Dealing with Duration format
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Leonardo
2026-1-22,14:48
I have a file containing the values of the position of the body's center of pressure, calculated during the trial. I would like to plot the time elapsed (which has the format '0:0:0:064') vs the position. When I open the file (.xlsx) with "readtable", it reads me all the values as "string" and not numbers. I tried to solve this with "str2double", and while this works for the position column, is useless for the time elapsed. When I change the extension (i.e. .csv orb .txt) it converts all the durations into NaNs, even though in the "Import Data" mask it is written at the top of the time elapsed column "duration". As a result, I cannot plot the time on the x-axis.
If I run this piece of code for example:
data = readtable("AdaptationTestProva.xlsx");
x = str2double(data.x_StaticVR_RawMediolateralAxis);
y = str2double(data.TimeElapsed);
plot(y,x)
I get an empty graph.
What can I do to get a standard graph with a usable elapsed time?
If this can be helpful, I'll leave attached an example of the file.
1 个评论
dpb
2026-1-22,15:54
"the time elapsed (which has the format '0:0:0:064') "
How is this supposed to be interpreted? It uses the colon as a field separator for what appears to be fractional seconds.
It is an invalid duration format that can't be parsed as written if it is intended to represent hh:mm:ss.SSS.
You would have to read as a string field and do an internal conversion to replace the last colon with a period in order to parse the field as a MATLAB duration.
The better solution would be to fix the broken code that created the bad formatting for any future use. Perhaps the simplest here would be to open the Excel file and do a character substitution there.
回答(3 个)
Steven Lord
2026-1-22,15:51
Use detectImportOptions to see how MATLAB would decide to import the data by default based on the contents of the file. Once you have the options object, you can change properties of the import options object to change how MATLAB imports the data.
opts = detectImportOptions("patients.xls")
opts =
SpreadsheetImportOptions with properties:
Sheet Properties:
Sheet: ''
Replacement Properties:
MissingRule: 'fill'
ImportErrorRule: 'fill'
MergedCellColumnRule: 'placeleft'
MergedCellRowRule: 'placetop'
Variable Import Properties: Set types by name using setvartype
VariableNames: {'LastName', 'Gender', 'Age' ... and 7 more}
VariableTypes: {'char', 'char', 'double' ... and 7 more}
SelectedVariableNames: {'LastName', 'Gender', 'Age' ... and 7 more}
VariableOptions: [1-by-10 matlab.io.VariableImportOptions]
Access VariableOptions sub-properties using setvaropts/getvaropts
VariableNamingRule: 'modify'
Range Properties:
DataRange: 'A2' (Start Cell)
VariableNamesRange: 'A1'
RowNamesRange: ''
VariableUnitsRange: ''
VariableDescriptionsRange: ''
To display a preview of the table, use preview
For example, let's say you wanted to read in this spreadsheet but have Gender specified as a categorical array rather than a char vector. Since it's the second variable in the data, use setvartype with the options object, the variable number 2, and the desired type as inputs.
opts = setvartype(opts, 2, 'categorical');
Now when we import the data, the Gender variable is a categorical array.
data = readtable("patients.xls", opts);
head(data) % Show just the first few rows
LastName Gender Age Location Height Weight Smoker Systolic Diastolic SelfAssessedHealthStatus
____________ ______ ___ _____________________________ ______ ______ ______ ________ _________ ________________________
{'Smith' } Male 38 {'County General Hospital' } 71 176 true 124 93 {'Excellent'}
{'Johnson' } Male 43 {'VA Hospital' } 69 163 false 109 77 {'Fair' }
{'Williams'} Female 38 {'St. Mary's Medical Center'} 64 131 false 125 83 {'Good' }
{'Jones' } Female 40 {'VA Hospital' } 67 133 false 117 75 {'Fair' }
{'Brown' } Female 49 {'County General Hospital' } 64 119 false 122 80 {'Good' }
{'Davis' } Female 46 {'St. Mary's Medical Center'} 68 142 false 121 70 {'Good' }
{'Miller' } Female 33 {'VA Hospital' } 64 142 true 130 88 {'Good' }
{'Wilson' } Male 40 {'VA Hospital' } 68 180 false 115 82 {'Good' }
class(data.Gender)
ans = 'categorical'
If I'd used the default options, MATLAB would have read Gender as text data (a cell array of char vectors) rather than categorical.
