Attach your files so we can experiement. You can use the paperclip icon.
現在この質問をフォロー中です
- フォローしているコンテンツ フィードに更新が表示されます。
- コミュニケーション基本設定に応じて電子メールを受け取ることができます。
Data (.csv) extraction issue using "readtable"
66 ビュー (過去 30 日間)
古いコメントを表示
Hello, here is my problem:
I am processing data from .csv files. I have a large number of files to process, so I decided to use MATLAB. I wrote a complete script, but I realized that some of my files are not extracted correctly when I use readtable.
I take the example of two files that are identical in terms of formatting (names, content, layout, data...).
Original .csv files when checking with Excel :
File1.csv
File82.csv
The code i use :
File82 = readtable('File82.csv', 'VariableNamingRule', 'preserve');
File1 = readtable('File1.csv', 'VariableNamingRule', 'preserve');
Figure 1 :
Figure 2 :
I try to get exactly the same result as in Figure 1.
File1 is extracted correctly as a table (fig 1). Then, I execute the same command on File82 (fig 2), but I get a completely different table, where a row of data is missing, and the variable names are different.
I have searched extensively but cannot find a solution to this simple problem.
Sorry for my approximate English, I may have phrased the question poorly. I am attaching images so you can better understand.
Thank you in advance to everyone who will try to find a solution to my problem.
3 件のコメント
Mathieu NOE
2025 年 2 月 12 日 17:37
seems to me File82.csv does not contain the same amount of comma separators in every line
採用された回答
Cris LaPierre
2025 年 2 月 12 日 18:56
When you don't specify any options, MATLAB tries to guess the best way to input the data based on the file format. Here, because of the different number of items in rows 1 and 2 in File82, it is treating those lines as header lines and skipping them.
To prevent that, tell MATLAB that there are no header lines (see here). Here, it pads the missing items in row 2 with NaNs.
File1 = readtable('File1.csv','VariableNamingRule','preserve','NumHeaderLines',0)
File1 = 3x1068 table
12h42 12h36 12h30 12h24 12h18 12h12 12h06 12h 11h54 11h48 11h42 11h36 11h30 11h24 11h18 11h12 11h06 11h 10h54 10h48 10h42 10h36 10h30 10h24 10h18 10h12 10h06 10h 09h54 09h48 09h42 09h36 09h30 09h24 09h18 09h12 09h06 09h 08h54 08h48 08h42 08h36 08h30 08h24 08h18 08h12 08h06 08h 07h54 07h48 07h42 07h36 07h30 07h24 07h18 07h12 07h06 07h 06h54 06h48 06h42 06h36 06h30 06h24 06h18 06h12 06h06 06h 05h54 05h48 05h42 05h36 05h30 05h24 05h18 05h12 05h06 05h 04h54 04h48 04h42 04h36 04h30 04h24 04h18 04h12 04h06 04h 03h54 03h48 03h42 03h36 03h30 03h24 03h18 03h12 03h06 03h 02h54 02h48 02h42 02h36 02h30 02h24 02h18 02h12 02h06 02h 01h54 01h48 01h42 01h36 01h30 01h24 01h18 01h12 01h06 01h 00h54 00h48 00h42 00h36 00h30 00h24 00h18 00h12 00h06 00h 23h54 23h48 23h42 23h36 23h30 23h24 23h18 23h12 23h06 23h 22h54 22h48 22h42 22h36 22h30 22h24 22h18 22h12 22h06 22h 21h54 21h48 21h42 21h36 21h30 21h24 21h18 21h12 21h06 21h 20h54 20h48 20h42 20h36 20h30 20h24 20h18 20h12 20h06 20h 19h54 19h48 19h42 19h36 19h30 19h24 19h18 19h12 19h06 19h 18h54 18h48 18h42 18h36 18h30 18h24 18h18 18h12 18h06 18h 17h54 17h48 17h42 17h36 17h30 17h24 17h18 17h12 17h06 17h 16h54 16h48 16h42 16h36 16h30 16h24 16h18 16h12 16h06 16h 15h54 15h48 15h42 15h36 15h30 15h24 15h18 15h12 15h06 15h 14h54 14h48 14h42 14h36 14h30 14h24 14h18 14h12 14h06 14h 13h54 13h48 13h42 13h36 13h30 13h24 13h18 13h12 13h06 13h 12h54 12h48 12h42_1 12h36_1 12h30_1 12h24_1 12h18_1 12h12_1 12h06_1 12h_1 11h54_1 11h48_1 11h42_1 11h36_1 11h30_1 11h24_1 11h18_1 11h12_1 11h06_1 11h_1 10h54_1 10h48_1 10h42_1 10h36_1 10h30_1 10h24_1 10h18_1 10h12_1 10h06_1 10h_1 09h54_1 09h48_1 09h42_1 09h36_1 09h30_1 09h24_1 09h18_1 09h12_1 09h06_1 09h_1 08h54_1 08h48_1 08h42_1 08h36_1 08h30_1 08h24_1 08h18_1 08h12_1 08h06_1 08h_1 07h54_1 07h48_1 07h42_1 07h36_1 07h30_1 07h24_1 07h18_1 07h12_1 07h06_1 07h_1 06h54_1 06h48_1 06h42_1 06h36_1 06h30_1 06h24_1 06h18_1 06h12_1 06h06_1 06h_1 05h54_1 05h48_1 05h42_1 05h36_1 05h30_1 05h24_1 05h18_1 05h12_1 05h06_1 05h_1 04h54_1 04h48_1 04h42_1 04h36_1 04h30_1 04h24_1 04h18_1 04h12_1 04h06_1 04h_1 03h54_1 03h48_1 03h42_1 03h36_1 03h30_1 03h24_1 03h18_1 03h12_1 03h06_1 03h_1 02h54_1 02h48_1 02h42_1 02h36_1 02h30_1 02h24_1 02h18_1 02h12_1 02h06_1 02h_1 01h54_1 01h48_1 01h42_1 01h36_1 01h30_1 01h24_1 01h18_1 01h12_1 01h06_1 01h_1 00h54_1 00h48_1 00h42_1 00h36_1 00h30_1 00h24_1 00h18_1 00h12_1 00h06_1 00h_1 23h54_1 23h48_1 23h42_1 23h36_1 23h30_1 23h24_1 23h18_1 23h12_1 23h06_1 23h_1 22h54_1 22h48_1 22h42_1 22h36_1 22h30_1 22h24_1 22h18_1 22h12_1 22h06_1 22h_1 21h54_1 21h48_1 21h42_1 21h36_1 21h30_1 21h24_1 21h18_1 21h12_1 21h06_1 21h_1 20h54_1 20h48_1 20h42_1 20h36_1 20h30_1 20h24_1 20h18_1 20h12_1 20h06_1 20h_1 19h54_1 19h48_1 19h42_1 19h36_1 19h30_1 19h24_1 19h18_1 19h12_1 19h06_1 19h_1 18h54_1 18h48_1 18h42_1 18h36_1 18h30_1 18h24_1 18h18_1 18h12_1 18h06_1 18h_1 17h54_1 17h48_1 17h42_1 17h36_1 17h30_1 17h24_1 17h18_1 17h12_1 17h06_1 17h_1 16h54_1 16h48_1 16h42_1 16h36_1 16h30_1 16h24_1 16h18_1 16h12_1 16h06_1 16h_1 15h54_1 15h48_1 15h42_1 15h36_1 15h30_1 15h24_1 15h18_1 15h12_1 15h06_1 15h_1 14h54_1 14h48_1 14h42_1 14h36_1 14h30_1 14h24_1 14h18_1 14h12_1 14h06_1 14h_1 13h54_1 13h48_1 13h42_1 13h36_1 13h30_1 13h24_1 13h18_1 13h12_1 13h06_1 13h_1 12h54_1 12h48_1 12h42_2 12h36_2 12h30_2 12h24_2 12h18_2 12h12_2 12h06_2 12h_2 11h54_2 11h48_2 11h42_2 11h36_2 11h30_2 11h24_2 11h18_2 11h12_2 11h06_2 11h_2 10h54_2 10h48_2 10h42_2 10h36_2 10h30_2 10h24_2 10h18_2 10h12_2 10h06_2 10h_2 09h54_2 09h48_2 09h42_2 09h36_2 09h30_2 09h24_2 09h18_2 09h12_2 09h06_2 09h_2 08h54_2 08h48_2 08h42_2 08h36_2 08h30_2 08h24_2 08h18_2 08h12_2 08h06_2 08h_2 07h54_2 07h48_2 07h42_2 07h36_2 07h30_2 07h24_2 07h18_2 07h12_2 07h06_2 07h_2 06h54_2 06h48_2 06h42_2 06h36_2 06h30_2 06h24_2 06h18_2 06h12_2 06h06_2 06h_2 05h54_2 05h48_2 05h42_2 05h36_2 05h30_2 05h24_2 05h18_2 05h12_2 05h06_2 05h_2 04h54_2 04h48_2 04h42_2 04h36_2 04h30_2 04h24_2 04h18_2 04h12_2 04h06_2 04h_2 03h54_2 03h48_2 03h42_2 03h36_2 03h30_2 03h24_2 03h18_2 03h12_2 03h06_2 03h_2 02h54_2 02h48_2 02h42_2 02h36_2 02h30_2 02h24_2 02h18_2 02h12_2 02h06_2 02h_2 01h54_2 01h48_2 01h42_2 01h36_2 01h30_2 01h24_2 01h18_2 01h12_2 01h06_2 01h_2 00h54_2 00h48_2 00h42_2 00h36_2 00h30_2 00h24_2 00h18_2 00h12_2 00h06_2 00h_2 23h54_2 23h48_2 23h42_2 23h36_2 23h30_2 23h24_2 23h18_2 23h12_2 23h06_2 23h_2 22h54_2 22h48_2 22h42_2 22h36_2 22h30_2 22h24_2 22h18_2 22h12_2 22h06_2 22h_2 21h54_2 21h48_2 21h42_2 21h36_2 21h30_2 21h24_2 21h18_2 21h12_2 21h06_2 21h_2 20h54_2 20h48_2 20h42_2 20h36_2 20h30_2 20h24_2 20h18_2 20h12_2 20h06_2 20h_2 19h54_2 19h48_2 19h42_2 19h36_2 19h30_2 19h24_2 19h18_2 19h12_2 19h06_2 19h_2 18h54_2 18h48_2 18h42_2 18h36_2 18h30_2 18h24_2 18h18_2 18h12_2 18h06_2 18h_2 17h54_2 17h48_2 17h42_2 17h36_2 17h30_2 17h24_2 17h18_2 17h12_2 17h06_2 17h_2 16h54_2 16h48_2 16h42_2 16h36_2 16h30_2 16h24_2 16h18_2 16h12_2 16h06_2 16h_2 15h54_2 15h48_2 15h42_2 15h36_2 15h30_2 15h24_2 15h18_2 15h12_2 15h06_2 15h_2 14h54_2 14h48_2 14h42_2 14h36_2 14h30_2 14h24_2 14h18_2 14h12_2 14h06_2 14h_2 13h54_2 13h48_2 13h42_2 13h36_2 13h30_2 13h24_2 13h18_2 13h12_2 13h06_2 13h_2 12h54_2 12h48_2 12h42_3 12h36_3 12h30_3 12h24_3 12h18_3 12h12_3 12h06_3 12h_3 11h54_3 11h48_3 11h42_3 11h36_3 11h30_3 11h24_3 11h18_3 11h12_3 11h06_3 11h_3 10h54_3 10h48_3 10h42_3 10h36_3 10h30_3 10h24_3 10h18_3 10h12_3 10h06_3 10h_3 09h54_3 09h48_3 09h42_3 09h36_3 09h30_3 09h24_3 09h18_3 09h12_3 09h06_3 09h_3 08h54_3 08h48_3 08h42_3 08h36_3 08h30_3 08h24_3 08h18_3 08h12_3 08h06_3 08h_3 07h54_3 07h48_3 07h42_3 07h36_3 07h30_3 07h24_3 07h18_3 07h12_3 07h06_3 07h_3 06h54_3 06h48_3 06h42_3 06h36_3 06h30_3 06h24_3 06h18_3 06h12_3 06h06_3 06h_3 05h54_3 05h48_3 05h42_3 05h36_3 05h30_3 05h24_3 05h18_3 05h12_3 05h06_3 05h_3 04h54_3 04h48_3 04h42_3 04h36_3 04h30_3 04h24_3 04h18_3 04h12_3 04h06_3 04h_3 03h54_3 03h48_3 03h42_3 03h36_3 03h30_3 03h24_3 03h18_3 03h12_3 03h06_3 03h_3 02h54_3 02h48_3 02h42_3 02h36_3 02h30_3 02h24_3 02h18_3 02h12_3 02h06_3 02h_3 01h54_3 01h48_3 01h42_3 01h36_3 01h30_3 01h24_3 01h18_3 01h12_3 01h06_3 01h_3 00h54_3 00h48_3 00h42_3 00h36_3 00h30_3 00h24_3 00h18_3 00h12_3 00h06_3 00h_3 23h54_3 23h48_3 23h42_3 23h36_3 23h30_3 23h24_3 23h18_3 23h12_3 23h06_3 23h_3 22h54_3 22h48_3 22h42_3 22h36_3 22h30_3 22h24_3 22h18_3 22h12_3 22h06_3 22h_3 21h54_3 21h48_3 21h42_3 21h36_3 21h30_3 21h24_3 21h18_3 21h12_3 21h06_3 21h_3 20h54_3 20h48_3 20h42_3 20h36_3 20h30_3 20h24_3 20h18_3 20h12_3 20h06_3 20h_3 19h54_3 19h48_3 19h42_3 19h36_3 19h30_3 19h24_3 19h18_3 19h12_3 19h06_3 19h_3 18h54_3 18h48_3 18h42_3 18h36_3 18h30_3 18h24_3 18h18_3 18h12_3 18h06_3 18h_3 17h54_3 17h48_3 17h42_3 17h36_3 17h30_3 17h24_3 17h18_3 17h12_3 17h06_3 17h_3 16h54_3 16h48_3 16h42_3 16h36_3 16h30_3 16h24_3 16h18_3 16h12_3 16h06_3 16h_3 15h54_3 15h48_3 15h42_3 15h36_3 15h30_3 15h24_3 15h18_3 15h12_3 15h06_3 15h_3 14h54_3 14h48_3 14h42_3 14h36_3 14h30_3 14h24_3 14h18_3 14h12_3 14h06_3 14h_3 13h54_3 13h48_3 13h42_3 13h36_3 13h30_3 13h24_3 13h18_3 13h12_3 13h06_3 13h_3 12h54_3 12h48_3 12h42_4 12h36_4 12h30_4 12h24_4 12h18_4 12h12_4 12h06_4 12h_4 11h54_4 11h48_4 11h42_4 11h36_4 11h30_4 11h24_4 11h18_4 11h12_4 11h06_4 11h_4 10h54_4 10h48_4 10h42_4 10h36_4 10h30_4 10h24_4 10h18_4 10h12_4 10h06_4 10h_4 09h54_4 09h48_4 09h42_4 09h36_4 09h30_4 09h24_4 09h18_4 09h12_4 09h06_4 09h_4 08h54_4 08h48_4 08h42_4 08h36_4 08h30_4 08h24_4 08h18_4 08h12_4 08h06_4 08h_4 07h54_4 07h48_4 07h42_4 07h36_4 07h30_4 07h24_4 07h18_4 07h12_4 07h06_4 07h_4 06h54_4 06h48_4 06h42_4 06h36_4 06h30_4 06h24_4 06h18_4 06h12_4 06h06_4 06h_4 05h54_4 05h48_4 05h42_4 05h36_4 05h30_4 05h24_4 05h18_4 05h12_4 05h06_4 05h_4 04h54_4 04h48_4 04h42_4 04h36_4 04h30_4 04h24_4 04h18_4 04h12_4 04h06_4 04h_4 03h54_4 03h48_4 03h42_4 03h36_4 03h30_4 03h24_4 03h18_4 03h12_4 03h06_4 03h_4 02h54_4 02h48_4 02h42_4 02h36_4 02h30_4 02h24_4 02h18_4 02h12_4 02h06_4 02h_4
