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Data Science Desktop Survival Guide
by Graham Williams |
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Locating Datasets in Memory |
20200603 We can see that ds and weather reference the same dataset in memory using lobstr::ref() which shows actual memory addresses of the data.
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ref(weather)
ref(ds)
This gets rather technical, but the strings of digits beginning with 0x are the actual memory addresses—that is, they are pointers to a direct location in our computer's memory. The 0x at the beginning of each identifies that a hexadecimal scheme is used, thus we see digits 0 to 9 and then the letters a, b, c, d, e, and f being used (16 digits). The addresses recorded for weather and ds, including the addresses where we find the actual variables (columns) within each dataset, are identical.
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