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Data structures for statistical computing in Python - SciPy Conferences

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Merg<strong>in</strong>g data sets<br />

Return<strong>in</strong>g to our first example, one might also wish to jo<strong>in</strong> on some other<br />

key:<br />

>>> df.jo<strong>in</strong>(cats, on=’item’)<br />

date <strong>in</strong>dustry item value<br />

0 2009-12-28 TECH GOOG 622.9<br />

1 2009-12-29 TECH GOOG 619.4<br />

2 2009-12-30 TECH GOOG 622.7<br />

3 2009-12-31 TECH GOOG 620<br />

4 2009-12-28 TECH AAPL 211.6<br />

5 2009-12-29 TECH AAPL 209.1<br />

6 2009-12-30 TECH AAPL 211.6<br />

7 2009-12-31 TECH AAPL 210.7<br />

McK<strong>in</strong>ney () Statistical <strong>Data</strong> Structures <strong>in</strong> <strong>Python</strong> <strong>SciPy</strong> 2010 25 / 31

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