{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Visualizing joint and marginal distributions\n",
"\n",
"\n",
"Let's explore a dataset that has 4 continuous random variables and one discrete random variable. \n",
"We will visualize various 1-D and 2-D marginal distributions. \n",
"The 2-d distributions are joint distributions in the context of the two random variables being plotted, but are marginal distributions in the context of the full dataset."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'0.11.0'"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import seaborn as sns\n",
"sns.__version__ # check version, need 0.11.0 or greater"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
"
\n",
"
species
\n",
"
island
\n",
"
bill_length_mm
\n",
"
bill_depth_mm
\n",
"
flipper_length_mm
\n",
"
body_mass_g
\n",
"
sex
\n",
"
\n",
" \n",
" \n",
"
\n",
"
0
\n",
"
Adelie
\n",
"
Torgersen
\n",
"
39.1
\n",
"
18.7
\n",
"
181.0
\n",
"
3750.0
\n",
"
Male
\n",
"
\n",
"
\n",
"
1
\n",
"
Adelie
\n",
"
Torgersen
\n",
"
39.5
\n",
"
17.4
\n",
"
186.0
\n",
"
3800.0
\n",
"
Female
\n",
"
\n",
"
\n",
"
2
\n",
"
Adelie
\n",
"
Torgersen
\n",
"
40.3
\n",
"
18.0
\n",
"
195.0
\n",
"
3250.0
\n",
"
Female
\n",
"
\n",
"
\n",
"
3
\n",
"
Adelie
\n",
"
Torgersen
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
\n",
"
\n",
"
4
\n",
"
Adelie
\n",
"
Torgersen
\n",
"
36.7
\n",
"
19.3
\n",
"
193.0
\n",
"
3450.0
\n",
"
Female
\n",
"
\n",
"
\n",
"
...
\n",
"
...
\n",
"
...
\n",
"
...
\n",
"
...
\n",
"
...
\n",
"
...
\n",
"
...
\n",
"
\n",
"
\n",
"
339
\n",
"
Gentoo
\n",
"
Biscoe
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
\n",
"
\n",
"
340
\n",
"
Gentoo
\n",
"
Biscoe
\n",
"
46.8
\n",
"
14.3
\n",
"
215.0
\n",
"
4850.0
\n",
"
Female
\n",
"
\n",
"
\n",
"
341
\n",
"
Gentoo
\n",
"
Biscoe
\n",
"
50.4
\n",
"
15.7
\n",
"
222.0
\n",
"
5750.0
\n",
"
Male
\n",
"
\n",
"
\n",
"
342
\n",
"
Gentoo
\n",
"
Biscoe
\n",
"
45.2
\n",
"
14.8
\n",
"
212.0
\n",
"
5200.0
\n",
"
Female
\n",
"
\n",
"
\n",
"
343
\n",
"
Gentoo
\n",
"
Biscoe
\n",
"
49.9
\n",
"
16.1
\n",
"
213.0
\n",
"
5400.0
\n",
"
Male
\n",
"
\n",
" \n",
"
\n",
"
344 rows × 7 columns
\n",
"
"
],
"text/plain": [
" species island bill_length_mm bill_depth_mm flipper_length_mm \\\n",
"0 Adelie Torgersen 39.1 18.7 181.0 \n",
"1 Adelie Torgersen 39.5 17.4 186.0 \n",
"2 Adelie Torgersen 40.3 18.0 195.0 \n",
"3 Adelie Torgersen NaN NaN NaN \n",
"4 Adelie Torgersen 36.7 19.3 193.0 \n",
".. ... ... ... ... ... \n",
"339 Gentoo Biscoe NaN NaN NaN \n",
"340 Gentoo Biscoe 46.8 14.3 215.0 \n",
"341 Gentoo Biscoe 50.4 15.7 222.0 \n",
"342 Gentoo Biscoe 45.2 14.8 212.0 \n",
"343 Gentoo Biscoe 49.9 16.1 213.0 \n",
"\n",
" body_mass_g sex \n",
"0 3750.0 Male \n",
"1 3800.0 Female \n",
"2 3250.0 Female \n",
"3 NaN NaN \n",
"4 3450.0 Female \n",
".. ... ... \n",
"339 NaN NaN \n",
"340 4850.0 Female \n",
"341 5750.0 Male \n",
"342 5200.0 Female \n",
"343 5400.0 Male \n",
"\n",
"[344 rows x 7 columns]"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"penguins = sns.load_dataset(\"penguins\")\n",
"penguins"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"First we can visualize the raw data both as a scatter plot of xy-pairs as well as a \"rug plot\" showing ticks for x and y individually."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Use JointGrid directly to draw a custom plot\n",
"g = sns.JointGrid(data=penguins, x=\"bill_length_mm\", y=\"bill_depth_mm\", space=0, ratio=15)\n",