data2 = readtable("patients.xls");
head(data2)
LastName Gender Age Location Height Weight Smoker Systolic Diastolic SelfAssessedHealthStatus
____________ __________ ___ _____________________________ ______ ______ ______ ________ _________ ________________________
{'Smith' } {'Male' } 38 {'County General Hospital' } 71 176 true 124 93 {'Excellent'}
{'Johnson' } {'Male' } 43 {'VA Hospital' } 69 163 false 109 77 {'Fair' }
{'Williams'} {'Female'} 38 {'St. Mary's Medical Center'} 64 131 false 125 83 {'Good' }
{'Jones' } {'Female'} 40 {'VA Hospital' } 67 133 false 117 75 {'Fair' }
{'Brown' } {'Female'} 49 {'County General Hospital' } 64 119 false 122 80 {'Good' }
{'Davis' } {'Female'} 46 {'St. Mary's Medical Center'} 68 142 false 121 70 {'Good' }
{'Miller' } {'Female'} 33 {'VA Hospital' } 64 142 true 130 88 {'Good' }
{'Wilson' } {'Male' } 40 {'VA Hospital' } 68 180 false 115 82 {'Good' }
class(data2.Gender)
ans = 'cell'
The VariableOptions can give you additional control over how certain inputs are handled. For example, if you had a column in your data that had a fixed set of values and those values had a specified order ('small', 'medium', 'large') you could change the Categories and Ordinal properties of the object to make MATLAB respect that fixed set and the ordering rather than defining the categories in alphabetical order ('large', 'medium', 'small').
optionsForLastName = getvaropts(opts, 1)
optionsForLastName =
TextVariableImportOptions with properties:
Variable Properties:
Name: 'LastName'
Type: 'char'
FillValue: ''
TreatAsMissing: {}
QuoteRule: 'remove'
Prefixes: {}
Suffixes: {}
EmptyFieldRule: 'missing'
String Options:
WhitespaceRule: 'trim'
optionsForGender = getvaropts(opts, 2)
optionsForGender =
CategoricalVariableImportOptions with properties:
Variable Properties:
Name: 'Gender'
Type: 'categorical'
FillValue: <undefined>
TreatAsMissing: {}
QuoteRule: 'remove'
Prefixes: {}
Suffixes: {}
EmptyFieldRule: 'missing'
Categorical Options:
Categories: {}
Protected: 0
Ordinal: 0
1 个评论
dpb
2026-1-22,18:52
Unfortunately, Steven, there isn't enough flexibility in the input formatting allowed for a duration to handle the malformed case of the OP's data -- I tried to override but one gets
d=dir('*.csv');
opt=detectImportOptions(d.name);
getvaropts(opt,'TimeElapsed')
ans =
DurationVariableImportOptions with properties:
Variable Properties:
Name: 'TimeElapsed'
Type: 'duration'
FillValue: NaN sec
TreatAsMissing: {}
QuoteRule: 'remove'
Prefixes: {}
Suffixes: {}
EmptyFieldRule: 'missing'
Duration Options:
DurationFormat: 'default'
InputFormat: ''
DecimalSeparator: '.'
FieldSeparator: ':'
opt=setvaropts(opt,'TimeElapsed','InputFormat','hh:mm:ss.SSS','DecimalSeparator',':');
tData=readtable(d.name,opt);
Warning: Column headers from the file were modified to make them valid MATLAB identifiers before creating variable names for the table. The original column headers are saved in the VariableDescriptions property.
Set 'VariableNamingRule' to 'preserve' to use the original column headers as table variable names.
