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How do I make an Arduino data logger?

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How do I make an Arduino data logger?

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The Adafruit Data Logging Shield for Arduino lets you save data to files on any FAT16- or FAT32-formatted SD card easily from an Arduino, which can then be read by most plotting, spreadsheet, or analysis programs.

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