{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import pandas as pd\n",
"import seaborn as sns\n",
"pd.set_option('display.width', 500)\n",
"pd.set_option('display.max_columns', 100)"
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"2"
]
},
"execution_count": 45,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"1+1"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#here is a heading\n",
"\n",
"##a smaller one\n",
"\n",
"###an even smaller one\n",
"\n",
"####even less important\n",
"\n",
"and here is some text\n",
"\n",
"hello world\n",
"\n",
"http://www.google.com\n",
"\n",
"[hello world](http://www.google.com)\n",
"\n",
"here is an equation $E = m c^2$\n",
"\n",
"$$ \\alpha = \\beta $$\n",
"\n",
"hello **bold**, nor *emph*"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"
\n",
" \n",
" \n",
" | \n",
" Unnamed: 0 | \n",
" year | \n",
" latitude | \n",
" longitude | \n",
" sea.surface.temp | \n",
" air.temp | \n",
" humidity | \n",
" uwind | \n",
" vwind | \n",
"
\n",
" \n",
" \n",
" \n",
" 0 | \n",
" 1 | \n",
" 1997 | \n",
" 0 | \n",
" -110 | \n",
" 27.590000 | \n",
" 27.15 | \n",
" 79.599998 | \n",
" -6.4 | \n",
" 5.4 | \n",
"
\n",
" \n",
" 1 | \n",
" 2 | \n",
" 1997 | \n",
" 0 | \n",
" -110 | \n",
" 27.549999 | \n",
" 27.02 | \n",
" 75.800003 | \n",
" -5.3 | \n",
" 5.3 | \n",
"
\n",
" \n",
" 2 | \n",
" 3 | \n",
" 1997 | \n",
" 0 | \n",
" -110 | \n",
" 27.570000 | \n",
" 27.00 | \n",
" 76.500000 | \n",
" -5.1 | \n",
" 4.5 | \n",
"
\n",
" \n",
" 3 | \n",
" 4 | \n",
" 1997 | \n",
" 0 | \n",
" -110 | \n",
" 27.620001 | \n",
" 26.93 | \n",
" 76.199997 | \n",
" -4.9 | \n",
" 2.5 | \n",
"
\n",
" \n",
" 4 | \n",
" 5 | \n",
" 1997 | \n",
" 0 | \n",
" -110 | \n",
" 27.650000 | \n",
" 26.84 | \n",
" 76.400002 | \n",
" -3.5 | \n",
" 4.1 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Unnamed: 0 year latitude longitude sea.surface.temp air.temp humidity uwind vwind\n",
"0 1 1997 0 -110 27.590000 27.15 79.599998 -6.4 5.4\n",
"1 2 1997 0 -110 27.549999 27.02 75.800003 -5.3 5.3\n",
"2 3 1997 0 -110 27.570000 27.00 76.500000 -5.1 4.5\n",
"3 4 1997 0 -110 27.620001 26.93 76.199997 -4.9 2.5\n",
"4 5 1997 0 -110 27.650000 26.84 76.400002 -3.5 4.1"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#also https://dl.dropboxusercontent.com/u/75194/tao-full.csv\n",
"dfsmall=pd.read_csv(\"https://dl.dropboxusercontent.com/u/75194/tao.csv\")\n",
"dfsmall.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Primary question: Can we detect an El Nino event, based on sea surface temperature? What about other observed variables?"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"
\n",
" \n",
" \n",
" | \n",
" year | \n",
" latitude | \n",
" longitude | \n",
" sea.surface.temp | \n",
" air.temp | \n",
" humidity | \n",
" uwind | \n",
" vwind | \n",
"
\n",
" \n",
" \n",
" \n",
" 0 | \n",
" 1997 | \n",
" 0 | \n",
" -110 | \n",
" 27.590000 | \n",
" 27.15 | \n",
" 79.599998 | \n",
" -6.4 | \n",
" 5.4 | \n",
"
\n",
" \n",
" 1 | \n",
" 1997 | \n",
" 0 | \n",
" -110 | \n",
" 27.549999 | \n",
" 27.02 | \n",
" 75.800003 | \n",
" -5.3 | \n",
" 5.3 | \n",
"
\n",
" \n",
" 2 | \n",
" 1997 | \n",
" 0 | \n",
" -110 | \n",
" 27.570000 | \n",
" 27.00 | \n",
" 76.500000 | \n",
" -5.1 | \n",
" 4.5 | \n",
"