_____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ __________ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ __________ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ __________ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____
17.4 17.3 17.2 17.4 17.6 17.5 17.5 17.3 17.1 17.1 17.3 17.4 17.3 17.2 17.1 17 16.8 17 16.9 16.8 16.8 16.6 16.6 16.5 16.5 16.6 16.4 16.7 16.7 16.5 16.8 16.8 16.7 16.8 16.8 16.6 16.8 16.8 16.7 16.8 16.8 16.8 16.9 16.9 16.9 16.8 16.7 16.6 16.7 16.6 16.7 16.7 16.8 16.8 16.7 16.6 16.6 16.6 16.8 16.8 16.8 16.8 16.9 16.9 17 17.1 17.1 17 17 17.1 17.2 17.3 17.4 17.4 17.5 17.6 17.7 17.7 17.9 17.9 18.1 18.2 18.3 18.4 18.5 18.7 18.9 19.4 19.4 19.4 19.4 19.5 19.6 19.6 19.6 19.6 19.6 19.6 19.6 19.6 19.6 19.6 19.6 19.6 19.6 19.6 19.6 19.6 19.6 19.7 19.7 19.7 19.8 19.8 19.9 20 19.9 20 19.9 19.9 19.9 19.9 19.9 19.9 19.9 19.9 19.8 19.8 19.8 19.8 19.9 19.9 19.9 19.9 20 20 20.1 20.1 20.1 20.1 20.1 20.1 20.1 20.1 20.1 20.1 20.1 20.1 20 20 20 20.2 20.4 20.6 20.7 20.7 20.8 20.9 20.9 21 21.1 21.2 21.3 21.4 21.4 21.6 21.6 21.6 21.6 21.6 21.7 21.8 21.7 21.8 21.7 21.6 21.6 21.5 21.6 21.6 21.7 21.8 21.6 21.7 21.6 21.5 21.5 21.5 21.5 21.5 21.5 21.4 21.7 21.6 21.6 21.5 21.6 21.7 21.6 21.7 21.7 21.7 21.6 21.9 21.7 21.7 21.6 21.6 21.5 21.5 21.6 21.6 21.9 21.6 21.8 21.7 21.6 21.5 21.5 21.7 22.1 22 21.9 21.9 21.6 21.5 21.5 21.2 20.7 20.8 20.7 20.7 20.4 20.5 20.4 20.2 20.1 20.3 20.1 {0x0 char} 19.9 20 19.7 19.8 19.8 19.9 19.5 19.5 19.5 19.3 19.3 19.2 19.1 19 19.1 19.2 19 18.8 18.7 18.8 18.8 18.6 18.6 18.6 19 18.8 18.9 18.7 18.6 18.6 18.5 18.7 19 19 19 18.9 18.9 18.8 18.9 19 19 19 19 19 19 19 19 19.1 19.3 19.3 19.3 19.5 19.5 19.6 19.7 19.7 19.7 19.8 19.9 20 20 20 20.1 20.1 20.1 20.2 20.2 20.2 20.2 20.3 20.3 20.3 20.3 20.4 20.4 20.4 20.4 20.3 20.3 20.4 20.4 20.4 20.4 20.4 20.4 20.4 20.5 20.5 20.5 20.6 20.6 20.7 20.8 20.8 20.9 21 21.1 21.2 21.3 21.5 21.5 21.5 21.5 21.6 21.6 21.6 21.5 21.5 21.3 21.5 21.6 21.6 21.7 21.9 22.2 22.3 22.6 22.6 22.7 22.7 22.7 22.7 22.7 22.7 22.7 22.6 22.7 22.6 22.6 22.6 22.7 22.9 22.9 23 23 23.1 23.2 23.3 23.4 23.4 23.4 23.4 23.4 23.3 23.3 23.3 23.4 23.4 23.5 23.4 23.4 23.4 23.4 23.4 23.4 23.4 23.5 23.5 23.6 23.8 24.2 24.9 25.9 26.5 26.8 26.9 27.1 27.2 27.3 27.5 27.5 27.5 27.6 27.6 27.8 27.8 27.7 27.7 27.7 27.6 27.8 28.1 28.2 28.2 28.1 28.1 28.3 28 27.9 27.8 27.9 27.9 27.8 27.8 27.7 27.7 28.1 28.3 28.4 28.5 28.5 28.9 28.7 28.5 28.5 28.1 28.5 28.4 27.7 27.5 27.6 27.9 27.4 27.4 27.4 26.9 27 27.1 27.6 27.4 27.2 27.1 27.1 27 26.8 26.7 26.9 27.2 26.9 26.5 26.4 26.9 26.8 26.5 26 25.8 25.7 26.1 25.8 25.3 25.6 25.6 25.8 25.3 25 25.2 25 24.8 24.7 24.9 24.7 24.8 24.6 24.2 24.4 24.1 23.6 23.6 23.8 23.7 23.5 23.6 23.5 23.4 23.2 23.3 23.1 23.1 23 22.8 22.8 22.3 22.2 21.9 21.3 21.3 21.2 21 20.6 20.5 20.2 20 20 19.8 19.6 19.4 19.1 18.9 18.8 18.7 18.5 18.4 18.3 18.2 18.2 18.3 18.3 18.3 18.3 18.4 18.4 18.3 18.3 18.3 18.3 18.4 18.3 18.3 18.3 18.5 18.4 18.4 18.4 18.4 18.4 18.4 18.5 18.5 18.5 18.6 18.5 18.6 18.5 18.5 18.5 18.5 18.5 18.5 18.5 18.6 18.6 18.7 18.7 18.6 18.7 18.7 18.9 19 19.2 19.3 19.3 19.3 19.3 19.4 19.4 19.5 19.5 19.6 19.8 19.9 19.9 19.8 19.7 19.7 19.9 20.1 20.3 20.4 20.4 20.5 20.5 20.5 20.6 20.7 20.8 20.9 20.9 20.9 21 21 21 21.2 21.2 21.1 21.2 21.2 21.2 21.3 21.4 21.5 21.5 21.6 21.7 21.9 21.9 22 22.1 22.1 22 22 22.1 22.2 22.1 22.2 22.2 22.2 22.2 22.2 22.2 22.4 22.5 22.5 22.6 22.7 22.9 23.1 23.4 23.5 23.7 23.9 24.1 24.3 24.1 24.4 24.3 24.4 24.7 24.7 25.2 25.5 25.1 25.3 25.8 25.8 25.6 25.3 24.9 25.3 25.6 25 24.8 25 25.4 25.6 25.2 25 24.2 24.3 24.4 24.1 24.2 24.2 24.1 24.2 24 24.3 24.2 24.2 24.4 24.5 24.8 25 25.1 24.8 24.7 24.4 24.1 24.1 24.3 24.4 24 24 23.9 24 24.1 24.4 24.1 23.7 23.5 23.4 23.1 23.3 23.5 23.2 22.9 22.3 22.6 22 21.4 21.7 21.5 21.6 22 22.1 21.8 21.7 20.8 20.5 20.4 20.9 20.8 20.5 20.6 20.3 20 19.9 19.9 19.7 19.9 19.8 19.9 19.9 20 20.2 20.1 19.6 19.3 19.2 19 18.8 18.9 18.7 18.5 18.3 18.3 18 18.1 18.1 18 17.9 17.9 17.8 17.9 17.7 17.6 17.5 17.4 17.3 17.2 17.1 17.1 17.1 16.9 17 16.9 16.8 16.6 16.5 16.4 16.3 16.1 15.9 15.7 15.7 15.7 15.9 15.9 16 16.1 16.1 16.1 16.2 16.3 16.4 16.5 16.5 16.5 16.5 16.6 16.6 16.7 16.8 16.9 16.9 17 17.1 17.1 17.3 17.3 17.3 17.4 17.4 17.5 17.5 17.6 17.5 17.5 17.5 17.5 17.6 17.6 17.7 17.7 17.8 17.8 17.8 17.5 17.6 17.7 17.9 17.9 18 18.1 18.2 18.2 18.3 18.3 18.3 18.3 18.2 18.3 18.4 18.4 18.5 18.5 18.5 18.5 18.6 18.8 18.9 19 19.1 19.1 19.1 19.1 19.2 19.3 19.4 19.5 19.6 19.7 19.8 19.9 20 20 20 20.1 20 20.1 20.2 20.2 20.3 20.4 20.4 20.5 20.5 20.4 20.4 20.5 20.5 20.5 20.5 20.5 20.5 20.6 20.7 20.7 20.8 20.8 20.9 21 21 21 21.1 21.1 21.1 21.2 21.2 21.1 21.1 21.3 21.4 21.5 21.5 21.4 21.5 21.8 21.7 22 21.9 22.2 22.1 22.3 22.5 22.8 22.7 22.8 22.7 22.7 23 23.1 22.9 23.2 23.4 23.4 23.1 22.9 23.2 23.1 22.9 22.6 22.8 23.3 22.9 23.2 23 22.4 22.7 22.9 23.1 22.4 22.6 23 23.4 23.2 23 23.4 22.7 22.5 21.9 {0x0 char} 22 22.1 22.2 22.1 21.7 21.5 21.5 21 20.9 20.8 20.5 20.1 20.1 19.9 19.9 19.8 19.5 19.3 18.9 19.2 19.3 19.1 19.3 19.3 19.4 19 18.8 18.9 {0x0 char} 19.7 19.9 20.9 20.8 20.7 20.7 20.4 20.4 20.4 20.3 20 20 20 19.9 19.8 19.8 19.7 19.6 19.6 19.5 19.5 19.5 19.5 19.5 19.4 19.4 19.3 19.4 19.3 19.3 19.3 19.3 19.3 19.3 19.3 19.2 19.2 19.2 19.2 19.2 19.1 19.1 19.1 19.1 19.1 19.1 19.1 19.1 19.1 19.1 19.2 19.2 19.2 19.2 19.2 19.3 19.3 19.3 19.3 19.4 19.5 19.5 19.5 19.5 19.5 19.5 19.6 19.6 19.6 19.6 19.7 19.6 19.6 19.5 19.6 19.6 19.5 19.5 19.5 19.5 19.5 19.4 19.4 19.4 19.4 19.4 19.4 19.4
93 93 92 92 93 93 94 93 92 92 93 94 94 94 95 94 94 95 95 95 95 95 95 95 95 95 94 95 95 95 95 96 95 95 96 95 96 96 95 95 96 95 96 96 96 96 96 95 95 95 95 95 96 96 96 95 95 95 96 96 96 96 96 95 96 96 95 95 95 95 95 95 95 95 95 95 95 94 94 94 94 94 94 94 93 93 93 94 94 94 94 94 95 95 94 94 94 94 94 94 94 94 94 94 94 94 94 94 94 94 94 94 94 94 94 94 94 94 94 94 94 93 93 94 94 94 93 92 93 93 93 93 93 93 93 93 93 93 93 93 93 92 93 92 92 92 92 92 91 90 90 90 89 88 88 87 88 87 87 86 85 84 83 82 79 79 79 79 78 78 77 78 76 78 79 77 77 78 77 78 78 80 79 77 77 77 79 81 80 80 79 77 77 77 76 75 74 74 75 74 76 74 74 76 73 74 74 74 73 72 73 75 76 73 75 74 73 74 71 69 72 71 69 74 72 72 73 75 73 77 77 76 73 75 75 75 75 82 78 {' ' } 78 81 78 81 83 85 84 86 87 88 88 89 87 89 89 91 92 92 91 91 90 89 89 89 93 91 93 92 92 91 90 90 92 91 91 91 91 90 91 90 90 89 88 88 88 88 88 89 91 91 91 92 92 92 92 92 92 92 92 92 93 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 91 92 91 91 91 91 90 90 90 90 89 90 89 89 88 88 87 87 85 82 82 82 81 81 80 80 80 79 80 84 82 80 80 79 79 78 75 70 70 69 69 69 69 69 68 68 68 68 67 67 67 67 65 64 64 63 62 61 61 61 60 60 60 60 59 60 60 59 61 60 60 60 60 59 60 60 60 59 60 58 56 52 47 44 40 41 42 42 42 41 42 42 43 41 41 40 43 44 45 40 39 38 38 38 40 40 40 41 43 42 40 41 40 44 42 40 38 41 37 44 39 42 39 39 42 42 39 40 43 43 44 43 46 47 47 47 45 46 45 44 45 49 45 46 46 48 49 48 50 53 50 52 48 52 49 53 49 50 51 51 50 53 51 52 54 54 54 54 52 54 54 56 57 55 56 56 56 57 60 60 58 59 59 59 59 61 60 60 66 61 66 64 66 67 68 67 68 70 70 73 73 72 75 75 76 77 75 78 77 80 80 81 80 79 80 81 80 81 79 80 78 77 76 75 76 76 75 74 73 74 72 72 72 71 71 71 72 72 72 73 71 71 71 71 71 71 71 71 70 71 70 70 70 69 69 68 67 67 66 65 65 64 65 65 65 64 64 64 64 65 62 61 61 62 61 60 61 60 59 59 59 60 60 59 59 59 58 57 58 57 57 58 59 58 59 58 57 58 57 56 56 56 56 56 55 55 56 55 56 55 55 55 54 55 55 54 54 54 53 54 55 54 54 54 54 52 53 50 50 49 51 55 46 50 46 44 48 45 47 46 44 46 45 47 45 48 48 43 46 45 44 43 45 43 45 45 46 49 50 49 44 46 47 48 45 49 47 49 50 47 45 47 45 44 48 50 48 48 48 51 46 48 50 52 47 49 50 56 56 51 54 54 56 57 59 59 60 60 65 63 66 63 65 68 65 72 69 68 67 72 72 67 70 73 74 72 74 72 72 73 74 71 70 73 78 75 73 76 78 75 76 78 80 77 79 78 78 80 80 80 81 80 83 81 82 83 82 83 82 82 82 83 83 84 84 84 84 85 86 85 85 86 85 84 83 83 82 83 81 82 81 81 81 80 80 80 80 80 80 79 79 78 78 78 77 77 76 76 76 75 75 75 75 74 74 74 74 75 74 74 74 74 73 73 73 73 74 73 72 72 72 71 70 70 70 69 69 69 69 69 68 68 67 68 67 67 67 66 65 65 65 64 64 64 64 63 62 62 60 59 59 59 58 58 58 57 57 57 57 56 57 56 57 57 57 57 57 58 57 57 58 59 59 59 60 59 59 58 58 58 58 58 58 58 59 58 60 60 59 58 59 59 59 59 59 59 59 59 57 57 58 57 54 54 56 54 55 55 55 56 54 56 55 55 56 55 55 56 56 57 57 56 58 57 59 60 62 59 62 62 62 62 62 61 61 63 63 65 68 68 {' ' } 69 67 70 74 72 72 76 75 78 77 78 79 79 80 83 83 84 86 85 86 88 87 87 89 91 90 90 90 {' ' } 89 85 80 84 86 87 86 88 88 89 89 90 92 92 91 92 92 92 92 91 92 92 92 92 92 92 92 92 92 91 91 91 91 90 89 89 89 89 89 89 90 89 90 89 89 89 89 89 89 89 89 89 88 88 88 88 88 88 87 87 85 84 84 83 83 83 83 83 82 82 82 81 81 81 81 81 80 80 80 81 80 80 81 80 81 80 81 80
16.8 16.7 16.2 16.3 16.3 16.3 16.3 16.3 16.7 16.6 16.6 16.7 16.9 16.8 16.8 16.7 16.6 16.7 16.3 16.2 16.2 16.2 17 17 17 17 16.9 17 17 16.9 17 17 17.2 17.2 17.2 17.2 17.2 17.2 17.2 17.2 17.2 17.2 17.3 17.3 17.3 17.3 17.2 17.2 17.2 17.2 17.2 17.2 17.2 17.2 17.1 17.1 17.1 17.1 17.2 17.2 17.2 17.2 17.3 17.3 17.4 17.4 17.4 17.4 17.4 17.4 17.4 17.4 17.8 17.8 17.9 17.9 17.9 NaN 18 18 18 18.1 17.7 17.7 17.7 17.8 17.9 18 18 18 18 18 18.2 18.2 18.2 18.2 18.2 18.2 18.2 18.2 18.2 18.2 18.5 18.5 18.5 18.5 18.5 18.5 18.5 18.5 18.5 18.5 18.8 18.8 18.9 18.9 18.9 18.9 18.9 18.9 18.9 18.9 18.5 18.5 18.5 18.5 18.5 18.5 18.5 18.5 18.5 18.5 18.6 18.6 18.7 18.7 18.7 18.7 18.7 18.7 18.7 18.7 18.2 18.2 18.2 18.2 18.2 18.2 18.2 18.2 18.2 18.3 19.3 19.4 19.4 19.4 19.5 19.5 19.5 19.5 19.5 19.6 20.4 20.4 20.4 20.5 20.5 20.5 21.2 21.2 21.4 21.5 21.7 21.7 21.7 21.5 21.3 21.4 23.4 23.4 23 22.7 22 22 22.5 22.6 22.3 NaN 22.2 22.2 22 21.5 21.7 21.7 21.7 21.6 21.9 22.1 21.8 21.7 21.7 21.8 21.7 21.7 21.9 22.4 22.4 22.1 22.6 22.4 22.1 21.8 22 21.8 21.8 22.6 22.6 NaN 23 23.1 23.2 22.4 21.8 21.8 21.4 21.6 21.5 21.7 21.6 21.4 21.2 20.8 20.4 20.8 20.4 20.4 20.9 21.1 19.1 {' ' } 19.1 19.1 17.6 17.7 17.7 17.7 17.6 17.7 17.5 17.4 17.4 17.4 17.8 17.8 17.8 17.8 17.8 17.7 17.7 17.8 17.8 17.7 17.6 17.6 17.7 17.7 17.7 17.6 17.6 17.6 17.5 17.6 18.3 18.3 18.3 18.2 18.2 18.2 18.2 18.2 18.2 18.2 18.4 18.4 18.4 18.4 18.4 NaN 18.5 18.5 18.5 18.5 18.3 18.3 18.4 18.4 18.4 18.4 18.4 18.5 18.5 18.5 18.8 18.8 18.8 18.9 18.9 18.9 18.9 18.9 18.9 18.9 19.1 19.1 19.1 19.1 19.1 19.1 19.1 19.1 19.1 19.1 19 19 19 19 19 19 19 19.1 19.1 19.1 19.3 19.3 19.4 19.4 19.4 19.5 19.5 19.5 19.5 19.5 19.5 19.6 19.6 19.6 19.5 19.5 19.5 19.5 19.6 19.6 19.9 19.9 20 20.1 20.2 NaN 20.2 20.2 20.2 20.2 20 20 20 20 20 20 20 20 20 20.1 20.6 20.6 20.6 20.7 20.7 20.7 20.7 20.7 20.7 20.7 21.4 21.4 21.4 21.4 21.4 21.4 21.6 21.6 21.6 21.6 20.9 20.9 20.9 20.9 20.9 20.9 21 21.1 21.2 21.4 21.6 21.8 21.9 21.9 22 NaN 22.9 22.9 22.9 22.9 22.5 22.5 22.6 22.7 22.6 22.7 22.7 22.5 22.4 22.5 22.4 22.4 22.3 22.3 22.6 23.1 23.1 23.1 23.3 23.2 23.3 23.2 23 23 23.3 23.2 22.9 22.9 22.9 23 22.9 22.9 22.8 22.7 22.8 22.9 22.7 22.7 22.7 22.9 22.7 22.7 22.6 22.4 22.5 22.4 22.5 22.3 22.3 22.4 22 22.2 22 21.9 22.1 22.1 22.3 22.2 22.1 22.6 22.4 22.2 22.2 22.1 22.1 22.2 21.5 21.4 21.4 21.6 22.2 22 21.9 21.9 21.8 21.7 21.6 21.6 21.6 21.8 21.5 21.1 21.3 21.4 21 21.1 20.8 20.7 20.7 20.8 20.8 20.8 20.8 20.9 20.7 NaN 20.6 20.6 20.7 20.5 20 19.9 20 20 20 19.9 19 18.9 18.7 18.7 17.7 17.7 17.5 17.5 17.4 17.3 16.9 16.9 16.8 16.8 16.1 16.1 16.1 16.1 16.1 16.1 16.1 16.1 16.1 16.1 15.8 15.8 15.8 15.8 15.8 15.8 15.8 15.8 15.8 15.8 16 16 16 16 16 16 16 16 16 16 16.1 16.1 16.1 16.1 16.1 16.1 16.1 16.2 16.2 16.2 16.4 16.4 16.4 16.4 16.5 16.5 16.5 16.6 16.6 16.6 16.8 16.8 16.8 16.8 16.8 16.9 16.9 17 17 16.9 17.2 17.2 17.2 17.3 17.4 17.4 17.4 17.4 17.4 17.4 17.5 17.5 17.5 17.5 17.5 17.5 17.6 17.6 17.6 17.6 17.7 17.7 17.7 17.7 17.7 17.7 17.8 17.8 17.8 17.9 18 18.1 18.1 18.1 18.2 18.2 18.6 18.5 18.5 18.7 18.9 18.8 18.8 18.9 18.9 18.8 19.4 19.6 19.5 19.4 19.9 20 20 20.2 20.7 20.5 21.5 21.4 21.3 21.6 22.2 21.9 22.2 22.2 22 21.7 21.8 22 21.8 21.6 21.4 21.2 21.2 21.3 21.2 21.5 21.8 21.5 21.4 21.4 21.3 21.3 21.6 22.1 21.7 21.9 23 22.9 22.6 22.3 21.9 21.9 21.2 21 21 21.3 21.7 21.5 21.9 21.8 21.9 21.4 21.6 22.2 22.3 22.7 22.6 21.9 21.4 21.4 21.3 21.4 21 21 21.3 21.1 20.5 20.7 20.4 20.2 20.7 20.3 20.2 20 20.3 20 19.7 19.9 19.6 19.7 19.8 19.9 20 20.3 19.9 19.5 19.3 19.5 19.8 20.2 19.9 20.2 20.1 19.5 19.5 19.5 18.7 18.9 18.9 18.6 18.4 18.4 18.4 18.4 18.5 18.2 17.7 17.7 17.7 17.7 17.7 17.6 17.5 17.4 17.5 17.4 17.1 17.1 17 16.9 16 15.9 15.9 16 15.9 15.8 15.6 15.5 15.5 15.5 15.1 15.2 15.1 15.1 15 15 14.9 14.9 14.8 14.8 14.7 14.7 14.7 14.7 14.7 14.7 14.8 14.8 14.8 14.8 14.8 14.9 14.9 14.9 14.9 14.9 14.9 14.9 15 15 15.2 15.2 15.3 15.3 15.3 15.3 15.3 15.3 15.4 15.4 15.2 15.2 15.2 15.2 15.2 15.2 15.2 15.2 15.2 15.3 15.4 15.4 15.4 15.4 15.3 15.4 15.4 15.5 15.5 15.5 15.5 15.5 15.5 15.6 15.6 15.6 15.6 15.5 15.6 15.6 16 16 16 16 16 16 16.1 16.1 16.1 16.2 16.2 16.2 16.2 16.2 16.2 16.3 16.4 16.4 16.4 16.4 16.1 16.1 16.2 16.1 16.2 16.2 16.6 16.7 16.7 16.7 17.1 17 17.1 17.2 17.1 17.1 17.9 17.6 17.6 17.5 18.2 18.2 18.1 18.1 18.1 NaN 18.5 18.5 18.5 18.4 18.1 18.1 18 18.1 18.1 NaN 18.3 18.2 18.3 18.3 19.2 19.1 19.1 19.1 19.2 19.2 19.2 19.2 19.3 19.2 18.9 19 19.2 19.1 19.1 19.1 19.7 19.7 19.7 19.7 20.1 20.2 20.2 19.9 19.9 NaN 20.6 20.2 20.1 20.5 21.4 21.2 21.3 21.2 20.9 21.4 20 20 19.8 19.8 20.1 20.3 20.2 20.1 20.2 20.1 19.7 19.5 {' ' } 19.5 19.4 19.4 19.4 19.3 19.2 19.2 19 19 19 18.9 18 18 17.9 17.9 17.9 17.8 17.7 17.6 17.7 17.7 18.4 18.5 18.5 18.5 18.4 18.3 18.3 {' ' } 18.5 18.6 18.7 18.7 18.6 18.6 18.5 18.6 18.5 18.5 18.4 18.4 18.5 18.5 18.4 18.4 18.4 18.4 18.4 18.3 18.3 18.3 18.2 18.2 18.2 18.2 18.1 NaN 18.1 18.1 18.1 18.1 17.8 17.8 17.8 17.8 17.8 NaN 17.7 17.7 17.7 17.7 17.6 17.6 17.6 17.6 17.6 17.6 17.6 17.6 17.6 17.6 17.7 17.7 17.7 17.8 17.8 17.8 17.8 17.8 17.8 17.8 18 18 18 18 18.1 18.1 18.1 18.1 18.1 18.1 17.6 17.6 17.6 17.6 17.6 17.6 17.6 17.6 17.6 17.6 17.9 17.9 17.9 17.9 17.9 17.9
