Reading large .csv data with 12 million rows

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Hi all, I have .CSV file with 14 columns and around 12 million rows. I would like to read the data and use it for further analysis. When I use "readtable" command it reads only first two columns with all the information but fails to read other column data. Is there anyway I can read the entire dataset once?
Thanks in advance.
  3 Comments
Mathieu NOE
Mathieu NOE on 16 Dec 2021
ok glad you havefound a workaround ! :)

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Answers (1)

Sivani Pentapati
Sivani Pentapati on 1 Dec 2021
Hi Ganesh,
You can try using readmatrix in place of readtable. Other workaround is to convert the 'csv' files into 'mat' files and save them with '-v7.3' option. Please refer to this answer for more information.
  1 Comment
Ganesh Naik
Ganesh Naik on 16 Dec 2021
Dear Sivani, I have solved the problem using SplitCSV method, reading each file and combining the data (I have explained my method above). It worked for me.

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