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https://github.com/donnemartin/data-science-ipython-notebooks.git
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Converted python comments to markdown to improve readability.
This commit is contained in:
parent
60b1901186
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@ -1,7 +1,7 @@
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{
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"metadata": {
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"name": "",
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"signature": "sha256:13e6414e26c196bc6cbaf0093750187f11c2637e20975d01f8e38416d518abb0"
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"signature": "sha256:4c5eb8edee509b17587401073eef999428a00c5241d92995407623e288d445f1"
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},
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"nbformat": 3,
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"nbformat_minor": 0,
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@ -64,11 +64,17 @@
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],
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"prompt_number": 2
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"list() always creates a new list"
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"# list always creates a new list\n",
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"c = list(a)\n",
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"a == c"
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],
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@ -113,12 +119,17 @@
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"## Types"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Knowing the type of an object is important, as it's useful to write functions that can handle many types of input."
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"# Knowing the type of an object is important, as it's useful to write \n",
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"# functions that can handle many types of input.\n",
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"type('foo')"
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],
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"language": "python",
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@ -135,11 +146,17 @@
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],
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"prompt_number": 5
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"isinstance() can take a type or tuple"
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"# isinstance can take a type or tuple\n",
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"isinstance(7, (int, float))"
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],
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"language": "python",
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@ -163,11 +180,17 @@
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"## Attributes and Methods"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"List all attributes and methods"
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"# List all attributes and methods\n",
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"dir('foo')"
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],
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"language": "python",
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@ -254,11 +277,17 @@
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],
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"prompt_number": 7
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Access help"
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"# Access help\n",
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"help(str.upper)"
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],
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"language": "python",
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@ -280,12 +309,17 @@
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],
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"prompt_number": 8
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Access an attribute or method by name getattr, hasattr, and setattr can be used to write generic, reusable code"
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"# Access an attribute or method by name\n",
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"# getattr, hasattr, and setattr can be used to write generic, reusable code\n",
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"getattr('foo', 'split')"
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],
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"language": "python",
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@ -332,8 +366,8 @@
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"\n",
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" @classmethod\n",
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" def convert_to_list(cls, obj):\n",
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" \"\"\"Converts obj to a list if it is not a list and it is iterable, else\n",
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" returns the original obj.\n",
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" \"\"\"Converts obj to a list if it is not a list and it is iterable, \n",
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" else returns the original obj.\n",
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" \"\"\"\n",
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" if not isinstance(obj, list) and cls.is_iterable(obj):\n",
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" obj = list(obj)\n",
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@ -508,12 +542,17 @@
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"## range and xrange"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Generate a list of evenly spaced integers. Note: range is no longer avalable in Python 3 "
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"# Note: range is no longer avalable in Python 3\n",
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"# Generate a list of evenly spaced integers\n",
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"range(10)"
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],
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"language": "python",
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@ -530,11 +569,17 @@
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],
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"prompt_number": 16
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Range can take start, stop, and step arguments"
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"# Range can take start, stop, and step arguments\n",
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"range(0, 20, 3)"
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],
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"language": "python",
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@ -551,11 +596,17 @@
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],
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"prompt_number": 17
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"It is very common to iterate through sequences by index with range"
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"# It is very common to iterate through sequences by index with range\n",
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"seq = [1, 2, 3]\n",
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"for i in range(len(seq)):\n",
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" val = seq[i]\n",
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@ -576,13 +627,17 @@
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],
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"prompt_number": 18
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"xrange is recommended for longer ranges and is available in Python 3 as range. It returns an iterator that generates integers one by one rather than all at once and storing them in a large list."
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"# xrange is recommended for longer ranges and is available in Python 3 as \n",
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"# range. It returns an iterator that generates integers one by one rather\n",
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"# than all at once and storing them in a large list.\n",
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"sum = 0\n",
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"for i in xrange(100000):\n",
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" if i % 2 == 0:\n",
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@ -601,15 +656,6 @@
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}
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],
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"prompt_number": 19
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [],
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"language": "python",
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"metadata": {},
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"outputs": [],
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"prompt_number": 19
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}
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],
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"metadata": {}
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