File82 = readtable('File82.csv','VariableNamingRule','preserve','NumHeaderLines',0)
File82 = 3x1057 table
11h36 11h30 11h24 11h18 11h12 11h06 11h 10h54 10h48 10h42 10h36 10h30 10h24 10h18 10h12 10h06 10h 09h54 09h48 09h42 09h36 09h30 09h24 09h18 09h12 09h06 09h 08h54 08h48 08h42 08h36 08h30 08h24 08h18 08h12 08h06 08h 07h54 07h48 07h42 07h36 07h30 07h24 07h18 07h12 07h06 07h 06h54 06h48 06h42 06h36 06h30 06h24 06h18 06h12 06h06 06h 05h54 05h48 05h42 05h36 05h30 05h24 05h18 05h12 05h06 05h 04h54 04h48 04h42 04h36 04h30 04h24 04h18 04h12 04h06 04h 03h54 03h48 03h42 03h36 03h30 03h24 03h18 03h12 03h06 03h 02h54 02h48 02h42 02h36 02h30 02h24 02h18 02h12 02h06 02h 01h54 01h48 01h42 01h36 01h30 01h24 01h18 01h12 01h06 01h 00h54 00h48 00h42 00h36 00h30 00h24 00h18 00h12 00h06 00h 23h54 23h48 23h42 23h36 23h30 23h24 23h18 23h12 23h06 23h 22h54 22h48 22h42 22h36 22h30 22h24 22h18 22h12 22h06 22h 21h54 21h48 21h42 21h36 21h30 21h24 21h18 21h12 21h06 21h 20h54 20h48 20h42 20h36 20h30 20h24 20h18 20h12 20h06 20h 19h54 19h48 19h42 19h36 19h30 19h24 19h18 19h12 19h06 19h 18h54 18h48 18h42 18h36 18h30 18h24 18h18 18h12 18h06 18h 17h54 17h48 17h42 17h36 17h30 17h24 17h18 17h12 17h06 17h 16h54 16h48 16h42 16h36 16h30 16h24 16h18 16h12 16h06 16h 15h54 15h48 15h42 15h36 15h30 15h24 15h18 15h12 15h06 15h 14h54 14h48 14h42 14h36 14h30 14h24 14h18 14h12 14h06 14h 13h54 13h48 13h42 13h36 13h30 13h24 13h18 13h12 13h06 13h 12h54 12h48 12h42 12h36 12h30 12h24 12h18 12h12 12h06 12h 11h54 11h48 11h42 11h36_1 11h30_1 11h24_1 11h18_1 11h12_1 11h06_1 11h_1 10h54_1 10h48_1 10h42_1 10h36_1 10h30_1 10h24_1 10h18_1 10h12_1 10h06_1 10h_1 09h54_1 09h48_1 09h42_1 09h36_1 09h30_1 09h24_1 09h18_1 09h12_1 09h06_1 09h_1 08h54_1 08h48_1 08h42_1 08h36_1 08h30_1 08h24_1 08h18_1 08h12_1 08h06_1 08h_1 07h54_1 07h48_1 07h42_1 07h36_1 07h30_1 07h24_1 07h18_1 07h12_1 07h06_1 07h_1 06h54_1 06h48_1 06h42_1 06h36_1 06h30_1 06h24_1 06h18_1 06h12_1 06h06_1 06h_1 05h54_1 05h48_1 05h42_1 05h36_1 05h30_1 05h24_1 05h18_1 05h12_1 05h06_1 05h_1 04h54_1 04h48_1 04h42_1 04h36_1 04h30_1 04h24_1 04h18_1 04h12_1 04h06_1 04h_1 03h54_1 03h48_1 03h42_1 03h36_1 03h30_1 03h24_1 03h18_1 03h12_1 03h06_1 03h_1 02h54_1 02h48_1 02h42_1 02h36_1 02h30_1 02h24_1 02h18_1 02h12_1 02h06_1 02h_1 01h54_1 01h48_1 01h42_1 01h36_1 01h30_1 01h24_1 01h18_1 01h12_1 01h06_1 01h_1 00h54_1 00h48_1 00h42_1 00h36_1 00h30_1 00h24_1 00h18_1 00h12_1 00h06_1 00h_1 23h54_1 23h48_1 23h42_1 23h36_1 23h30_1 23h24_1 23h18_1 23h12_1 23h06_1 23h_1 22h54_1 22h48_1 22h42_1 22h36_1 22h30_1 22h24_1 22h18_1 22h12_1 22h06_1 22h_1 21h54_1 21h48_1 21h42_1 21h36_1 21h30_1 21h24_1 21h18_1 21h12_1 21h06_1 21h_1 20h54_1 20h48_1 20h42_1 20h36_1 20h30_1 20h24_1 20h18_1 20h12_1 20h06_1 20h_1 19h54_1 19h48_1 19h42_1 19h36_1 19h30_1 19h24_1 19h18_1 19h12_1 19h06_1 19h_1 18h54_1 18h48_1 18h42_1 18h36_1 18h30_1 18h24_1 18h18_1 18h12_1 18h06_1 18h_1 17h54_1 17h48_1 17h42_1 17h36_1 17h30_1 17h24_1 17h18_1 17h12_1 17h06_1 17h_1 16h54_1 16h48_1 16h42_1 16h36_1 16h30_1 16h24_1 16h18_1 16h12_1 16h06_1 16h_1 15h54_1 15h48_1 15h42_1 15h36_1 15h30_1 15h24_1 15h18_1 15h12_1 15h06_1 15h_1 14h54_1 14h48_1 14h42_1 14h36_1 14h30_1 14h24_1 14h18_1 14h12_1 14h06_1 14h_1 13h54_1 13h48_1 13h42_1 13h36_1 13h30_1 13h24_1 13h18_1 13h12_1 13h06_1 13h_1 12h54_1 12h48_1 12h42_1 12h36_1 12h30_1 12h24_1 12h18_1 12h12_1 12h06_1 12h_1 11h54_1 11h48_1 11h42_1 11h36_2 11h30_2 11h24_2 11h18_2 11h12_2 11h06_2 11h_2 10h54_2 10h48_2 10h42_2 10h36_2 10h30_2 10h24_2 10h18_2 10h12_2 10h06_2 10h_2 09h54_2 09h48_2 09h42_2 09h36_2 09h30_2 09h24_2 09h18_2 09h12_2 09h06_2 09h_2 08h54_2 08h48_2 08h42_2 08h36_2 08h30_2 08h24_2 08h18_2 08h12_2 08h06_2 08h_2 07h54_2 07h48_2 07h42_2 07h36_2 07h30_2 07h24_2 07h18_2 07h12_2 07h06_2 07h_2 06h54_2 06h48_2 06h42_2 06h36_2 06h30_2 06h24_2 06h18_2 06h12_2 06h06_2 06h_2 05h54_2 05h48_2 05h42_2 05h36_2 05h30_2 05h24_2 05h18_2 05h12_2 05h06_2 05h_2 04h54_2 04h48_2 04h42_2 04h36_2 04h30_2 04h24_2 04h18_2 04h12_2 04h06_2 04h_2 03h54_2 03h48_2 03h42_2 03h36_2 03h30_2 03h24_2 03h18_2 03h12_2 03h06_2 03h_2 02h54_2 02h48_2 02h42_2 02h36_2 02h30_2 02h24_2 02h18_2 02h12_2 02h06_2 02h_2 01h54_2 01h48_2 01h42_2 01h36_2 01h30_2 01h24_2 01h18_2 01h12_2 01h06_2 01h_2 00h54_2 00h48_2 00h42_2 00h36_2 00h30_2 00h24_2 00h18_2 00h12_2 00h06_2 00h_2 23h54_2 23h48_2 23h42_2 23h36_2 23h30_2 23h24_2 23h18_2 23h12_2 23h06_2 23h_2 22h54_2 22h48_2 22h42_2 22h36_2 22h30_2 22h24_2 22h18_2 22h12_2 22h06_2 22h_2 21h54_2 21h48_2 21h42_2 21h36_2 21h30_2 21h24_2 21h18_2 21h12_2 21h06_2 21h_2 20h54_2 20h48_2 20h42_2 20h36_2 20h30_2 20h24_2 20h18_2 20h12_2 20h06_2 20h_2 19h54_2 19h48_2 19h42_2 19h36_2 19h30_2 19h24_2 19h18_2 19h12_2 19h06_2 19h_2 18h54_2 18h48_2 18h42_2 18h36_2 18h30_2 18h24_2 18h18_2 18h12_2 18h06_2 18h_2 17h54_2 17h48_2 17h42_2 17h36_2 17h30_2 17h24_2 17h18_2 17h12_2 17h06_2 17h_2 16h54_2 16h48_2 16h42_2 16h36_2 16h30_2 16h24_2 16h18_2 16h12_2 16h06_2 16h_2 15h54_2 15h48_2 15h42_2 15h36_2 15h30_2 15h24_2 15h18_2 15h12_2 15h06_2 15h_2 14h54_2 14h48_2 14h42_2 14h36_2 14h30_2 14h24_2 14h18_2 14h12_2 14h06_2 14h_2 13h54_2 13h48_2 13h42_2 13h36_2 13h30_2 13h24_2 13h18_2 13h12_2 13h06_2 13h_2 12h54_2 12h48_2 12h42_2 12h36_2 12h30_2 12h24_2 12h18_2 12h12_2 12h06_2 12h_2 11h54_2 11h48_2 11h42_2 11h36_3 11h30_3 11h24_3 11h18_3 11h12_3 11h06_3 11h_3 10h54_3 10h48_3 10h42_3 10h36_3 10h30_3 10h24_3 10h18_3 10h12_3 10h06_3 10h_3 09h54_3 09h48_3 09h42_3 09h36_3 09h30_3 09h24_3 09h18_3 09h12_3 09h06_3 09h_3 08h54_3 08h48_3 08h42_3 08h36_3 08h30_3 08h24_3 08h18_3 08h12_3 08h06_3 08h_3 07h54_3 07h48_3 07h42_3 07h36_3 07h30_3 07h24_3 07h18_3 07h12_3 07h06_3 07h_3 06h54_3 06h48_3 06h42_3 06h36_3 06h30_3 06h24_3 06h18_3 06h12_3 06h06_3 06h_3 05h54_3 05h48_3 05h42_3 05h36_3 05h30_3 05h24_3 05h18_3 05h12_3 05h06_3 05h_3 04h54_3 04h48_3 04h42_3 04h36_3 04h30_3 04h24_3 04h18_3 04h12_3 04h06_3 04h_3 03h54_3 03h48_3 03h42_3 03h36_3 03h30_3 03h24_3 03h18_3 03h12_3 03h06_3 03h_3 02h54_3 02h48_3 02h42_3 02h36_3 02h30_3 02h24_3 02h18_3 02h12_3 02h06_3 02h_3 01h54_3 01h48_3 01h42_3 01h36_3 01h30_3 01h24_3 01h18_3 01h12_3 01h06_3 01h_3 00h54_3 00h48_3 00h42_3 00h36_3 00h30_3 00h24_3 00h18_3 00h12_3 00h06_3 00h_3 23h54_3 23h48_3 23h42_3 23h36_3 23h30_3 23h24_3 23h18_3 23h12_3 23h06_3 23h_3 22h54_3 22h48_3 22h42_3 22h36_3 22h30_3 22h24_3 22h18_3 22h12_3 22h06_3 22h_3 21h54_3 21h48_3 21h42_3 21h36_3 21h30_3 21h24_3 21h18_3 21h12_3 21h06_3 21h_3 20h54_3 20h48_3 20h42_3 20h36_3 20h30_3 20h24_3 20h18_3 20h12_3 20h06_3 20h_3 19h54_3 19h48_3 19h42_3 19h36_3 19h30_3 19h24_3 19h18_3 19h12_3 19h06_3 19h_3 18h54_3 18h48_3 18h42_3 18h36_3 18h30_3 18h24_3 18h18_3 18h12_3 18h06_3 18h_3 17h54_3 17h48_3 17h42_3 17h36_3 17h30_3 17h24_3 17h18_3 17h12_3 17h06_3 17h_3 16h54_3 16h48_3 16h42_3 16h36_3 16h30_3 16h24_3 16h18_3 16h12_3 16h06_3 16h_3 15h54_3 15h48_3 15h42_3 15h36_3 15h30_3 15h24_3 15h18_3 15h12_3 15h06_3 15h_3 14h54_3 14h48_3 14h42_3 14h36_3 14h30_3 14h24_3 14h18_3 14h12_3 14h06_3 14h_3 13h54_3 13h48_3 13h42_3 13h36_3 13h30_3 13h24_3 13h18_3 13h12_3 13h06_3 13h_3 12h54_3 12h48_3 12h42_3 12h36_3 12h30_3 12h24_3 12h18_3 12h12_3 12h06_3 12h_3 11h54_3 11h48_3 11h42_3 11h36_4 11h30_4 11h24_4 11h18_4 11h12_4 11h06_4 11h_4 10h54_4 10h48_4 10h42_4 10h36_4 10h30_4 10h24_4 10h18_4 10h12_4 10h06_4 10h_4 09h54_4 09h48_4 09h42_4 09h36_4 09h30_4 09h24_4 09h18_4 09h12_4 09h06_4 09h_4 08h54_4 08h48_4 08h42_4 08h36_4 08h30_4 08h24_4 08h18_4 08h12_4 08h06_4 08h_4 07h54_4 07h48_4 07h42_4 07h36_4 07h30_4 07h24_4 07h18_4 07h12_4 07h06_4 07h_4 06h54_4 06h48_4 06h42_4 06h36_4 06h30_4 06h24_4 06h18_4 06h12_4 06h06_4 06h_4 05h54_4 05h48_4 05h42_4 05h36_4 05h30_4 05h24_4 05h18_4 05h12_4 05h06_4 05h_4 04h54_4 04h48_4 04h42_4 04h36_4 04h30_4 04h24_4 04h18_4 04h12_4 04h06_4 04h_4 03h54_4 03h48_4 03h42_4 03h36_4 03h30_4 03h24_4 03h18_4 03h12_4 03h06_4 03h_4 02h54_4 02h48_4 02h42_4 02h36_4 02h30_4 02h24_4 02h18_4 02h12_4 02h06_4 02h_4
_____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ___ _____ _____ _____ _____ _____ _____ _____ _____ _____ ____ _____ _____ _____ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ __________ ________ ________ ________ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____ _______ _______ _______ _______ _______ _______ _______ _______ _______ _____
23.2 23.1 23.4 23.3 23 22.9 23 22.8 23 23.1 22.6 22.3 22.4 22.7 22.4 22.3 21.9 21.5 21.7 21.3 21 21.1 20.8 20.4 20.3 20.1 19.9 19.4 19.3 19.1 19 18.8 18.5 18.2 17.7 17.6 17.6 17.5 17.3 17.3 17.3 17.2 17.2 17.3 17.3 17.4 17.5 17.4 17.6 17.7 17.8 17.9 18 18.1 18.3 18.4 18.5 18.5 18.4 18.4 18.4 18.3 18.2 18.1 18.1 18.1 18 18 18 18 18 18.1 18.1 18.1 18.1 18.3 18.4 18.6 18.7 18.8 19 19.2 19.4 19.4 19.5 19.5 19.6 19.5 19.5 19.4 19.4 19.3 19.2 19.2 19.3 19.3 19.3 19.4 19.5 19.5 19.7 19.6 19.6 19.7 19.8 19.9 19.9 20 20.1 20.1 20.2 20.2 20.2 20.4 20.5 20.5 20.6 20.5 20.5 20.6 20.6 20.7 20.7 20.8 20.9 20.9 20.9 21 21 21.2 21.3 21.5 21.7 21.8 22 22.1 22.2 22.2 22.3 22.3 22.3 22.4 22.3 22.4 22.4 22.3 22.3 22.4 22.5 22.5 22.7 22.7 22.8 22.7 22.8 22.8 22.8 23 23.2 23.6 23.7 23.8 23.4 23.2 23.3 23.3 23.7 23.8 23.5 23.3 23.4 23.5 23.4 23.5 23.6 23.6 23.9 24.4 24.3 24.4 24.5 24 24.3 23.9 23.5 23.6 23.9 23.6 24.2 23.5 23.5 23.4 23.3 23.7 23.9 24 23.7 23.6 23.3 23.5 23 23.6 23.4 23.4 23 23.3 23.6 23.2 23.3 23.3 22.7 22.8 23.1 23 22.4 22 21.8 22.1 21.8 21.5 21.9 21.7 22.1 21.8 21.2 21.9 22 21.9 21.3 20.9 20.8 21 20.6 20.7 20.8 20.6 20.4 20.2 20.1 19.8 19.9 19.7 19.6 19.1 19.7 19.6 18.7 19.3 18.8 19.1 18.6 18.6 18.2 17.8 17.9 17.9 17.7 17.4 17.5 17.4 17.3 17.2 17.1 17 17 16.9 16.9 16.8 16.8 16.8 16.7 16.7 16.8 16.7 16.6 16.6 16.6 16.6 16.4 16.4 16.4 16.4 16.4 16.4 16.3 16.4 16.3 16.4 16.6 16.7 16.8 16.8 16.9 16.9 17 17.2 17.4 17.5 17.6 17.5 17.5 17.5 17.6 17.7 17.9 18 18 18 18.3 18.3 18.3 18.3 18.4 18.3 18.5 18.6 18.7 18.8 18.8 18.8 18.9 19 19.1 19.1 19.2 19.3 19.4 19.5 19.5 19.6 19.7 19.8 19.9 20 20 20.1 20.2 20.3 20.4 20.5 20.5 20.6 20.7 20.8 20.9 21 21.2 21.4 21.8 22.1 22.3 22.4 22.4 22.5 22.6 22.6 22.6 22.6 22.6 22.6 22.7 22.7 22.9 22.9 23 23 23 23 23 23.1 23.1 23.2 23.2 23.1 23.2 23.2 23.3 23.3 23.3 23.4 23.5 23.6 23.8 23.9 23.9 24.1 24.2 24.3 24.4 24.6 24.8 24.9 25.1 25.3 25.5 25.7 26 26.3 26.4 26.7 26.8 27 27.2 27.5 27.8 28 27.7 28.2 28.6 28.6 28.8 28.7 28.6 28.8 28.8 29.1 29.3 29.3 29.3 29.3 29.2 28.8 28.8 29.2 29 29.2 29.2 28.9 28.7 28.8 28.9 28.8 28.7 29 28.7 28.8 28.9 29 28.7 28.5 29.1 29.1 28.8 28.7 28.5 28.5 