4518 lines
724 KiB
Plaintext
4518 lines
724 KiB
Plaintext
{
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},
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"source": [
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"# Data Analytics with JS\n",
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"\n",
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"The dataset contains all the information about cars, a name of a manufacturer,\n",
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"all car's technical parameters and a sale price of a car.\n",
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"\n",
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"Libraries:\n",
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"\n",
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"- nodejs-polars\n",
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"- @observable/plot"
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]
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},
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{
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"cell_type": "markdown",
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"slide_type": ""
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},
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"tags": []
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},
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"source": [
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"## Exploring Data\n",
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"\n",
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"Use [pola-rs](https://pola-rs.github.io/nodejs-polars/modules.html) dataframes\n",
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"to read and manipulate data.\n",
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"\n",
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"- use `df.head(n)` to get n first rows\n",
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"- use `df.sample(n)` to get n random rows from the dataset\n",
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"- use `df.describe()` to get mean, std, min, max\n",
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"- use `df.select(...cols)` to get new dataframe for columns\n",
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"- use `df.groupBy(..cols).agg()` to group data and get aggragates"
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]
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},
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{
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},
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"outputs": [
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{
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"data": {
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"data": [
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{
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"CarName": "alfa-romero giulia",
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"aspiration": "std",
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"boreratio": 3.47,
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"car_ID": 1,
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"carbody": "convertible",
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"carheight": 48.8,
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"carlength": 168.8,
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"carwidth": 64.1,
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"citympg": 21,
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"compressionratio": 9,
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"curbweight": 2548,
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"cylindernumber": "four",
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"doornumber": "two",
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"drivewheel": "rwd",
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"enginelocation": "front",
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"enginesize": 130,
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"enginetype": "dohc",
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"fuelsystem": "mpfi",
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"fueltype": "gas",
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"highwaympg": 27,
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"horsepower": 111,
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"peakrpm": 5000,
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"price": 13495,
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"stroke": 2.68,
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"symboling": 3,
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"wheelbase": 88.6
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},
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{
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"CarName": "alfa-romero stelvio",
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"aspiration": "std",
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"boreratio": 3.47,
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"car_ID": 2,
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"carbody": "convertible",
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"carheight": 48.8,
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"carlength": 168.8,
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"carwidth": 64.1,
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"citympg": 21,
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"compressionratio": 9,
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"curbweight": 2548,
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"cylindernumber": "four",
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"doornumber": "two",
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"drivewheel": "rwd",
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"enginelocation": "front",
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"enginesize": 130,
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"enginetype": "dohc",
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"fuelsystem": "mpfi",
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"fueltype": "gas",
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"highwaympg": 27,
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"horsepower": 111,
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"peakrpm": 5000,
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"price": 16500,
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"stroke": 2.68,
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"symboling": 3,
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"wheelbase": 88.6
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},
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{
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"CarName": "alfa-romero Quadrifoglio",
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"aspiration": "std",
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"boreratio": 2.68,
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"car_ID": 3,
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"carbody": "hatchback",
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"carheight": 52.4,
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"carlength": 171.2,
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"carwidth": 65.5,
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"citympg": 19,
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"compressionratio": 9,
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"curbweight": 2823,
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"cylindernumber": "six",
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"doornumber": "two",
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"drivewheel": "rwd",
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"enginelocation": "front",
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"enginesize": 152,
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"enginetype": "ohcv",
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"fuelsystem": "mpfi",
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"fueltype": "gas",
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"highwaympg": 26,
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"horsepower": 154,
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"peakrpm": 5000,
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"price": 16500,
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"stroke": 3.47,
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"wheelbase": 94.5
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},
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{
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"CarName": "audi 100 ls",
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"boreratio": 3.19,
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"car_ID": 4,
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"carbody": "sedan",
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"carheight": 54.3,
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"fueltype": "gas",
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"fueltype": "gas",
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"highwaympg": 22,
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"horsepower": 115,
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"peakrpm": 5500,
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"price": 17450,
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"stroke": 3.4,
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"wheelbase": 99.4
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"homepage": null,