"g.plot_joint(sns.scatterplot, alpha=.6, legend=False)\n",
"g.plot_marginals(sns.rugplot, height=1, alpha=.6)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can make a similar kind of plot, where instead of visualizing the raw data, we use a histogram to approximate the parent distribution both for the joint and for the marginals"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"sns.jointplot(data=penguins, x=\"bill_length_mm\", y=\"bill_depth_mm\", kind=\"hist\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Note the marginal distribution displayed on the top is the same as just a simple histogram of `bill_length_mm`. When we histogram a variable $X_i$, we implicitly are marginalizing over all the other variables in the dataset."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"sns.displot(data=penguins, x=\"bill_length_mm\", kind=\"hist\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Or we can use a kernel density estimation (kde) technique to get a smoother estimate"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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KJIYSEZHuQjmUSgwlIiLNhXInkxhKRES64zklIiLSxmgOtUoMJSIizY2yUyIiIl2E2CkREZEuRhhKRESki+BoyOsSXMNQIiLSXHCUnRIREWliKMhOiYiINDEUHPW6BNcwlIiINDc4wk6JiIg0MTDMTomIiDTRNxz0ugTXMJSIiDTXN8RQIiIiTfQylIiISBc9gwwlIiLSQJ4IglxmiIiIdJCfJ16X4CqGEhGRxqKhlCs3+mMoERFpLNoodQ2MeFuISxhKREQ+0NI95HUJrmAoERFprjA/D0e6BrwuwxWOhpKITBaRF0Vkm4hsFZGvRx7/gYjsEJF3ReQPIlLtZB1ERH5WW1GIpuMMJTsEAdyulJoP4EwAN4rIfABrACxQSp0MYBeA7zhcBxGRb42rKMaBY31el+EKR0NJKdWslNoQ+bwHwHYADUqp55RS0avB3gAwyck6iIj8rL6yGHvbGEq2EpGpAE4B8Gbct64D8LRbdRAR+c3E6mLsbev1ugxXuBJKIlIO4DEAtyilumMe/0eEh/geTPJzq0RknYisa2trc6NUIiLPxR77hno7Mb6yGEe6BnPiZn+Oh5KIFCAcSA8qpR6PefwaAJcB+LxKclWYUmq1UmqpUmppXV2d06USEWkh9thXVF6Ngvw81FcWYU9r9g/hOT37TgDcDWC7Uuo/Yh5fCeCbAC5XSvU7WQMRUTaYUlOGbc3d6Z/oc053SucAuBrAChHZGPm4FMB/AagAsCby2C8croOIyNcaa0qxuanT6zIcF3By40qpvwFItJrgX5zcLzln9douyz+7anmVjZUQ5ZYZdWX408YjXpfhOEdDifwvkxAysi0GFZEx0+vKsau1B0PBURQF8r0uxzEMJfoQO4PIzL4YUETJFRfko6G6BFsOd+PUKWO8LscxDCV6n5thlG7/DCiiD5tdX4G39h3L6lDigqyE1Wu7PA+keDrWROS1ueMr8ep7x7wuw1HslHKYHw760RrZOREB8yZU4K61ezAcDKEwkJ09BUMpB/khjOIxnIiAiuICTKwuwcZDnTh9Wo3X5TgiO6OWkvJjIMXye/1EmTppYiVe3tnqdRmOYSjlkGw5oPN8E+WyRZOq8dcsDiUO3+WAbD2Ac0iPctHs+go0HR9AS/cg6iuLvS7HduyUsly2BlKsXPg3EkXl5wkWTarGC9uzs1tiKGWxXDpY59K/leiUxmo8s6XZ6zIcwVDKUrl4kOa5JsoViydXY92B4+gZHPG6FNsxlLIMD8y5GciUW0oLA5g/oRJ/3ZF9Q3gMpSzCg/EH+FpQtls6dQye2JR9q4Zz9l2W4EH4w1av7cqKmXlmfrfZ8O8lY5ZOqcEDrx9Az+AIKooLvC7HNgylLMBASs5PwWTH75G3B8kdZUUBnDSxCs9tbcEnT53kdTm2YShR1tP1eia33kxw9fXsdeb0Gjy2oYmhRPpgl2Sc112TDr8rXQOarDl1Sg3ufW1/Vl1Iy4kOPqbDQc5v3H7NorMhdftd6VgTmVcYyMPpU2vw+IYmr0uxDUPJp3hAsc7p107XIErEL3VScstm1eGRt5uglPK6FFtw+M6HdDqIbO9O/7/QvMqgC5WYY/cwlk6/Eyu8Htok62bXlyMYCmH9geNYOtX/t7NgKJEpRkIo3c/oFFKZhJPfgygezzf5k4jggjnjcP/rBxhK5D4vDoRWgsjI9vwYTtkWRImwa/KfZbNqcdujm3Csdwhjy4u8LicjDCUfcfuAaHcYJdu+juGU6xhM/lJRXIDTp43Bw28dxE0rZnldTkY40YEScjqQ4vfl5v7IGAa0v1wyfzzuf/0AhoMhr0vJCEPJJ9w6QHgZEAwn/TCY/GPK2DKMryrGU+/6ez08hpIPuHFg0CkQdKmDyG8uXTABP3tpD0Ih/04PZyiRliGgY025it2Sf5w8qQpKKazZ3uJ1KZYxlDTn5AFBp+4oEZ1ryzUMJn8QEXxicQP+Y80u33ZLDKUc5ZcDvl/qzAUMJn84dcoYBEdDeGbrUa9LsYShpDGnDgJ+O9Dr3tER6URE8KlTJ+Pfnt6BkVH/zcRjKGmKgfRhfq49W7Bb8odFk6pQVVKA37510OtSTONfeY7IlgP69u6AVhfbOsHM78qL14IX1upPRHDVGY3492d24PJFDagq9c+dabPjSJVl7H436kQgbe7LN/S8hWWjtu87G4PJ6u8o9uey7TWhzEwdW4alU2vwg2d34HtXLPS6HMM4fJfl7AqkzX35J3w4/XPpZEPnFz1XZte/xc1zbxzG84dPnzoJf97cjM1N/vl9MZQ0Y+cfux0HKLvDxO7t+ZHT4cGJIRRVUVyA/3FaI+74/SbfTHpgKGlEl0ByorNJto9M+O3A63ZY+O31IWcsm1WL4oJ8/OLlPV6XYghDKQtZPRh50cVkuk+/HHi9XE/QKRzC8wcRwfXnTsOvXtmH7c3dXpeTFkNJE3b9gVs5COkwpJZJDboHk9f1eb1/8l5teRGuOn0ybn74HQyO2D/5yE4MpSxiNZB0km3BpEtdutRB3lk+qw515UX4l79s97qUlBwNJRGZLCIvisg2EdkqIl+PPF4jImtEZHfkv2OcrEN3dnRJZg86VjqTtsFBSx9mZUMw6TjZwIl6OITnH9FhvOe2HsUzW/RdgsjpTikI4Hal1HwAZwK4UUTmA/g2gBeUUrMAvBD5Oid5FUhGZRIumWzD6nCeDkGgQw3J6FwbOa+sKICbLpiFbz/+Lva393ldTkKOhpJSqlkptSHyeQ+A7QAaAHwcwK8jT/s1gE84WUc2M3OQMXqgtyOI7Nq234LJDwd9P9RIzpk5rhxXntKAG+5fh/5h/S64du3/ThGZCuAUAG8CqFdKNUe+dRRAfZKfWQVgFQA0Nja6UKW73Bz6MBpGborur664OOXzNvflm14Zwq+rPni5UgbpI/bYV1KT8PCYkYvm1WNfex9ue3QTfv75JRAR2/dhlSsTHUSkHMBjAG5RSp0wJ1EppQAkvPGHUmq1UmqpUmppXV2dC5X6i9F3vOkOdFa6omB/d9IPs4zs2w8dkx3Xhjn1/Hh2vjY8r2S/2GNfUXm17dsXEVxz9jTsbevFfz6/2/btZ8Lxv1oRKUA4kB5USj0eebhFRCYopZpFZAKAVqfr0E2mf8h2BJLRIDIbNImeHyitTPkzRromnTumTK4Ny0T059k5kVmFgTzcetFsfPeJrZheW4aPn9LgdUkAnJ99JwDuBrBdKfUfMd96AsAXI59/EcCfnKwj27gRSJl0PplsL11dOnZMXgVSptviuSWqLi3E7ZfMwXef3Iq39nV4XQ4A54fvzgFwNYAVIrIx8nEpgO8DuFhEdgO4KPJ1znBjuMNqINkZRFb3kW44UacDsA6B5OQ2Kfs11pTiq+fNwJcfWIfdLT1el+Ps8J1S6m8Akp1Bu9DJfevKjWG7ZAendGHktug+kw3ttQ0OJh3OszqUB9h3iwedAil22xzKI7NOnlSNq05vxNV3v4XHv3Y2JlaXeFYLV3TwEScCyWpnlNfTnvDDilQ12N0xAfZ0TToGkpV9cAiPopbNqsNF88bhC796Ex19w57VwVBykdPDdlYCyQgz4ZNJUPklmHQOJKJMfPTkiVg4qQpX3/0megZHPKmBoeQT6Q6EZgLJSHeUafdjdVtuB5PZgHEjkOxYtokBSFZ9dulkTKwuwXX3vY2BYfeHghlKPmD1QJgskFKxK4gy2X6y0HQimABj4eTGWnZGQ8fo8xhMZEX4GqapKCnMx6r712Eo6G4wMZRc4uTQXaKDj9lAcjqMrOzPzWACTrw9efxHJpxaTcPtFTgod+SJYNWyGRgJhfC132xw9a61DCXNWRm2sxJIXkkXTm4Hk92cXt7JjmDiZAdKJD9PcOP5M9E1MIKbH34HQZeCiaHkAq+XYUkWSFa6o6Luo4Y/zMjmYErF6W7HT68F6SeQn4ebV8xCS9cgbn10I0ZDCVeEsxVDSWN2dEmpAsmITILG7M+lCkk/BpORNQftwGE8clJhIA+3XDQb+9v7ccfvNiHkcDAxlBzmVJfkdCBZCSEj2zOyTbuCKZfwdSAnFQbycNvFs7HjaA++84fNCK+j7QyGkqbMjvPbFUh2h5HVfdgRTF52S251SUbo0DWS/xUX5OMbl8zBpkOd+KcntjoWTAwlH7J6kDESSG6yM5iSyaUDMrslclpJYT7u+MgcvL7nGP7fX7Y7EkwMJQdZHbpzoktKFUhWuqPCnqNJP8ywGkzxdD+/FIvhQX5WWhjANz8yB89ua8FPXnjP9u0zlHwm3QHWSiAZYSZ4zIZUulBMVL/OEx90C0Eiu1UUF+DbK+fikbcP4t6/7bN12wwlzWTaJZlhJJCsdD9Wt5FNwZQpO+7o65ZVy6u8LoE8UF1aiG//3Vz87KX38Md3mmzbLkPJIU7Muos/qGYybJcukOwIIyvbNDuMqFswOTnBwUgwcWiQ3FRXUYw7PjIX//zkNrz6nj0X4TOUNGL3lfWZBJKT0oVTsvrsWnlC944pVfjo3DFRbppcU4qbVszCjQ9twM6jmd8kkKHkE1a6pERSBZIT3VEqdgWTleuXeOdXIvvMn1CJz58xBdfe9xbae4cy2hZDKUuZ7SrMhFGg82DaDyf2G6VzMGWKnRD51bkza3HmtLH4ygPrM1rAlaHkACvnk1IN3ZmdcWd22M5IMJgNHDPPT7Z/p88vAeHX1o5wcnrhVSI/+OSSSVBK4V//st3yNhhKPmTl4JZpIGXCSDiZDSa7VzbPJJjc7rh06qY4845i5eUJvnLeTPxlczOe39ZibRs210QuM9olWWF2KM7I9lKx43xWJuvj2dU1OS1QWul1CURJlRcH8NXzZuJbj71r6fwSQ0kDZobu3OqS7AyjTLdrR7dk5nUzE0x+CDEit80ZX4FzZtbif/9xi+mfZSj5WCbDOF4EkpHt23F+KdnrYjaYUnVOfumqiLxy5ZIGbDzUiZd3tZn6OYZSFknUOZidLOB0IBnZj5lhPDsWbU0nNqCcDiMOzVG2KArk43NnNOL/PrnV1F1rGUo2s3MlBzuG7hJx81qkVMwGoB2rmPt9BhxDi/zk1MYxKCrIxxObjhj+GYaSx6yu4mBkgoOuXZKRfTrZLekeTMmCx0gg1RUX210OkWUigo8vmoif/vU9w7e5MBVKInKyiFwuIldGPyxVSp5JdrD3IpC85Idgig0hHTskTgcnIxY2VEEphdf3HDP0fMOhJCL3ALgHwCcBfCzycZmVIik9p4budGQmEM3OxNPpmh4r4sPJCfMqg45un3KbiOC82XX47duHDD3fzNjRmUqp+dbKIjvZPXSna5dU2HMUwxXjHdt+2+Agh7uIXHDG9LH41mPvYjgYQmEgdS9kZvjudRFhKPmYLhMc3JaqW8qmDjRZwC4sG3W5EqITjSktRH1lMTY1daZ9rplQuh/hYNopIu+KyGYReddqkWT/rSqs0LVLSsXupYeyKZiIdDW7vgJv7+tI+zwzR8W7AVwNYDMA60vAkmlmD5p2TJ12W6DzIILVjY5tP9jfnfLcjN+H8vxcO+WGxppSbD2S/hyvmVBqU0o9Yb0kMirVxZlW17rL1aE7M5wOprriYnZllLPGVxbjNQN3pzUTSu+IyEMAngTw/ip7SqnHzZdHpCc/dkyp6k13Pokz78gtY0oL0GZggVYzoVSCcBhdEvOYAsBQ8ik/nk9KJ6+nHaGK2oTfSzeEF+XHYCLSXUlhPnqH0r8JMhxKSqlrM6qIXJHofBKH7sxzKpjsHsLLpEvKBC+cJbNExNDzDIeSiEwDcDOAqbE/p5S63GRtWcvOde+MsPtGd7nAaLcE6N8x6VwbUbzgaAiBvPTBZGb47o8Iz8B7Epx955rYd9V+X