28.2 28.2 28.6 28.4 28.2 28 27.5 27.4 27.6 27.5 27.5 27.5 27.4 27.5 27.4 27.1 27.3 26.8 27.1 27 26.6 26.3 26.6 26 26.3 26.3 26.3 26.4 26.4 26.1 25.7 25.9 25.8 26 26.1 25.9 25.7 25.8 25.6 25.6 25.9 25.9 25.5 25.3 25.6 25.1 24.5 24.2 24.2 24.2 23.8 23.8 23.7 23.7 23.6 24 23.2 22.9 22.9 22.5 21.7 21.1 20.5 20 19.8 19.6 19.3 19.1 18.9 18.7 18.6 18.4 18.3 18.2 18.1 18 17.8 17.6 17.5 17.4 17.4 17.3 17.4 17.6 17.7 17.8 17.8 17.8 17.9 17.9 17.9 17.9 18.1 18.2 18.3 18.3 18.4 18.5 18.6 18.7 18.8 18.8 18.9 18.9 19 19.1 19.1 19.1 19.2 19.4 19.5 19.6 19.7 19.9 20.1 20.2 20.4 20.4 20.4 20.5 20.6 20.7 20.7 20.9 21 21.2 21.3 21.4 21.6 21.6 21.4 21.4 21.5 21.5 21.6 21.7 21.7 21.8 21.8 21.8 21.7 21.4 21.6 21.7 21.9 22 22.2 22.4 22.5 22.9 22.9 23.1 23.5 23.8 24 24 24.1 24.2 24 24.1 24 23.9 24 23.8 23.8 23.9 23.9 24 24.1 24.2 24.3 24.4 {0x0 char} {'25.2'} {'25.3'} {'25.5'} 25.7 26 26.2 26.5 26.8 27.1 27.5 27.9 28.4 28.6 28.8 29 29.5 29.2 29.3 29.3 29.5 29.1 29.2 29.4 29.2 29.5 29.7 29.2 29.4 29.7 29.7 30 29.6 29.8 29.9 29.6 29.3 29.5 29.3 29.6 29.5 29.5 29.2 29 29.1 29.5 29.3 29.3 29.1 29.2 29.5 29.8 29.3 29.3 29.3 29.5 29 28.8 28.7 28.7 28.8 28.3 28.2 28.2 28 28 27.7 27.4 27.3 27.2 27.4 27.6 27.7 27.6 27.8 27.5 27.6 27.5 27.4 27.3 27.4 27.2 27.3 27 27 26.8 26.6 26.7 26.6 26.5 26.3 26.3 26 25.7 25.5 25.5 25.3 25.5 25.3 25.4 25.2 24.9 24.7 24.8 24.1 24.1 24.2 24 24 23.9 23.7 23.4 23.2 22.9 22.6 22.7 22.2 22.1 21.6 21.7 21.3 20.6 20.2 20.1 19.9 19.6 18.8 18.2 17.9 17.8 17.6 17.4 17.2 17.1 17 16.9 16.8 16.6 16.6 16.5 16.3 16.1 16.1 16.1 16.1 16 16 16 16.1 16.2 16.1 16.1 16.1 16.2 16.2 16.1 16.1 16.2 16.2 16.3 16.1 16.1 16.3 16.4 16.5 16.4 16.5 16.5 16.5 16.6 16.6 16.7 16.7 16.8 16.9 16.9 16.9 17 17.1 17.1 17.2 17.3 17.4 17.5 17.5 17.6 17.7 17.8 17.8 17.8 17.8 17.9 17.8 17.9 18.1 18.1 18.2 18.2 18.3 18.4 18.5 18.6 18.7 18.8 18.9 18.9 19 19.2 19.3 19.3 19.5 19.6 19.7 19.8 19.9 20.1 20.3 20.4 20.4 20.4 20.4 20.5 20.7 20.9 21 20.8 20.7 20.7 20.9 21 21.1 21.3 21.5 21.5 21.6 21.8 22 22.1 22.2 22.2 22.2 22.2 22.3 22.6 22.7 22.9 22.9 23 23 23.1 23.1 23.3 23.6 23.8 24 23.9 24 24.1 24.2 24 24.1 24.1 24 24.4 24.6 24.5 24.8 24.6 24.8 25.1 24.9 24.9 24.8 24.6 24.6 24.1 24.4 24.6 24.6 24.5 24.1 23.8 24 24 24.2 24.3 24.1 24 24 24.3 24.4 23.7 24.1 23.9 23.9 24.2 24.1 24.2 23.9 23.4 23.5 23.9 23.9 23.9 23.6 23.4 23.3 23.6 23 22.8 23.2 23.1 23 22.6 23 23 22.6 22.4 22.4 22.2 22.4 22.3 22.1 22.1 22.1 21.7 21.9 21.8 21.7 21.5 20.8 20.7 20.6 20.8 20.4 20.5 20.4 20.6 20.8 20.6 20.5 20.6 20.9 20.7 20.2 20.1 20.5 19.7 19.8 19.7 19.7 19.8 20.3 19.7 19.4 19.2 19 18.8 18.7 18.4 18.2 18.1 18.1 18 18 17.9 17.8 17.7 17.6 17.7 17.7 17.5 17.5 17.5 17.5 17.4 17.4 17.4 17.4 17.4 17.3 17.3 17.3 17.3 17.3 17.4 17.4 17.3 17.4 17.4 17.5 17.6 17.7 17.7 17.7 17.8 17.8 17.7 17.9 18.3 18.5 18.5 18.5 18.6 18.8 18.9 18.9 18.9 18.9 18.9 19.1 19.1 19.2 19.3 19.4 19.6 19.7 19.9 19.9 20 20 20 20 20 20 20 20 20 20 20.1 20.1 20 20 20 20 20 NaN NaN NaN
53 49 52 53 51 56 55 52 55 54 51 52 51 52 50 55 55 55 57 58 58 60 58 62 60 61 61 63 64 63 64 64 64 66 68 71 74 73 74 76 75 76 75 77 77 76 77 72 76 74 71 72 71 71 72 70 70 67 67 66 67 67 67 68 68 67 67 67 67 66 67 66 65 64 63 63 63 62 61 61 60 59 58 58 58 58 57 57 58 58 58 58 59 60 60 59 58 58 62 59 57 60 60 59 58 58 58 58 57 57 55 55 54 55 54 54 53 53 53 53 53 53 54 54 54 55 55 55 53 54 54 54 54 52 52 51 51 49 48 47 48 46 46 46 45 47 46 45 44 45 44 44 44 43 42 42 42 43 42 41 41 45 41 42 42 42 41 44 46 44 42 43 41 44 44 43 42 41 41 42 43 42 43 46 44 43 45 45 43 43 47 47 42 43 45 45 41 48 49 47 45 46 46 46 44 41 44 45 45 47 48 48 48 51 52 50 50 53 51 52 52 52 53 51 55 53 52 51 52 54 55 56 56 57 58 58 57 60 59 57 63 61 61 65 62 67 64 68 65 69 67 73 71 69 72 74 73 74 76 75 76 77 79 78 81 82 82 82 83 83 83 82 83 83 82 84 84 85 84 84 83 84 84 85 84 85 83 84 83 83 81 80 80 79 77 76 76 75 75 74 73 74 73 72 69 68 68 67 68 69 70 70 70 70 73 74 74 75 75 76 76 76 76 77 77 78 79 80 80 81 81 81 81 82 82 81 82 81 82 82 81 81 81 81 80 80 79 78 75 72 70 69 68 68 68 67 67 67 67 68 67 67 67 66 66 66 66 66 66 65 65 65 65 65 65 65 64 64 64 64 64 64 64 63 63 63 63 62 62 62 61 61 60 59 59 58 58 57 56 56 56 55 54 53 53 52 49 47 46 45 44 44 43 43 42 42 42 41 41 40 40 39 39 39 41 40 39 41 38 39 39 41 37 37 37 35 36 34 35 36 38 43 42 45 42 43 43 44 48 48 49 48 49 49 51 52 48 49 51 57 57 51 53 53 53 56 57 55 59 59 56 59 57 58 57 57 57 58 56 57 59 55 57 62 57 59 56 56 59 57 60 61 60 61 59 61 60 61 61 61 57 62 62 58 62 61 62 67 66 68 69 70 70 71 71 71 72 73 73 74 75 75 75 75 75 75 74 75 74 73 72 72 72 72 71 71 71 71 71 70 70 69 69 68 68 68 67 67 67 66 66 64 64 64 62 64 62 61 61 62 58 57 57 56 56 56 55 54 54 53 53 52 51 50 51 50 50 51 51 50 50 49 49 49 49 49 49 51 52 51 52 49 49 51 50 51 48 48 48 46 45 45 44 45 45 45 47 48 48 52 53 52 52 52 52 51 50 50 {' ' } {' ' } {' ' } {' ' } 47 47 47 47 46 45 45 45 43 42 40 40 40 40 38 38 37 40 38 37 38 39 41 36 38 37 36 36 38 35 38 36 37 37 37 40 40 35 36 36 38 38 38 37 40 38 38 40 35 38 41 40 41 38 42 39 39 43 38 47 43 43 46 43 43 43 46 42 45 43 44 45 44 48 48 48 46 43 45 47 47 47 46 50 50 48 51 51 46 50 47 52 49 49 48 49 50 53 48 52 49 49 56 50 56 56 50 54 58 57 56 59 58 58 63 60 63 61 66 70 66 68 67 72 75 75 76 75 76 77 77 77 78 79 80 81 83 85 86 85 86 87 87 88 87 87 86 86 86 85 86 85 85 85 84 83 83 83 84 80 80 80 80 80 79 79 80 79 79 79 79 78 77 78 77 76 76 77 76 75 75 74 74 73 73 73 73 73 73 73 72 72 72 72 71 71 71 70 70 70 69 68 69 69 65 65 63 62 62 62 62 61 61 61 60 60 60 60 59 59 58 57 57 56 57 57 57 56 56 55 55 54 55 54 54 53 52 52 52 52 52 51 50 48 47 47 46 46 47 48 46 47 45 46 45 46 45 45 44 47 44 43 44 45 43 44 43 43 42 41 42 43 43 44 42 43 43 48 44 48 47 46 43 45 44 44 45 45 43 46 43 45 43 44 45 48 47 46 48 45 48 48 45 45 50 48 47 48 48 47 49 51 49 49 53 57 55 54 53 56 58 53 56 56 56 58 59 60 65 61 61 63 61 64 60 62 62 64 62 62 64 62 66 64 61 65 60 61 64 61 63 66 68 68 67 70 68 69 69 67 67 70 70 70 72 70 73 74 75 77 76 76 76 75 76 76 77 76 77 76 75 75 75 74 74 74 73 74 73 73 73 72 71 71 73 73 72 75 79 80 79 79 79 79 80 79 79 78 79 80 80 80 81 81 83 83 82 82 81 80 80 80 80 80 80 79 80 80 80 80 80 80 80 81 81
19.1 19.3 19.4 19.4 19.5 19.3 19.3 19.1 19.2 19.5 19.5 18.4 18.4 18.5 18.4 18.5 18.5 18 18.3 18.2 18.2 17.9 17.6 17.5 17.4 17.4 NaN 16.7 16.7 16.6 16.5 15.9 15.9 15.9 15.7 15.7 15.7 15.2 15.2 15.2 15.2 14.9 14.9 14.9 14.9 14.9 15 14.9 14.9 15 15 14.8 14.8 14.8 14.9 14.9 NaN 14.9 14.9 14.9 14.9 14.9 14.9 14.9 14.9 14.9 14.9 14.9 14.9 14.9 14.9 15 15 15 15 15 15 15.1 15.1 15.2 15.2 15.2 15.3 15.3 15.3 15.3 15.3 15.3 15.3 15.3 15.3 15.7 15.7 15.7 15.7 15.7 NaN 15.8 15.8 15.8 15.9 16.1 16.1 16.1 16.2 16.2 16.2 16.2 16.3 16.3 16.3 16 16 16.1 16.1 16.1 NaN 16.1 16.1 16.1 16.1 15.9 15.9 16 16 16 16 16 16 16.1 16.1 16.1 16.2 16.2 16.3 16.3 16.3 16.7 16.7 16.8 16.9 16.7 16.6 16.6 16.6 16.7 16.6 17.5 17.7 17.7 17.5 18.3 18.2 18.3 18.4 18.1 18.1 18.9 19.2 19.1 18.8 19 18.9 18.8 18.8 18.7 19 19.2 19 18.8 18.9 19.2 18.8 18.7 18.8 18.5 NaN 18.9 18.7 18.9 19.1 19.5 19.8 19.7 19.4 19.5 19.6 19.5 19.6 19.5 19.5 19.8 19.8 19.9 20.1 20.1 19.8 19.9 19.7 19.7 19.8 20.3 20.1 20.2 20 20.1 20.4 20.1 20.1 20.1 19.9 19.5 19.6 19.8 19.6 19.2 19.1 19.3 19.1 19 19.2 18.2 18.5 18.5 18.1 18.4 NaN 18.2 18.1 17.9 18 18.4 18.3 18.4 18.3 18.2 NaN 18.1 18 17.8 17.9 17.9 17.9 17.9 17.9 17.9 17.8 17.8 17.6 17.7 17.6 18.3 18.1 18 18 18.1 18.2 17.3 17.3 17.2 17.2 16.7 16.7 16.6 16.6 16.6 16.6 16.5 16.5 16.5 16.5 15.8 15.9 15.8 15.8 15.8 15.8 15.8 15.7 15.7 15.7 15.8 15.8 15.8 15.7 15.8 15.7 15.8 15.8 15.9 15.9 15.9 15.9 15.9 16 16 16.1 16.1 16.1 16.1 16.1 16.4 16.4 16.4 16.5 16.5 16.5 16.5 16.6 16.6 16.6 17.1 17.1 17.1 17.2 17.2 17.2 17.3 17.3 17.3 17.3 17.8 17.8 17.8 17.9 17.9 17.9 18 18 18 18 18.5 18.5 18.5 18.5 18.6 18.6 18.6 18.7 18.7 18.7 19.1 19.2 19.2 19.2 19.3 19.3 19.4 19.5 19.6 19.6 20.7 20.7 20.7 20.7 20.7 NaN 20.7 20.7 20.7 20.7 20.5 20.6 20.6 20.6 20.6 20.6 20.6 20.6 20.7 20.7 20.6 20.6 20.6 20.6 20.6 20.7 21 21.1 21 21.1 21.1 21.1 21.1 21.1 21.1 21.2 22 22 22.1 22 21.9 21.9 21.8 21.8 21.9 21.9 22.5 22.5 22.5 22.6 22.2 22.1 22.2 22.4 22.4 22.3 22.8 22.7 22.7 22.7 22.7 22.7 22.7 22.7 22.8 NaN 23 23 23.2 23.1 22.9 22.9 23.1 23 23.2 23.1 22.9 22.9 22.9 23 23.1 23 23.1 23.1 23 23 23.1 23.2 23 23.2 23.4 23.3 23.4 23.4 23.4 23.2 23.3 23.3 23.1 23.1 22.8 22.6 22.6 22.7 22.6 22.6 22.5 22.5 22.6 22.5 22.5 22.6 22.4 22.5 22.5 NaN 22.5 22.6 22.4 22.4 22.7 22.7 22.7 22.9 22.9 22.5 22.4 22.4 22.6 22.8 22.6 22.4 22.4 22.5 22.5 22.5 22.2 22.1 22 22.3 21.8 21.5 21.4 21.7 22.2 22 21.4 21.4 21.4 21.5 20.1 19.8 19.7 19.7 19.6 19.5 18.8 18.6 18.4 18.3 16.9 16.9 16.9 16.9 16.9 16.9 16.1 16.1 16.1 16.1 15.9 15.8 15.8 15.7 15.7 15.7 15.6 15.7 15.7 15.7 15.8 15.8 15.8 15.9 15.9 NaN 15.9 15.9 16 16 15.9 16 16 16 16 NaN 16.1 16.1 16.1 16.1 16.4 16.4 16.4 16.5 16.5 16.6 16.6 16.6 16.7 16.7 16.9 17 17 17 17 NaN 17.1 17.1 17.1 17.2 17.1 17.2 17.2 17.3 17.3 17.2 17.2 17.2 17.2 17.3 18.1 18.1 18.2 18.2 18.2 18.1 18 18.1 18.1 18.2 18.6 18.7 18.8 18.8 18.9 18.9 19 19.1 19.2 19.2 19.3 19.3 19.4 19.3 19.3 19.3 19.3 19.3 19.3 19.3 19.7 19.7 19.8 19.8 19.8 19.8 20.5 {' ' } {' ' } {' ' } {' ' } 21.4 21.4 21.5 21.5 21.6 22.6 22.7 23.2 23.1 23.7 23.5 23.3 23.5 23.2 23.2 24.5 24 23.7 23.7 23.8 23.4 23.3 23.5 23.5 23.6 24.1 23.5 23.6 23.8 24 24.4 23.9 23.9 23.9 23.8 23.9 24 23.9 24 24 24.3 24 23.6 23.4 23.7 23.8 23.9 23.8 23.9 23.8 24 23.7 23.6 23.7 24.1 23.9 23.7 23.5 23.4 23.1 23.1 23.3 23.1 23 23 22.9 22.6 22.7 22.8 22.2 22.2 22.4 22.6 22.5 22.3 22.7 22.6 22.4 22.3 22 21.9 22 21.8 21.8 21.7 21.6 21.6 21.7 21.8 21.4 21.5 21.3 21.1 21.1 NaN 20.9 21 20.9 21 20.9 20.7 20.7 21 20.8 20.6 20.5 20.6 20.4 20.4 20.3 20.1 20 20.1 19.9 19.9 19.6 19.6 19.5 19.7 18.4 18.3 18.1 18 17.8 NaN 17.2 17 16.8 16.8 15.9 15.8 15.7 15.7 15.8 15.8 15.3 15.2 15.3 15.2 14.5 14.4 14.4 14.4 14.4 14.4 14.3 14.3 14.4 14.4 14.2 14.2 14.2 14.2 14.2 14.2 14.2 14.2 14.2 14.3 14.4 14.4 14.4 14.4 14.5 14.4 14.5 14.5 14.5 14.5 14.8 14.8 14.8 14.8 14.9 14.9 14.9 14.9 14.9 14.9 15.1 15.1 15.2 15.2 15.2 15.2 15.3 15.3 15.3 15.3 15.4 15.5 15.4 15.5 15.5 15.5 15.5 15.5 15.6 15.6 15.8 15.9 15.9 15.9 16 16 16 16.1 16.1 16.1 16.1 16.1 16.1 16.2 16.2 NaN 16.3 16.3 16.3 16.3 16.1 16.2 16.2 16.3 16.3 NaN 16.2 16.2 16.3 16.3 16.8 16.9 17 17 17 17.1 17.6 17.6 17.6 17.6 18.1 18.1 18.1 18.2 18.3 18.3 19.2 19.2 19.2 19.1 19.4 19.4 19.6 19.7 19.8 19.6 20.5 20.6 20.9 20.3 20.6 20.5 20.5 20.6 20.5 20.5 20.8 20.4 20.5 20.7 20.7 20.5 20.5 20.4 20.3 20 20.5 20.6 20.8 21 21.1 20.6 20.3 20.6 20.5 20.4 20.8 20.6 20.6 20.7 20.7 20.6 20.5 20.2 20.4 20.6 20.6 21 21.2 20.7 20.7 20.7 20.7 21 21 20.7 21.2 21.6 21.5 21.6 21 20.8 20.9 20.6 20.7 20.7 21.4 21.3 21 21 20.7 20 19.9 20.1 20 19.8 18.6 18.6 18.7 18.6 17.9 17.9 18.1 18.3 17.9 NaN 17.5 17.6 17.6 17.5 17.8 17.9 18 18 18 18.1 18.3 18 18 18 18.2 18.2 18.4 18.1 18.3 NaN 17.9 17.9 18 17.7 17.4 17.3 17.4 17.3 17.6 17.6 16.7 16.7 16.6 16.6 16.1 16.1 16.1 16.1 16.1 16.1 15.9 15.9 15.9 15.9 15.8 15.8 15.8 15.8 15.8 15.8 15.8 15.8 15.8 15.8 16.2 16.2 16.2 16.2 16.2 NaN 16.3 16.2 16.3 16.4 17.3 17.3 17.3 17.3 17.4 17.4 17.4 17.4 17.4 17.4 17.8 17.8 17.9 17.9 17.9 18 18 18.1 18.1 18.1 18.4 18.4 18.4 18.4 18.4 18.4 18.4 18.4 18.4 18.4 18.4 18.4 18.4 18.4 18.4 18.4
This fixes this specific issue. However, others may arise. Look through the other input options to readtable to identify other settings you may want to set.