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"<table><thead><tr><th>car_ID</th><th>symboling</th><th>CarName</th><th>fueltype</th><th>aspiration</th><th>doornumber</th><th>carbody</th><th>drivewheel</th><th>enginelocation</th><th>wheelbase</th><th>carlength</th><th>carwidth</th><th>carheight</th><th>curbweight</th><th>enginetype</th><th>cylindernumber</th><th>enginesize</th><th>fuelsystem</th><th>boreratio</th><th>stroke</th><th>compressionratio</th><th>horsepower</th><th>peakrpm</th><th>citympg</th><th>highwaympg</th><th>price</th></tr></thead><tbody><tr><td>1</td><td>3</td><td>alfa-romero giulia</td><td>gas</td><td>std</td><td>two</td><td>convertible</td><td>rwd</td><td>front</td><td>88.6</td><td>168.8</td><td>64.1</td><td>48.8</td><td>2548</td><td>dohc</td><td>four</td><td>130</td><td>mpfi</td><td>3.47</td><td>2.68</td><td>9</td><td>111</td><td>5000</td><td>21</td><td>27</td><td>13495</td></tr><tr><td>2</td><td>3</td><td>alfa-romero stelvio</td><td>gas</td><td>std</td><td>two</td><td>convertible</td><td>rwd</td><td>front</td><td>88.6</td><td>168.8</td><td>64.1</td><td>48.8</td><td>2548</td><td>dohc</td><td>four</td><td>130</td><td>mpfi</td><td>3.47</td><td>2.68</td><td>9</td><td>111</td><td>5000</td><td>21</td><td>27</td><td>16500</td></tr><tr><td>3</td><td>1</td><td>alfa-romero Quadrifoglio</td><td>gas</td><td>std</td><td>two</td><td>hatchback</td><td>rwd</td><td>front</td><td>94.5</td><td>171.2</td><td>65.5</td><td>52.4</td><td>2823</td><td>ohcv</td><td>six</td><td>152</td><td>mpfi</td><td>2.68</td><td>3.47</td><td>9</td><td>154</td><td>5000</td><td>19</td><td>26</td><td>16500</td></tr><tr><td>4</td><td>2</td><td>audi 100 ls</td><td>gas</td><td>std</td><td>four</td><td>sedan</td><td>fwd</td><td>front</td><td>99.8</td><td>176.6</td><td>66.2</td><td>54.3</td><td>2337</td><td>ohc</td><td>four</td><td>109</td><td>mpfi</td><td>3.19</td><td>3.4</td><td>10</td><td>102</td><td>5500</td><td>24</td><td>30</td><td>13950</td></tr><tr><td>5</td><td>2</td><td>audi 100ls</td><td>gas</td><td>std</td><td>four</td><td>sedan</td><td>4wd</td><td>front</td><td>99.4</td><td>176.6</td><td>66.4</td><td>54.3</td><td>2824</td><td>ohc</td><td>five</td><td>136</td><td>mpfi</td><td>3.19</td><td>3.4</td><td>8</td><td>115</td><td>5500</td><td>18</td><td>22</td><td>17450</td></tr></tbody></table>"
|
||
]
|
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},
|
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"execution_count": 1,
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"metadata": {},
|
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"output_type": "execute_result"
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}
|
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],
|
||
"source": [
|
||
"import { display } from \"https://deno.land/x/display@v0.1.1/mod.ts\";\n",
|
||
"import pl from \"npm:nodejs-polars\";\n",
|
||
"\n",
|
||
"let data = await Deno.readTextFile(\"assets/CarPrice_Assignment.csv\");\n",
|
||
"let df = pl.readCSV(data, { sep: \",\" });\n",
|
||
"\n",
|
||
"await display(df.head(5));"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 2,
|
||
"id": "a82e43fd-04a6-4bc8-a752-3b03abd6e983",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.dataresource+json": {
|
||
"bytes": null,
|
||
"data": [
|
||
{
|
||
"describe": "mean",
|
||
"enginesize": 126.90731707317073,
|
||
"horsepower": 104.1170731707317,
|
||
"price": 13276.710570731706
|
||
},
|
||
{
|
||
"describe": "std",
|
||
"enginesize": 41.642693438179855,
|
||
"horsepower": 39.54416680936116,
|
||
"price": 7988.852331743148
|
||
},
|
||
{
|
||
"describe": "min",
|
||
"enginesize": 61,
|
||
"horsepower": 48,
|
||
"price": 5118
|
||
},
|
||
{
|
||
"describe": "max",
|
||
"enginesize": 326,
|
||
"horsepower": 288,
|
||
"price": 45400
|
||
},
|
||
{
|
||
"describe": "median",
|
||
"enginesize": 120,
|
||
"horsepower": 95,
|
||
"price": 10295
|
||
}
|
||
],
|
||
"description": null,
|
||
"dialect": null,
|
||
"encoding": null,
|
||
"format": null,
|
||
"hash": null,
|
||
"homepage": null,
|
||
"licenses": null,
|
||
"mediatype": null,
|
||
"path": null,
|
||
"schema": {
|
||
"fields": [
|
||
{
|
||
"constraints": null,
|
||
"description": null,
|
||
"example": null,
|
||
"format": null,
|
||
"name": "describe",
|
||
"rdfType": null,
|
||
"title": null,
|
||
"type": "string"
|
||
},
|
||
{
|
||
"constraints": null,
|
||
"description": null,
|
||
"example": null,
|
||
"format": null,
|
||
"name": "enginesize",
|
||
"rdfType": null,
|
||
"title": null,
|
||
"type": "number"
|
||
},
|
||
{
|
||
"constraints": null,
|
||
"description": null,
|
||
"example": null,
|
||
"format": null,
|
||
"name": "horsepower",
|
||
"rdfType": null,
|
||
"title": null,
|
||
"type": "number"
|
||
},
|
||
{
|
||
"constraints": null,
|
||
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|
||
"example": null,
|
||
"format": null,
|
||
"name": "price",
|
||
"rdfType": null,
|
||
"title": null,
|
||
"type": "number"
|
||
}
|
||
],
|
||
"foreignKeys": null,
|
||
"missingValues": null,
|
||
"primaryKey": null
|
||
},
|
||
"sources": null,
|
||
"title": null
|
||
},
|
||
"text/html": [
|
||
"<table><thead><tr><th>describe</th><th>enginesize</th><th>horsepower</th><th>price</th></tr></thead><tbody><tr><td>mean</td><td>126.90731707317073</td><td>104.1170731707317</td><td>13276.710570731706</td></tr><tr><td>std</td><td>41.642693438179855</td><td>39.54416680936116</td><td>7988.852331743148</td></tr><tr><td>min</td><td>61</td><td>48</td><td>5118</td></tr><tr><td>max</td><td>326</td><td>288</td><td>45400</td></tr><tr><td>median</td><td>120</td><td>95</td><td>10295</td></tr></tbody></table>"
|
||
]
|
||
},
|
||
"execution_count": 2,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"await display(\n",
|
||
" df.select(\n",
|
||
" \"enginesize\",\n",
|
||
" \"horsepower\",\n",
|
||
" \"price\",\n",
|
||
" ).describe(),\n",
|
||
");"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "5c931435-0e19-4d32-8ca8-ae81a9cb43c8",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Data Cleaning"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 3,
|
||
"id": "e70e5f22-bdde-4140-9015-a6281b8478bf",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"\u001b[33mfalse\u001b[39m"
|
||
]
|
||
},
|
||
"execution_count": 3,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"// check for duplicates\n",
|
||
"const hasDups = df.select(\"car_ID\").isDuplicated().toArray().includes(true);\n",
|
||
"// if there are duplicates, use df.filter()\n",
|
||
"hasDups;"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "7fb89a88-f3ad-457d-9211-2b75eef6096f",
|
||
"metadata": {},
|
||
"source": [
|
||
"Resolve categorical values. For this dataset it is a brand name:"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 4,
|
||
"id": "ffb4509e-1930-4e2e-954c-51e919084514",
|
||
"metadata": {
|
||
"scrolled": true
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.dataresource+json": {
|
||
"bytes": null,
|
||
"data": [
|
||
{
|
||
"brand": "subaru"
|
||
},
|
||
{
|
||
"brand": "renault"
|
||
},
|
||
{
|
||
"brand": "buick"
|
||
},
|
||
{
|
||
"brand": "vw"
|
||
},
|
||
{
|
||
"brand": "chevrolet"
|
||
},
|
||
{
|
||
"brand": "audi"
|
||
},
|
||
{
|
||
"brand": "honda"
|
||
},
|
||
{
|
||
"brand": "plymouth"
|
||
},
|
||
{
|
||
"brand": "toyota"
|
||
},
|
||
{
|
||
"brand": "alfa-romero"
|
||
},
|
||
{
|
||
"brand": "saab"
|
||
},
|
||
{
|
||
"brand": "mazda"
|
||
},
|
||
{
|
||
"brand": "mercury"
|
||
},
|
||
{
|
||
"brand": "peugeot"
|
||
},
|
||
{
|
||
"brand": "nissan"
|
||
},
|
||
{
|
||
"brand": "vokswagen"
|
||
},
|
||
{
|
||
"brand": "volkswagen"
|
||
},
|
||
{
|
||
"brand": "maxda"
|
||
},
|
||
{
|
||
"brand": "bmw"
|
||
},
|
||
{
|
||
"brand": "porcshce"
|
||
},
|
||
{
|
||
"brand": "mitsubishi"
|
||
},
|
||
{
|
||
"brand": "dodge"
|
||
},
|
||
{
|
||
"brand": "isuzu"
|
||
},
|
||
{
|
||
"brand": "porsche"
|
||
},
|
||
{
|
||
"brand": "toyouta"
|
||
},
|
||
{
|
||
"brand": "volvo"
|
||
},
|
||
{
|
||
"brand": "jaguar"
|
||
}
|
||
],
|
||
"description": null,
|
||
"dialect": null,
|
||
"encoding": null,
|
||
"format": null,
|
||
"hash": null,
|
||
"homepage": null,
|
||
"licenses": null,
|
||
"mediatype": null,
|
||
"path": null,
|
||
"schema": {
|
||
"fields": [
|
||
{
|
||
"constraints": null,
|
||
"description": null,
|
||
"example": null,
|
||
"format": null,
|
||
"name": "brand",
|
||
"rdfType": null,
|
||
"title": null,
|
||
"type": "string"
|
||
}
|
||
],
|
||
"foreignKeys": null,
|
||
"missingValues": null,
|
||
"primaryKey": null
|
||
},
|
||
"sources": null,
|
||
"title": null
|
||
},
|
||
"text/html": [
|
||
"<table><thead><tr><th>brand</th></tr></thead><tbody><tr><td>subaru</td></tr><tr><td>renault</td></tr><tr><td>buick</td></tr><tr><td>vw</td></tr><tr><td>chevrolet</td></tr><tr><td>audi</td></tr><tr><td>honda</td></tr><tr><td>plymouth</td></tr><tr><td>toyota</td></tr><tr><td>alfa-romero</td></tr><tr><td>saab</td></tr><tr><td>mazda</td></tr><tr><td>mercury</td></tr><tr><td>peugeot</td></tr><tr><td>nissan</td></tr><tr><td>vokswagen</td></tr><tr><td>volkswagen</td></tr><tr><td>maxda</td></tr><tr><td>bmw</td></tr><tr><td>porcshce</td></tr><tr><td>mitsubishi</td></tr><tr><td>dodge</td></tr><tr><td>isuzu</td></tr><tr><td>porsche</td></tr><tr><td>toyouta</td></tr><tr><td>volvo</td></tr><tr><td>jaguar</td></tr></tbody></table>"
|
||
]
|
||
},
|
||
"execution_count": 4,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"// get brand names from `CarName`\n",
|
||
"let brandNameTable = df.select(\"CarName\").map((row) => {\n",
|
||
" const [carName] = row;\n",
|
||
" const brand = carName.split(\" \")[0].toLowerCase();\n",
|
||
" return brand;\n",
|
||
"});\n",
|
||
"\n",
|
||
"// create a dataframe from brand names\n",
|
||
"let brandDf = pl.DataFrame({\n",
|
||
" \"brand\": brandNameTable,\n",
|
||
"});\n",
|
||
"await display(brandDf.unique());"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 5,
|
||
"id": "7f91cbc3-364c-49c9-97e3-370f78b708f8",
|
||
"metadata": {
|
||
"scrolled": true
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.dataresource+json": {
|
||
"bytes": null,
|
||
"data": [
|
||
{
|
||
"brand": "subaru"
|
||
},
|
||
{
|
||
"brand": "peugeot"
|
||
},
|
||
{
|
||
"brand": "plymouth"
|
||
},
|
||
{
|
||
"brand": "mitsubishi"
|
||
},
|
||
{
|
||
"brand": "porsche"
|
||
},
|
||
{
|
||
"brand": "bmw"
|
||
},
|
||
{
|
||
"brand": "chevrolet"
|
||
},
|
||
{
|
||
"brand": "dodge"
|
||
},
|
||
{
|
||
"brand": "toyota"