\n",
" \n",
" 3 | \n",
" 1997 | \n",
" 0 | \n",
" -110 | \n",
" 27.620001 | \n",
" 26.93 | \n",
" 76.199997 | \n",
" -4.9 | \n",
" 2.5 | \n",
"
\n",
" \n",
" 4 | \n",
" 1997 | \n",
" 0 | \n",
" -110 | \n",
" 27.650000 | \n",
" 26.84 | \n",
" 76.400002 | \n",
" -3.5 | \n",
" 4.1 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" year latitude longitude sea.surface.temp air.temp humidity uwind vwind\n",
"0 1997 0 -110 27.590000 27.15 79.599998 -6.4 5.4\n",
"1 1997 0 -110 27.549999 27.02 75.800003 -5.3 5.3\n",
"2 1997 0 -110 27.570000 27.00 76.500000 -5.1 4.5\n",
"3 1997 0 -110 27.620001 26.93 76.199997 -4.9 2.5\n",
"4 1997 0 -110 27.650000 26.84 76.400002 -3.5 4.1"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"del dfsmall[\"Unnamed: 0\"]\n",
"dfsmall.head()"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"Unnamed: 0 int64\n",
"year int64\n",
"latitude int64\n",
"longitude int64\n",
"sea.surface.temp float64\n",
"air.temp float64\n",
"humidity float64\n",
"uwind float64\n",
"vwind float64\n",
"dtype: object"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dfsmall.dtypes"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"(736, 8)"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dfsmall.shape"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"
\n",
" \n",
" \n",
" | \n",
" latitude | \n",
" longitude | \n",
" sea.surface.temp | \n",
" air.temp | \n",
" humidity | \n",
" uwind | \n",
" vwind | \n",
"
\n",
" \n",
" year | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
"
\n",
" \n",
" \n",
" \n",
" 1993 | \n",
" -1.00 | \n",
" -102.5 | \n",
" 23.542110 | \n",
" 23.365962 | \n",
" 86.847636 | \n",
" -3.828804 | \n",
" 2.496196 | \n",
"
\n",
" \n",
" 1997 | \n",
" -1.75 | \n",
" -102.5 | \n",
" 28.168859 | \n",
" 27.109794 | \n",
" 82.632065 | \n",
" -3.602989 | \n",
" 2.775272 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" latitude longitude sea.surface.temp air.temp humidity uwind vwind\n",
"year \n",
"1993 -1.00 -102.5 23.542110 23.365962 86.847636 -3.828804 2.496196\n",
"1997 -1.75 -102.5 28.168859 27.109794 82.632065 -3.602989 2.775272"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dfsmall.groupby('year').mean()#look up groupby"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"
\n",
" \n",
" \n",
" | \n",
" | \n",
" air.temp | \n",
" humidity | \n",
" latitude | \n",
" longitude | \n",
" sea.surface.temp | \n",
" uwind | \n",
" vwind | \n",
"
\n",
" \n",
" year | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
"
\n",
" \n",
" \n",
" \n",
" 1993 | \n",
" count | \n",
" 364.000000 | \n",
" 275.000000 | \n",
" 368.000000 | \n",
" 368.000000 | \n",
" 365.000000 | \n",
" 368.000000 | \n",
" 368.000000 | \n",
"
\n",
" \n",
" mean | \n",
" 23.365962 | \n",
" 86.847636 | \n",
" -1.000000 | \n",
" -102.500000 | \n",
" 23.542110 | \n",
" -3.828804 | \n",
" 2.496196 | \n",
"
\n",
" \n",
" std | \n",
" 0.810965 | \n",
" 2.936683 | \n",
" 1.001361 | \n",
" 7.510211 | \n",
" 0.877629 | \n",
" 1.819194 | \n",
" 1.595203 | \n",
"
\n",
" \n",
" min | \n",
" 21.420000 | \n",
" 79.800003 | \n",
" -2.000000 | \n",
" -110.000000 | \n",
" 21.600000 | \n",
" -7.800000 | \n",
" -4.300000 | \n",
"
\n",
" \n",
" 25% | \n",
" 22.730000 | \n",
" 85.149998 | \n",