Another issue you'll have is mixing datatypes in a column. Columns in a table are variables, and all values in a variable must be of the same time. As an aside, it looks like the first line contains times. In that case, it might make more sense to transpose your data. That takes a few more steps, so I moved that to a function
File1 = readData('File1.csv')
File1 = 1068x4 table
Time Var1 Var2 Var3
_____ ____ ____ ____
12:42 17.4 93 16.8
12:36 17.3 93 16.7
12:30 17.2 92 16.2
12:24 17.4 92 16.3
12:18 17.6 93 16.3
12:12 17.5 93 16.3
12:06 17.5 94 16.3
12:00 17.3 93 16.3
11:54 17.1 92 16.7
11:48 17.1 92 16.6
11:42 17.3 93 16.6
11:36 17.4 94 16.7
11:30 17.3 94 16.9
11:24 17.2 94 16.8
11:18 17.1 95 16.8
11:12 17 94 16.7
File82 = readData('File82.csv')
File82 = 1057x4 table
Time Var1 Var2 Var3
_____ ____ ____ ____
11:36 23.2 53 19.1
11:30 23.1 49 19.3
11:24 23.4 52 19.4
11:18 23.3 53 19.4
11:12 23 51 19.5
11:06 22.9 56 19.3
11:00 23 55 19.3
10:54 22.8 52 19.1
10:48 23 55 19.2
10:42 23.1 54 19.5
10:36 22.6 51 19.5
10:30 22.3 52 18.4
10:24 22.4 51 18.4
10:18 22.7 52 18.5
10:12 22.4 50 18.4
10:06 22.3 55 18.5
function out = readData(fileIn)
% Read raw data
tmp1 = readcell(fileIn,'TextType','string');
% Transpose data and convert to a table
out = cell2table(tmp1');
% Ensure numderic data is of type double
out = convertvars(out,2:4,'double');
% Convert time into a duration
tm = str2double(split(out.Var1,'h'));
tm = fillmissing(tm,'constant',0);
tm(:,3) = 0;
out.Var1 = duration(tm,'Format','hh:mm');
% format table
out.Properties.VariableNames = ["Time","Var1","Var2","Var3"];
end
5 件のコメント
dpb
2025 年 2 月 12 日 19:17
"Here, it pads the missing items in row 2 with NaNs."
This hides the error but may not be the right answer. It's certainly one possibility that the process that creates the file doesn't add trailing missing delimiters, but there's no way we can know that for certain here; only the OP can determine where and how that problem arises.
Cris LaPierre
2025 年 2 月 12 日 19:38
編集済み: Cris LaPierre
2025 年 2 月 12 日 19:48
We know nothing. I made some assumptions about what was expected based on the OP's question, but you are right, the OP should first explore why the data is missing, and address that issue first.
FWIW, File1 is also missing some data in row 2, but not delimiters, so it imports fine.
Lkjbzfkkq f
2025 年 2 月 13 日 19:05
Hello again! Thank you so much for your help and responses. I now have a better understanding of the problem.
Sorry for leaving you to speculate about what these data represent. They are actually measurements recorded by a WBGT weather station. If there are gaps or errors in some of the data rows, it is due to the measuring device itself. I don’t really have control over when these issues occur.
Since the data are relatively similar from one row to another, I think I will simply write a small piece of code to remove the entire entries where data are missing (NaN) or contain errors. I could also use interpolation, but since I plan to compute hourly averages (means), having one or two errors in an hour-long data set is not necessarily a major issue for the interpretation. My research does not require extreme precision in this regard.
Anyway, thank you very much for your responses! I am a student and just starting out with data processing and MATLAB, so it helped a lot !
Cris LaPierre
2025 年 2 月 13 日 19:21
Look into the capabilities of MATLAB for this as well: Missing Data in MATLAB
The format of the files you have shared don't lend themselves to this particulalry well, but readtable also has some error handling properties
dpb
2025 年 2 月 13 日 19:42
As @Cris LaPierre notes, you can probably handle the if going to omit missing rows with the builtin error rules.
You might want to first look at some of those like the second above with a short number of delimiters in a given row and see by inspection if, indeed, that does imply the missing columns are missing at the end of the record, not embedded in a record as a single missing observation. If that were the case, then the prior solution probably works to give you the most data that you can have to start with.
その他の回答 (1 件)
dpb
2025 年 2 月 12 日 17:16
編集済み: dpb
2025 年 2 月 12 日 17:29
d=dir('*.csv'); % get the file names so don't have to code individually
for i=1:numel(d) % process each in sequence
data=readlines(d(i).name); % read the file as text to see what it contains...
whos data % just to see how big a file it is...
data(1:min(height(data),5),:) % to see some of the data; didn't know was only the four lines to begin with, hence the limiting condition
disp(['File: ' d(i).name]) % to tell which file we're working on in the loop...
for j=1:height(data) % for each line in each file
nnz(strfind(data(j),',')) % count the number of delimiters in the line
end
end
Name Size Bytes Class Attributes
data 4x1 39520 string
ans = 4x1 string array
"12h42,12h36,12h30,12h24,12h18,12h12,12h06,12h,11h54,11h48,11h42,11h36,11h30,11h24,11h18,11h12,11h06,11h,10h54,10h48,10h42,10h36,10h30,10h24,10h18,10h12,10h06,10h,09h54,09h48,09h42,09h36,09h30,09h24,09h18,09h12,09h06,09h,08h54,08h48,08h42,08h36,08h30,08h24,08h18,08h12,08h06,08h,07h54,07h48,07h42,07h36,07h30,07h24,07h18,07h12,07h06,07h,06h54,06h48,06h42,06h36,06h30,06h24,06h18,06h12,06h06,06h,05h54,05h48,05h42,05h36,05h30,05h24,05h18,05h12,05h06,05h,04h54,04h48,04h42,04h36,04h30,04h24,04h18,04h12,04h06,04h,03h54,03h48,03h42,03h36,03h30,03h24,03h18,03h12,03h06,03h,02h54,02h48,02h42,02h36,02h30,02h24,02h18,02h12,02h06,02h,01h54,01h48,01h42,01h36,01h30,01h24,01h18,01h12,01h06,01h,00h54,00h48,00h42,00h36,00h30,00h24,00h18,00h12,00h06,00h,23h54,23h48,23h42,23h36,23h30,23h24,23h18,23h12,23h06,23h,22h54,22h48,22h42,22h36,22h30,22h24,22h18,22h12,22h06,22h,21h54,21h48,21h42,21h36,21h30,21h24,21h18,21h12,21h06,21h,20h54,20h48,20h42,20h36,20h30,20h24,20h18,20h12,20h06,20h,19h54,19h48,19h42,19h36,19h30,19h24,19h18,19h12,19h06,19h,18h54,18h48,18h42,18h36,18h30,18h24,18h18,18h12,18h06,18h,17h54,17h48,17h42,17h36,17h30,17h24,17h18,17h12,17h06,17h,16h54,16h48,16h42,16h36,16h30,16h24,16h18,16h12,16h06,16h,15h54,15h48,15h42,15h36,15h30,15h24,15h18,15h12,15h06,15h,14h54,14h48,14h42,14h36,14h30,14h24,14h18,14h12,14h06,14h,13h54,13h48,13h42,13h36,13h30,13h24,13h18,13h12,13h06,13h,12h54,12h48,12h42,12h36,12h30,12h24,12h18,12h12,12h06,12h,11h54,11h48,11h42,11h36,11h30,11h24,11h18,11h12,11h06,11h,10h54,10h48,10h42,10h36,10h30,10h24,10h18,10h12,10h06,10h,09h54,09h48,09h42,09h36,09h30,09h24,09h18,09h12,09h06,09h,08h54,08h48,08h42,08h36,08h30,08h24,08h18,08h12,08h06,08h,07h54,07h48,07h42,07h36,07h30,07h24,07h18,07h12,07h06,07h,06h54,06h48,06h42,06h36,06h30,06h24,06h18,06h12,06h06,06h,05h54,05h48,05h42,05h36,05h30,05h24,05h18,05h12,05h06,05h,04h54,04h48,04h42,04h36,04h30,04h24,04h18,04h12,04h06,04h,03h54,03h48,03h42,03h36,03h30,03h24,03h18,03h12,03h06,03h,02h54,02h48,02h42,02h36,02h30,02h24,02h18,02h12,02h06,02h,01h54,01h48,01h42,01h36,01h30,01h24,01h18,01h12,01h06,01h,00h54,00h48,00h42,00h36,00h30,00h24,00h18,00h12,00h06,00h,23h54,23h48,23h42,23h36,23h30,23h24,23h18,23h12,23h06,23h,22h54,22h48,22h42,22h36,22h30,22h24,22h18,22h12,22h06,22h,21h54,21h48,21h42,21h36,21h30,21h24,21h18,21h12,21h06,21h,20h54,20h48,20h42,20h36,20h30,20h24,20h18,20h12,20h06,20h,19h54,19h48,19h42,19h36,19h30,19h24,19h18,19h12,19h06,19h,18h54,18h48,18h42,18h36,18h30,18h24,18h18,18h12,18h06,18h,17h54,17h48,17h42,17h36,17h30,17h24,17h18,17h12,17h06,17h,16h54,16h48,16h42,16h36,16h30,16h24,16h18,16h12,16h06,16h,15h54,15h48,15h42,15h36,15h30,15h24,15h18,15h12,15h06,15h,14h54,14h48,14h42,14h36,14h30,14h24,14h18,14h12,14h06,14h,13h54,13h48,13h42,13h36,13h30,13h24,13h18,13h12,13h06,13h,12h54,12h48,12h42,12h36,12h30,12h24,12h18,12h12,12h06,12h,11h54,11h48,11h42,11h36,11h30,11h24,11h18,11h12,11h06,11h,10h54,10h48,10h42,10h36,10h30,10h24,10h18,10h12,10h06,10h,09h54,09h48,09h42,09h36,09h30,09h24,09h18,09h12,09h06,09h,08h54,08h48,08h42,08h36,08h30,08h24,08h18,08h12,08h06,08h,07h54,07h48,07h42,07h36,07h30,07h24,07h18,07h12,07h06,07h,06h54,06h48,06h42,06h36,06h30,06h24,06h18,06h12,06h06,06h,05h54,05h48,05h42,05h36,05h30,05h24,05h18,05h12,05h06,05h,04h54,04h48,04h42,04h36,04h30,04h24,04h18,04h12,04h06,04h,03h54,03h48,03h42,03h36,03h30,03h24,03h18,03h12,03h06,03h,02h54,02h48,02h42,02h36,02h30,02h24,02h18,02h12,02h06,02h,01h54,01h48,01h42,01h36,01h30,01h24,01h18,01h12,01h06,01h,00h54,00h48,00h42,00h36,00h30,00h24,00h18,00h12,00h06,00h,23h54,23h48,23h42,23h36,23h30,23h24,23h18,23h12,23h06,23h,22h54,22h48,22h42,22h36,22h30,22h24,22h18,22h12,22h06,22h,21h54,21h48,21h42,21h36,21h30,21h24,21h18,21h12,21h06,21h,20h54,20h48,20h42,20h36,20h30,20h24,20h18,20h12,20h06,20h,19h54,19h48,19h42,19h36,19h30,19h24,19h18,19h12,19h06,19h,18h54,18h48,18h42,18h36,18h30,18h24,18h18,18h12,18h06,18h,17h54,17h48,17h42,17h36,17h30,17h24,17h18,17h12,17h06,17h,16h54,16h48,16h42,16h36,16h30,16h24,16h18,16h12,16h06,16h,15h54,15h48,15h42,15h36,15h30,15h24,15h18,15h12,15h06,15h,14h54,14h48,14h42,14h36,14h30,14h24,14h18,14h12,14h06,14h,13h54,13h48,13h42,13h36,13h30,13h24,13h18,13h12,13h06,13h,12h54,12h48,12h42,12h36,12h30,12h24,12h18,12h12,12h06,12h,11h54,11h48,11h42,11h36,11h30,11h24,11h18,11h12,11h06,11h,10h54,10h48,10h42,10h36,10h30,10h24,10h18,10h12,10h06,10h,09h54,09h48,09h42,09h36,09h30,09h24,09h18,09h12,09h06,09h,08h54,08h48,08h42,08h36,08h30,08h24,08h18,08h12,08h06,08h,07h54,07h48,07h42,07h36,07h30,07h24,07h18,07h12,07h06,07h,06h54,06h48,06h42,06h36,06h30,06h24,06h18,06h12,06h06,06h,05h54,05h48,05h42,05h36,05h30,05h24,05h18,05h12,05h06,05h,04h54,04h48,04h42,04h36,04h30,04h24,04h18,04h12,04h06,04h,03h54,03h48,03h42,03h36,03h30,03h24,03h18,03h12,03h06,03h,02h54,02h48,02h42,02h36,02h30,02h24,02h18,02h12,02h06,02h,01h54,01h48,01h42,01h36,01h30,01h24,01h18,01h12,01h06,01h,00h54,00h48,00h42,00h36,00h30,00h24,00h18,00h12,00h06,00h,23h54,23h48,23h42,23h36,23h30,23h24,23h18,23h12,23h06,23h,22h54,22h48,22h42,22h36,22h30,22h24,22h18,22h12,22h06,22h,21h54,21h48,21h42,21h36,21h30,21h24,21h18,21h12,21h06,21h,20h54,20h48,20h42,20h36,20h30,20h24,20h18,20h12,20h06,20h,19h54,19h48,19h42,19h36,19h30,19h24,19h18,19h12,19h06,19h,18h54,18h48,18h42,18h36,18h30,18h24,18h18,18h12,18h06,18h,17h54,17h48,17h42,17h36,17h30,17h24,17h18,17h12,17h06,17h,16h54,16h48,16h42,16h36,16h30,16h24,16h18,16h12,16h06,16h,15h54,15h48,15h42,15h36,15h30,15h24,15h18,15h12,15h06,15h,14h54,14h48,14h42,14h36,14h30,14h24,14h18,14h12,14h06,14h,13h54,13h48,13h42,13h36,13h30,13h24,13h18,13h12,13h06,13h,12h54,12h48,12h42,12h36,12h30,12h24,12h18,12h12,12h06,12h,11h54,11h48,11h42,11h36,11h30,11h24,11h18,11h12,11h06,11h,10h54,10h48,10h42,10h36,10h30,10h24,10h18,10h12,10h06,10h,09h54,09h48,09h42,09h36,09h30,09h24,09h18,09h12,09h06,09h,08h54,08h48,08h42,08h36,08h30,08h24,08h18,08h12,08h06,08h,07h54,07h48,07h42,07h36,07h30,07h24,07h18,07h12,07h06,07h,06h54,06h48,06h42,06h36,06h30,06h24,06h18,06h12,06h06,06h,05h54,05h48,05h42,05h36,05h30,05h24,05h18,05h12,05h06,05h,04h54,04h48,04h42,04h36,04h30,04h24,04h18,04h12,04h06,04h,03h54,03h48,03h42,03h36,03h30,03h24,03h18,03h12,03h06,03h,02h54,02h48,02h42,02h36,02h30,02h24,02h18,02h12,02h06,02h"