|
||
},
|
||
{
|
||
"brand": "mazda"
|
||
},
|
||
{
|
||
"brand": "mercury"
|
||
},
|
||
{
|
||
"brand": "isuzu"
|
||
},
|
||
{
|
||
"brand": "renault"
|
||
},
|
||
{
|
||
"brand": "buick"
|
||
},
|
||
{
|
||
"brand": "audi"
|
||
},
|
||
{
|
||
"brand": "nissan"
|
||
},
|
||
{
|
||
"brand": "honda"
|
||
},
|
||
{
|
||
"brand": "jaguar"
|
||
},
|
||
{
|
||
"brand": "volkswagen"
|
||
},
|
||
{
|
||
"brand": "alfa-romero"
|
||
},
|
||
{
|
||
"brand": "saab"
|
||
},
|
||
{
|
||
"brand": "volvo"
|
||
}
|
||
],
|
||
"description": null,
|
||
"dialect": null,
|
||
"encoding": null,
|
||
"format": null,
|
||
"hash": null,
|
||
"homepage": null,
|
||
"licenses": null,
|
||
"mediatype": null,
|
||
"path": null,
|
||
"schema": {
|
||
"fields": [
|
||
{
|
||
"constraints": null,
|
||
"description": null,
|
||
"example": null,
|
||
"format": null,
|
||
"name": "brand",
|
||
"rdfType": null,
|
||
"title": null,
|
||
"type": "string"
|
||
}
|
||
],
|
||
"foreignKeys": null,
|
||
"missingValues": null,
|
||
"primaryKey": null
|
||
},
|
||
"sources": null,
|
||
"title": null
|
||
},
|
||
"text/html": [
|
||
"<table><thead><tr><th>brand</th></tr></thead><tbody><tr><td>subaru</td></tr><tr><td>peugeot</td></tr><tr><td>plymouth</td></tr><tr><td>mitsubishi</td></tr><tr><td>porsche</td></tr><tr><td>bmw</td></tr><tr><td>chevrolet</td></tr><tr><td>dodge</td></tr><tr><td>toyota</td></tr><tr><td>mazda</td></tr><tr><td>mercury</td></tr><tr><td>isuzu</td></tr><tr><td>renault</td></tr><tr><td>buick</td></tr><tr><td>audi</td></tr><tr><td>nissan</td></tr><tr><td>honda</td></tr><tr><td>jaguar</td></tr><tr><td>volkswagen</td></tr><tr><td>alfa-romero</td></tr><tr><td>saab</td></tr><tr><td>volvo</td></tr></tbody></table>"
|
||
]
|
||
},
|
||
"execution_count": 5,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"// transform to remove duplicates\n",
|
||
"brandNameTable = brandNameTable.map((name) => {\n",
|
||
" name = name\n",
|
||
" .replace(\"maxda\", \"mazda\")\n",
|
||
" .replace(\"porcshce\", \"porsche\")\n",
|
||
" .replace(\"toyouta\", \"toyota\")\n",
|
||
" .replace(/(vw|vokswagen)/ig, \"volkswagen\");\n",
|
||
" return name;\n",
|
||
"});\n",
|
||
"\n",
|
||
"brandDf = pl.DataFrame({\n",
|
||
" brand: brandNameTable,\n",
|
||
"});\n",
|
||
"await display(brandDf.unique());"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 6,
|
||
"id": "eb19de54-11bb-40af-8e27-e5e3a6bd11f0",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.dataresource+json": {
|
||
"bytes": null,
|
||
"data": [
|
||
{
|
||
"CarName": "alfa-romero giulia",
|
||
"aspiration": "std",
|
||
"boreratio": 3.47,
|
||
"brand": "alfa-romero",
|
||
"car_ID": 1,
|
||
"carbody": "convertible",
|
||
"carheight": 48.8,
|
||
"carlength": 168.8,
|
||
"carwidth": 64.1,
|
||
"citympg": 21,
|
||
"compressionratio": 9,
|
||
"curbweight": 2548,
|
||
"cylindernumber": "four",
|
||
"doornumber": "two",
|
||
"drivewheel": "rwd",
|
||
"enginelocation": "front",
|
||
"enginesize": 130,
|
||
"enginetype": "dohc",
|
||
"fuelsystem": "mpfi",
|
||
"fueltype": "gas",
|
||
"highwaympg": 27,
|
||
"horsepower": 111,
|
||
"peakrpm": 5000,
|
||
"price": 13495,
|
||
"stroke": 2.68,
|
||
"symboling": 3,
|
||
"wheelbase": 88.6
|
||
},
|
||
{
|
||
"CarName": "alfa-romero stelvio",
|
||
"aspiration": "std",
|
||
"boreratio": 3.47,
|
||
"brand": "alfa-romero",
|
||
"car_ID": 2,
|
||
"carbody": "convertible",
|
||
"carheight": 48.8,
|
||
"carlength": 168.8,
|
||
"carwidth": 64.1,
|
||
"citympg": 21,
|
||
"compressionratio": 9,
|
||
"curbweight": 2548,
|
||
"cylindernumber": "four",
|
||
"doornumber": "two",
|
||
"drivewheel": "rwd",
|
||
"enginelocation": "front",
|
||
"enginesize": 130,
|
||
"enginetype": "dohc",
|
||
"fuelsystem": "mpfi",
|
||
"fueltype": "gas",
|
||
"highwaympg": 27,
|
||
"horsepower": 111,
|
||
"peakrpm": 5000,
|
||
"price": 16500,
|
||
"stroke": 2.68,
|
||
"symboling": 3,
|
||
"wheelbase": 88.6
|
||
},
|
||
{
|
||
"CarName": "alfa-romero Quadrifoglio",
|
||
"aspiration": "std",
|
||
"boreratio": 2.68,
|
||
"brand": "alfa-romero",
|
||
"car_ID": 3,
|
||
"carbody": "hatchback",
|
||
"carheight": 52.4,
|
||
"carlength": 171.2,
|
||
"carwidth": 65.5,
|
||
"citympg": 19,
|
||
"compressionratio": 9,
|
||
"curbweight": 2823,
|
||
"cylindernumber": "six",
|
||
"doornumber": "two",
|
||
"drivewheel": "rwd",
|
||
"enginelocation": "front",
|
||
"enginesize": 152,
|
||
"enginetype": "ohcv",
|
||
"fuelsystem": "mpfi",
|
||
"fueltype": "gas",
|
||
"highwaympg": 26,
|
||
"horsepower": 154,
|
||
"peakrpm": 5000,
|
||
"price": 16500,
|
||
"stroke": 3.47,
|
||
"symboling": 1,
|
||
"wheelbase": 94.5
|
||
},
|
||
{
|
||
"CarName": "audi 100 ls",
|
||
"aspiration": "std",
|
||
"boreratio": 3.19,
|
||
"brand": "audi",
|
||
"car_ID": 4,
|
||
"carbody": "sedan",
|
||
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|
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|
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"text/html": [
|
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"<table><thead><tr><th>brand</th><th>fueltype</th><th>aspiration</th><th>doornumber</th><th>carbody</th><th>drivewheel</th><th>enginelocation</th><th>wheelbase</th><th>carlength</th><th>carwidth</th><th>carheight</th><th>curbweight</th><th>enginetype</th><th>cylindernumber</th><th>enginesize</th><th>fuelsystem</th><th>boreratio</th><th>stroke</th><th>compressionratio</th><th>horsepower</th><th>peakrpm</th><th>citympg</th><th>highwaympg</th><th>price</th></tr></thead><tbody><tr><td>alfa-romero</td><td>gas</td><td>std</td><td>two</td><td>convertible</td><td>rwd</td><td>front</td><td>88.6</td><td>168.8</td><td>64.1</td><td>48.8</td><td>2548</td><td>dohc</td><td>four</td><td>130</td><td>mpfi</td><td>3.47</td><td>2.68</td><td>9</td><td>111</td><td>5000</td><td>21</td><td>27</td><td>13495</td></tr><tr><td>alfa-romero</td><td>gas</td><td>std</td><td>two</td><td>convertible</td><td>rwd</td><td>front</td><td>88.6</td><td>168.8</td><td>64.1</td><td>48.8</td><td>2548</td><td>dohc</td><td>four</td><td>130</td><td>mpfi</td><td>3.47</td><td>2.68</td><td>9</td><td>111</td><td>5000</td><td>21</td><td>27</td><td>16500</td></tr><tr><td>alfa-romero</td><td>gas</td><td>std</td><td>two</td><td>hatchback</td><td>rwd</td><td>front</td><td>94.5</td><td>171.2</td><td>65.5</td><td>52.4</td><td>2823</td><td>ohcv</td><td>six</td><td>152</td><td>mpfi</td><td>2.68</td><td>3.47</td><td>9</td><td>154</td><td>5000</td><td>19</td><td>26</td><td>16500</td></tr></tbody></table>"
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]
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},
|
||
"execution_count": 7,
|
||
"metadata": {},
|
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"output_type": "execute_result"
|
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}
|
||
],
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"source": [
|
||
"df = df.drop(\"car_ID\", \"symboling\", \"CarName\");\n",
|
||
"df.head(3);"
|
||
]
|
||
},
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{
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"cell_type": "markdown",
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"id": "0f827b40-99b5-445d-b339-2bb55b9d6686",
|
||
"metadata": {},
|
||
"source": [
|
||
"- Use df.groupBy(...cols) in order to get aggregates form the dataset:\n",
|
||
"\n",
|
||
"Count cars by brand:"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 8,
|
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"id": "7512602c-6ce4-4167-9f74-78bc5e8c0332",
|
||
"metadata": {
|
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"scrolled": true
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.dataresource+json": {
|
||
"bytes": null,
|
||
"data": [
|
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{
|
||
"brand": "mercury",
|
||
"brand_count": 1
|
||
},
|
||
{
|
||
"brand": "renault",
|
||
"brand_count": 2
|
||
},
|
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{
|
||
"brand": "jaguar",
|
||
"brand_count": 3
|
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},
|
||
{
|
||
"brand": "chevrolet",
|
||
"brand_count": 3
|
||
},
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{
|
||
"brand": "alfa-romero",
|
||
"brand_count": 3
|
||
},
|
||
{
|
||
"brand": "isuzu",
|
||
"brand_count": 4
|
||
},
|
||
{
|
||
"brand": "porsche",
|
||
"brand_count": 5
|
||
},
|
||
{
|
||
"brand": "saab",
|
||
"brand_count": 6
|
||
},
|
||
{
|
||
"brand": "plymouth",
|
||
"brand_count": 7
|
||
},
|
||
{
|
||
"brand": "audi",
|
||
"brand_count": 7
|
||
},
|
||
{
|
||
"brand": "buick",
|
||
"brand_count": 8
|
||
},
|
||
{
|
||
"brand": "bmw",
|
||
"brand_count": 8
|
||
},
|
||
{
|
||
"brand": "dodge",
|
||
"brand_count": 9
|
||
},
|
||
{
|
||
"brand": "peugeot",
|
||
"brand_count": 11
|
||
},
|
||
{
|
||
"brand": "volvo",
|
||
"brand_count": 11
|
||
},
|
||
{
|
||
"brand": "subaru",
|
||
"brand_count": 12
|
||
},
|
||
{
|
||
"brand": "volkswagen",
|
||
"brand_count": 12
|
||
},
|
||
{
|
||
"brand": "mitsubishi",
|
||
"brand_count": 13
|
||
},
|
||
{
|
||
"brand": "honda",
|
||
"brand_count": 13
|
||
},
|
||
{
|
||
"brand": "mazda",
|
||
"brand_count": 17
|
||
},
|
||
{
|
||
"brand": "nissan",
|
||
"brand_count": 18
|
||
},
|
||
{
|
||
"brand": "toyota",
|
||
"brand_count": 32
|
||
}
|
||
],
|
||
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|
||
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|
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|
||
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|
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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||
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|
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|
||
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|
||
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||
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|
||
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|
||
"text/html": [
|
||
