Problem joining large csv files on R. System Crash

General
#1

Dear community,
This is my first post, I'm a beginner, trying to learn and create my first project, so thanks for your help and guidance.

I'm trying to analize a project that include a year operation report. I was given .csv files by each month, so I create a list, used lapply to read all the files and bind_rows to join everything.

At this point the new merged files has around 5.5 millions rows, so when I try to view this file, the system just crash, same when trying to create new columns. Im working in Rstudio desktop.

#2

My best guess, you are simply running out of RAM in your machine. It is hard to give you any specific advice without a reprex or sample of the code you are using but you can try using memory efficient packages like data.table or "on-disk" approaches like the arrow package or RDBMSes like Postgresql and the severless SQLite and duckdb

#3

Hi Andresrcs,
Thanks for taking the time to answer. Surely is about the RAM, any code I write take a lot of time to Run. So I'll investigate about other options you mention.