"17.4,17.3,17.2,17.4,17.6,17.5,17.5,17.3,17.1,17.1,17.3,17.4,17.3,17.2,17.1,17,16.8,17,16.9,16.8,16.8,16.6,16.6,16.5,16.5,16.6,16.4,16.7,16.7,16.5,16.8,16.8,16.7,16.8,16.8,16.6,16.8,16.8,16.7,16.8,16.8,16.8,16.9,16.9,16.9,16.8,16.7,16.6,16.7,16.6,16.7,16.7,16.8,16.8,16.7,16.6,16.6,16.6,16.8,16.8,16.8,16.8,16.9,16.9,17,17.1,17.1,17,17,17.1,17.2,17.3,17.4,17.4,17.5,17.6,17.7,17.7,17.9,17.9,18.1,18.2,18.3,18.4,18.5,18.7,18.9,19.4,19.4,19.4,19.4,19.5,19.6,19.6,19.6,19.6,19.6,19.6,19.6,19.6,19.6,19.6,19.6,19.6,19.6,19.6,19.6,19.6,19.6,19.7,19.7,19.7,19.8,19.8,19.9,20,19.9,20,19.9,19.9,19.9,19.9,19.9,19.9,19.9,19.9,19.8,19.8,19.8,19.8,19.9,19.9,19.9,19.9,20,20,20.1,20.1,20.1,20.1,20.1,20.1,20.1,20.1,20.1,20.1,20.1,20.1,20,20,20,20.2,20.4,20.6,20.7,20.7,20.8,20.9,20.9,21,21.1,21.2,21.3,21.4,21.4,21.6,21.6,21.6,21.6,21.6,21.7,21.8,21.7,21.8,21.7,21.6,21.6,21.5,21.6,21.6,21.7,21.8,21.6,21.7,21.6,21.5,21.5,21.5,21.5,21.5,21.5,21.4,21.7,21.6,21.6,21.5,21.6,21.7,21.6,21.7,21.7,21.7,21.6,21.9,21.7,21.7,21.6,21.6,21.5,21.5,21.6,21.6,21.9,21.6,21.8,21.7,21.6,21.5,21.5,21.7,22.1,22,21.9,21.9,21.6,21.5,21.5,21.2,20.7,20.8,20.7,20.7,20.4,20.5,20.4,20.2,20.1,20.3,20.1,,19.9,20,19.7,19.8,19.8,19.9,19.5,19.5,19.5,19.3,19.3,19.2,19.1,19,19.1,19.2,19,18.8,18.7,18.8,18.8,18.6,18.6,18.6,19,18.8,18.9,18.7,18.6,18.6,18.5,18.7,19,19,19,18.9,18.9,18.8,18.9,19,19,19,19,19,19,19,19,19.1,19.3,19.3,19.3,19.5,19.5,19.6,19.7,19.7,19.7,19.8,19.9,20,20,20,20.1,20.1,20.1,20.2,20.2,20.2,20.2,20.3,20.3,20.3,20.3,20.4,20.4,20.4,20.4,20.3,20.3,20.4,20.4,20.4,20.4,20.4,20.4,20.4,20.5,20.5,20.5,20.6,20.6,20.7,20.8,20.8,20.9,21,21.1,21.2,21.3,21.5,21.5,21.5,21.5,21.6,21.6,21.6,21.5,21.5,21.3,21.5,21.6,21.6,21.7,21.9,22.2,22.3,22.6,22.6,22.7,22.7,22.7,22.7,22.7,22.7,22.7,22.6,22.7,22.6,22.6,22.6,22.7,22.9,22.9,23,23,23.1,23.2,23.3,23.4,23.4,23.4,23.4,23.4,23.3,23.3,23.3,23.4,23.4,23.5,23.4,23.4,23.4,23.4,23.4,23.4,23.4,23.5,23.5,23.6,23.8,24.2,24.9,25.9,26.5,26.8,26.9,27.1,27.2,27.3,27.5,27.5,27.5,27.6,27.6,27.8,27.8,27.7,27.7,27.7,27.6,27.8,28.1,28.2,28.2,28.1,28.1,28.3,28,27.9,27.8,27.9,27.9,27.8,27.8,27.7,27.7,28.1,28.3,28.4,28.5,28.5,28.9,28.7,28.5,28.5,28.1,28.5,28.4,27.7,27.5,27.6,27.9,27.4,27.4,27.4,26.9,27,27.1,27.6,27.4,27.2,27.1,27.1,27,26.8,26.7,26.9,27.2,26.9,26.5,26.4,26.9,26.8,26.5,26,25.8,25.7,26.1,25.8,25.3,25.6,25.6,25.8,25.3,25,25.2,25,24.8,24.7,24.9,24.7,24.8,24.6,24.2,24.4,24.1,23.6,23.6,23.8,23.7,23.5,23.6,23.5,23.4,23.2,23.3,23.1,23.1,23,22.8,22.8,22.3,22.2,21.9,21.3,21.3,21.2,21,20.6,20.5,20.2,20,20,19.8,19.6,19.4,19.1,18.9,18.8,18.7,18.5,18.4,18.3,18.2,18.2,18.3,18.3,18.3,18.3,18.4,18.4,18.3,18.3,18.3,18.3,18.4,18.3,18.3,18.3,18.5,18.4,18.4,18.4,18.4,18.4,18.4,18.5,18.5,18.5,18.6,18.5,18.6,18.5,18.5,18.5,18.5,18.5,18.5,18.5,18.6,18.6,18.7,18.7,18.6,18.7,18.7,18.9,19,19.2,19.3,19.3,19.3,19.3,19.4,19.4,19.5,19.5,19.6,19.8,19.9,19.9,19.8,19.7,19.7,19.9,20.1,20.3,20.4,20.4,20.5,20.5,20.5,20.6,20.7,20.8,20.9,20.9,20.9,21,21,21,21.2,21.2,21.1,21.2,21.2,21.2,21.3,21.4,21.5,21.5,21.6,21.7,21.9,21.9,22,22.1,22.1,22,22,22.1,22.2,22.1,22.2,22.2,22.2,22.2,22.2,22.2,22.4,22.5,22.5,22.6,22.7,22.9,23.1,23.4,23.5,23.7,23.9,24.1,24.3,24.1,24.4,24.3,24.4,24.7,24.7,25.2,25.5,25.1,25.3,25.8,25.8,25.6,25.3,24.9,25.3,25.6,25,24.8,25,25.4,25.6,25.2,25,24.2,24.3,24.4,24.1,24.2,24.2,24.1,24.2,24,24.3,24.2,24.2,24.4,24.5,24.8,25,25.1,24.8,24.7,24.4,24.1,24.1,24.3,24.4,24,24,23.9,24,24.1,24.4,24.1,23.7,23.5,23.4,23.1,23.3,23.5,23.2,22.9,22.3,22.6,22,21.4,21.7,21.5,21.6,22,22.1,21.8,21.7,20.8,20.5,20.4,20.9,20.8,20.5,20.6,20.3,20,19.9,19.9,19.7,19.9,19.8,19.9,19.9,20,20.2,20.1,19.6,19.3,19.2,19,18.8,18.9,18.7,18.5,18.3,18.3,18,18.1,18.1,18,17.9,17.9,17.8,17.9,17.7,17.6,17.5,17.4,17.3,17.2,17.1,17.1,17.1,16.9,17,16.9,16.8,16.6,16.5,16.4,16.3,16.1,15.9,15.7,15.7,15.7,15.9,15.9,16,16.1,16.1,16.1,16.2,16.3,16.4,16.5,16.5,16.5,16.5,16.6,16.6,16.7,16.8,16.9,16.9,17,17.1,17.1,17.3,17.3,17.3,17.4,17.4,17.5,17.5,17.6,17.5,17.5,17.5,17.5,17.6,17.6,17.7,17.7,17.8,17.8,17.8,17.5,17.6,17.7,17.9,17.9,18,18.1,18.2,18.2,18.3,18.3,18.3,18.3,18.2,18.3,18.4,18.4,18.5,18.5,18.5,18.5,18.6,18.8,18.9,19,19.1,19.1,19.1,19.1,19.2,19.3,19.4,19.5,19.6,19.7,19.8,19.9,20,20,20,20.1,20,20.1,20.2,20.2,20.3,20.4,20.4,20.5,20.5,20.4,20.4,20.5,20.5,20.5,20.5,20.5,20.5,20.6,20.7,20.7,20.8,20.8,20.9,21,21,21,21.1,21.1,21.1,21.2,21.2,21.1,21.1,21.3,21.4,21.5,21.5,21.4,21.5,21.8,21.7,22,21.9,22.2,22.1,22.3,22.5,22.8,22.7,22.8,22.7,22.7,23,23.1,22.9,23.2,23.4,23.4,23.1,22.9,23.2,23.1,22.9,22.6,22.8,23.3,22.9,23.2,23,22.4,22.7,22.9,23.1,22.4,22.6,23,23.4,23.2,23,23.4,22.7,22.5,21.9,,22,22.1,22.2,22.1,21.7,21.5,21.5,21,20.9,20.8,20.5,20.1,20.1,19.9,19.9,19.8,19.5,19.3,18.9,19.2,19.3,19.1,19.3,19.3,19.4,19,18.8,18.9,,19.7,19.9,20.9,20.8,20.7,20.7,20.4,20.4,20.4,20.3,20,20,20,19.9,19.8,19.8,19.7,19.6,19.6,19.5,19.5,19.5,19.5,19.5,19.4,19.4,19.3,19.4,19.3,19.3,19.3,19.3,19.3,19.3,19.3,19.2,19.2,19.2,19.2,19.2,19.1,19.1,19.1,19.1,19.1,19.1,19.1,19.1,19.1,19.1,19.2,19.2,19.2,19.2,19.2,19.3,19.3,19.3,19.3,19.4,19.5,19.5,19.5,19.5,19.5,19.5,19.6,19.6,19.6,19.6,19.7,19.6,19.6,19.5,19.6,19.6,19.5,19.5,19.5,19.5,19.5,19.4,19.4,19.4,19.4,19.4,19.4,19.4"
"93,93,92,92,93,93,94,93,92,92,93,94,94,94,95,94,94,95,95,95,95,95,95,95,95,95,94,95,95,95,95,96,95,95,96,95,96,96,95,95,96,95,96,96,96,96,96,95,95,95,95,95,96,96,96,95,95,95,96,96,96,96,96,95,96,96,95,95,95,95,95,95,95,95,95,95,95,94,94,94,94,94,94,94,93,93,93,94,94,94,94,94,95,95,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,94,93,93,94,94,94,93,92,93,93,93,93,93,93,93,93,93,93,93,93,93,92,93,92,92,92,92,92,91,90,90,90,89,88,88,87,88,87,87,86,85,84,83,82,79,79,79,79,78,78,77,78,76,78,79,77,77,78,77,78,78,80,79,77,77,77,79,81,80,80,79,77,77,77,76,75,74,74,75,74,76,74,74,76,73,74,74,74,73,72,73,75,76,73,75,74,73,74,71,69,72,71,69,74,72,72,73,75,73,77,77,76,73,75,75,75,75,82,78, ,78,81,78,81,83,85,84,86,87,88,88,89,87,89,89,91,92,92,91,91,90,89,89,89,93,91,93,92,92,91,90,90,92,91,91,91,91,90,91,90,90,89,88,88,88,88,88,89,91,91,91,92,92,92,92,92,92,92,92,92,93,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,91,92,91,91,91,91,90,90,90,90,89,90,89,89,88,88,87,87,85,82,82,82,81,81,80,80,80,79,80,84,82,80,80,79,79,78,75,70,70,69,69,69,69,69,68,68,68,68,67,67,67,67,65,64,64,63,62,61,61,61,60,60,60,60,59,60,60,59,61,60,60,60,60,59,60,60,60,59,60,58,56,52,47,44,40,41,42,42,42,41,42,42,43,41,41,40,43,44,45,40,39,38,38,38,40,40,40,41,43,42,40,41,40,44,42,40,38,41,37,44,39,42,39,39,42,42,39,40,43,43,44,43,46,47,47,47,45,46,45,44,45,49,45,46,46,48,49,48,50,53,50,52,48,52,49,53,49,50,51,51,50,53,51,52,54,54,54,54,52,54,54,56,57,55,56,56,56,57,60,60,58,59,59,59,59,61,60,60,66,61,66,64,66,67,68,67,68,70,70,73,73,72,75,75,76,77,75,78,77,80,80,81,80,79,80,81,80,81,79,80,78,77,76,75,76,76,75,74,73,74,72,72,72,71,71,71,72,72,72,73,71,71,71,71,71,71,71,71,70,71,70,70,70,69,69,68,67,67,66,65,65,64,65,65,65,64,64,64,64,65,62,61,61,62,61,60,61,60,59,59,59,60,60,59,59,59,58,57,58,57,57,58,59,58,59,58,57,58,57,56,56,56,56,56,55,55,56,55,56,55,55,55,54,55,55,54,54,54,53,54,55,54,54,54,54,52,53,50,50,49,51,55,46,50,46,44,48,45,47,46,44,46,45,47,45,48,48,43,46,45,44,43,45,43,45,45,46,49,50,49,44,46,47,48,45,49,47,49,50,47,45,47,45,44,48,50,48,48,48,51,46,48,50,52,47,49,50,56,56,51,54,54,56,57,59,59,60,60,65,63,66,63,65,68,65,72,69,68,67,72,72,67,70,73,74,72,74,72,72,73,74,71,70,73,78,75,73,76,78,75,76,78,80,77,79,78,78,80,80,80,81,80,83,81,82,83,82,83,82,82,82,83,83,84,84,84,84,85,86,85,85,86,85,84,83,83,82,83,81,82,81,81,81,80,80,80,80,80,80,79,79,78,78,78,77,77,76,76,76,75,75,75,75,74,74,74,74,75,74,74,74,74,73,73,73,73,74,73,72,72,72,71,70,70,70,69,69,69,69,69,68,68,67,68,67,67,67,66,65,65,65,64,64,64,64,63,62,62,60,59,59,59,58,58,58,57,57,57,57,56,57,56,57,57,57,57,57,58,57,57,58,59,59,59,60,59,59,58,58,58,58,58,58,58,59,58,60,60,59,58,59,59,59,59,59,59,59,59,57,57,58,57,54,54,56,54,55,55,55,56,54,56,55,55,56,55,55,56,56,57,57,56,58,57,59,60,62,59,62,62,62,62,62,61,61,63,63,65,68,68, ,69,67,70,74,72,72,76,75,78,77,78,79,79,80,83,83,84,86,85,86,88,87,87,89,91,90,90,90, ,89,85,80,84,86,87,86,88,88,89,89,90,92,92,91,92,92,92,92,91,92,92,92,92,92,92,92,92,92,91,91,91,91,90,89,89,89,89,89,89,90,89,90,89,89,89,89,89,89,89,89,89,88,88,88,88,88,88,87,87,85,84,84,83,83,83,83,83,82,82,82,81,81,81,81,81,80,80,80,81,80,80,81,80,81,80,81,80"
"16.8,16.7,16.2,16.3,16.3,16.3,16.3,16.3,16.7,16.6,16.6,16.7,16.9,16.8,16.8,16.7,16.6,16.7,16.3,16.2,16.2,16.2,17,17,17,17,16.9,17,17,16.9,17,17,17.2,17.2,17.2,17.2,17.2,17.2,17.2,17.2,17.2,17.2,17.3,17.3,17.3,17.3,17.2,17.2,17.2,17.2,17.2,17.2,17.2,17.2,17.1,17.1,17.1,17.1,17.2,17.2,17.2,17.2,17.3,17.3,17.4,17.4,17.4,17.4,17.4,17.4,17.4,17.4,17.8,17.8,17.9,17.9,17.9, ,18,18,18,18.1,17.7,17.7,17.7,17.8,17.9,18,18,18,18,18,18.2,18.2,18.2,18.2,18.2,18.2,18.2,18.2,18.2,18.2,18.5,18.5,18.5,18.5,18.5,18.5,18.5,18.5,18.5,18.5,18.8,18.8,18.9,18.9,18.9,18.9,18.9,18.9,18.9,18.9,18.5,18.5,18.5,18.5,18.5,18.5,18.5,18.5,18.5,18.5,18.6,18.6,18.7,18.7,18.7,18.7,18.7,18.7,18.7,18.7,18.2,18.2,18.2,18.2,18.2,18.2,18.2,18.2,18.2,18.3,19.3,19.4,19.4,19.4,19.5,19.5,19.5,19.5,19.5,19.6,20.4,20.4,20.4,20.5,20.5,20.5,21.2,21.2,21.4,21.5,21.7,21.7,21.7,21.5,21.3,21.4,23.4,23.4,23,22.7,22,22,22.5,22.6,22.3, ,22.2,22.2,22,21.5,21.7,21.7,21.7,21.6,21.9,22.1,21.8,21.7,21.7,21.8,21.7,21.7,21.9,22.4,22.4,22.1,22.6,22.4,22.1,21.8,22,21.8,21.8,22.6,22.6, ,23,23.1,23.2,22.4,21.8,21.8,21.4,21.6,21.5,21.7,21.6,21.4,21.2,20.8,20.4,20.8,20.4,20.4,20.9,21.1,19.1, ,19.1,19.1,17.6,17.7,17.7,17.7,17.6,17.7,17.5,17.4,17.4,17.4,17.8,17.8,17.8,17.8,17.8,17.7,17.7,17.8,17.8,17.7,17.6,17.6,17.7,17.7,17.7,17.6,17.6,17.6,17.5,17.6,18.3,18.3,18.3,18.2,18.2,18.2,18.2,18.2,18.2,18.2,18.4,18.4,18.4,18.4,18.4, ,18.5,18.5,18.5,18.5,18.3,18.3,18.4,18.4,18.4,18.4,18.4,18.5,18.5,18.5,18.8,18.8,18.8,18.9,18.9,18.9,18.9,18.9,18.9,18.9,19.1,19.1,19.1,19.1,19.1,19.1,19.1,19.1,19.1,19.1,19,19,19,19,19,19,19,19.1,19.1,19.1,19.3,19.3,19.4,19.4,19.4,19.5,19.5,19.5,19.5,19.5,19.5,19.6,19.6,19.6,19.5,19.5,19.5,19.5,19.6,19.6,19.9,19.9,20,20.1,20.2, ,20.2,20.2,20.2,20.2,20,20,20,20,20,20,20,20,20,20.1,20.6,20.6,20.6,20.7,20.7,20.7,20.7,20.7,20.7,20.7,21.4,21.4,21.4,21.4,21.4,21.4,21.6,21.6,21.6,21.6,20.9,20.9,20.9,20.9,20.9,20.9,21,21.1,21.2,21.4,21.6,21.8,21.9,21.9,22, ,22.9,22.9,22.9,22.9,22.5,22.5,22.6,22.7,22.6,22.7,22.7,22.5,22.4,22.5,22.4,22.4,22.3,22.3,22.6,23.1,23.1,23.1,23.3,23.2,23.3,23.2,23,23,23.3,23.2,22.9,22.9,22.9,23,22.9,22.9,22.8,22.7,22.8,22.9,22.7,22.7,22.7,22.9,22.7,22.7,22.6,22.4,22.5,22.4,22.5,22.3,22.3,22.4,22,22.2,22,21.9,22.1,22.1,22.3,22.2,22.1,22.6,22.4,22.2,22.2,22.1,22.1,22.2,21.5,21.4,21.4,21.6,22.2,22,21.9,21.9,21.8,21.7,21.6,21.6,21.6,21.8,21.5,21.1,21.3,21.4,21,21.1,20.8,20.7,20.7,20.8,20.8,20.8,20.8,20.9,20.7, ,20.6,20.6,20.7,20.5,20,19.9,20,20,20,19.9,19,18.9,18.7,18.7,17.7,17.7,17.5,17.5,17.4,17.3,16.9,16.9,16.8,16.8,16.1,16.1,16.1,16.1,16.1,16.1,16.1,16.1,16.1,16.1,15.8,15.8,15.8,15.8,15.8,15.8,15.8,15.8,15.8,15.8,16,16,16,16,16,16,16,16,16,16,16.1,16.1,16.1,16.1,16.1,16.1,16.1,16.2,16.2,16.2,16.4,16.4,16.4,16.4,16.5,16.5,16.5,16.6,16.6,16.6,16.8,16.8,16.8,16.8,16.8,16.9,16.9,17,17,16.9,17.2,17.2,17.2,17.3,17.4,17.4,17.4,17.4,17.4,17.4,17.5,17.5,17.5,17.5,17.5,17.5,17.6,17.6,17.6,17.6,17.7,17.7,17.7,17.7,17.7,17.7,17.8,17.8,17.8,17.9,18,18.1,18.1,18.1,18.2,18.2,18.6,18.5,18.5,18.7,18.9,18.8,18.8,18.9,18.9,18.8,19.4,19.6,19.5,19.4,19.9,20,20,20.2,20.7,20.5,21.5,21.4,21.3,21.6,22.2,21.9,22.2,22.2,22,21.7,21.8,22,21.8,21.6,21.4,21.2,21.2,21.3,21.2,21.5,21.8,21.5,21.4,21.4,21.3,21.3,21.6,22.1,21.7,21.9,23,22.9,22.6,22.3,21.9,21.9,21.2,21,21,21.3,21.7,21.5,21.9,21.8,21.9,21.4,21.6,22.2,22.3,22.7,22.6,21.9,21.4,21.4,21.3,21.4,21,21,21.3,21.1,20.5,20.7,20.4,20.2,20.7,20.3,20.2,20,20.3,20,19.7,19.9,19.6,19.7,19.8,19.9,20,20.3,19.9,19.5,19.3,19.5,19.8,20.2,19.9,20.2,20.1,19.5,19.5,19.5,18.7,18.9,18.9,18.6,18.4,18.4,18.4,18.4,18.5,18.2,17.7,17.7,17.7,17.7,17.7,17.6,17.5,17.4,17.5,17.4,17.1,17.1,17,16.9,16,15.9,15.9,16,15.9,15.8,15.6,15.5,15.5,15.5,15.1,15.2,15.1,15.1,15,15,14.9,14.9,14.8,14.8,14.7,14.7,14.7,14.7,14.7,14.7,14.8,14.8,14.8,14.8,14.8,14.9,14.9,14.9,14.9,14.9,14.9,14.9,15,15,15.2,15.2,15.3,15.3,15.3,15.3,15.3,15.3,15.4,15.4,15.2,15.2,15.2,15.2,15.2,15.2,15.2,15.2,15.2,15.3,15.4,15.4,15.4,15.4,15.3,15.4,15.4,15.5,15.5,15.5,15.5,15.5,15.5,15.6,15.6,15.6,15.6,15.5,15.6,15.6,16,16,16,16,16,16,16.1,16.1,16.1,16.2,16.2,16.2,16.2,16.2,16.2,16.3,16.4,16.4,16.4,16.4,16.1,16.1,16.2,16.1,16.2,16.2,16.6,16.7,16.7,16.7,17.1,17,17.1,17.2,17.1,17.1,17.9,17.6,17.6,17.5,18.2,18.2,18.1,18.1,18.1, ,18.5,18.5,18.5,18.4,18.1,18.1,18,18.1,18.1, ,18.3,18.2,18.3,18.3,19.2,19.1,19.1,19.1,19.2,19.2,19.2,19.2,19.3,19.2,18.9,19,19.2,19.1,19.1,19.1,19.7,19.7,19.7,19.7,20.1,20.2,20.2,19.9,19.9, ,20.6,20.2,20.1,20.5,21.4,21.2,21.3,21.2,20.9,21.4,20,20,19.8,19.8,20.1,20.3,20.2,20.1,20.2,20.1,19.7,19.5, ,19.5,19.4,19.4,19.4,19.3,19.2,19.2,19,19,19,18.9,18,18,17.9,17.9,17.9,17.8,17.7,17.6,17.7,17.7,18.4,18.5,18.5,18.5,18.4,18.3,18.3, ,18.5,18.6,18.7,18.7,18.6,18.6,18.5,18.6,18.5,18.5,18.4,18.4,18.5,18.5,18.4,18.4,18.4,18.4,18.4,18.3,18.3,18.3,18.2,18.2,18.2,18.2,18.1, ,18.1,18.1,18.1,18.1,17.8,17.8,17.8,17.8,17.8, ,17.7,17.7,17.7,17.7,17.6,17.6,17.6,17.6,17.6,17.6,17.6,17.6,17.6,17.6,17.7,17.7,17.7,17.8,17.8,17.8,17.8,17.8,17.8,17.8,18,18,18,18,18.1,18.1,18.1,18.1,18.1,18.1,17.6,17.6,17.6,17.6,17.6,17.6,17.6,17.6,17.6,17.6,17.9,17.9,17.9,17.9,17.9,17.9"
File: File1.csv
ans = 1067
ans = 1067
ans = 1067
ans = 1067
Name Size Bytes Class Attributes
data 4x1 38948 string
ans = 4x1 string array
"11h36,11h30,11h24,11h18,11h12,11h06,11h,10h54,10h48,10h42,10h36,10h30,10h24,10h18,10h12,10h06,10h,09h54,09h48,09h42,09h36,09h30,09h24,09h18,09h12,09h06,09h,08h54,08h48,08h42,08h36,08h30,08h24,08h18,08h12,08h06,08h,07h54,07h48,07h42,07h36,07h30,07h24,07h18,07h12,07h06,07h,06h54,06h48,06h42,06h36,06h30,06h24,06h18,06h12,06h06,06h,05h54,05h48,05h42,05h36,05h30,05h24,05h18,05h12,05h06,05h,04h54,04h48,04h42,04h36,04h30,04h24,04h18,04h12,04h06,04h,03h54,03h48,03h42,03h36,03h30,03h24,03h18,03h12,03h06,03h,02h54,02h48,02h42,02h36,02h30,02h24,02h18,02h12,02h06,02h,01h54,01h48,01h42,01h36,01h30,01h24,01h18,01h12,01h06,01h,00h54,00h48,00h42,00h36,00h30,00h24,00h18,00h12,00h06,00h,23h54,23h48,23h42,23h36,23h30,23h24,23h18,23h12,23h06,23h,22h54,22h48,22h42,22h36,22h30,22h24,22h18,22h12,22h06,22h,21h54,21h48,21h42,21h36,21h30,21h24,21h18,21h12,21h06,21h,20h54,20h48,20h42,20h36,20h30,20h24,20h18,20h12,20h06,20h,19h54,19h48,19h42,19h36,19h30,19h24,19h18,19h12,19h06,19h,18h54,18h48,18h42,18h36,18h30,18h24,18h18,18h12,18h06,18h,17h54,17h48,17h42,17h36,17h30,17h24,17h18,17h12,17h06,17h,16h54,16h48,16h42,16h36,16h30,16h24,16h18,16h12,16h06,16h,15h54,15h48,15h42,15h36,15h30,15h24,15h18,15h12,15h06,15h,14h54,14h48,14h42,14h36,14h30,14h24,14h18,14h12,14h06,14h,13h54,13h48,13h42,13h36,13h30,13h24,13h18,13h12,13h06,13h,12h54,12h48,12h42,12h36,12h30,12h24,12h18,12h12,12h06,12h,11h54,11h48,11h42,11h36,11h30,11h24,11h18,11h12,11h06,11h,10h54,10h48,10h42,10h36,10h30,10h24,10h18,10h12,10h06,10h,09h54,09h48,09h42,09h36,09h30,09h24,09h18,09h12,09h06,09h,08h54,08h48,08h42,08h36,08h30,08h24,08h18,08h12,08h06,08h,07h54,07h48,07h42,07h36,07h30,07h24,07h18,07h12,07h06,07h,06h54,06h48,06h42,06h36,06h30,06h24,06h18,06h12,06h06,06h,05h54,05h48,05h42,05h36,05h30,05h24,05h18,05h12,05h06,05h,04h54,04h48,04h42,04h36,04h30,04h24,04h18,04h12,04h06,04h,03h54,03h48,03h42,03h36,03h30,03h24,03h18,03h12,03h06,03h,02h54,02h48,02h42,02h36,02h30,02h24,02h18,02h12,02h06,02h,01h54,01h48,01h42,01h36,01h30,01h24,01h18,01h12,01h06,01h,00h54,00h48,00h42,00h36,00h30,00h24,00h18,00h12,00h06,00h,23h54,23h48,23h42,23h36,23h30,23h24,23h18,23h12,23h06,23h,22h54,22h48,22h42,22h36,22h30,22h24,22h18,22h12,22h06,22h,21h54,21h48,21h42,21h36,21h30,21h24,21h18,21h12,21h06,21h,20h54,20h48,20h42,20h36,20h30,20h24,20h18,20h12,20h06,20h,19h54,19h48,19h42,19h36,19h30,19h24,19h18,19h12,19h06,19h,18h54,18h48,18h42,18h36,18h30,18h24,18h18,18h12,18h06,18h,17h54,17h48,17h42,17h36,17h30,17h24,17h18,17h12,17h06,17h,16h54,16h48,16h42,16h36,16h30,16h24,16h18,16h12,16h06,16h,15h54,15h48,15h42,15h36,15h30,15h24,15h18,15h12,15h06,15h,14h54,14h48,14h42,14h36,14h30,14h24,14h18,14h12,14h06,14h,13h54,13h48,13h42,13h36,13h30,13h24,13h18,13h12,13h06,13h,12h54,12h48,12h42,12h36,12h30,12h24,12h18,12h12,12h06,12h,11h54,11h48,11h42,11h36,11h30,11h24,11h18,11h12,11h06,11h,10h54,10h48,10h42,10h36,10h30,10h24,10h18,10h12,10h06,10h,09h54,09h48,09h42,09h36,09h30,09h24,09h18,09h12,09h06,09h,08h54,08h48,08h42,08h36,08h30,08h24,08h18,08h12,08h06,08h,07h54,07h48,07h42,07h36,07h30,07h24,07h18,07h12,07h06,07h,06h54,06h48,06h42,06h36,06h30,06h24,06h18,06h12,06h06,06h,05h54,05h48,05h42,05h36,05h30,05h24,05h18,05h12,05h06,05h,04h54,04h48,04h42,04h36,04h30,04h24,04h18,04h12,04h06,04h,03h54,03h48,03h42,03h36,03h30,03h24,03h18,03h12,03h06,03h,02h54,02h48,02h42,02h36,02h30,02h24,02h18,02h12,02h06,02h,01h54,01h48,01h42,01h36,01h30,01h24,01h18,01h12,01h06,01h,00h54,00h48,00h42,00h36,00h30,00h24,00h18,00h12,00h06,00h,23h54,23h48,23h42,23h36,23h30,23h24,23h18,23h12,23h06,23h,22h54,22h48,22h42,22h36,22h30,22h24,22h18,22h12,22h06,22h,21h54,21h48,21h42,21h36,21h30,21h24,21h18,21h12,21h06,21h,20h54,20h48,20h42,20h36,20h30,20h24,20h18,20h12,20h06,20h,19h54,19h48,19h42,19h36,19h30,19h24,19h18,19h12,19h06,19h,18h54,18h48,18h42,18h36,18h30,18h24,18h18,18h12,18h06,18h,17h54,17h48,17h42,17h36,17h30,17h24,17h18,17h12,17h06,17h,16h54,16h48,16h42,16h36,16h30,16h24,16h18,16h12,16h06,16h,15h54,15h48,15h42,15h36,15h30,15h24,15h18,15h12,15h06,15h,14h54,14h48,14h42,14h36,14h30,14h24,14h18,14h12,14h06,14h,13h54,13h48,13h42,13h36,13h30,13h24,13h18,13h12,13h06,13h,12h54,12h48,12h42,12h36,12h30,12h24,12h18,12h12,12h06,12h,11h54,11h48,11h42,11h36,11h30,11h24,11h18,11h12,11h06,11h,10h54,10h48,10h42,10h36,10h30,10h24,10h18,10h12,10h06,10h,09h54,09h48,09h42,09h36,09h30,09h24,09h18,09h12,09h06,09h,08h54,08h48,08h42,08h36,08h30,08h24,08h18,08h12,08h06,08h,07h54,07h48,07h42,07h36,07h30,07h24,07h18,07h12,07h06,07h,06h54,06h48,06h42,06h36,06h30,06h24,06h18,06h12,06h06,06h,05h54,05h48,05h42,05h36,05h30,05h24,05h18,05h12,05h06,05h,04h54,04h48,04h42,04h36,04h30,04h24,04h18,04h12,04h06,04h,03h54,03h48,03h42,03h36,03h30,03h24,03h18,03h12,03h06,03h,02h54,02h48,02h42,02h36,02h30,02h24,02h18,02h12,02h06,02h,01h54,01h48,01h42,01h36,01h30,01h24,01h18,01h12,01h06,01h,00h54,00h48,00h42,00h36,00h30,00h24,00h18,00h12,00h06,00h,23h54,23h48,23h42,23h36,23h30,23h24,23h18,23h12,23h06,23h,22h54,22h48,22h42,22h36,22h30,22h24,22h18,22h12,22h06,22h,21h54,21h48,21h42,21h36,21h30,21h24,21h18,21h12,21h06,21h,20h54,20h48,20h42,20h36,20h30,20h24,20h18,20h12,20h06,20h,19h54,19h48,19h42,19h36,19h30,19h24,19h18,19h12,19h06,19h,18h54,18h48,18h42,18h36,18h30,18h24,18h18,18h12,18h06,18h,17h54,17h48,17h42,17h36,17h30,17h24,17h18,17h12,17h06,17h,16h54,16h48,16h42,16h36,16h30,16h24,16h18,16h12,16h06,16h,15h54,15h48,15h42,15h36,15h30,15h24,15h18,15h12,15h06,15h,14h54,14h48,14h42,14h36,14h30,14h24,14h18,14h12,14h06,14h,13h54,13h48,13h42,13h36,13h30,13h24,13h18,13h12,13h06,13h,12h54,12h48,12h42,12h36,12h30,12h24,12h18,12h12,12h06,12h,11h54,11h48,11h42,11h36,11h30,11h24,11h18,11h12,11h06,11h,10h54,10h48,10h42,10h36,10h30,10h24,10h18,10h12,10h06,10h,09h54,09h48,09h42,09h36,09h30,09h24,09h18,09h12,09h06,09h,08h54,08h48,08h42,08h36,08h30,08h24,08h18,08h12,08h06,08h,07h54,07h48,07h42,07h36,07h30,07h24,07h18,07h12,07h06,07h,06h54,06h48,06h42,06h36,06h30,06h24,06h18,06h12,06h06,06h,05h54,05h48,05h42,05h36,05h30,05h24,05h18,05h12,05h06,05h,04h54,04h48,04h42,04h36,04h30,04h24,04h18,04h12,04h06,04h,03h54,03h48,03h42,03h36,03h30,03h24,03h18,03h12,03h06,03h,02h54,02h48,02h42,02h36,02h30,02h24,02h18,02h12,02h06,02h"
"23.2,23.1,23.4,23.3,23,22.9,23,22.8,23,23.1,22.6,22.3,22.4,22.7,22.4,22.3,21.9,21.5,21.7,21.3,21,21.1,20.8,20.4,20.3,20.1,19.9,19.4,19.3,19.1,19,18.8,18.5,18.2,17.7,17.6,17.6,17.5,17.3,17.3,17.3,17.2,17.2,17.3,17.3,17.4,17.5,17.4,17.6,17.7,17.8,17.9,18,18.1,18.3,18.4,18.5,18.5,18.4,18.4,18.4,18.3,18.2,18.1,18.1,18.1,18,18,18,18,18,18.1,18.1,18.1,18.1,18.3,18.4,18.6,18.7,18.8,19,19.2,19.4,19.4,19.5,19.5,19.6,19.5,19.5,19.4,19.4,19.3,19.2,19.2,19.3,19.3,19.3,19.4,19.5,19.5,19.7,19.6,19.6,19.7,19.8,19.9,19.9,20,20.1,20.1,20.2,20.2,20.2,20.4,20.5,20.5,20.6,20.5,20.5,20.6,20.6,20.7,20.7,20.8,20.9,20.9,20.9,21,21,21.2,21.3,21.5,21.7,21.8,22,22.1,22.2,22.2,22.3,22.3,22.3,22.4,22.3,22.4,22.4,22.3,22.3,22.4,22.5,22.5,22.7,22.7,22.8,22.7,22.8,22.8,22.8,23,23.2,23.6,23.7,23.8,23.4,23.2,23.3,23.3,23.7,23.8,23.5,23.3,23.4,23.5,23.4,23.5,23.6,23.6,23.9,24.4,24.3,24.4,24.5,24,24.3,23.9,23.5,23.6,23.9,23.6,24.2,23.5,23.5,23.4,23.3,23.7,23.9,24,23.7,23.6,23.3,23.5,23,23.6,23.4,23.4,23,23.3,23.6,23.2,23.3,23.3,22.7,22.8,23.1,23,22.4,22,21.8,22.1,21.8,21.5,21.9,21.7,22.1,21.8,21.2,21.9,22,21.9,21.3,20.9,20.8,21,20.6,20.7,20.8,20.6,20.4,20.2,20.1,19.8,19.9,19.7,19.6,19.1,19.7,19.6,18.7,19.3,18.8,19.1,18.6,18.6,18.2,17.8,17.9,17.9,17.7,17.4,17.5,17.4,17.3,17.2,17.1,17,17,16.9,16.9,16.8,16.8,16.8,16.7,16.7,16.8,16.7,16.6,16.6,16.6,16.6,16.4,16.4,16.4,16.4,16.4,16.4,16.3,16.4,16.3,16.4,16.6,16.7,16.8,16.8,16.9,16.9,17,17.2,17.4,17.5,17.6,17.5,17.5,17.5,17.6,17.7,17.9,18,18,18,18.3,18.3,18.3,18.3,18.4,18.3,18.5,18.6,18.7,18.8,18.8,18.8,18.9,19,19.1,19.1,19.2,19.3,19.4,19.5,19.5,19.6,19.7,19.8,19.9,20,20,20.1,20.2,20.3,20.4,20.5,20.5,20.6,20.7,20.8,20.9,21,21.2,21.4,21.8,22.1,22.3,22.4,22.4,22.5,22.6,22.6,22.6,22.6,22.6,22.6,22.7,22.7,22.9,22.9,23,23,23,23,23,23.1,23.1,23.2,23.2,23.1,23.2,23.2,23.3,23.3,23.3,23.4,23.5,23.6,23.8,23.9,23.9,24.1,24.2,24.3,24.4,24.6,24.8,24.9,25.1,25.3,25.5,25.7,26,26.3,26.4,26.7,26.8,27,27.2,27.5,27.8,28,27.7,28.2,28.6,28.6,28.8,28.7,28.6,28.8,28.8,29.1,29.3,29.3,29.3,29.3,29.2,28.8,28.8,29.2,29,29.2,29.2,28.9,28.7,28.8,28.9,28.8,28.7,29,28.7,28.8,28.9,29,28.7,28.5,29.1,29.1,28.8,28.7,28.5,28.5,28.2,28.2,28.6,28.4,28.2,28,27.5,27.4,27.6,27.5,27.5,27.5,27.4,27.5,27.4,27.1,27.3,26.8,27.1,27,26.6,26.3,26.6,26,26.3,26.3,26.3,26.4,26.4,26.1,25.7,25.9,25.8,26,26.1,25.9,25.7,25.8,25.6,25.6,25.9,25.9,25.5,25.3,25.6,25.1,24.5,24.2,24.2,24.2,23.8,23.8,23.7,23.7,23.6,24,23.2,22.9,22.9,22.5,21.7,21.1,20.5,20,19.8,19.6,19.3,19.1,18.9,18.7,18.6,18.4,18.3,18.2,18.1,18,17.8,17.6,17.5,17.4,17.4,17.3,17.4,17.6,17.7,17.8,17.8,17.8,17.9,17.9,17.9,17.9,18.1,18.2,18.3,18.3,18.4,18.5,18.6,18.7,18.8,18.8,18.9,18.9,19,19.1,19.1,19.1,19.2,19.4,19.5,19.6,19.7,19.9,20.1,20.2,20.4,20.4,20.4,20.5,20.6,20.7,20.7,20.9,21,21.2,21.3,21.4,21.6,21.6,21.4,21.4,21.5,21.5,21.6,21.7,21.7,21.8,21.8,21.8,21.7,21.4,21.6,21.7,21.9,22,22.2,22.4,22.5,22.9,22.9,23.1,23.5,23.8,24,24,24.1,24.2,24,24.1,24,23.9,24,23.8,23.8,23.9,23.9,24,24.1,24.2,24.3,24.4,,25.2,25.3,25.5,25.7,26,26.2,26.5,26.8,27.1,27.5,27.9,28.4,28.6,28.8,29,29.5,29.2,29.3,29.3,29.5,29.1,29.2,29.4,29.2,29.5,29.7,29.2,29.4,29.7,29.7,30,29.6,29.8,29.9,29.6,29.3,29.5,29.3,29.6,29.5,29.5,29.2,29,29.1,29.5,29.3,29.3,29.1,29