"<table><thead><tr><th>brand</th><th>brand_count</th></tr></thead><tbody><tr><td>mercury</td><td>1</td></tr><tr><td>renault</td><td>2</td></tr><tr><td>jaguar</td><td>3</td></tr><tr><td>chevrolet</td><td>3</td></tr><tr><td>alfa-romero</td><td>3</td></tr><tr><td>isuzu</td><td>4</td></tr><tr><td>porsche</td><td>5</td></tr><tr><td>saab</td><td>6</td></tr><tr><td>plymouth</td><td>7</td></tr><tr><td>audi</td><td>7</td></tr><tr><td>buick</td><td>8</td></tr><tr><td>bmw</td><td>8</td></tr><tr><td>dodge</td><td>9</td></tr><tr><td>peugeot</td><td>11</td></tr><tr><td>volvo</td><td>11</td></tr><tr><td>subaru</td><td>12</td></tr><tr><td>volkswagen</td><td>12</td></tr><tr><td>mitsubishi</td><td>13</td></tr><tr><td>honda</td><td>13</td></tr><tr><td>mazda</td><td>17</td></tr><tr><td>nissan</td><td>18</td></tr><tr><td>toyota</td><td>32</td></tr></tbody></table>"
|
||
]
|
||
},
|
||
"execution_count": 8,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"let brandCount = df.groupBy(\"brand\").len().sort(\"brand_count\");\n",
|
||
"brandCount;"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 9,
|
||
"id": "44b5baf0-cbd2-48d7-a28b-e871682bbaf0",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.dataresource+json": {
|
||
"bytes": null,
|
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"data": [
|
||
{
|
||
"brand": null,
|
||
"describe": "mean",
|
||
"price": 15079.877371916704
|
||
},
|
||
{
|
||
"brand": null,
|
||
"describe": "std",
|
||
"price": 8738.804703803093
|
||
},
|
||
{
|
||
"brand": "alfa-romero",
|
||
"describe": "min",
|
||
"price": 6007
|
||
},
|
||
{
|
||
"brand": "volvo",
|
||
"describe": "max",
|
||
"price": 34600
|
||
},
|
||
{
|
||
"brand": null,
|
||
"describe": "median",
|
||
"price": 10534.274509803921
|
||
}
|
||
],
|
||
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|
||
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|
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|
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|
||
"constraints": null,
|
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|
||
"example": null,
|
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|
||
"name": "describe",
|
||
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|
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|
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|
||
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|
||
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|
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|
||
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|
||
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|
||
"name": "brand",
|
||
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|
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|
||
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|
||
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|
||
{
|
||
"constraints": null,
|
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|
||
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|
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||
"name": "price",
|
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|
||
"type": "number"
|
||
}
|
||
],
|
||
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|
||
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|
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|
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|
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||
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},
|
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"text/html": [
|
||
"<table><thead><tr><th>describe</th><th>brand</th><th>price</th></tr></thead><tbody><tr><td>mean</td><td>null</td><td>15079.877371916704</td></tr><tr><td>std</td><td>null</td><td>8738.804703803093</td></tr><tr><td>min</td><td>alfa-romero</td><td>6007</td></tr><tr><td>max</td><td>volvo</td><td>34600</td></tr><tr><td>median</td><td>null</td><td>10534.274509803921</td></tr></tbody></table>"
|
||
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|
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|
||
"execution_count": 9,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"let avgPricePerBrand = df.groupBy(\"brand\").agg({ \"price\": [\"mean\"] });\n",
|
||
"avgPricePerBrand.describe();"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 10,
|
||
"id": "98a18f05-665f-4143-b5d5-6ecda68ca2df",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"{\n",
|
||
" porsche: \u001b[33m31400.5\u001b[39m,\n",
|
||
" volkswagen: \u001b[33m10077.5\u001b[39m,\n",
|
||
" buick: \u001b[33m33647\u001b[39m,\n",
|
||
" plymouth: \u001b[33m7963.428571428572\u001b[39m,\n",
|
||
" peugeot: \u001b[33m15489.09090909091\u001b[39m,\n",
|
||
" renault: \u001b[33m9595\u001b[39m,\n",
|
||
" volvo: \u001b[33m18063.18181818182\u001b[39m,\n",
|
||
" jaguar: \u001b[33m34600\u001b[39m,\n",
|
||
" mitsubishi: \u001b[33m9239.76923076923\u001b[39m,\n",
|
||
" saab: \u001b[33m15223.333333333334\u001b[39m,\n",
|
||
" honda: \u001b[33m8184.692307692308\u001b[39m,\n",
|
||
" audi: \u001b[33m17859.166714285715\u001b[39m,\n",
|
||
" mercury: \u001b[33m16503\u001b[39m,\n",
|
||
" chevrolet: \u001b[33m6007\u001b[39m,\n",
|
||
" dodge: \u001b[33m7875.444444444444\u001b[39m,\n",
|
||
" subaru: \u001b[33m8541.25\u001b[39m,\n",
|
||
" nissan: \u001b[33m10415.666666666666\u001b[39m,\n",
|
||
" isuzu: \u001b[33m8916.5\u001b[39m,\n",
|
||
" \u001b[32m\"alfa-romero\"\u001b[39m: \u001b[33m15498.333333333334\u001b[39m,\n",
|
||
" mazda: \u001b[33m10652.882352941177\u001b[39m,\n",
|
||
" toyota: \u001b[33m9885.8125\u001b[39m,\n",
|
||
" bmw: \u001b[33m26118.75\u001b[39m\n",
|
||
"}"
|
||
]
|
||
},
|
||
"execution_count": 10,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"// map brand name to price\n",
|
||
"avgPricePerBrand = avgPricePerBrand\n",
|
||
" .toRecords()\n",
|
||
" .reduce((acc, rec) => ({ ...acc, [rec.brand]: rec.price }), {});"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 11,
|
||
"id": "9e7dd2b4-4356-41ad-bd1e-20b7938f55f0",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.dataresource+json": {
|
||
"bytes": null,
|
||
"data": [
|
||
{
|
||
"brand_category": "Mid_Range"
|
||
},
|
||
{
|
||
"brand_category": "Mid_Range"
|
||
},
|
||
{
|
||
"brand_category": "Luxury"
|
||
},
|
||
{
|
||
"brand_category": "Luxury"
|
||
},
|
||
{
|
||
"brand_category": "Mid_Range"
|
||
}
|
||
],
|
||
"description": null,
|
||
"dialect": null,
|
||
"encoding": null,
|
||
"format": null,
|
||
"hash": null,
|
||
"homepage": null,
|
||
"licenses": null,
|
||
"mediatype": null,
|
||
"path": null,
|
||
"schema": {
|
||
"fields": [
|
||
{
|
||
"constraints": null,
|
||
"description": null,
|
||
"example": null,
|
||
"format": null,
|
||
"name": "brand_category",
|
||
"rdfType": null,
|
||
"title": null,
|
||
"type": "string"
|
||
}
|
||
],
|
||
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|
||
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|
||
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|
||
},
|
||
"sources": null,
|
||
"title": null
|
||
},
|
||
"text/html": [
|
||
"<table><thead><tr><th>brand_category</th></tr></thead><tbody><tr><td>Mid_Range</td></tr><tr><td>Mid_Range</td></tr><tr><td>Luxury</td></tr><tr><td>Luxury</td></tr><tr><td>Mid_Range</td></tr></tbody></table>"
|
||
]
|
||
},
|
||
"execution_count": 11,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"// create brand categories by budget\n",
|
||
"let brandCategory = df.brand.toArray().map((brand) => {\n",
|
||
" const avgPrice = avgPricePerBrand[brand];\n",
|
||
" return avgPrice < 10000\n",
|
||
" ? \"Budget\"\n",
|
||
" : avgPrice > 20000\n",
|
||
" ? \"Luxury\"\n",
|
||
" : \"Mid_Range\";\n",
|
||
"});\n",
|
||
"let catDf = pl.DataFrame({\n",
|
||
" \"brand_category\": brandCategory,\n",
|
||
"});\n",
|
||
"\n",
|
||
"catDf.sample(5);"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "14930aef-1fc0-4baf-92bf-8a093c3d2e86",
|
||
"metadata": {},
|
||
"source": [
|
||
"Write the cleaned dataset to a new file:"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 12,
|
||
"id": "350c57c7-ec9e-400d-a8e7-19301c720c56",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"outputs": [],
|
||
"source": [
|
||
"df = catDf.hstack(df);\n",
|
||
"df.writeCSV(\"assets/cleaned_car_prices.csv\");"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "0ea22d38-cb20-47a0-8f92-422bc5925abf",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"source": [
|
||
"## Exploratory Data Analysis\n",
|
||
"\n",
|
||
"For plotting we use [@observable/plot](https://observablehq.com/plot) and\n",
|
||
"configured shotcuts for jupyter notebooks imported from\n",
|
||
"[l12.xyz/x/shortcuts](https://l12.xyz/x/shortcuts)."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 13,
|
||
"id": "2fed060e-1785-4dc1-ba44-4bcd5cee92f6",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"[\n",
|
||
" { brand: \"mercury\", brand_count: 1 },\n",
|
||
" { brand: \"renault\", brand_count: 2 },\n",
|
||
" { brand: \"jaguar\", brand_count: 3 },\n",
|
||
" { brand: \"chevrolet\", brand_count: 3 },\n",
|
||
" { brand: \"alfa-romero\", brand_count: 3 },\n",
|
||
" { brand: \"isuzu\", brand_count: 4 },\n",
|
||
" { brand: \"porsche\", brand_count: 5 },\n",
|
||
" { brand: \"saab\", brand_count: 6 },\n",
|
||
" { brand: \"plymouth\", brand_count: 7 },\n",
|
||
" { brand: \"audi\", brand_count: 7 },\n",
|
||
" { brand: \"buick\", brand_count: 8 },\n",
|
||
" { brand: \"bmw\", brand_count: 8 },\n",
|
||
" { brand: \"dodge\", brand_count: 9 },\n",
|
||
" { brand: \"peugeot\", brand_count: 11 },\n",
|
||
" { brand: \"volvo\", brand_count: 11 },\n",
|
||
" { brand: \"subaru\", brand_count: 12 },\n",
|
||
" { brand: \"volkswagen\", brand_count: 12 },\n",
|
||
" { brand: \"mitsubishi\", brand_count: 13 },\n",
|
||
" { brand: \"honda\", brand_count: 13 },\n",
|
||
" { brand: \"mazda\", brand_count: 17 },\n",
|
||
" { brand: \"nissan\", brand_count: 18 },\n",
|
||
" { brand: \"toyota\", brand_count: 32 }\n",
|
||
"]\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/svg+xml": [
|
||
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|
||
" --plot-background: white;\n",
|
||
" display: block;\n",
|
||
" height: auto;\n",
|
||
" height: intrinsic;\n",
|
||
" max-width: 100%;\n",
|
||
"}\n",
|
||
":where(.plot-d6a7b5 text),\n",
|
||
":where(.plot-d6a7b5 tspan) {\n",
|
||
" white-space: pre;\n",
|
||
