Reorganization of experimental data

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Daniele Sonaglioni
Daniele Sonaglioni el 30 de Jul. de 2021
Comentada: Star Strider el 2 de Ag. de 2021
Hello everybody,
I have a problem with the reorganization process of my experimental data.
Attached there is an example of a typical data set
0 0 -93.964 -0.00976171
1 0.001 -93.964 -0.00976627
2 0.002 -93.965 -0.00991459
3 0.003 -93.965 -0.00997991
4 0.004 -93.963 -0.0100311
5 0.005 -93.962 -0.0101206
6 0.006 -93.964 -0.0101955
7 0.007 -93.961 -0.0098519
8 0.008 -93.958 -0.00946246
9 0.009 -93.945 -0.00970383
10 0.01 -93.921 -0.0105877
11 0.011 -93.884 -0.0125595
12 0.012 -93.829 -0.015714
13 0.013 -93.755 -0.0194494
Results:
Sample:
2021_07_29_cool_variab_heat_fix_59603. 100.0000e-06 mg
Curve Name:
]61[&2021_07_29_cool_variab_heat_fix_59603
Curve Values:
Index t Ts Value
[s] [°C] [mW]
0 0 -93.205 -0.000370132
1 0.01 -93.365 -0.00237034
2 0.02 -93.578 -0.00514436
3 0.03 -93.713 -0.00678095
4 0.04 -93.800 -0.00771421
5 0.05 -93.857 -0.00846012
6 0.06 -93.893 -0.00883113
7 0.07 -93.917 -0.00909422
8 0.08 -93.932 -0.00928991
9 0.09 -93.944 -0.00943325
10 0.1 -93.949 -0.00949218
11 0.11 -93.954 -0.00950072
12 0.12 -93.957 -0.00963767
13 0.13 -93.958 -0.0096308
14 0.14 -93.960 -0.00962155
15 0.15 -93.961 -0.00964608
Results:
Sample:
2021_07_29_cool_variab_heat_fix_59603. 100.0000e-06 mg
________________________________________________________________________________
Not signed STARe SW 16.10
I want to remove all the written texts and empty lines and I want to reorganize the blocks of data in a way to invert their order.
Do you have any suggestion?
  1 comentario
Star Strider
Star Strider el 30 de Jul. de 2021
Attach a ‘typical data set’ as a .txt or .mat file.

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Respuesta aceptada

Star Strider
Star Strider el 30 de Jul. de 2021
Editada: Star Strider el 1 de Ag. de 2021
The data file you attached does not appear to bear a strong resemblance to the data file you quoted.
I chose to use textscan here because I have experience using it with files with interrupted formats, however this file appears to have no interruptions:
fidi = fopen('typical_data_set.txt','rt');
C = textscan(fidi, '%f%f%f%f %*f%*f%*f%*f%*f%*f', 'HeaderLines',1, 'CollectOutput',1);
fclose(fidi);
M = cell2mat(C);
Here ‘M’ is a (44006x4) double array.
A file with interruptions would simply require a while loop to loop through it, saving the individual sections. For an example, see: How to skip lines of Data in the middle of a text file . I believe that file was similar to the one you quoted.
EDIT — (1 Aug 2021 at 00:15)
Removed the generic code example. Nothing else changed.
.
  14 comentarios
Daniele Sonaglioni
Daniele Sonaglioni el 2 de Ag. de 2021
I have just earned my master degree in condensed matter physics and I am now focusing in soft matter physics, especially in the physics of proteins. In particular, I am specialized in differential scanning calorimetry.
Your field is very interesting: I also want to make some research in the medical field although you are more interested on "large scale" phenomena while I prefer smaller scales.
I think that coding is very useful in every field of study, not only physics and I am trying to lear as much as possible to make deeper data analysis to better understand what I am studying.
Star Strider
Star Strider el 2 de Ag. de 2021
Interesting!
I wish you the best in your research!

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Daniele Sonaglioni
Daniele Sonaglioni el 30 de Jul. de 2021
Here you are: this is a typical data set of mine.

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