" -2.000000 | \n",
" -110.000000 | \n",
" 22.840000 | \n",
" -5.100000 | \n",
" 1.600000 | \n",
"
\n",
" \n",
" 50% | \n",
" 23.379999 | \n",
" 87.400002 | \n",
" -1.000000 | \n",
" -102.500000 | \n",
" 23.500000 | \n",
" -3.900000 | \n",
" 2.600000 | \n",
"
\n",
" \n",
" 75% | \n",
" 23.900000 | \n",
" 89.000000 | \n",
" 0.000000 | \n",
" -95.000000 | \n",
" 24.070000 | \n",
" -2.700000 | \n",
" 3.500000 | \n",
"
\n",
" \n",
" max | \n",
" 25.030001 | \n",
" 92.199997 | \n",
" 0.000000 | \n",
" -95.000000 | \n",
" 26.379999 | \n",
" 3.300000 | \n",
" 6.300000 | \n",
"
\n",
" \n",
" 1997 | \n",
" count | \n",
" 291.000000 | \n",
" 368.000000 | \n",
" 368.000000 | \n",
" 368.000000 | \n",
" 368.000000 | \n",
" 368.000000 | \n",
" 368.000000 | \n",
"
\n",
" \n",
" mean | \n",
" 27.109794 | \n",
" 82.632065 | \n",
" -1.750000 | \n",
" -102.500000 | \n",
" 28.168859 | \n",
" -3.602989 | \n",
" 2.775272 | \n",
"
\n",
" \n",
" std | \n",
" 0.617771 | \n",
" 4.773291 | \n",
" 2.049124 | \n",
" 7.510211 | \n",
" 0.710235 | \n",
" 2.085480 | \n",
" 2.516228 | \n",
"
\n",
" \n",
" min | \n",
" 25.200001 | \n",
" 71.599998 | \n",
" -5.000000 | \n",
" -110.000000 | \n",
" 26.480000 | \n",
" -8.100000 | \n",
" -6.200000 | \n",
"
\n",
" \n",
" 25% | \n",
" 26.790001 | \n",
" 79.074999 | \n",
" -2.750000 | \n",
" -110.000000 | \n",
" 27.627500 | \n",
" -5.100000 | \n",
" 1.375000 | \n",
"
\n",
" \n",
" 50% | \n",
" 27.150000 | \n",
" 82.500000 | \n",
" -1.000000 | \n",
" -102.500000 | \n",
" 28.209999 | \n",
" -3.800000 | \n",
" 3.500000 | \n",
"
\n",
" \n",
" 75% | \n",
" 27.575000 | \n",
" 86.500000 | \n",
" 0.000000 | \n",
" -95.000000 | \n",
" 28.662500 | \n",
" -2.300000 | \n",
" 4.600000 | \n",
"
\n",
" \n",
" max | \n",
" 28.500000 | \n",
" 94.800003 | \n",
" 0.000000 | \n",
" -95.000000 | \n",
" 30.170000 | \n",
" 4.300000 | \n",
" 7.300000 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" air.temp humidity latitude longitude sea.surface.temp uwind vwind\n",
"year \n",
"1993 count 364.000000 275.000000 368.000000 368.000000 365.000000 368.000000 368.000000\n",
" mean 23.365962 86.847636 -1.000000 -102.500000 23.542110 -3.828804 2.496196\n",
" std 0.810965 2.936683 1.001361 7.510211 0.877629 1.819194 1.595203\n",
" min 21.420000 79.800003 -2.000000 -110.000000 21.600000 -7.800000 -4.300000\n",
" 25% 22.730000 85.149998 -2.000000 -110.000000 22.840000 -5.100000 1.600000\n",
" 50% 23.379999 87.400002 -1.000000 -102.500000 23.500000 -3.900000 2.600000\n",
" 75% 23.900000 89.000000 0.000000 -95.000000 24.070000 -2.700000 3.500000\n",
" max 25.030001 92.199997 0.000000 -95.000000 26.379999 3.300000 6.300000\n",
"1997 count 291.000000 368.000000 368.000000 368.000000 368.000000 368.000000 368.000000\n",
" mean 27.109794 82.632065 -1.750000 -102.500000 28.168859 -3.602989 2.775272\n",
" std 0.617771 4.773291 2.049124 7.510211 0.710235 2.085480 2.516228\n",
" min 25.200001 71.599998 -5.000000 -110.000000 26.480000 -8.100000 -6.200000\n",
" 25% 26.790001 79.074999 -2.750000 -110.000000 27.627500 -5.100000 1.375000\n",
" 50% 27.150000 82.500000 -1.000000 -102.500000 28.209999 -3.800000 3.500000\n",
" 75% 27.575000 86.500000 0.000000 -95.000000 28.662500 -2.300000 4.600000\n",