Set 'VariableNamingRule' to 'preserve' to use the original column headers as table variable names.
head(tData)
TimeElapsed x_StaticVR_RawMediolateralAxis x_StaticVR_RawAnterioposteriorAxis x_StaticVR_SmoothedMediolateralAxis x_StaticVR_SmoothedAnterioposteriorAxis x_MotionVR_Pitch x_MotionVR_Roll x_MotionVR_Heave Column9
___________ ______________________________ __________________________________ ___________________________________ _______________________________________ ________________ _______________ ________________ __________
NaN 0.0083129 -0.32387 0.069267 -0.38223 0 0 0 {0×0 char}
NaN 0.0084821 -0.32242 0.063135 -0.37889 0 0 0 {0×0 char}
NaN 0.0084821 -0.32242 0.060928 -0.37659 0 0 0 {0×0 char}
NaN 0.0092612 -0.3183 0.05845 -0.37413 0 0 0 {0×0 char}
NaN 0.0087869 -0.31415 0.055607 -0.37141 0 0 0 {0×0 char}
NaN 0.0075698 -0.31103 0.05236 -0.3685 0 0 0 {0×0 char}
NaN 0.0062145 -0.3084 0.050079 -0.36577 0 0 0 {0×0 char}
NaN 0.0068518 -0.30291 0.047467 -0.36278 0 0 0 {0×0 char}
getvaropts(opt,'TimeElapsed')
ans =
DurationVariableImportOptions with properties:
Variable Properties:
Name: 'TimeElapsed'
Type: 'duration'
FillValue: NaN sec
TreatAsMissing: {}
QuoteRule: 'remove'
Prefixes: {}
Suffixes: {}
EmptyFieldRule: 'missing'
Duration Options:
DurationFormat: 'default'
InputFormat: 'hh:mm:ss.SSS'
DecimalSeparator: ':'
FieldSeparator: ':'
It still can't parse the duration...if one tries to set the colon in the format string in case it's looking to make the substitution from the literal string, then
opt=setvaropts(opt,'TimeElapsed','InputFormat','hh:mm:ss:SSS','DecimalSeparator',':');
Error using matlab.io.ImportOptions/setvaropts (line 12)
Unsupported format 'hh:mm:ss:SSS'. See the documentation of 'InputFormat' for valid formats.
Unsupported format 'hh:mm:ss:SSS'. See the documentation of 'InputFormat' for valid formats.
An approach such as @Stephen23 took is the only way one will be able to import this particular (malformed, granted) file.
BTW, simply trying to read with cellmat wasn't successful either, at least without mucking around. I figured that would not have any issues in returning the first column as a cellstr but it also fails...even it wants to import it as a duration.
Stephen23
2026-1-22,16:21
编辑:Stephen23
2026-1-22,16:21
F = 'AdaptationTestProva.csv';
H = readtable(F, 'Delimiter',',', 'Range','1:2');
Warning: Column headers from the file were modified to make them valid MATLAB identifiers before creating variable names for the table. The original column headers are saved in the VariableDescriptions property.
Set 'VariableNamingRule' to 'preserve' to use the original column headers as table variable names.
Set 'VariableNamingRule' to 'preserve' to use the original column headers as table variable names.
T = readtable(F, 'Delimiter',{',',':'}, 'HeaderLines',1, 'MissingRule','omitrow');
T = renamevars(T, 5:11, H.Properties.VariableNames(2:8))
T = 6687×11 table
Var1 Var2 Var3 Var4 x_StaticVR_RawMediolateralAxis x_StaticVR_RawAnterioposteriorAxis x_StaticVR_SmoothedMediolateralAxis x_StaticVR_SmoothedAnterioposteriorAxis x_MotionVR_Pitch x_MotionVR_Roll x_MotionVR_Heave
____ ____ ____ ____ ______________________________ __________________________________ ___________________________________ _______________________________________ ________________ _______________ ________________
0 0 0 64 0.0083129 -0.32387 0.069267 -0.38223 0 0 0
0 0 0 69 0.0084821 -0.32242 0.063135 -0.37889 0 0 0
0 0 0 71 0.0084821 -0.32242 0.060928 -0.37659 0 0 0
0 0 0 86 0.0092612 -0.3183 0.05845 -0.37413 0 0 0
0 0 0 101 0.0087869 -0.31415 0.055607 -0.37141 0 0 0
0 0 0 116 0.0075698 -0.31103 0.05236 -0.3685 0 0 0
0 0 0 132 0.0062145 -0.3084 0.050079 -0.36577 0 0 0
0 0 0 148 0.0068518 -0.30291 0.047467 -0.36278 0 0 0
0 0 0 163 0.0057561 -0.3011 0.044898 -0.35979 0 0 0
0 0 0 178 0.0037245 -0.29451 0.042346 -0.3566 0 0 0
0 0 0 195 0.0028524 -0.2934 0.039851 -0.35346 0 0 0
0 0 0 211 0.00042633 -0.29119 0.037342 -0.3503 0 0 0
0 0 0 228 -0.0041243 -0.28644 0.035215 -0.34769 0 0 0
0 0 0 245 -0.0060033 -0.28237 0.032185 -0.34369 0 0 0
0 0 0 261 -0.0064748 -0.2806 0.029692 -0.34036 0 0 0
0 0 0 278 -0.0089898 -0.2778 0.027194 -0.33702 0 0 0
D = duration(T.Var1,T.Var2,T.Var3,T.Var4); % check the units
plot(D, T.x_StaticVR_RawMediolateralAxis)

dpb
about 2 hours 前
编辑:dpb
9 minutes 前
Just as an alternative to reformat the duration string -- uses a regexrep expression to do the character substitution (yes, I had to ask for the propert syntax). It also shows a way with higher level string operations since none of the strrep functions have an optional position or count input that uses the expedient of splitting the cellstr into its fields and then rebuilds the string with the expected form.
