
88.0979,892.783E-03
89.4046,970.171E-03
90.8885,972.861E-03
92.3106,976.503E-03
93.7562,995.16E-03
95.2745,1.03632
96.7847,1.07072
98.2745,1.10487
99.7581,1.17663
101.079,1.24002
102.408,1.30343
103.686,1.36529
104.979,1.41119
106.239,1.45107
107.577,1.45885
109.25,1.47844
115.057,1.5
116.552,1.5
117.296,1.5
119.54,1.5
121.785,1.5
124.023,1.5
125.517,1.5
126.262,1.5
129.256,1.5
130.,1.5

这是我下面的 Python 代码，用于导入文件并绘制它：

import matplotlib.pyplot as plt
import csv

x=[]
y=[]

with open('raneen.txt','r') as csvfile:
    plots=csv.reader(csvfile, delimiter=',')
    for row in plots:
        x.append(float(row[0])) 
        y.append(float(row[1]))
plt.plot(x,y,label='Loaded from file!')



plt.xlabel('x')
plt.ylabel('y')
plt.title('Interesting graph\nCheck it out')
plt.legend()

plt.show()

我希望在 Python 中从这些数据中得到一个图表

Answer 1

如果您的数据文件中没有,，您必须将csv.reader方法中的分隔符参数分配为：

plots=csv.reader(csvfile, delimiter='  ')

Answer 2

在您编辑之前，文件已用可变长度的空格分隔，如下所示

            0.                 1.5        
            2.24425            1.5        
            4.48276            1.5        
            5.97701            1.5        
            7.47126            1.5        
            8.96552            1.5        
           11.204              1.5        
           13.4483             1.5        
           15.6925             1.5        
           16.4368             1.5        
           18.681              1.5        
           19.4253             1.5        
           20.75               1.48079    
           22.3958             1.45845    
           23.6551             1.42766    
           24.8608             1.36509    
           26.1056             1.28529    
           27.4468             1.21306    
           28.8132             1.16694    
           30.1137             1.08216    
           31.5696           984.851E-03  
           33.0455           903.886E-03  
           34.4998           834.626E-03  
           35.976            790.798E-03  
           37.5447           754.429E-03  
           38.9391           697.508E-03  
           40.6381           715.628E-03  
           42.5023           882.211E-03  
           44.4548             1.07169    
           46.4502             1.26281    
           47.9939             1.4163     
           49.4727             1.47307    
           50.9886             1.48932    

所以为了得到这两个向量，你可以这样进行：

x = []
y = []

with open(".../data.txt") as file:
    data = file.read()
data = data.split("\n")
for line in data:
    line = line.lstrip()
    x.append(float(line.split(" ")[0]))
    line = line.lstrip(line.split(" ")[0])
    y.append(float(line.strip()))

我知道它不是最优雅的方法，而且它对缺失值很敏感，但对于提供的示例，它可以工作