如何轉換爲數據幀

我有一個數據文件是擴大的結果。該文件看起來像這樣如何轉換爲數據幀

x [*,*] 
:  1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 := 
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105 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 

: 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 := 
1  0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
2  0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
3  0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 
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5  0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
6  0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
7  0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
8  0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
9  0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 
10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
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12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
13 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
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15 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
16 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 
17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
18 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 
19 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 
20 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 
21 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
22 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
23 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
24 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
25 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
26 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
27 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
28 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
29 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
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31 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 
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34 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
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36 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 
37 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
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39 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 
40 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 
41 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
42 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
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45 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 
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48 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
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50 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 
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53 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 
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56 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
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58 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
59 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 
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62 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 
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64 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
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67 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
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71 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
72 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
73 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 
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75 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
76 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
77 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
78 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 
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80 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 
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82 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
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85 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 
86 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 
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91 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
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104 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 
105 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 

: 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 := 
1  0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
2  0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
3  0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
4  0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
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6  0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
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8  0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
9  0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
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13 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
14 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
15 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
16 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
18 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
19 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
20 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
21 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
22 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
23 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
24 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
25 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
26 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
27 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
28 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
29 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
30 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
31 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
33 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
34 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
35 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
36 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
37 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
38 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
39 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
40 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
41 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
42 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
43 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
44 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
45 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
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47 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
48 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
49 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
50 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
51 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
52 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
53 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
54 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
55 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
56 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
57 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
58 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
59 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
60 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
61 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
62 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
63 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
64 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
65 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
66 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
67 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
68 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
69 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
70 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
71 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
72 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
73 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
74 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
75 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
76 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
77 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
78 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
79 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
80 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
81 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
82 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
83 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
84 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
85 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
86 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
87 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
88 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
89 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
90 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
91 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
92 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
93 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
94 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
95 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
96 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
97 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
98 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
99 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
100 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
101 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
102 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
103 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
104 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
105 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 
;

它本質上是一個105 X 56矩陣。我如何將它轉換爲Python中的數據框？

我想能夠動態地使用該文件。目前我正在將文件從txt轉換爲csv並根據需要進行格式化。有人能給我一些想法嗎？

來源

2016-12-04 Dinesh.hmn

使用'pandas.DataFrame（）' – Jakub

我做了，但是有文本，結果分成多行。前19欄然後是下19欄，最後是其餘欄 –

一種解決方法可能如下：讀取文件，將其拆分成塊（在本例中用\n\n分隔），並用StringIO + pd.read_csv解析每個塊。下面的解決方案放棄列名稱，但這些名稱很容易恢復。

import pandas as pd 
from io import StringIO 

with open('temp.txt') as f: 
    # exact copy of your input data 
    f.readline() 
    # drop the first line 
    blocks = f.read().split('\n\n') 
    df = pd.concat((pd.read_csv(StringIO(block), sep=r' +', header=None, skiprows=1, skipfooter=1, index_col=0) 
     for i, block in enumerate(blocks)), axis=1) 
    df.columns = [i for i in range(1, len(df.columns)+1)] 
    df.set_index(df.index.values + 1, inplace=True)

來源

2016-12-04 09:05:40

如何轉換爲數據幀

回答

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