"}</style><g transform=\"translate(0,9)\" stroke=\"currentColor\" fill=\"none\" aria-hidden=\"true\" aria-label=\"y-axis tick\"><path d=\"M0,0L-6,0\" transform=\"translate(80,26)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,46)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,66)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,86)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,106)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,126)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,146)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,166)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,186)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,206)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,226)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,246)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,266)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,286)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,306)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,326)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,346)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,366)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,386)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,406)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,426)\" /><path d=\"M0,0L-6,0\" transform=\"translate(80,446)\" /></g><g transform=\"translate(-9,9)\" text-anchor=\"end\" aria-label=\"y-axis tick label\"><text transform=\"translate(80,26)\" y=\"0.32em\">toyota</text><text transform=\"translate(80,46)\" y=\"0.32em\">nissan</text><text transform=\"translate(80,66)\" y=\"0.32em\">mazda</text><text transform=\"translate(80,86)\" y=\"0.32em\">honda</text><text transform=\"translate(80,106)\" y=\"0.32em\">mitsubishi</text><text transform=\"translate(80,126)\" y=\"0.32em\">subaru</text><text transform=\"translate(80,146)\" y=\"0.32em\">volkswagen</text><text transform=\"translate(80,166)\" y=\"0.32em\">peugeot</text><text transform=\"translate(80,186)\" y=\"0.32em\">volvo</text><text transform=\"translate(80,206)\" y=\"0.32em\">dodge</text><text transform=\"translate(80,226)\" y=\"0.32em\">bmw</text><text transform=\"translate(80,246)\" y=\"0.32em\">buick</text><text transform=\"translate(80,266)\" y=\"0.32em\">audi</text><text transform=\"translate(80,286)\" y=\"0.32em\">plymouth</text><text transform=\"translate(80,306)\" y=\"0.32em\">saab</text><text transform=\"translate(80,326)\" y=\"0.32em\">porsche</text><text transform=\"translate(80,346)\" y=\"0.32em\">isuzu</text><text transform=\"translate(80,366)\" y=\"0.32em\">alfa-romero</text><text transform=\"translate(80,386)\" y=\"0.32em\">chevrolet</text><text transform=\"translate(80,406)\" y=\"0.32em\">jaguar</text><text transform=\"translate(80,426)\" y=\"0.32em\">renault</text><text transform=\"translate(80,446)\" y=\"0.32em\">mercury</text></g><g transform=\"translate(-77,0)\" aria-label=\"y-axis label\"><text transform=\"translate(80,245) rotate(-90)\" y=\"0.71em\">brand</text></g><g stroke=\"currentColor\" fill=\"none\" aria-hidden=\"true\" aria-label=\"x-axis tick\"><path d=\"M0,0L0,6\" transform=\"translate(80,470)\" /><path d=\"M0,0L0,6\" transform=\"translate(164.375,470)\" /><path d=\"M0,0L0,6\" transform=\"translate(248.75,470)\" /><path d=\"M0,0L0,6\" transform=\"translate(333.125,470)\" /><path d=\"M0,0L0,6\" transform=\"translate(417.5,470)\" /><path d=\"M0,0L0,6\" transform=\"translate(501.875,470)\" /><path d=\"M0,0L0,6\" transform=\"translate(586.25,470)\" /></g><g transform=\"translate(0,9)\" font-variant=\"tabular-nums\" aria-label=\"x-axis tick label\"><text transform=\"translate(80,470)\" y=\"0.71em\">0</text><text transform=\"translate(164.375,470)\" y=\"0.71em\">5</text><text transform=\"translate(248.75,470)\" y=\"0.71em\">10</text><text transform=\"translate(333.125,470)\" y=\"0.71em\">15</text><text transform=\"translate(417.5,470)\" y=\"0.71em\">20</text><text transform=\"translate(501.875,470)\" y=\"0.71em\">25</text><text transform=\"translate(586.25,470)\" y=\"0.71em\">30</text></g><g transform=\"translate(17,27)\" text-anchor=\"end\" aria-label=\"x-axis label\"><text transform=\"translate(620,470)\">brand_count →</text></g><g aria-label=\"bar\"><rect height=\"18\" y=\"446\" width=\"16.875\" x=\"80\" /><rect height=\"18\" y=\"426\" width=\"33.75\" x=\"80\" /><rect height=\"18\" y=\"406\" width=\"50.625\" x=\"80\" /><rect height=\"18\" y=\"386\" width=\"50.625\" x=\"80\" /><rect height=\"18\" y=\"366\" width=\"50.625\" x=\"80\" /><rect height=\"18\" y=\"346\" width=\"67.5\" x=\"80\" /><rect height=\"18\" y=\"326\" width=\"84.375\" x=\"80\" /><rect height=\"18\" y=\"306\" width=\"101.25\" x=\"80\" /><rect height=\"18\" y=\"286\" width=\"118.125\" x=\"80\" /><rect height=\"18\" y=\"266\" width=\"118.125\" x=\"80\" /><rect height=\"18\" y=\"246\" width=\"135\" x=\"80\" /><rect height=\"18\" y=\"226\" width=\"135\" x=\"80\" /><rect height=\"18\" y=\"206\" width=\"151.875\" x=\"80\" /><rect height=\"18\" y=\"166\" width=\"185.625\" x=\"80\" /><rect height=\"18\" y=\"186\" width=\"185.625\" x=\"80\" /><rect height=\"18\" y=\"126\" width=\"202.5\" x=\"80\" /><rect height=\"18\" y=\"146\" width=\"202.5\" x=\"80\" /><rect height=\"18\" y=\"106\" width=\"219.375\" x=\"80\" /><rect height=\"18\" y=\"86\" width=\"219.375\" x=\"80\" /><rect height=\"18\" y=\"66\" width=\"286.875\" x=\"80\" /><rect height=\"18\" y=\"46\" width=\"303.75\" x=\"80\" /><rect height=\"18\" y=\"26\" width=\"540\" x=\"80\" /></g></svg>"
|
||
]
|
||
},
|
||
"execution_count": 13,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"import { document, Plot } from \"https://l12.xyz/x/shortcuts/raw/plots.ts\";\n",
|
||
"\n",
|
||
"const brandCountRecords = brandCount.toRecords();\n",
|
||
"console.log(brandCountRecords);\n",
|
||
"const brandCountPlot = Plot.plot({\n",
|
||
" marginLeft: 80,\n",
|
||
" style: {\n",
|
||
" backgroundColor: \"#fff\",\n",
|
||
" },\n",
|
||
" x: { padding: 0.4 },\n",
|
||
" marks: [\n",
|
||
" Plot.barX(brandCountRecords, {\n",
|
||
" x: \"brand_count\",\n",
|
||
" y: \"brand\",\n",
|
||
" sort: { y: \"x\", order: \"descending\" },\n",
|
||
" }),\n",
|
||
" ],\n",
|
||
" document,\n",
|
||
"});\n",
|
||
"await display(brandCountPlot);"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 14,
|
||
"id": "e21f5bdf-a5a8-43b2-855b-0eb079656da7",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"[\n",
|
||
" \u001b[32m\"wheelbase\"\u001b[39m, \u001b[32m\"carlength\"\u001b[39m,\n",
|
||
" \u001b[32m\"carwidth\"\u001b[39m, \u001b[32m\"carheight\"\u001b[39m,\n",
|
||
" \u001b[32m\"curbweight\"\u001b[39m, \u001b[32m\"enginesize\"\u001b[39m,\n",
|
||
" \u001b[32m\"boreratio\"\u001b[39m, \u001b[32m\"stroke\"\u001b[39m,\n",
|
||
" \u001b[32m\"compressionratio\"\u001b[39m, \u001b[32m\"horsepower\"\u001b[39m,\n",
|
||
" \u001b[32m\"peakrpm\"\u001b[39m, \u001b[32m\"citympg\"\u001b[39m,\n",
|
||
" \u001b[32m\"highwaympg\"\u001b[39m\n",
|
||
"]"
|
||
]
|
||
},
|
||
"execution_count": 14,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"let numericColumns = df.columns.filter((col) =>\n",
|
||
" df[col].isNumeric() && col !== \"price\"\n",
|
||
");\n",
|
||
"numericColumns;"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "1c8d3b90-b4b1-4da6-9e7c-f8fd7cffb77d",
|
||
"metadata": {},
|
||
"source": [
|
||
"Sometimes we can get some intuitive insight seeing the data plotted from\n",
|
||
"different dimensions. It is an optional step, but it might help to get some\n",
|
||
"assumtions about the relationships in the dataset. Below is an example for\n",
|
||
"drawing plots side-by-side."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 15,
|
||
"id": "9a82f623-b39a-473a-91b9-0a0347c64c63",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/html": [
|
||
"\n",
|
||
" <section style=\"display:grid;grid-template-columns: repeat(3, 1fr);\">\n",
|
||
" <img title=\"wheelbase / price\" src='data:image/svg+xml;base64,<svg xmlns="http://www.w3.org/2000/svg" style="background-color:#fff" viewBox="0 0 640 450" height="450" width="640" text-anchor="middle" font-size="10" font-family="system-ui, sans-serif" fill="currentColor" class="plot-d6a7b5"><style>:where(.plot-d6a7b5) {
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" </section>\n",
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" "
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
|
||
"import { sideBySidePlot } from \"https://l12.xyz/x/shortcuts/raw/plots.ts\";\n",
|
||
"\n",
|
||
"let records = df.toRecords();\n",
|
||
"\n",
|
||
"const plt = sideBySidePlot({\n",
|
||
" x: numericColumns,\n",
|
||
" y: [\"price\"],\n",
|
||
" marks: [\n",
|
||
" (x, y) => Plot.dot(records, { x, y }),\n",
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||
" (x, y) => Plot.linearRegressionY(records, { x, y, stroke: \"red\" }),\n",
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||
" ],\n",
|
||
" cols: 3,\n",
|
||
"});\n",
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||
"\n",
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||
"await display(\n",
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" plt,\n",
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");"
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]
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"editable": true,
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||
"slide_type": ""
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||
},
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"tags": []
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||
},
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||
"source": [
|
||
"Let's view the list of top features that have high correlation coefficient. The\n",
|
||
"pearsonCorr() function calculates the Pearson'r correlation coefficients with\n",
|
||
"respect to the 'price'."
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||
]
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||
},
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||
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"Variable": "enginesize",
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"idx (price)": 0.8741448025245117