.2,29.5,29.8,29.3,29.3,29.3,29.5,29,28.8,28.7,28.7,28.8,28.3,28.2,28.2,28,28,27.7,27.4,27.3,27.2,27.4,27.6,27.7,27.6,27.8,27.5,27.6,27.5,27.4,27.3,27.4,27.2,27.3,27,27,26.8,26.6,26.7,26.6,26.5,26.3,26.3,26,25.7,25.5,25.5,25.3,25.5,25.3,25.4,25.2,24.9,24.7,24.8,24.1,24.1,24.2,24,24,23.9,23.7,23.4,23.2,22.9,22.6,22.7,22.2,22.1,21.6,21.7,21.3,20.6,20.2,20.1,19.9,19.6,18.8,18.2,17.9,17.8,17.6,17.4,17.2,17.1,17,16.9,16.8,16.6,16.6,16.5,16.3,16.1,16.1,16.1,16.1,16,16,16,16.1,16.2,16.1,16.1,16.1,16.2,16.2,16.1,16.1,16.2,16.2,16.3,16.1,16.1,16.3,16.4,16.5,16.4,16.5,16.5,16.5,16.6,16.6,16.7,16.7,16.8,16.9,16.9,16.9,17,17.1,17.1,17.2,17.3,17.4,17.5,17.5,17.6,17.7,17.8,17.8,17.8,17.8,17.9,17.8,17.9,18.1,18.1,18.2,18.2,18.3,18.4,18.5,18.6,18.7,18.8,18.9,18.9,19,19.2,19.3,19.3,19.5,19.6,19.7,19.8,19.9,20.1,20.3,20.4,20.4,20.4,20.4,20.5,20.7,20.9,21,20.8,20.7,20.7,20.9,21,21.1,21.3,21.5,21.5,21.6,21.8,22,22.1,22.2,22.2,22.2,22.2,22.3,22.6,22.7,22.9,22.9,23,23,23.1,23.1,23.3,23.6,23.8,24,23.9,24,24.1,24.2,24,24.1,24.1,24,24.4,24.6,24.5,24.8,24.6,24.8,25.1,24.9,24.9,24.8,24.6,24.6,24.1,24.4,24.6,24.6,24.5,24.1,23.8,24,24,24.2,24.3,24.1,24,24,24.3,24.4,23.7,24.1,23.9,23.9,24.2,24.1,24.2,23.9,23.4,23.5,23.9,23.9,23.9,23.6,23.4,23.3,23.6,23,22.8,23.2,23.1,23,22.6,23,23,22.6,22.4,22.4,22.2,22.4,22.3,22.1,22.1,22.1,21.7,21.9,21.8,21.7,21.5,20.8,20.7,20.6,20.8,20.4,20.5,20.4,20.6,20.8,20.6,20.5,20.6,20.9,20.7,20.2,20.1,20.5,19.7,19.8,19.7,19.7,19.8,20.3,19.7,19.4,19.2,19,18.8,18.7,18.4,18.2,18.1,18.1,18,18,17.9,17.8,17.7,17.6,17.7,17.7,17.5,17.5,17.5,17.5,17.4,17.4,17.4,17.4,17.4,17.3,17.3,17.3,17.3,17.3,17.4,17.4,17.3,17.4,17.4,17.5,17.6,17.7,17.7,17.7,17.8,17.8,17.7,17.9,18.3,18.5,18.5,18.5,18.6,18.8,18.9,18.9,18.9,18.9,18.9,19.1,19.1,19.2,19.3,19.4,19.6,19.7,19.9,19.9,20,20,20,20,20,20,20,20,20,20,20.1,20.1,20,20,20,20,20"
"53,49,52,53,51,56,55,52,55,54,51,52,51,52,50,55,55,55,57,58,58,60,58,62,60,61,61,63,64,63,64,64,64,66,68,71,74,73,74,76,75,76,75,77,77,76,77,72,76,74,71,72,71,71,72,70,70,67,67,66,67,67,67,68,68,67,67,67,67,66,67,66,65,64,63,63,63,62,61,61,60,59,58,58,58,58,57,57,58,58,58,58,59,60,60,59,58,58,62,59,57,60,60,59,58,58,58,58,57,57,55,55,54,55,54,54,53,53,53,53,53,53,54,54,54,55,55,55,53,54,54,54,54,52,52,51,51,49,48,47,48,46,46,46,45,47,46,45,44,45,44,44,44,43,42,42,42,43,42,41,41,45,41,42,42,42,41,44,46,44,42,43,41,44,44,43,42,41,41,42,43,42,43,46,44,43,45,45,43,43,47,47,42,43,45,45,41,48,49,47,45,46,46,46,44,41,44,45,45,47,48,48,48,51,52,50,50,53,51,52,52,52,53,51,55,53,52,51,52,54,55,56,56,57,58,58,57,60,59,57,63,61,61,65,62,67,64,68,65,69,67,73,71,69,72,74,73,74,76,75,76,77,79,78,81,82,82,82,83,83,83,82,83,83,82,84,84,85,84,84,83,84,84,85,84,85,83,84,83,83,81,80,80,79,77,76,76,75,75,74,73,74,73,72,69,68,68,67,68,69,70,70,70,70,73,74,74,75,75,76,76,76,76,77,77,78,79,80,80,81,81,81,81,82,82,81,82,81,82,82,81,81,81,81,80,80,79,78,75,72,70,69,68,68,68,67,67,67,67,68,67,67,67,66,66,66,66,66,66,65,65,65,65,65,65,65,64,64,64,64,64,64,64,63,63,63,63,62,62,62,61,61,60,59,59,58,58,57,56,56,56,55,54,53,53,52,49,47,46,45,44,44,43,43,42,42,42,41,41,40,40,39,39,39,41,40,39,41,38,39,39,41,37,37,37,35,36,34,35,36,38,43,42,45,42,43,43,44,48,48,49,48,49,49,51,52,48,49,51,57,57,51,53,53,53,56,57,55,59,59,56,59,57,58,57,57,57,58,56,57,59,55,57,62,57,59,56,56,59,57,60,61,60,61,59,61,60,61,61,61,57,62,62,58,62,61,62,67,66,68,69,70,70,71,71,71,72,73,73,74,75,75,75,75,75,75,74,75,74,73,72,72,72,72,71,71,71,71,71,70,70,69,69,68,68,68,67,67,67,66,66,64,64,64,62,64,62,61,61,62,58,57,57,56,56,56,55,54,54,53,53,52,51,50,51,50,50,51,51,50,50,49,49,49,49,49,49,51,52,51,52,49,49,51,50,51,48,48,48,46,45,45,44,45,45,45,47,48,48,52,53,52,52,52,52,51,50,50, , , , ,47,47,47,47,46,45,45,45,43,42,40,40,40,40,38,38,37,40,38,37,38,39,41,36,38,37,36,36,38,35,38,36,37,37,37,40,40,35,36,36,38,38,38,37,40,38,38,40,35,38,41,40,41,38,42,39,39,43,38,47,43,43,46,43,43,43,46,42,45,43,44,45,44,48,48,48,46,43,45,47,47,47,46,50,50,48,51,51,46,50,47,52,49,49,48,49,50,53,48,52,49,49,56,50,56,56,50,54,58,57,56,59,58,58,63,60,63,61,66,70,66,68,67,72,75,75,76,75,76,77,77,77,78,79,80,81,83,85,86,85,86,87,87,88,87,87,86,86,86,85,86,85,85,85,84,83,83,83,84,80,80,80,80,80,79,79,80,79,79,79,79,78,77,78,77,76,76,77,76,75,75,74,74,73,73,73,73,73,73,73,72,72,72,72,71,71,71,70,70,70,69,68,69,69,65,65,63,62,62,62,62,61,61,61,60,60,60,60,59,59,58,57,57,56,57,57,57,56,56,55,55,54,55,54,54,53,52,52,52,52,52,51,50,48,47,47,46,46,47,48,46,47,45,46,45,46,45,45,44,47,44,43,44,45,43,44,43,43,42,41,42,43,43,44,42,43,43,48,44,48,47,46,43,45,44,44,45,45,43,46,43,45,43,44,45,48,47,46,48,45,48,48,45,45,50,48,47,48,48,47,49,51,49,49,53,57,55,54,53,56,58,53,56,56,56,58,59,60,65,61,61,63,61,64,60,62,62,64,62,62,64,62,66,64,61,65,60,61,64,61,63,66,68,68,67,70,68,69,69,67,67,70,70,70,72,70,73,74,75,77,76,76,76,75,76,76,77,76,77,76,75,75,75,74,74,74,73,74,73,73,73,72,71,71,73,73,72,75,79,80,79,79,79,79,80,79,79,78,79,80,80,80,81,81,83,83,82,82,81,80,80,80,80,80,80,79,80,80,80,80,80,80,80,81,81"
"19.1,19.3,19.4,19.4,19.5,19.3,19.3,19.1,19.2,19.5,19.5,18.4,18.4,18.5,18.4,18.5,18.5,18,18.3,18.2,18.2,17.9,17.6,17.5,17.4,17.4, ,16.7,16.7,16.6,16.5,15.9,15.9,15.9,15.7,15.7,15.7,15.2,15.2,15.2,15.2,14.9,14.9,14.9,14.9,14.9,15,14.9,14.9,15,15,14.8,14.8,14.8,14.9,14.9, ,14.9,14.9,14.9,14.9,14.9,14.9,14.9,14.9,14.9,14.9,14.9,14.9,14.9,14.9,15,15,15,15,15,15,15.1,15.1,15.2,15.2,15.2,15.3,15.3,15.3,15.3,15.3,15.3,15.3,15.3,15.3,15.7,15.7,15.7,15.7,15.7, ,15.8,15.8,15.8,15.9,16.1,16.1,16.1,16.2,16.2,16.2,16.2,16.3,16.3,16.3,16,16,16.1,16.1,16.1, ,16.1,16.1,16.1,16.1,15.9,15.9,16,16,16,16,16,16,16.1,16.1,16.1,16.2,16.2,16.3,16.3,16.3,16.7,16.7,16.8,16.9,16.7,16.6,16.6,16.6,16.7,16.6,17.5,17.7,17.7,17.5,18.3,18.2,18.3,18.4,18.1,18.1,18.9,19.2,19.1,18.8,19,18.9,18.8,18.8,18.7,19,19.2,19,18.8,18.9,19.2,18.8,18.7,18.8,18.5, ,18.9,18.7,18.9,19.1,19.5,19.8,19.7,19.4,19.5,19.6,19.5,19.6,19.5,19.5,19.8,19.8,19.9,20.1,20.1,19.8,19.9,19.7,19.7,19.8,20.3,20.1,20.2,20,20.1,20.4,20.1,20.1,20.1,19.9,19.5,19.6,19.8,19.6,19.2,19.1,19.3,19.1,19,19.2,18.2,18.5,18.5,18.1,18.4, ,18.2,18.1,17.9,18,18.4,18.3,18.4,18.3,18.2, ,18.1,18,17.8,17.9,17.9,17.9,17.9,17.9,17.9,17.8,17.8,17.6,17.7,17.6,18.3,18.1,18,18,18.1,18.2,17.3,17.3,17.2,17.2,16.7,16.7,16.6,16.6,16.6,16.6,16.5,16.5,16.5,16.5,15.8,15.9,15.8,15.8,15.8,15.8,15.8,15.7,15.7,15.7,15.8,15.8,15.8,15.7,15.8,15.7,15.8,15.8,15.9,15.9,15.9,15.9,15.9,16,16,16.1,16.1,16.1,16.1,16.1,16.4,16.4,16.4,16.5,16.5,16.5,16.5,16.6,16.6,16.6,17.1,17.1,17.1,17.2,17.2,17.2,17.3,17.3,17.3,17.3,17.8,17.8,17.8,17.9,17.9,17.9,18,18,18,18,18.5,18.5,18.5,18.5,18.6,18.6,18.6,18.7,18.7,18.7,19.1,19.2,19.2,19.2,19.3,19.3,19.4,19.5,19.6,19.6,20.7,20.7,20.7,20.7,20.7, ,20.7,20.7,20.7,20.7,20.5,20.6,20.6,20.6,20.6,20.6,20.6,20.6,20.7,20.7,20.6,20.6,20.6,20.6,20.6,20.7,21,21.1,21,21.1,21.1,21.1,21.1,21.1,21.1,21.2,22,22,22.1,22,21.9,21.9,21.8,21.8,21.9,21.9,22.5,22.5,22.5,22.6,22.2,22.1,22.2,22.4,22.4,22.3,22.8,22.7,22.7,22.7,22.7,22.7,22.7,22.7,22.8, ,23,23,23.2,23.1,22.9,22.9,23.1,23,23.2,23.1,22.9,22.9,22.9,23,23.1,23,23.1,23.1,23,23,23.1,23.2,23,23.2,23.4,23.3,23.4,23.4,23.4,23.2,23.3,23.3,23.1,23.1,22.8,22.6,22.6,22.7,22.6,22.6,22.5,22.5,22.6,22.5,22.5,22.6,22.4,22.5,22.5, ,22.5,22.6,22.4,22.4,22.7,22.7,22.7,22.9,22.9,22.5,22.4,22.4,22.6,22.8,22.6,22.4,22.4,22.5,22.5,22.5,22.2,22.1,22,22.3,21.8,21.5,21.4,21.7,22.2,22,21.4,21.4,21.4,21.5,20.1,19.8,19.7,19.7,19.6,19.5,18.8,18.6,18.4,18.3,16.9,16.9,16.9,16.9,16.9,16.9,16.1,16.1,16.1,16.1,15.9,15.8,15.8,15.7,15.7,15.7,15.6,15.7,15.7,15.7,15.8,15.8,15.8,15.9,15.9, ,15.9,15.9,16,16,15.9,16,16,16,16, ,16.1,16.1,16.1,16.1,16.4,16.4,16.4,16.5,16.5,16.6,16.6,16.6,16.7,16.7,16.9,17,17,17,17, ,17.1,17.1,17.1,17.2,17.1,17.2,17.2,17.3,17.3,17.2,17.2,17.2,17.2,17.3,18.1,18.1,18.2,18.2,18.2,18.1,18,18.1,18.1,18.2,18.6,18.7,18.8,18.8,18.9,18.9,19,19.1,19.2,19.2,19.3,19.3,19.4,19.3,19.3,19.3,19.3,19.3,19.3,19.3,19.7,19.7,19.8,19.8,19.8,19.8,20.5, , , , ,21.4,21.4,21.5,21.5,21.6,22.6,22.7,23.2,23.1,23.7,23.5,23.3,23.5,23.2,23.2,24.5,24,23.7,23.7,23.8,23.4,23.3,23.5,23.5,23.6,24.1,23.5,23.6,23.8,24,24.4,23.9,23.9,23.9,23.8,23.9,24,23.9,24,24,24.3,24,23.6,23.4,23.7,23.8,23.9,23.8,23.9,23.8,24,23.7,23.6,23.7,24.1,23.9,23.7,23.5,23.4,23.1,23.1,23.3,23.1,23,23,22.9,22.6,22.7,22.8,22.2,22.2,22.4,22.6,22.5,22.3,22.7,22.6,22.4,22.3,22,21.9,22,21.8,21.8,21.7,21.6,21.6,21.7,21.8,21.4,21.5,21.3,21.1,21.1, ,20.9,21,20.9,21,20.9,20.7,20.7,21,20.8,20.6,20.5,20.6,20.4,20.4,20.3,20.1,20,20.1,19.9,19.9,19.6,19.6,19.5,19.7,18.4,18.3,18.1,18,17.8, ,17.2,17,16.8,16.8,15.9,15.8,15.7,15.7,15.8,15.8,15.3,15.2,15.3,15.2,14.5,14.4,14.4,14.4,14.4,14.4,14.3,14.3,14.4,14.4,14.2,14.2,14.2,14.2,14.2,14.2,14.2,14.2,14.2,14.3,14.4,14.4,14.4,14.4,14.5,14.4,14.5,14.5,14.5,14.5,14.8,14.8,14.8,14.8,14.9,14.9,14.9,14.9,14.9,14.9,15.1,15.1,15.2,15.2,15.2,15.2,15.3,15.3,15.3,15.3,15.4,15.5,15.4,15.5,15.5,15.5,15.5,15.5,15.6,15.6,15.8,15.9,15.9,15.9,16,16,16,16.1,16.1,16.1,16.1,16.1,16.1,16.2,16.2, ,16.3,16.3,16.3,16.3,16.1,16.2,16.2,16.3,16.3, ,16.2,16.2,16.3,16.3,16.8,16.9,17,17,17,17.1,17.6,17.6,17.6,17.6,18.1,18.1,18.1,18.2,18.3,18.3,19.2,19.2,19.2,19.1,19.4,19.4,19.6,19.7,19.8,19.6,20.5,20.6,20.9,20.3,20.6,20.5,20.5,20.6,20.5,20.5,20.8,20.4,20.5,20.7,20.7,20.5,20.5,20.4,20.3,20,20.5,20.6,20.8,21,21.1,20.6,20.3,20.6,20.5,20.4,20.8,20.6,20.6,20.7,20.7,20.6,20.5,20.2,20.4,20.6,20.6,21,21.2,20.7,20.7,20.7,20.7,21,21,20.7,21.2,21.6,21.5,21.6,21,20.8,20.9,20.6,20.7,20.7,21.4,21.3,21,21,20.7,20,19.9,20.1,20,19.8,18.6,18.6,18.7,18.6,17.9,17.9,18.1,18.3,17.9, ,17.5,17.6,17.6,17.5,17.8,17.9,18,18,18,18.1,18.3,18,18,18,18.2,18.2,18.4,18.1,18.3, ,17.9,17.9,18,17.7,17.4,17.3,17.4,17.3,17.6,17.6,16.7,16.7,16.6,16.6,16.1,16.1,16.1,16.1,16.1,16.1,15.9,15.9,15.9,15.9,15.8,15.8,15.8,15.8,15.8,15.8,15.8,15.8,15.8,15.8,16.2,16.2,16.2,16.2,16.2, ,16.3,16.2,16.3,16.4,17.3,17.3,17.3,17.3,17.4,17.4,17.4,17.4,17.4,17.4,17.8,17.8,17.9,17.9,17.9,18,18,18.1,18.1,18.1,18.4,18.4,18.4,18.4,18.4,18.4,18.4,18.4,18.4,18.4,18.4,18.4,18.4,18.4,18.4,18.4"
File: File82.csv
ans = 1056
ans = 1053
ans = 1056
ans = 1056
illustrates the second file is malformed -- it doesn't have the same number of delimiters in the second row; hence it was not read because the default error-handling condition with readtable is to omit the row.
The issue can be resolved by correcting the input data file(s)...
参考
カテゴリ
Help Center および File Exchange で Tables についてさらに検索
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!エラーが発生しました
ページに変更が加えられたため、アクションを完了できません。ページを再度読み込み、更新された状態を確認してください。
Translated by 
Web サイトの選択
Web サイトを選択すると、翻訳されたコンテンツにアクセスし、地域のイベントやサービスを確認できます。現在の位置情報に基づき、次のサイトの選択を推奨します:
また、以下のリストから Web サイトを選択することもできます。
最適なサイトパフォーマンスの取得方法
中国のサイト (中国語または英語) を選択することで、最適なサイトパフォーマンスが得られます。その他の国の MathWorks のサイトは、お客様の地域からのアクセスが最適化されていません。
南北アメリカ
- América Latina (Español)
- Canada (English)
- United States (English)
ヨーロッパ
- Belgium (English)
- Denmark (English)
- Deutschland (Deutsch)
- España (Español)
- Finland (English)
- France (Français)
- Ireland (English)
- Italia (Italiano)
- Luxembourg (English)
- Netherlands (English)
- Norway (English)
- Österreich (Deutsch)
- Portugal (English)
- Sweden (English)
- Switzerland
- United Kingdom(English)
アジア太平洋地域
- Australia (English)
- India (English)
- New Zealand (English)
- 中国
- 日本Japanese (日本語)
- 한국Korean (한국어)