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read collection or sequence of spreadsheet files -凯发k8网页登录

when you have data stored across multiple spreadsheet files, use spreadsheetdatastore to manage and import the data. after creating the datastore, you can read all the data from the collection simultaneously, or you can read one file at a time.

data

if the folder c:\data contains a collection of spreadsheet files, then capture the location of the data in location. the data used in this example contains 10 spreadsheet files, where each file contains 10 rows of data. your results will differ based on your files and data.

location = 'c:\data';
dir(location)
.           ..          file01.xls  file02.xls  file03.xls  file04.xls  file05.xls  file06.xls  file07.xls  file08.xls  file09.xls  file10.xls

create datastore

create a datastore using the location of the files.

ds = spreadsheetdatastore(location)
ds = 
  spreadsheetdatastore with properties:
                      files: {
                             'c:\data\file01.xls';
                             'c:\data\file02.xls';
                             'c:\data\file03.xls'
                              ... and 7 more
                             }
   alternatefilesystemroots: {}
                     sheets: ''
                      range: ''
  sheet format properties:
             numheaderlines: 0
          readvariablenames: true
              variablenames: {'lastname', 'gender', 'age' ... and 7 more}
              variabletypes: {'char', 'char', 'double' ... and 7 more}
  properties that control the table returned by preview, read, readall:
      selectedvariablenames: {'lastname', 'gender', 'age' ... and 7 more}
      selectedvariabletypes: {'char', 'char', 'double' ... and 7 more}
                   readsize: 'file'

read data from datastore

use the read or readall functions to import the data from the datastore. if the data from the collection fits in the memory, then you can import it all at once using the readall function.

alldata = readall(ds);
size(alldata)
ans = 1×2
   100    10

alternatively, you can import the data one file at a time using the read function. to control the amount of data imported, before you call read, adjust the readsize property of the datastore. you can set the readsize to 'file', 'sheet', or a positive integer.

  • if readsize is 'file', then each call to read returns data one file at a time.

  • if readsize is 'sheet', then each call to read returns data one sheet at a time.

  • if readsize is a positive integer, then each call to read returns the number of rows specified by readsize, or fewer if it reaches the end of the data.

ds.readsize = 'file';
firstfile = read(ds) % reads first file
firstfile=10×10 table
     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'            
    'moore'       'male'      28     'st. mary's medical center'      68       183      'false'      115          78              'excellent'       
    'taylor'      'female'    31     'county general hospital'        66       132      'false'      118          86              'excellent'       

secondfile = read(ds) % reads second file
secondfile=10×10 table
     lastname      gender     age             location              height    weight    smoker     systolic    diastolic    selfassessedhealthstatus
    __________    ________    ___    ___________________________    ______    ______    _______    ________    _________    ________________________
    'anderson'    'female'    45     'county general hospital'        68       128      'false'      114          77              'excellent'       
    'thomas'      'female'    42     'st. mary's medical center'      66       137      'false'      115          68              'poor'            
    'jackson'     'male'      25     'va hospital'                    71       174      'false'      127          74              'poor'            
    'white'       'male'      39     'va hospital'                    72       202      'true'       130          95              'excellent'       
    'harris'      'female'    36     'st. mary's medical center'      65       129      'false'      114          79              'good'            
    'martin'      'male'      48     'va hospital'                    71       181      'true'       130          92              'good'            
    'thompson'    'male'      32     'st. mary's medical center'      69       191      'true'       124          95              'excellent'       
    'garcia'      'female'    27     'va hospital'                    69       131      'true'       123          79              'fair'            
    'martinez'    'male'      37     'county general hospital'        70       179      'false'      119          77              'good'            
    'robinson'    'male'      50     'county general hospital'        68       172      'false'      125          76              'good'

see also

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