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"Variable": "curbweight",
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"Variable": "wheelbase",
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"Variable": "boreratio",
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"Variable": "stroke",
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"Variable": "compressionratio",
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"Variable": "peakrpm",
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},
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{
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"Variable": "citympg",
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"Variable": "highwaympg",
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"text/html": [
|
||
"<table><thead><tr><th>Variable</th><th>idx (price)</th></tr></thead><tbody><tr><td>enginesize</td><td>0.8741448025245117</td></tr><tr><td>curbweight</td><td>0.8353048793372955</td></tr><tr><td>horsepower</td><td>0.8081388225362217</td></tr><tr><td>carwidth</td><td>0.7593252997414263</td></tr><tr><td>carlength</td><td>0.6829200156779843</td></tr><tr><td>wheelbase</td><td>0.5778155982921477</td></tr><tr><td>boreratio</td><td>0.5531732367984261</td></tr><tr><td>carheight</td><td>0.11933622657047727</td></tr><tr><td>stroke</td><td>0.07944308388192935</td></tr><tr><td>compressionratio</td><td>0.06798350579944248</td></tr><tr><td>peakrpm</td><td>-0.0852671502778569</td></tr><tr><td>citympg</td><td>-0.6857513360270401</td></tr><tr><td>highwaympg</td><td>-0.6975990916465564</td></tr></tbody></table>"
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]
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||
},
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||
"execution_count": 16,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
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||
}
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||
],
|
||
"source": [
|
||
"// we select pearon's idx from dataframe for all numeric cols,\n",
|
||
"// then we transpose result so that columns become rows,\n",
|
||
"// then we sort by the idx column\n",
|
||
"df.select(\n",
|
||
" ...numericColumns.map((col) => pl.pearsonCorr(col, \"price\")),\n",
|
||
")\n",
|
||
" .transpose({\n",
|
||
" columnNames: [\"idx (price)\"],\n",
|
||
" headerName: \"Variable\",\n",
|
||
" includeHeader: true,\n",
|
||
" })\n",
|
||
" .sort(\"idx (price)\", true);"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "63bc6b92-5ab9-43e0-a957-57d895bc60f9",
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"metadata": {
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"editable": true,
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"slideshow": {
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||
"slide_type": ""
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||
},
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||
"tags": []
|
||
},
|
||
"source": [
|
||
"### Linearity Assumption\n",
|
||
"\n",
|
||
"Linear regression needs the relationship between independent variable and the\n",
|
||
"dependent variable to be linear. We can test this assumption with some scatter\n",
|
||
"plots and regression lines.\n",
|
||
"\n",
|
||
"** Here we use the same side-by-side plot shortcut, but for selected varisbles\n",
|
||
"with high correlation coefficent."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
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||
"id": "2d5a635a-c819-4989-9818-a1927363993d",
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y="0.32em">45,000</text></g><g transform="translate(-47,-47)" text-anchor="start" aria-label="y-axis label"><text transform="translate(50,50)" y="0.71em">↑ price</text></g><g stroke-opacity="0.1" stroke="currentColor" aria-hidden="true" aria-label="x-grid"><line y2="400" y1="50" x2="129.47169811320754" x1="129.47169811320754" /><line y2="400" y1="50" x2="231.35849056603774" x1="231.35849056603774" /><line y2="400" y1="50" x2="333.2452830188679" x1="333.2452830188679" /><line y2="400" y1="50" x2="435.1320754716981" x1="435.1320754716981" /><line y2="400" y1="50" x2="537.0188679245283" x1="537.0188679245283" /></g><g stroke="currentColor" fill="none" aria-hidden="true" aria-label="x-axis tick"><path d="M0,0L0,6" transform="translate(129.47169811320754,400)" /><path d="M0,0L0,6" transform="translate(231.35849056603774,400)" /><path d="M0,0L0,6" transform="translate(333.2452830188679,400)" /><path d="M0,0L0,6" transform="translate(435.1320754716981,400)" /><path d="M0,0L0,6" 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" </section>\n",
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" "
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]
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},
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||
"execution_count": 17,
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||
"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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||
"const plt = sideBySidePlot({\n",
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||
" x: [\"enginesize\", \"curbweight\", \"horsepower\", \"carwidth\"],\n",
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||
" y: [\"price\"],\n",
|
||
" marks: [\n",
|
||
" (x, y) => Plot.dot(records, { x, y }),\n",
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||
" (x, y) => Plot.linearRegressionY(records, { x, y, stroke: \"red\" }),\n",
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||
" ],\n",
|
||
" cols: 2,\n",
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||
"});\n",
|
||
"\n",
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||
"await display(\n",
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||
" plt,\n",
|
||
");"
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]
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||
},
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||
{
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||
"cell_type": "markdown",
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||
"id": "0a351f17-309b-444b-b4a8-26500b077e47",
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"metadata": {
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"editable": true,
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"slideshow": {
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||
"slide_type": ""
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},
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"tags": []
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||
},
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||
"source": [
|
||
"### Homoscedasticity\n",
|
||
"\n",
|
||
"The assumption of homoscedasticity (constant variance), is crucial to linear\n",
|
||
"regression models. Homoscedasticity describes a situation in which the error\n",
|
||
"term or variance or the \"noise\" or random disturbance in the relationship\n",
|
||
"between the independent variables and the dependent variable is the same across\n",
|
||
"all values of the independent variable. In other words, there is a constant\n",
|
||
"variance present in the response variable as the predictor variable increases.\n",
|
||
"If the \"noise\" is not the same across the values of an independent variable, we\n",
|
||
"call it heteroscedasticity, opposite of homoscedasticity.\n",
|
||
"\n",
|
||
"#### Residuals\n",
|
||
"\n",
|
||
"Next we apply residual expression to 'price' and 'enginesize' varibles in order\n",
|
||
"to check this assumption.\n",
|
||
"[The residuals function](https://l12.xyz/x/shortcuts/src/branch/main/expr.ts)\n",
|
||
"uses mean squared."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 18,
|
||
"id": "fc9a31c3-6ac0-4058-b5bb-341eb1c40dd1",
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||
"metadata": {
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||
"editable": true,
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||
"slideshow": {
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||
"slide_type": ""
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||
},
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||
"tags": []
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||
},
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"outputs": [
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||
{
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||
"data": {
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"image/svg+xml": [
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" --plot-background: white;\n",
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" display: block;\n",
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" height: auto;\n",
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" height: intrinsic;\n",
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" max-width: 100%;\n",
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"}\n",
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":where(.plot-d6a7b5 text),\n",
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":where(.plot-d6a7b5 tspan) {\n",
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" white-space: pre;\n",