d=dir('*.csv');
type(d.name)
Time elapsed,[StaticVR] Raw mediolateral axis,[StaticVR] Raw anterioposterior axis,[StaticVR] Smoothed mediolateral axis,[StaticVR] Smoothed anterioposterior axis,[MotionVR] Pitch,[MotionVR] Roll,[MotionVR] Heave,Column9
0:0:0:064,0.008312871,-0.3238736,0.06926663,-0.3822327,0,0,0,
0:0:0:069,0.008482071,-0.3224238,0.06313481,-0.3788878,0,0,0,
0:0:0:071,0.008482071,-0.3224238,0.06092834,-0.3765862,0,0,0,
0:0:0:086,0.009261181,-0.3182979,0.05845015,-0.3741281,0,0,0,
0:0:0:101,0.008786921,-0.3141453,0.0556073,-0.3714077,0,0,0,
0:0:0:116,0.007569809,-0.3110337,0.05236021,-0.3685002,0,0,0,
0:0:0:132,0.006214545,-0.3083975,0.05007893,-0.3657719,0,0,0,
0:0:0:148,0.006851753,-0.302915,0.04746696,-0.3627816,0,0,0,
0:0:0:163,0.005756123,-0.3010997,0.04489792,-0.3597902,0,0,0,
0:0:0:178,0.003724476,-0.2945083,0.04234575,-0.3566037,0,0,0,
0:0:0:195,0.002852431,-0.2933992,0.03985069,-0.3534635,0,0,0,
0:0:0:211,0.0004263331,-0.2911939,0.03734249,-0.3502986,0,0,0,
0:0:0:228,-0.004124346,-0.2864442,0.03521457,-0.34769,0,0,0,
0:0:0:245,-0.006003254,-0.2823681,0.03218503,-0.343695,0,0,0,
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0:0:30:862,0.002199179,-0.2679491,0.00093...
Besides the malformed duration field, there's an extra delimiter at the end of each line...
opt=detectImportOptions(d.name,'ExpectedNumVariables',8) % without the count it still added the extra column???
opt =
DelimitedTextImportOptions with properties:
Format Properties:
Delimiter: {','}
Whitespace: '\b\t '
LineEnding: {'\n' '\r' '\r\n'}
CommentStyle: {}
ConsecutiveDelimitersRule: 'split'
LeadingDelimitersRule: 'keep'
TrailingDelimitersRule: 'ignore'
EmptyLineRule: 'skip'
Encoding: 'UTF-8'
Replacement Properties:
MissingRule: 'fill'
ImportErrorRule: 'fill'
ExtraColumnsRule: 'ignore'
Variable Import Properties: Set types by name using setvartype
VariableNames: {'TimeElapsed', 'x_StaticVR_RawMediolateralAxis', 'x_StaticVR_RawAnterioposteriorAxis' ... and 5 more}
VariableTypes: {'duration', 'double', 'double' ... and 5 more}
SelectedVariableNames: {'TimeElapsed', 'x_StaticVR_RawMediolateralAxis', 'x_StaticVR_RawAnterioposteriorAxis' ... and 5 more}
VariableOptions: [1-by-8 matlab.io.VariableImportOptions]
Access VariableOptions sub-properties using setvaropts/getvaropts
VariableNamingRule: 'modify'
Location Properties:
DataLines: [2 Inf]
VariableNamesLine: 1
RowNamesColumn: 0
VariableUnitsLine: 0
VariableDescriptionsLine: 0
To display a preview of the table, use preview
opt.VariableTypes % it is insistent that the first column should be a duration
ans = 1×8 cell array
{'duration'} {'double'} {'double'} {'double'} {'double'} {'double'} {'double'} {'double'}
opt.VariableTypes(1)={'char'}; % tell it otherwise
opt.ExtraColumnsRule='ignore'; % forget the trailing delimiter
opt.MissingRule='omitrow'; % get rid of the NaN double data
tData=readtable(d.name,opt);
Warning: Column headers from the file were modified to make them valid MATLAB identifiers before creating variable names for the table. The original column headers are saved in the VariableDescriptions property.