" max 28.500000 94.800003 0.000000 -95.000000 30.170000 4.300000 7.300000"
]
},
"execution_count": 39,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dfsmall.groupby('year').describe()"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"Index([u'year', u'latitude', u'longitude', u'sea.surface.temp', u'air.temp', u'humidity', u'uwind', u'vwind'], dtype='object')"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dfsmall.columns"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"year 0.0\n",
"latitude 0.0\n",
"longitude 0.0\n",
"sea.surface.temp 0.00407608695652\n",
"air.temp 0.110054347826\n",
"humidity 0.126358695652\n",
"uwind 0.0\n",
"vwind 0.0\n"
]
}
],
"source": [
"for feat in dfsmall.columns:\n",
" print feat, dfsmall[feat].isnull().mean()"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1993 year 0.0\n",
"1993 latitude 0.0\n",
"1993 longitude 0.0\n",
"1993 sea.surface.temp 0.00815217391304\n",
"1993 air.temp 0.0108695652174\n",
"1993 humidity 0.252717391304\n",
"1993 uwind 0.0\n",
"1993 vwind 0.0\n",
"1997 year 0.0\n",
"1997 latitude 0.0\n",
"1997 longitude 0.0\n",
"1997 sea.surface.temp 0.0\n",
"1997 air.temp 0.209239130435\n",
"1997 humidity 0.0\n",
"1997 uwind 0.0\n",
"1997 vwind 0.0\n"
]
}
],
"source": [
"for k,v in dfsmall.groupby('year'):\n",
" for feat in dfsmall.columns:\n",
" print k, feat, v[feat].isnull().mean()"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"dfsmallnew=dfsmall[dfsmall['humidity'].notnull()]"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"(643, 8)"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dfsmallnew.shape"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"(565, 8)"
]
},
"execution_count": 30,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dfsmallnew=dfsmallnew[dfsmallnew['air.temp'].notnull()]\n",
"dfsmallnew=dfsmallnew[dfsmallnew['sea.surface.temp'].notnull()]\n",
"dfsmallnew.shape"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"
\n",
" \n",
" \n",
" | \n",
" year | \n",
" latitude | \n",
" longitude | \n",
" sea.surface.temp | \n",
" air.temp | \n",
" humidity | \n",
" uwind | \n",
" vwind | \n",
"
\n",
" \n",
" \n",
" \n",
" 0 | \n",
" 1997 | \n",
" 0 | \n",
" -110 | \n",
" 27.590000 | \n",
" 27.15 | \n",
" 79.599998 | \n",
" -6.4 | \n",
" 5.4 | \n",
"
\n",
" \n",
" 1 | \n",
" 1997 | \n",
" 0 | \n",
" -110 | \n",
" 27.549999 | \n",
" 27.02 | \n",
" 75.800003 | \n",
" -5.3 | \n",
" 5.3 | \n",
"
\n",
" \n",
" 2 | \n",
" 1997 | \n",
" 0 | \n",
" -110 | \n",
" 27.570000 | \n",
" 27.00 | \n",
" 76.500000 | \n",
" -5.1 | \n",
" 4.5 | \n",
"
\n",
" \n",
" 3 | \n",
" 1997 | \n",
" 0 | \n",
" -110 | \n",
" 27.620001 | \n",
" 26.93 | \n",
" 76.199997 | \n",
" -4.9 | \n",
" 2.5 | \n",
"
\n",
" \n",
" 4 | \n",
" 1997 | \n",
" 0 | \n",
" -110 | \n",
" 27.650000 | \n",
" 26.84 | \n",
" 76.400002 | \n",
" -3.5 | \n",
" 4.1 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" year latitude longitude sea.surface.temp air.temp humidity uwind vwind\n",
"0 1997 0 -110 27.590000 27.15 79.599998 -6.4 5.4\n",
"1 1997 0 -110 27.549999 27.02 75.800003 -5.3 5.3\n",
"2 1997 0 -110 27.570000 27.00 76.500000 -5.1 4.5\n",
"3 1997 0 -110 27.620001 26.93 76.199997 -4.9 2.5\n",
"4 1997 0 -110 27.650000 26.84 76.400002 -3.5 4.1"
]
},