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"}</style><g stroke=\"currentColor\" fill=\"none\" aria-hidden=\"true\" aria-label=\"y-axis tick\"><path d=\"M0,0L-6,0\" transform=\"translate(40,360.676690955552)\" /><path d=\"M0,0L-6,0\" transform=\"translate(40,332.6045058220467)\" /><path d=\"M0,0L-6,0\" transform=\"translate(40,304.5323206885414)\" /><path d=\"M0,0L-6,0\" transform=\"translate(40,276.4601355550362)\" /><path d=\"M0,0L-6,0\" transform=\"translate(40,248.3879504215309)\" /><path d=\"M0,0L-6,0\" transform=\"translate(40,220.31576528802563)\" /><path d=\"M0,0L-6,0\" transform=\"translate(40,192.24358015452034)\" /><path d=\"M0,0L-6,0\" transform=\"translate(40,164.17139502101506)\" /><path d=\"M0,0L-6,0\" transform=\"translate(40,136.0992098875098)\" /><path d=\"M0,0L-6,0\" transform=\"translate(40,108.02702475400451)\" /><path d=\"M0,0L-6,0\" transform=\"translate(40,79.95483962049926)\" /><path d=\"M0,0L-6,0\" transform=\"translate(40,51.882654486993985)\" /><path d=\"M0,0L-6,0\" transform=\"translate(40,23.810469353488706)\" /></g><g transform=\"translate(-9,0)\" font-variant=\"tabular-nums\" text-anchor=\"end\" aria-label=\"y-axis tick label\"><text transform=\"translate(40,360.676690955552)\" y=\"0.32em\">−10,000</text><text transform=\"translate(40,332.6045058220467)\" y=\"0.32em\">−8,000</text><text transform=\"translate(40,304.5323206885414)\" y=\"0.32em\">−6,000</text><text transform=\"translate(40,276.4601355550362)\" y=\"0.32em\">−4,000</text><text transform=\"translate(40,248.3879504215309)\" y=\"0.32em\">−2,000</text><text transform=\"translate(40,220.31576528802563)\" y=\"0.32em\">0</text><text transform=\"translate(40,192.24358015452034)\" y=\"0.32em\">2,000</text><text transform=\"translate(40,164.17139502101506)\" y=\"0.32em\">4,000</text><text transform=\"translate(40,136.0992098875098)\" y=\"0.32em\">6,000</text><text transform=\"translate(40,108.02702475400451)\" y=\"0.32em\">8,000</text><text transform=\"translate(40,79.95483962049926)\" y=\"0.32em\">10,000</text><text transform=\"translate(40,51.882654486993985)\" y=\"0.32em\">12,000</text><text transform=\"translate(40,23.810469353488706)\" y=\"0.32em\">14,000</text></g><g transform=\"translate(-37,-17)\" text-anchor=\"start\" aria-label=\"y-axis label\"><text transform=\"translate(40,20)\" y=\"0.71em\">↑ price</text></g><g stroke=\"currentColor\" fill=\"none\" aria-hidden=\"true\" aria-label=\"x-axis tick\"><path d=\"M0,0L0,6\" transform=\"translate(125.35849056603774,370)\" /><path d=\"M0,0L0,6\" transform=\"translate(234.79245283018867,370)\" /><path d=\"M0,0L0,6\" transform=\"translate(344.22641509433964,370)\" /><path d=\"M0,0L0,6\" transform=\"translate(453.6603773584905,370)\" /><path d=\"M0,0L0,6\" transform=\"translate(563.0943396226415,370)\" /></g><g transform=\"translate(0,9)\" font-variant=\"tabular-nums\" aria-label=\"x-axis tick label\"><text transform=\"translate(125.35849056603774,370)\" y=\"0.71em\">100</text><text 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]
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||
},
|
||
"execution_count": 18,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
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||
}
|
||
],
|
||
"source": [
|
||
"import { residuals } from \"https://l12.xyz/x/shortcuts/raw/expr.ts\";\n",
|
||
"\n",
|
||
"let residualDf = df.select(\n",
|
||
" \"enginesize\",\n",
|
||
" residuals(pl.col(\"enginesize\"), pl.col(\"price\")),\n",
|
||
");\n",
|
||
"\n",
|
||
"let residPlot = Plot.plot({\n",
|
||
" x: \"enginesize\",\n",
|
||
" y: \"price\",\n",
|
||
" marks: [\n",
|
||
" Plot.dot(residualDf.toRecords(), { x: \"enginesize\", y: \"price\" }),\n",
|
||
" Plot.ruleY([0], { stroke: \"#ccc\" }),\n",
|
||
" ],\n",
|
||
" document,\n",
|
||
"});\n",
|
||
"\n",
|
||
"await display(residPlot);"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "29a0ec4e-084c-4af6-9af6-a14ae5cee4e7",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"source": [
|
||
"From the above plot, we can tell the error variance across the true line is\n",
|
||
"dispersed somewhat not uniformly, but in a funnel like shape. So, the assumption\n",
|
||
"of the _homoscedasticity_ is more likely not met."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "33d787f3-2a7b-421c-9d9b-a86719a92f9a",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"source": [
|
||
"## Normality\n",
|
||
"\n",
|
||
"The linear regression analysis requires the dependent variable, 'price', to be\n",
|
||
"normally distributed. A histogram, box plot, or a Q-Q-Plot can check if the\n",
|
||
"target variable is normally distributed. The goodness of fit test, e.g., the\n",
|
||
"Kolmogorov-Smirnov test can check for normality in the dependent variable.\n",
|
||
"[This documentation](https://towardsdatascience.com/normality-tests-in-python-31e04aa4f411)\n",
|
||
"contains more information on the normality assumption.\n",
|
||
"\n",
|
||
"Let's display all three charts to show how our target variable, 'price' behaves."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 19,
|
||
"id": "b94d0d8d-ae95-41f5-b17f-0ab9b3aa27ec",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/html": [
|
||
"\n",
|
||
" <section style=\"display:flex;flex-direction: column; gap: 1em;\">\n",
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" <div style=\"gap:0.5em; display:flex; flex-direction: row; border: 1px solid black;\">\n",
|
||
" <img src=\"data:image/svg+xml;base64,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\" style=\"width: 100%;\">\n",
|
||
" <img src=\"data:image/svg+xml;base64,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\" style=\"width: 65%\">\n",
|
||
" </div>\n",
|
||
" <div style=\"padding:1em; border: 1px solid black;\">\n",
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||
" <img src=\"data:image/svg+xml;base64,<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" class="marks" width="581" height="242" viewBox="0 0 581 242"><rect width="581" height="242" fill="white"/><g fill="none" stroke-miterlimit="10" transform="translate(75,5)"><g class="mark-group role-frame root" role="graphics-object" aria-roledescription="group mark container"><g transform="translate(0,0)"><path class="background" aria-hidden="true" d="M0.5,0.5h500v200h-500Z" stroke="#ddd"/><g><g class="mark-group role-axis" aria-hidden="true"><g transform="translate(0.5,200.5)"><path class="background" aria-hidden="true" d="M0,0h0v0h0Z" pointer-events="none"/><g><g class="mark-rule role-axis-grid" pointer-events="none"><line transform="translate(0,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(42,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(83,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(125,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(167,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(208,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(250,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(292,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(333,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(375,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(417,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(458,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(500,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/></g></g><path class="foreground" aria-hidden="true" d="" pointer-events="none" display="none"/></g></g><g class="mark-group role-axis" aria-hidden="true"><g transform="translate(0.5,0.5)"><path class="background" aria-hidden="true" d="M0,0h0v0h0Z" pointer-events="none"/><g><g class="mark-rule role-axis-grid" pointer-events="none"><line transform="translate(0,180)" x2="500" y2="0" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(0,140)" x2="500" y2="0" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(0,100)" x2="500" y2="0" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(0,60)" x2="500" y2="0" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(0,20)" x2="500" y2="0" stroke="#ddd" stroke-width="1" opacity="1"/></g></g><path class="foreground" aria-hidden="true" d="" pointer-events="none" display="none"/></g></g><g class="mark-group role-axis" role="graphics-symbol" aria-roledescription="axis" aria-label="X-axis titled 'Theoretical Quantiles→' for a linear scale with values from −3 to 3"><g transform="translate(0.5,200.5)"><path class="background" aria-hidden="true" d="M0,0h0v0h0Z" pointer-events="none"/><g><g class="mark-rule role-axis-tick" pointer-events="none"><line transform="translate(0,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(42,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(83,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(125,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(167,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(208,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(250,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(292,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(333,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(375,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(417,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(458,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(500,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/></g><g class="mark-text role-axis-label" pointer-events="none"><text text-anchor="start" transform="translate(0,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">−3.0</text><text text-anchor="middle" transform="translate(41.666666666666664,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="0">−2.5</text><text text-anchor="middle" transform="translate(83.33333333333333,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">−2.0</text><text text-anchor="middle" transform="translate(125,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="0">−1.5</text><text text-anchor="middle" transform="translate(166.66666666666666,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">−1.0</text><text text-anchor="middle" transform="translate(208.33333333333334,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="0">−0.5</text><text text-anchor="middle" transform="translate(250,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">0.0</text><text text-anchor="middle" transform="translate(291.6666666666667,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="0">0.5</text><text text-anchor="middle" transform="translate(333.3333333333333,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">1.0</text><text text-anchor="middle" transform="translate(375,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="0">1.5</text><text text-anchor="middle" transform="translate(416.6666666666667,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">2.0</text><text text-anchor="middle" transform="translate(458.3333333333333,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="0">2.5</text><text text-anchor="end" transform="translate(500,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">3.0</text></g><g class="mark-rule role-axis-domain" pointer-events="none"><line transform="translate(0,0)" x2="500" y2="0" stroke="#888" stroke-width="1" opacity="1"/></g><g