Set 'VariableNamingRule' to 'preserve' to use the original column headers as table variable names.
Set 'VariableNamingRule' to 'preserve' to use the original column headers as table variable names.
[head(tData,4);tail(tData,4)] % show what we got
ans = 8×8 table
TimeElapsed x_StaticVR_RawMediolateralAxis x_StaticVR_RawAnterioposteriorAxis x_StaticVR_SmoothedMediolateralAxis x_StaticVR_SmoothedAnterioposteriorAxis x_MotionVR_Pitch x_MotionVR_Roll x_MotionVR_Heave
_____________ ______________________________ __________________________________ ___________________________________ _______________________________________ ________________ _______________ ________________
{'0:0:0:064'} 0.0083129 -0.32387 0.069267 -0.38223 0 0 0
{'0:0:0:069'} 0.0084821 -0.32242 0.063135 -0.37889 0 0 0
{'0:0:0:071'} 0.0084821 -0.32242 0.060928 -0.37659 0 0 0
{'0:0:0:086'} 0.0092612 -0.3183 0.05845 -0.37413 0 0 0
{'Average' } -0.006059 -0.23259 -0.0057321 -0.23299 -4.7923e-05 0 0
{'Amplitude'} 1.9897 1.0242 1.1609 0.56761 1.3559 0 0
{'Length' } 23.726 26.205 8.6308 11.34 13.559 0 0
{'Frequency'} 1.52 0.035765 0.035765 0.035765 0.017883 0.017883 0.017883
Ohhhh! There's maybe one problem -- there's more data at the bottom of the file we didn't know about.
We'll just save that as something else if need those data, too...
tStats=tData(end-3:end,:);
tData=tData(1:end-4,:);
%hmsdata=compose('%d:%d:%d.%03d',str2double(split(tData.TimeElapsed,':'))); % reformat
hmsdata=regexprep(tData.TimeElapsed,':(?!.*:)','.'); % or with reg expression
tData.TimeElapsed=duration(hmsdata);
tData.TimeElapsed.Format='hh:mm:ss.SSS'; % set format to show fractional sec
[head(tData,4); tail(tData,4)]
ans = 8×8 table
TimeElapsed x_StaticVR_RawMediolateralAxis x_StaticVR_RawAnterioposteriorAxis x_StaticVR_SmoothedMediolateralAxis x_StaticVR_SmoothedAnterioposteriorAxis x_MotionVR_Pitch x_MotionVR_Roll x_MotionVR_Heave
____________ ______________________________ __________________________________ ___________________________________ _______________________________________ ________________ _______________ ________________
00:00:00.064 0.0083129 -0.32387 0.069267 -0.38223 0 0 0
00:00:00.069 0.0084821 -0.32242 0.063135 -0.37889 0 0 0
00:00:00.071 0.0084821 -0.32242 0.060928 -0.37659 0 0 0
00:00:00.086 0.0092612 -0.3183 0.05845 -0.37413 0 0 0
00:01:52.192 -0.034374 -0.25181 -0.038742 -0.24333 0 0 0
00:01:52.209 -0.034985 -0.2534 -0.038574 -0.24377 0 0 0
00:01:52.226 -0.035233 -0.25455 -0.038407 -0.24425 0 0 0
00:01:52.242 -0.035931 -0.25468 -0.038281 -0.24472 0 0 0
另请参阅
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