53Aj5wIJju6JQYS+U3f8CgqigvSPs9MKA0qpX5ivSSi5JycDp4p3YLJSC1Ghu44yYHc1Nk/jHEVRWmfZyaUfiwi3wXwHE6cfbfBfHnktWyc5GCUmSG8KB2Cid0R+VlrzxAaqkvSPs9MKC1E+OLZFfhg+E5Fvk4osojrZQBalVILIo8tBvALAMUAggC+ppR6y0QdWSHZag68m6m+ogFiZzjEbitZQJndH5cVIh0d7RrArPqKtM8zs8zQpwFMV0qdp5S6IPKRNJAi7gOwMu6xfwfwz0qpxQD+KfJ1VuCMJP/I5PycUxfA1hUXJ/xwAofuyG1Nxwcwb3z6EQozobQFQLWZIpRSawHEL3akAEQrqwJg/JaElJIflxcCkp9PcnKF8EzpujIDuyTSkVIKe9r6sKAh/Rt3M8N31QB2iMjbOPGcktkp4bcAeFZEfohwKJ6d7IkisgrAKgBobNT3RLjOsvEapaFKPcJK9ynj5F+xx76SmnqPq8lca88QigJ5GF+V/u/FTCh913pJJ/gqgFuVUo+JyGcQnmZ+UaInKqVWA1gNAEuXLjV2L13yFZ1n3RmhUzCxS8oesce+MVPm+v7Yt+NoN5ZOHWPouWZWdHg51fdF5HWl1FkGNvVFAF+PfP47AL8yWgPlDjeG7qzMwktEh2AyE0g8n0Ru297cg4vnG+v4zJxTSsfoX+URAOdFPl8BYLeNNfgGDwzWuqR0Q3fJ1r1zmq7nmIi8ppTClsNdOGemsb9NO+8y96EWU0QeBnA+gFoRaUJ4CPAGhK95CgAYRGTclNwVrG7U9lolnSc4pOJVx+T2sB1nmZIZh44PoLggH1PHlhp6vqO3PlVKXZXkW6c6uV/6wHDFeC0nOzjRJVmqw6YhPK+YDSR26OS2jYeO44I5dYYXZLVz+M7YHimlXDhZnSqQMumSvBq6i8VhPKITbTrUhQsNnk8C7A2lq23cFlmgy1TpVKzOtvPDvy3KrWDKhTcw5G/dgyM40NGHs6aPNfwzhkNJRK4Ukd0i0iUi3SLSIyLvXxavlNpisl7ymNvTsdPtz+9dUiyng8lKIHHojty2/sBxnDOjFsUFxpdPM9Mp/TuAy5VSVUqpSqVUhVLKv4PxpJVUgeR0l+TULUE4lEe5bsOB47h04QRTP2MmlFqUUtvNlUS6c6tbcuo8EqBflxTLiWDisB35Qf9wENuau7Fi3jhTP5d29p2IXBn5dJ2IPILwzf5ilxl63NQeyRQ7bgjn5Qy8TEPPT+eSktHh4loit60/cBynT61BpYEb+8UyMiX8YzGf9wO4JOZrBYCh5JJAaaUjQ01OXbNkJJAyHbbTuUuK5XUw8XwSue3t/R246nTzb0rThpJS6loAEJFzlFKvxn5PRM4xvccst2p5FVav7XJlX6GKWuT1tJ/w2FDleEurhdsdTH4LJDeuV/I6mIjc0jsUxLYj3YaXFopl5pzSTw0+Rga5+e7VyHkbO84vBasbMw4kI/zSIcXLdCiW55PID97cdwznzKxFhcmhO8DYOaWzEL69RJ2I3BbzrUoAvE2qAxaWjXp2B9pooJjtmswEWrpA8uo8UuzQqJNdEzsmynZv7DmGm1bMsvSzRs4pFQIojzw39l623QA+ZWmv5KhkQ3hmJjzEhkyigLLaVdkRSG50SU4HlNVg2tyXz26JtNbWM4hDxwewYq65WXdRRs4pvQzgZRG5Tyl1QEQqww+rHkt7JNNiZ+DFT3ZIdF4pFSsz8eyaNu6XQIoXP7nErpDya8e0em0XF2WlpNbubsfHTp6AwoC1BYPMLMhaJyJPIdItiUgXgOuUUust7ZlyhpHzR04HUrIgsTKbMfoz2XIvJiK7hJTC33a34Zd/f5rlbZiJsnsAfE0pNVUpNRXAjQDutbxnApB8skOmQzSpDvJu3hrCy0AKlFa+/5HqOVYF+7vf/8gEV36gbLH1SDeqSguxcJL1TtpMKI0qpV6JfqGU+hsAXvzgkth30/EHUisHbKeDabhivGeBlC6InJBpOJkJJq8mwRCl8+LOVnzewrVJscyE0ssicpeInC8i54nIzwC8JCJLRGRJRlVkGV3G29Md8I0Ghxlmtml3IHkRRvEy6Z7YMZGfHe8fxpamLnxiSUNG2zFzTmlR5L/fjXv8FIRXdliRUSWUkWQTHoxcTBsNkUyWIjIbbk4Ekm6snHsyeo6Js/BINy/tbMWlCyeYXlYonuFQUkpdkNGeKKl5lUFs7/7wryL+eqVUs/BSMbrKQ2ywpAsoqx2W0WuQjAaSjmEUz2w4cfID+U0wFMIL21vxmy+dkfG2zNxPqV5E7haRpyNfzxeR6zOugGyT6kBu9oLU6DBcsg8rcjGQYpkZ1tN9KM+tpbTIH97e14EpY0sxb0Lmf5NmzindB+BZABMjX+8CcEvGFZBlZg/KXq2UMFQ53vBwnZFA0uHcUSaMhlO6YDIz4SFRJ05klzXbW3DDsum2bMtMKNUqpR4FEAIApVQQAAe1HRZ/3iDdsE66g7qbwWQ0jIDs7Y5SMRJOundMRHvaetHZP2Jp8dVEzIRSn4iMRXhSA0TkTADs4W1idXHWRAdpI8HkVDhFt20mjHKhO0olk2Di9HDy2rNbj+Lac6YikG9tBYd4ZrZyG4AnAMwQkVcB3A/gZluqyEJ2TgtP1y1ZCSbAvnAyG0RRudgdJcOOifyoo28YGw914rOn2XcHazOz7zaIyHkA5gAQADuVUiO2VUK2M7ouXnyYpJqpZ0eIMYwSs7p8kdHp4du7A7beLoVr4NGabS34xCkNqCrJbBp4LDO3Q483W0R4O3QbJZsaDqSeHg4knyJudsFWwLnzTgwjY5LdcJBTxUknQ8FRvLizFX+60d57vZq5Hfo4hO+r9NfI1xcAeA28HbpnnAwmO/n9IthUjL6uZpdKMhtMvJiW3Pa33e1Y0liNqbVltm7XzO3QnwMwXynVHPl6AsLTxMklRm7+lyqYAOMH0UxZWa/OrPiDs5XzLlbXqzP7OsY+3+hr48Qt2u0ewqPcpJTCmu0t+NcrFtq+bTMTHSZHAymiBYB9Z7cIgPlZeIneNac6kBmd7WZFdNtOrldXV1z8/key7zkt02DP62l//yOdRKGZLHw5E4/csr25G3kiOHvGWNu3bSaUXhCRZ0XkGhG5BsCfATxve0VZxImTwImGaMwGE2AtQFJtw0oQGQ2jVEGU7PlOMBokZreZjplgchtXdshNz+9oxTVnT4GI2L5tM7PvbhKRKwAsjzy0Win1B9sropQTHoDEw3jx55cA4+vjuXU3V7MdUSYSvR6ZcHLYM7rtVL8Ho0N5Rs4tcQiPMtEZWQ189dWnOrJ9U2uPREIoYRCJyOtKqbNsqYosSRZMgPVzJ5lyM4j8Lq+n3dQbBM7GIy+s3d2GjywYj4oMVwNPxp5LcMP412GjdO9kk70bTnaQcnNWm9XhOV25OXMx1b6MvrHguSVyilIKr+xux1UZ3sgvFTtDSdm4LTLASjDZvVxP7DadPE9kRbptGznIezGV3kwwWR2i5AKtZMV7rb3IE8GSxmrH9mFnKFECmUx2MDLunyqYUh2UzYZJoudbnTWnc1ekCy+vKzOLkx1yx+t7j+HKUxocmeAQZWcoOVdlDsskmABz52mSBY/VzsrvIeR1MCTbv5FuiUN4ZLdQSOHNfR24fPHE9E/OgJ09/NU2botMSnVhbTQUnJ5G7NfwsZORO/wCxpdyMjv5gcgpu1t7MbasENPryh3dj5G173qQ+HyRAFBKqUqEP9lic20UkW6KeFS6FR/sWAEh2bbskqzrs/udf7rzSWa7JKNhFP98q+sMxk8RtzITj1PDyYwNB49j5UnO34/NyDJDFY5XkeVWLa/KeNzdTDABxg7iXnY2ZtdpM/PvypSZQDIbRol+Pl0wWe2WuB4e2WlTUyeuPWeq4/sx0inVpPq+UqrDvnIoFaPBBBhbJ89Ndh0czfy7nB6uzDSQ4reTKpwSBZMTa+MRJdLRN4zjfcM4eVK14/sycoRbj/DwXaKJDAqAPTdmJ9u52V0k2q+T28/k35Rq6M5ol2RXIMVvM5PbhvBiWnLKtuZunD6tBvl5zs9nMzJ8N83qxkXkHgCXAWhVSi2IefxmADcCGAXwZ6XUN63uI9eY6ZaiYkPC7oDyanjIy07QiUAygpMeyCu7Wnpw1gyXliNL9wQRmauU2iEiSxJ9Xym1IcWP3wfgvxC+dXp0excA+DiARUqpIREZZ65kf7LjvFKUlWCKShQi6Q7u2XReItMuyelAMtstpRvCS3deiZMdyIj3Wntx4wUzXdmXkSPbbQBWAfgRTpyFJ5GvVyT7QaXUWhGZGvfwVwF8Xyk1FHlOq5mCKSx6ILHjyvxsCh0nudUhZTKMxyE8sttQcBRHOgcwb4I7c97SXjyrlFoV+fRShG9X0QWgE8ATkcfMmg1gmYi8KSIvi8hpyZ4oIqtEZJ2IrGtra7OwK704cSsLvstNzOwkB68vlDXKL3VSZmKPfUO9nZ7WcqhjAFPHlqEo4M5wuZkVHX4NYB6AnwD4KYD5iBmWMyEAoAbAmQDuAPCoJFmzQim1Wim1VCm1tK6uzsKucgODyZhkQ3c6DNt5vT/SS+yxr6i82tNaDh3vx5zx7l0ZZGbsZ4FSan7M1y+KyDYL+2wC8LhSSgF4S0RCAGoB+L8VMsDOc0ux7BzOoxNlEhCFPR/87HCFMxcecmo4Oam5cwBzXRq6A8x1ShtE5MzoFyJyBoB1Fvb5RwAXRLYxG0AhAI5J2GReZTDnO6dEQ3dWuyQrgVTYc/T9j0SPE/lJa88Qpo51dmmhWEZm321GeEJDAYDXRORg5OspAHak+dmHAZwPoFZEmgB8F8A9AO4RkS0AhgF8MdI15QynuqVYscHkdveULhR16ebsDiSjgRN9XrrOKdmEB04NJze19w5hck2Ja/szcnS4zOrGlVJXJfnWF6xuk8yLDwk7QiGTbsztwHT6rrvsfiibtfUMYWK1RqGklDrgRiG5xo1uKRmdhvesXnOV7Noqo7Pu7OqSMgmkwp6jjp1nIrJDcDSEvuFR1JQWurZP3uTPQ05MEfcjJ0PSSpfkRiAR+UH3YBBVJQXIc2F5oSiGkscYTGF2BJMdXZKRQLJzwgKDjXTWNxQOJTcxlDTAYHJGoi7JjkAiyhX9w6OoKHJ3YhJDSRMMJuMSnU/K9DYVDCTr+P9u9hoKjqKk0N2FjxlKGuEft33MdknpZGsg6TTphfQzMqpQVMBQymkMpszZPWyXrYFElM5oSKHAxUkOAENJS6uWVzGckrB76I6BRJScgkKeyynBUNIYw8k8M12SXwNJp9Uc+P9ndhMI3F5vh6HkAwynMDu7JL8GUiJcjJWckidAMORuKjGUfIThlJpdkxv8FEjx4m/wl+oGjpzkQOkE8gXDwZC7+3R1b2SL2GDyaqkiu1lZaihdl2Rl2M7PgeQ2vkHKfoX5eRhiKJEZ2RhQiSRb6y7K6HJCfgokq7dEJ7JLUUE++ofd7agZSlkk/p1rNoeU1S4pGbOBFOg8mPDxYHWjqe2YpcskB3ZJuaE4kI+B4eRDwE5gKGWxRAeObAyqTLskM4GULIxiv28mmDJdJTx2kgPPJ5Hdigvy0M9QIiele4frRWilO58UP3RnZ5dkNJDShVH8c53umLzELil3lBTmo3eIw3fkIb91V3acS0rHTCDZheeTSAfFBfkYHBlFKKRcu30FQ4nSigaVF+GUboJDvERdktVhOy/CKJX480lWr0/KZOiOXVJuyRNBUSAffcNBVBS7cwsLXqdEhjlxnZTZqeCZrgYepUMg2XnXWTPnk4jMKHV5CI+hRKbp8m45fujOTJeUitcdUqKhOx1m3enyeyd3FRfko2/IvTc5DCXSltkJDkbpdj2SFamG7jjrjuxUFMjD4AhDiTTn9btmv3dJyYburExwiB+6c4LXv2/yTkHA3VUdGErkGStLC2UqVZfk9bBdMnZNcCCyIpAnCI4ylCjHOTV0pzM7uiQnhu7YJZGbGEpkmVcHKyeG7uzsktJdOGtm1p0OExwot42GFAL57t19lqFEOSPbJjiYOZfELomsGhkNoShg7nrBTDCUyBOpzieZvWDWT8xMcDDbJfHaJHJC3/AoKordO//LUCLtmT2fpPPQXSbcXsGBXRIBQFf/CGrKCl3bH0OJfMXI+aREdBi6s7NL4goO5IbovZTKi9gpEfmOlS7J6Iw7t6eBs0siAGjpHkLDmBKIcKIDUVaxc8Yd75tEbjnU0Y/Z9eWu7pOhRGSDVF1Spqs3sEsir+w/1oeFDe7+/8BQIq348aJZOyc3pFu9gV0SuWl3ay9Om1rj6j4ZSuQ6L5YXSiWTULF6oSzXuCPddfYP42jXIBZNrnZ1vwwlIovsDiSza9yxSyInvXOwE2fPGIuCfHdjgqFEBPPdkt3XI5md3OAEdkkU6839x3D54omu75ehRDnByOw3I0ETrG409DynJzewSyIntfUMYn97Py6aV+/6vvUa3CfyWDRwYld5MNsV2T1s58aFsuySKNbz21txxSkNKC5wf8kvdkqUkWw9mEU7IrcDKZ7ZYTt2SZSp/uEgXtrZiuvPnebJ/h0NJRG5R0RaRWRLgu/dLiJKRLg2P7nCzAWsbmw/USB5MWyXrW8syJqnNzfjonn1mFxT6sn+ne6U7gOwMv5BEZkM4BIAet7qk3zNynTrTKUKJKvnkbi+Hbmts38Ya7a34JaLZntWg6OhpJRaC6AjwbfuBPBNAMrJ/ZOezLyjt3vWmRPdkpVAMnseKR12SWSH369vwpVLJqFxrDddEuDBOSUR+TiAw0qpTQaeu0pE1onIura2NheqI6+Z7QaSnZNJ1Z3YFUzDFeNtCaR4iQKJXVJuiT32DfV2urLP3S092NTU6WmXBLgcSiJSCuB/AvgnI89XSq1WSi1VSi2tq6tztjjKKekCJdOfNRNImZxHAtglZaPYY19RebXj+xsZDeHuV/fhf390PqpKChzfXypud0ozAEwDsElE9gOYBGCDiLh/EoB8yczipEbO5RgNp+jzjDw3k0Ayex6Js+3IDn/ceBgz6so9uVg2nqvXKSmlNgMYF/06EkxLlVLG7tRGlECoojbpzf6GKscbuhOtHUN6qULQSiA5iV0SRe1q6cHLO9vw9C3LXL1vUjJOTwl/GMDrAOaISJOIXO/k/sgbTh/g4g/WibqlVOdp3JiN50QgcdiOnNY7FMTPXnwP/+/KhRhX4d6bolQc7ZSUUlel+f5UJ/dP+ppXGUy6WvjCstEP3cIiU0Y7JivbTUW3QCKKUkrhl6/sxSULxuOSk/Q5g8IVHcgXMu2WAHs7pqHK8b4MJHZJFPXnzc3oHwrif310ntelnIChRFqyOgXaSDBlEk5Gw0jHQCKK2nK4C09vOYpfXH0qigLur2+XChdkJc+kGsJLpK64+IQ70QZKKxHs7/7Q81JNfIhKFCzxw3tWwitZKNoRSJlil0RAeAXwn730Hn561RJMGuPdRbLJsFMiW3h1wEs2RTxdx5RItAuy0k0l644S1Wg1kDhsR5kaHBnFnc/vxtfOn4lzZ+m57ChDibSV6ECd6IBuZzBZkSqMdAgkIgAIKYW71u7B4snV+NIyb1YAN4KhRJ5Kd7C1I5icCicz3RHgXSCxSyIAeHxDEwZHQvj+JxdqcT1SMgwlso2bBz8zwQR8ECCZBpSR7TCQSDev72nHa3uO4VdfXKrdxIZ4nOhAnks34SHZdUvxEx+A5JMfYsUHSrJJEWYDzGgYAQwkcs+etl7c//oBPHTDmagtL/K6nLQYSuQLZoMJQNpwisq0e0rWoTGQyGsdfcP48fO78G+fOhnzJxpfN9JLHL4jW1k9GBo5CCc7mCc7+CeaaGCnZNuvKy72NJCIAGA4GMKPX9iFq8+aio9otGJDOgwl0oYTwQTYG07RbVnpjtwKJHZJpJTCva/tw/S6cty8YqbX5ZjCUCLbOX1QTBVMRsIpXbBYeX6m3RHAQCL7PLetBUc6B/Afn1mk9Uy7RHhOibRidJWHVIu2RsMh/lxTIpl0UOluNWFmhQYGEtll59Ee/GnjYfzpxnNRWui/Qzw7JXJEJgdIowfodAf9aPdi932KjGzTTHfEQCK7dA+M4L9f3I0ffWYRGsfqt4SQEf6LUcoJZjomAGlvdREfIka6qGQ/a6QeI+ya0MBAIiC8YsMvXt6DT546CSvm1ntdjmUMJXLMquVVWL22y/LPm1mw1Wg4RdndPZldTJWBRHZ7ekszFIDbL5njdSkZ4fAdOSrTg6bZg7fRWW52iO7LbHfEQCK7HTjWh6c2NeOnV52Cgnx/H9bZKZH2zN7iAjixc7HzLraZBJ6d1x8xkCgqOBrCXWv34h8/Og+Ta/x5HikWQ4kcl+kwHvDBAd1sOAEfDhIzIWVH12X3xbAMJIr15LtHMHlMKT516iSvS7EFQ4lcYUcwAda6pnhuDe8B7I7IWUe7BvHs1hb85evLfHc9UjL+HnwkX7HroGrneRmn2F0jA4kS+c0b+/HV82agobrE61Jsw1AiV9l5cNUxnJyoiYFEiWw61InW3iFcd66+N+yzgsN35HuZnG+yc/9OYCBRIiGl8Oi6Q/iffzcPhYHs6i2y619DvuDUgTbapbjVPTm9LwYSJbNu/3EUF+Rj5QL/rP5tFDsl8oRdEx+SiQ0Luzoot8KOYUSpKKXwxKbD+ObKuVkzuSEWQ4k843QwRel23ikVBhKls/1oD0ZDChfP8+9SQqlw+I48tWp5FQ/EEXwdyIjnt7fgunOmIS8v+7okgKFEmsjlAzKDmYzqGhjB5qYuXLGkwetSHMNQIm3k4oE5F//NZN3re9qxYu44VBQXeF2KY3hOibQSPUi7ca7JSwwjsuLt/cfxjY/M9roMR7FTIi1l60GbQ3VkVdfACA529OOcmbVel+IohhJpK9sO4Nn0byH3vdvUiTOnj0VRwL5V73XE4TvSnt+H9BhGZIdtzd24MEungcdiKJFv+CmcGERktx3NPfjHS+d5XYbjGErkOzqHE8OInNA9MILeoSBm1JV7XYrjGErkW7EB4GVAMYjIafuO9WHehIqsvWA2FkOJskJ8MDgZUgwhctvBY/1YNLna6zJcwVCirJQuONKFFoOHdHKkawCfOW2y12W4gqFEOYmhQ37S0j2EqWPLvC7DFbxOiYjIBxrHlnpdgiscDSURuUdEWkVkS8xjPxCRHSLyroj8QUSqnayBiMjPlAr/t76iyNtCXOJ0p3QfgJVxj60BsEApdTKAXQC+43ANRES+FQyFUymQnxsDW47+K5VSawF0xD32nFIqete1NwBMcrIGIiI/C46GvC7BVV5H73UAnk72TRFZJSLrRGRdW1ubi2UREXkn9tgX7O9CYY50SYCHoSQi/wggCODBZM9RSq1WSi1VSi2tq6tzrzgiIg/FHvvyS6tQWZK990+K58mUcBG5BsBlAC5UKnoaj4iIEqksyZ2rd1z/l4rISgDfBHCeUqrf7f0TEflNRVHuhJLTU8IfBvA6gDki0iQi1wP4LwAVANaIyEYR+YWTNRAR+V1ZDoWSo/9SpdRVCR6+28l9EhFlm5KC7L6xX6zcmdJBRORTRQW5c6jOnX8pEZFPZfst0GMxlIiINFeQn/33UYpiKBERaa6AF88SEZEuGEpERKSNPOHwHRERaSLAc0pERKQLdkpERKSNHMokhhIRke7yGEpERKQLDt8REZE2cieSGEpERNqrryr2ugTXMJSIiDQ2Z3wFPrN0stdluIahRESkscL8PK7oQERE5AWGEhERaYOhRERE2mAoERGRNhhKRESkDYYSERFpg6FERETaEKWU1zUYIiJtAA54WEItgHYP95+MrnUBrM0KXesCWJsVqepqV0qtTLcBEXnGyPOyhW9CyWsisk4ptdTrOuLpWhfA2qzQtS6AtVmha1064/AdERFpg6FERETaYCgZt9rrApLQtS6AtVmha10Aa7NC17q0xXNKRESkDXZKRESkDYYSERFpg6EUR0SKReQtEdkkIltF5J8jj08TkTdF5D0ReURECjWq7T4R2SciGyMfi92uLVJHvoi8IyJPRb72/DVLUZsur9l+EdkcqWFd5LEaEVkjIrsj/x2jSV3/R0QOx7xml7pdV6SOahH5vYjsEJHtInKWDq9Zitq0eN38gqH0YUMAViilFgFYDGCliJwJ4N8A3KmUmgngOIDrNaoNAO5QSi2OfGz0oDYA+DqA7TFf6/CaRcXXBujxmgHABZEaotezfBvAC0qpWQBeiHytQ11A+PcZfc3+4lFdPwbwjFJqLoBFCP9edXnNEtUG6PG6+QJDKY4K6418WRD5UABWAPh95PFfA/iERrV5TkQmAfgogF9FvhZo8Jolqs0HPo7w6wV4+LrpSESqACwHcDcAKKWGlVKd0OA1S1EbmcBQSiAy1LMRQCuANQD2AOhUSgUjT2kC0KBDbUqpNyPf+hcReVdE7hSRIg9K+08A3wQQinw9Fpq8ZvhwbVFev2ZA+E3FcyKyXkRWRR6rV0o1Rz4/CqBek7oA4KbIa3aPR0Nk0wC0Abg3Mhz7KxEpgx6vWbLaAO9fN99gKCWglBpVSi0GMAnA6QDmelvRB+JrE5EFAL6DcI2nAagB8C03axKRywC0KqXWu7lfI1LU5ulrFuNcpdQSAH8H4EYRWR77TRW+ZsOLbjhRXT8HMAPhoeNmAD/yoK4AgCUAfq6UOgVAH+KG6jx8zZLVpsPr5hsMpRQirfeLAM4CUC0igci3JgE47FVdwAm1rVRKNUeG9oYA3ItwkLrpHACXi8h+AL9FeNjux9DjNftQbSLyGw1eMwCAUupw5L+tAP4QqaNFRCYAQOS/rTrUpZRqibwpCgH4Jbx5zZoANMWMEPwe4SDw/DVLVpsmr5tvMJTiiEidiFRHPi8BcDHCJytfBPCpyNO+COBPmtS2I+aPURAeS9/iZl1Kqe8opSYppaYC+B8A/qqU+jw0eM2S1PYFr1+zyL7LRKQi+jmASyJ1PIHw6wV48Lolqyv6mkVcAQ9eM6XUUQCHRGRO5KELAWyDx69Zqtp0eN38JJD+KTlnAoBfi0g+wqH9qFLqKRHZBuC3IvI9AO8gcjJTk9r+KiJ1AATARgBf8aC2RL4F71+zZB7U4DWrB/CHcC4iAOAhpdQzIvI2gEdF5HqEb9fyGU3qeiAydV4B2A/gyy7XFXUzwr+/QgB7AVyLyN+Dh69Zqtp+osnr5gtcZoiIiLTB4TsiItIGQ4mIiLTBUCIiIm0wlIiISBsMJSIi0gZDiYiItMFQIs+IyFQR+dCFhJE1w+ZHPt8vIrWRz3vjn5tuWzbUeL6InB3z9X0i8qlUP0NE1vHiWdKOUupLXtcQ43wAvQBe87gOopzATom8FhCRByM3RPu9iJSKyEsisjT9jyYWWUn9ByLydmRl5i9HHj8/su3oTdgejCwzBBG5NPLYehH5iYg8JSJTEV7p4VYJ35xtWWQXy0XkNRHZm6priuzvZRH5U+S53xeRz0v4Ro2bRWRG5Hn3icjPReSNyPPOj6wmvV1E7rP6OhD5EUOJvDYHwM+UUvMAdAP4mg3bvB5Al1LqNIRXAb9BRKZFvncKgFsAzAcwHcA5IlIM4C4Af6eUOhVAHQAopfYD+AU+uEHbK5FtTABwLoDLAHw/TS2LEA62eQCuBjBbKXU6wvd2ujnmeWMQXvj3VoTXcbsTwEkAFopHd8Ul8gJDibx2SCn1auTz3yB8sM/UJQD+XsL3nXoT4Xs7zYp87y2lVFNkxeaNAKYifAuLvUqpfZHnPJxm+39USoWUUtuQ/r49b0dWJB9C+L5cz0Ue3xzZd9STkVsubAbQopTaHKlxa9zziLIazymR1+IXX7RjMUYBcLNS6tkTHhQ5H+FbykeNwtrfQOw2xMRzQzFfh+L2PZTgOYmeR5TV2CmR1xpF5KzI558D8DcbtvksgK+KSAEAiMhs+eAOoInsBDA9cg4JAD4b870eABU21EREBjCUyGs7Eb6z6XaEz6v83IZt/grhe+xsiEwTvwspug2l1ADC57KeEZH1CAdRV+TbTwK4Im6iAxE5hLeuIAIgIuVKqd7IbLz/BrBbKXWn13UR5Rp2SkRhN0QmRmwFUIVwd0VELmOnRL4iIgsBPBD38JBS6gwv6gH0rInIrxhKRESkDQ7fERGRNhhKRESkDYYSERFpg6FERETa+P+QAt3KSEcUlwAAAABJRU5ErkJggg==\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"sns.jointplot(data=penguins, x=\"bill_length_mm\", y=\"bill_depth_mm\", kind=\"kde\", fill=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Grouping by class\n",
"\n",
"We can also look at `bill_length_mm` vs. `bill_depth_mm` grouped by `species`. Before we plot, let's look at the **correlation matrix** for these classes. Note that the two variables are positivley correlated in each case. "
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"sns.jointplot(data=penguins, x=\"bill_length_mm\", y=\"bill_depth_mm\", kind=\"kde\", hue=\"species\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The plot above clearly reveals the origin of the multi-modal structure of the underlying data. Well it doesn't indicate that it causes it, but `species` does seem to naturally map onto the different modes."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Visualizing multivariate data\n",
"\n",
"Often we are working with higher dimensional data that is not so easy to visualize. In this penguin dataset, there are four continuous random variables in addition to the categorical species label. We can print the 4x4 correlation matrix grouped by species again:"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
"
\n",
"
\n",
"
bill_length_mm
\n",
"
bill_depth_mm
\n",
"
flipper_length_mm
\n",
"
body_mass_g
\n",
"
\n",
"
\n",
"
species
\n",
"
\n",
"
\n",
"
\n",
"
\n",
"
\n",
"
\n",
" \n",
" \n",
"
\n",
"
Adelie
\n",
"
bill_length_mm
\n",
"
1.000000
\n",
"
0.391492
\n",
"
0.325785
\n",
"
0.548866
\n",
"
\n",
"
\n",
"
bill_depth_mm
\n",
"
0.391492
\n",
"
1.000000
\n",
"
0.307620
\n",
"
0.576138
\n",
"
\n",
"
\n",
"
flipper_length_mm
\n",
"
0.325785
