Added snippets for basic Arithmetic and Data Alignment for Series.

This commit is contained in:
Donne Martin 2015-01-31 07:36:02 -05:00
parent c821f2d6f3
commit c2bf4dfda5

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@ -1,7 +1,7 @@
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@ -18,7 +18,8 @@
"* DataFrame\n",
"* Reindexing\n",
"* Dropping Entries\n",
"* Indexing, Selecting, Filtering"
"* Indexing, Selecting, Filtering\n",
"* Arithmetic and Data Alignment"
]
},
{
@ -26,7 +27,8 @@
"collapsed": false,
"input": [
"from pandas import Series, DataFrame\n",
"import pandas as pd"
"import pandas as pd\n",
"import numpy as np"
],
"language": "python",
"metadata": {},
@ -3319,14 +3321,100 @@
],
"prompt_number": 63
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Arithmetic and Data Alignment"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [],
"input": [
"ser_6 = Series(np.random.randn(5),\n",
" index=['a', 'b', 'c', 'd', 'e'])\n",
"ser_6\n"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 63
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 64,
"text": [
"a -0.224292\n",
"b -1.166149\n",
"c -2.078194\n",
"d 2.060130\n",
"e 0.292102\n",
"dtype: float64"
]
}
],
"prompt_number": 64
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"ser_7 = Series(np.random.randn(5),\n",
" index=['a', 'c', 'e', 'f', 'g'])\n",
"ser_7"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 65,
"text": [
"a -0.329560\n",
"c 1.009019\n",
"e -2.489898\n",
"f -0.731142\n",
"g -0.025979\n",
"dtype: float64"
]
}
],
"prompt_number": 65
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Adding objects results in the union of index pairs if the pairs are not the same, resulting in NAs for indices that do not overlap:"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"ser_6 + ser_7"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 66,
"text": [
"a -0.553851\n",
"b NaN\n",
"c -1.069176\n",
"d NaN\n",
"e -2.197796\n",
"f NaN\n",
"g NaN\n",
"dtype: float64"
]
}
],
"prompt_number": 66
}
],
"metadata": {}