"execution_count": 31,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dfsmallnew.head()"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"
\n",
" \n",
" \n",
" | \n",
" latitude | \n",
" longitude | \n",
" sea.surface.temp | \n",
" air.temp | \n",
" humidity | \n",
" uwind | \n",
" vwind | \n",
"
\n",
" \n",
" year | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
"
\n",
" \n",
" \n",
" \n",
" 1993 | \n",
" 274 | \n",
" 274 | \n",
" 274 | \n",
" 274 | \n",
" 274 | \n",
" 274 | \n",
" 274 | \n",
"
\n",
" \n",
" 1997 | \n",
" 291 | \n",
" 291 | \n",
" 291 | \n",
" 291 | \n",
" 291 | \n",
" 291 | \n",
" 291 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" latitude longitude sea.surface.temp air.temp humidity uwind vwind\n",
"year \n",
"1993 274 274 274 274 274 274 274\n",
"1997 291 291 291 291 291 291 291"
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dfsmallnew.groupby('year').count()"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {
"collapsed": false
},
"outputs": [
{
"ename": "TypeError",
"evalue": "pairplot() got an unexpected keyword argument 'alpha'",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0msns\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpairplot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdfsmallnew\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mhue\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"year\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msize\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m2.5\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0malpha\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0.3\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m;\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;31mTypeError\u001b[0m: pairplot() got an unexpected keyword argument 'alpha'"
]
}
],
"source": [
"sns.pairplot(dfsmallnew, hue=\"year\", size=2.5, alpha=0.3);#ahap happened here?\n",
"#look up http://stanford.edu/~mwaskom/software/seaborn/tutorial/axis_grids.html"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sns.pairplot(dfsmallnew, hue=\"year\", size=2.5, plot_kws={'alpha':0.4});\n"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"['year',\n",
" 'latitude',\n",
" 'longitude',\n",
" 'sea.surface.temp',\n",
" 'air.temp',\n",
" 'humidity',\n",
" 'uwind',\n",
" 'vwind']"
]
},
"execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"vars=list(dfsmallnew.columns)\n",
"vars"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sns.pairplot(dfsmallnew, hue=\"year\", size=2.5, plot_kws={'alpha':0.4}, vars=vars[1:]);"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"g = sns.PairGrid(dfsmallnew, vars=[\"sea.surface.temp\", \"air.temp\"], hue=\"year\")\n",
"g.map(plt.scatter)"
]
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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"RK5CYII=\n"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"g = sns.PairGrid(dfsmallnew, vars=[\"sea.surface.temp\", \"air.temp\"], hue=\"year\")\n",
"g.map_upper(plt.scatter, alpha=0.3)\n",
"g.map_diag(sns.kdeplot, alpha=0.5)\n",
"g.map_lower(sns.kdeplot, alpha=0.5)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"dfsmall."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.9"
}
},
"nbformat": 4,
"nbformat_minor": 0
}