\n",
"
0.307620
\n",
"
1.000000
\n",
"
0.468202
\n",
"
\n",
"
\n",
"
body_mass_g
\n",
"
0.548866
\n",
"
0.576138
\n",
"
0.468202
\n",
"
1.000000
\n",
"
\n",
"
\n",
"
Chinstrap
\n",
"
bill_length_mm
\n",
"
1.000000
\n",
"
0.653536
\n",
"
0.471607
\n",
"
0.513638
\n",
"
\n",
"
\n",
"
bill_depth_mm
\n",
"
0.653536
\n",
"
1.000000
\n",
"
0.580143
\n",
"
0.604498
\n",
"
\n",
"
\n",
"
flipper_length_mm
\n",
"
0.471607
\n",
"
0.580143
\n",
"
1.000000
\n",
"
0.641559
\n",
"
\n",
"
\n",
"
body_mass_g
\n",
"
0.513638
\n",
"
0.604498
\n",
"
0.641559
\n",
"
1.000000
\n",
"
\n",
"
\n",
"
Gentoo
\n",
"
bill_length_mm
\n",
"
1.000000
\n",
"
0.643384
\n",
"
0.661162
\n",
"
0.669166
\n",
"
\n",
"
\n",
"
bill_depth_mm
\n",
"
0.643384
\n",
"
1.000000
\n",
"
0.706563
\n",
"
0.719085
\n",
"
\n",
"
\n",
"
flipper_length_mm
\n",
"
0.661162
\n",
"
0.706563
\n",
"
1.000000
\n",
"
0.702667
\n",
"
\n",
"
\n",
"
body_mass_g
\n",
"
0.669166
\n",
"
0.719085
\n",
"
0.702667
\n",
"
1.000000
\n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" bill_length_mm bill_depth_mm flipper_length_mm \\\n",
"species \n",
"Adelie bill_length_mm 1.000000 0.391492 0.325785 \n",
" bill_depth_mm 0.391492 1.000000 0.307620 \n",
" flipper_length_mm 0.325785 0.307620 1.000000 \n",
" body_mass_g 0.548866 0.576138 0.468202 \n",
"Chinstrap bill_length_mm 1.000000 0.653536 0.471607 \n",
" bill_depth_mm 0.653536 1.000000 0.580143 \n",
" flipper_length_mm 0.471607 0.580143 1.000000 \n",
" body_mass_g 0.513638 0.604498 0.641559 \n",
"Gentoo bill_length_mm 1.000000 0.643384 0.661162 \n",
" bill_depth_mm 0.643384 1.000000 0.706563 \n",
" flipper_length_mm 0.661162 0.706563 1.000000 \n",
" body_mass_g 0.669166 0.719085 0.702667 \n",
"\n",
" body_mass_g \n",
"species \n",
"Adelie bill_length_mm 0.548866 \n",
" bill_depth_mm 0.576138 \n",
" flipper_length_mm 0.468202 \n",
" body_mass_g 1.000000 \n",
"Chinstrap bill_length_mm 0.513638 \n",
" bill_depth_mm 0.604498 \n",
" flipper_length_mm 0.641559 \n",
" body_mass_g 1.000000 \n",
"Gentoo bill_length_mm 0.669166 \n",
" bill_depth_mm 0.719085 \n",
" flipper_length_mm 0.702667 \n",
" body_mass_g 1.000000 "
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"penguins.groupby(\"species\").corr()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"But we can also make what is called a **pairplot** that makes a grid of plots. On the off-diagonal one either plots a scatter plot of $X_i$ vs. $X_j$ or an estimate of $p(X_i,X_j)$ -- note $p(X_i,X_j)$ is 2-d, but it is actually marginalizing over all the other random variables. Along the diagonal $X_i=X_j$, trying to visualize a 2-D distribution doesn't make much sense. Instead, along the diagonal one usually plots the univariate marginal $p(X_i)$. "
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"sns.pairplot(penguins, kind=\"kde\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And we can do both a pairplot grouped by species, which reveals a lot about this dataset."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"sns.pairplot(penguins, hue=\"species\");"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Note there were problems with seaborn 0.10.1\n",
" * [GitHub Issue #2194](https://github.com/mwaskom/seaborn/issues/2194)\n",
" * [stackoverflow](https://stackoverflow.com/questions/63443583/seaborn-valueerror-zero-size-array-to-reduction-operation-minimum-which-has-no )"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.5"
}
},
"nbformat": 4,
"nbformat_minor": 4
}