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<ncx xmlns="http://www.daisy.org/z3986/2005/ncx/" version="2005-1"><head><meta name="dtb:uid" content="978-1-491-90142-7"/></head><docTitle><text>Data Science from Scratch</text></docTitle><navMap><navPoint id="html-idm576736" playOrder="1"><navLabel><text>Data Science from Scratch</text></navLabel><content src="index.html"/></navPoint><navPoint id="chapter-idp821152" playOrder="2"><navLabel><text>1. A Crash Course in Python</text></navLabel><content src="ch01.html#python"/><navPoint id="sect1-idm2314784" playOrder="3"><navLabel><text>The Basics</text></navLabel><content src="ch01.html#idm2314784"/><navPoint id="sect2-idm685280" playOrder="4"><navLabel><text>Getting Python</text></navLabel><content src="ch01.html#idm685280"/></navPoint><navPoint id="sect2-idp2589376" playOrder="5"><navLabel><text>The Zen of Python</text></navLabel><content src="ch01.html#idp2589376"/></navPoint><navPoint id="sect2-idp1090528" playOrder="6"><navLabel><text>Whitespace Formatting</text></navLabel><content src="ch01.html#idp1090528"/></navPoint><navPoint id="sect2-idp1091264" playOrder="7"><navLabel><text>Modules</text></navLabel><content src="ch01.html#idp1091264"/></navPoint><navPoint id="sect2-idp3609328" playOrder="8"><navLabel><text>Arithmetic</text></navLabel><content src="ch01.html#idp3609328"/></navPoint><navPoint id="sect2-idp3939056" playOrder="9"><navLabel><text>Functions</text></navLabel><content src="ch01.html#idp3939056"/></navPoint><navPoint id="sect2-idp4245792" playOrder="10"><navLabel><text>Strings</text></navLabel><content src="ch01.html#idp4245792"/></navPoint><navPoint id="sect2-idp4439152" playOrder="11"><navLabel><text>Exceptions</text></navLabel><content src="ch01.html#idp4439152"/></navPoint><navPoint id="sect2-idp4383296" playOrder="12"><navLabel><text>Lists</text></navLabel><content src="ch01.html#idp4383296"/></navPoint><navPoint id="sect2-idp4408880" playOrder="13"><navLabel><text>Tuples</text></navLabel><content src="ch01.html#idp4408880"/></navPoint><navPoint id="sect2-idp5137200" playOrder="14"><navLabel><text>Dictionaries</text></navLabel><content src="ch01.html#idp5137200"/><navPoint id="sect3-idp5509648" playOrder="15"><navLabel><text>defaultdict</text></navLabel><content src="ch01.html#idp5509648"/></navPoint><navPoint id="sect3-idp5510240" playOrder="16"><navLabel><text>Counter</text></navLabel><content src="ch01.html#idp5510240"/></navPoint></navPoint><navPoint id="sect2-idp5920080" playOrder="17"><navLabel><text>Sets</text></navLabel><content src="ch01.html#idp5920080"/></navPoint><navPoint id="sect2-idp6163168" playOrder="18"><navLabel><text>Control Flow</text></navLabel><content src="ch01.html#idp6163168"/></navPoint><navPoint id="sect2-idp6163824" playOrder="19"><navLabel><text>Truthiness</text></navLabel><content src="ch01.html#idp6163824"/></navPoint></navPoint><navPoint id="sect1-idp968480" playOrder="20"><navLabel><text>The Not-So-Basics</text></navLabel><content src="ch01.html#idp968480"/><navPoint id="sect2-idp6603936" playOrder="21"><navLabel><text>Sorting</text></navLabel><content src="ch01.html#idp6603936"/></navPoint><navPoint id="sect2-idp6689184" playOrder="22"><navLabel><text>List Comprehensions</text></navLabel><content src="ch01.html#idp6689184"/></navPoint><navPoint id="sect2-idp6878848" playOrder="23"><navLabel><text>Generators and Iterators</text></navLabel><content src="ch01.html#generators"/></navPoint><navPoint id="sect2-idp6894288" playOrder="24"><navLabel><text>Randomness</text></navLabel><content src="ch01.html#idp6894288"/></navPoint><navPoint id="sect2-idp7456864" playOrder="25"><navLabel><text>Regular Expressions</text></navLabel><content src="ch01.html#idp7456864"/></navPoint><navPoint id="sect2-idp7523984" playOrder="26"><navLabel><text>Object-Oriented Programming</text></navLabel><content src="ch01.html#idp7523984"/></navPoint><navPoint id="sect2-idp7605504" playOrder="27"><navLabel><text>Functional Tools</text></navLabel><content src="ch01.html#idp7605504"/></navPoint><navPoint id="sect2-idp8411200" playOrder="28"><navLabel><text>enumerate</text></navLabel><content src="ch01.html#idp8411200"/></navPoint><navPoint id="sect2-idp8479504" playOrder="29"><navLabel><text>zip and Argument Unpacking</text></navLabel><content src="ch01.html#idp8479504"/></navPoint><navPoint id="sect2-idp8609680" playOrder="30"><navLabel><text>args and kwargs</text></navLabel><content src="ch01.html#idp8609680"/></navPoint><navPoint id="sect2-idp8573552" playOrder="31"><navLabel><text>Welcome to DataSciencester!</text></navLabel><content src="ch01.html#idp8573552"/></navPoint></navPoint><navPoint id="sect1-idp6602352" playOrder="32"><navLabel><text>For Further Exploration</text></navLabel><content src="ch01.html#idp6602352"/></navPoint></navPoint><navPoint id="chapter-idp8980880" playOrder="33"><navLabel><text>2. Visualizing Data</text></navLabel><content src="ch02.html#visualizing_data"/><navPoint id="sect1-idp8991872" playOrder="34"><navLabel><text>matplotlib</text></navLabel><content src="ch02.html#idp8991872"/></navPoint><navPoint id="sect1-idp9222080" playOrder="35"><navLabel><text>Bar Charts</text></navLabel><content src="ch02.html#idp9222080"/></navPoint><navPoint id="sect1-idp9222704" playOrder="36"><navLabel><text>Line Charts</text></navLabel><content src="ch02.html#idp9222704"/></navPoint><navPoint id="sect1-idp9684624" playOrder="37"><navLabel><text>Scatterplots</text></navLabel><content src="ch02.html#idp9684624"/></navPoint><navPoint id="sect1-idp9860576" playOrder="38"><navLabel><text>For Further Exploration</text></navLabel><content src="ch02.html#idp9860576"/></navPoint></navPoint></navMap></ncx>