class="mark-text role-axis-title" pointer-events="none"><text text-anchor="middle" transform="translate(250,30)" font-family="sans-serif" font-size="11px" font-weight="bold" fill="#000" opacity="1">Theoretical Quantiles→</text></g></g><path class="foreground" aria-hidden="true" d="" pointer-events="none" display="none"/></g></g><g class="mark-group role-axis" role="graphics-symbol" aria-roledescription="axis" aria-label="Y-axis titled 'Ordered Values→' for a linear scale with values from −5,000 to 45,000"><g transform="translate(0.5,0.5)"><path class="background" aria-hidden="true" d="M0,0h0v0h0Z" pointer-events="none"/><g><g class="mark-rule role-axis-tick" pointer-events="none"><line transform="translate(0,180)" x2="-5" y2="0" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(0,140)" x2="-5" y2="0" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(0,100)" x2="-5" y2="0" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(0,60)" x2="-5" y2="0" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(0,20)" x2="-5" y2="0" stroke="#888" stroke-width="1" opacity="1"/></g><g class="mark-text role-axis-label" pointer-events="none"><text text-anchor="end" transform="translate(-7,183)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">0</text><text text-anchor="end" transform="translate(-7,143)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">10,000</text><text text-anchor="end" transform="translate(-7,103)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">20,000</text><text text-anchor="end" transform="translate(-7,63.00000000000001)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">30,000</text><text text-anchor="end" transform="translate(-7,22.999999999999996)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">40,000</text></g><g class="mark-rule role-axis-domain" pointer-events="none"><line transform="translate(0,200)" x2="0" y2="-200" stroke="#888" stroke-width="1" opacity="1"/></g><g class="mark-text role-axis-title" pointer-events="none"><text text-anchor="middle" transform="translate(-59,100) rotate(-90) translate(0,-2)" font-family="sans-serif" font-size="11px" font-weight="bold" fill="#000" opacity="1">Ordered Values→</text></g></g><path class="foreground" aria-hidden="true" d="" pointer-events="none" display="none"/></g></g><g class="mark-symbol role-mark layer_0_marks" role="graphics-object" aria-roledescription="symbol mark container"><path aria-label="Theoretical Quantiles→: −2.57582930355; Ordered Values→: 5151.88" role="graphics-symbol" aria-roledescription="circle" transform="translate(35.34755803759163,159.39247999999998)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −2.17009037758; Ordered Values→: 5350.46" role="graphics-symbol" aria-roledescription="circle" transform="translate(69.15913520128665,158.59816)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.95996398454; Ordered Values→: 5409" role="graphics-symbol" aria-roledescription="circle" transform="translate(86.66966795499549,158.364)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.81191067295; Ordered Values→: 5572" role="graphics-symbol" aria-roledescription="circle" transform="translate(99.00744392061685,157.71200000000002)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.69539771027; Ordered Values→: 6111.92" role="graphics-symbol" aria-roledescription="circle" transform="translate(108.71685747732197,155.55232)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.59819313992; Ordered Values→: 6229" role="graphics-symbol" aria-roledescription="circle" transform="translate(116.8172383397652,155.084)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.51410188762; Ordered Values→: 6306.18" role="graphics-symbol" aria-roledescription="circle" transform="translate(123.82484269839301,154.77528)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.43953147094; Ordered Values→: 6407.6" role="graphics-symbol" aria-roledescription="circle" transform="translate(130.03904408846205,154.3696)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.372203809; Ordered Values→: 6501.94" role="graphics-symbol" aria-roledescription="circle" transform="translate(135.64968258343953,153.99224)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.31057911217; Ordered Values→: 6603.12" role="graphics-symbol" aria-roledescription="circle" transform="translate(140.78507398598924,153.58752)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.25356543847; Ordered Values→: 6678.66" role="graphics-symbol" aria-roledescription="circle" transform="translate(145.53621346079578,153.28536)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.20035885803; Ordered Values→: 6693.38" role="graphics-symbol" aria-roledescription="circle" transform="translate(149.97009516409506,153.22648)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.15034938038; Ordered Values→: 6790" role="graphics-symbol" aria-roledescription="circle" transform="translate(154.13755163533267,152.84)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.1030625562; Ordered Values→: 6852.24" role="graphics-symbol" aria-roledescription="circle" transform="translate(158.07812031670025,152.59104)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.05812161768; Ordered Values→: 6929.6" role="graphics-symbol" aria-roledescription="circle" transform="translate(161.8231985262686,152.2816)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.01522203322; Ordered Values→: 7028.68" role="graphics-symbol" aria-roledescription="circle" transform="translate(165.398163898581,151.88528)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.974113877059; Ordered Values→: 7116.82" role="graphics-symbol" aria-roledescription="circle" transform="translate(168.82384357839095,151.53272)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.934589291073; Ordered Values→: 7177.3" role="graphics-symbol" aria-roledescription="circle" transform="translate(172.11755907721002,151.2908)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.896473364002; Ordered Values→: 7295" role="graphics-symbol" aria-roledescription="circle" transform="translate(175.29388633317367,150.82)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.859617364242; Ordered Values→: 7338" role="graphics-symbol" aria-roledescription="circle" transform="translate(178.3652196465074,150.648)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.823893630339; Ordered Values→: 7450.76" role="graphics-symbol" aria-roledescription="circle" transform="translate(181.3421974717869,150.19696)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.789191652658; Ordered Values→: 7588.44" role="graphics-symbol" aria-roledescription="circle" transform="translate(184.23402894514814,149.64624)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.75541502636; Ordered Values→: 7609" role="graphics-symbol" aria-roledescription="circle" transform="translate(187.0487478032942,149.564)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.722479051928; Ordered Values→: 7735.06" role="graphics-symbol" aria-roledescription="circle" transform="translate(189.7934123393281,149.05976)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.690308823933; Ordered Values→: 7775" role="graphics-symbol" aria-roledescription="circle" transform="translate(192.4742646722472,148.89999999999998)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.658837692736; Ordered Values→: 7800.92" role="graphics-symbol" aria-roledescription="circle" transform="translate(195.09685893865102,148.79632)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.628006014438; Ordered Values→: 7898" role="graphics-symbol" aria-roledescription="circle" transform="translate(197.6661654635359,148.40800000000002)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.597760126042; Ordered Values→: 7957" role="graphics-symbol" aria-roledescription="circle" transform="translate(200.1866561631268,148.17200000000003)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.568051498339; Ordered Values→: 7977.8" role="graphics-symbol" aria-roledescription="circle" transform="translate(202.66237513841813,148.0888)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.538836030278; Ordered Values→: 8001.52" role="graphics-symbol" aria-roledescription="circle" transform="translate(205.0969974767958,147.99392)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.510073456969; Ordered Values→: 8086.82" role="graphics-symbol" aria-roledescription="circle" transform="translate(207.49387858595045,147.65272000000002)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.481726849585; Ordered Values→: 8206.18" role="graphics-symbol" aria-roledescription="circle" transform="translate(209.85609586793916,147.17528)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.45376219017; Ordered Values→: 8281.7" role="graphics-symbol" aria-roledescription="circle" transform="translate(212.18648415251008,146.87320000000003)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.426148007841; Ordered Values→: 8464.64" role="graphics-symbol" aria-roledescription="circle" transform="translate(214.4876660132268,146.14144)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.398855065642; Ordered Values→: 8496.52" role="graphics-symbol" aria-roledescription="circle" transform="translate(216.76207786313861,146.01391999999998)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.371856089385; Ordered Values→: 8650.4" role="graphics-symbol" aria-roledescription="circle" transform="translate(219.0119925512438,145.3984)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.34512553147; Ordered Values→: 8845" role="graphics-symbol" aria-roledescription="circle" transform="translate(221.2395390441273,144.62)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.318639363964; Ordered Values→: 8916.5" role="graphics-symbol" aria-roledescription="circle" transform="translate(223.4467196696354,144.334)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.292374896227; Ordered Values→: 8921" role="graphics-symbol" aria-roledescription="circle" transform="translate(225.635425314433,144.316)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.266310613204; Ordered Values→: 8948.58" role="graphics-symbol" aria-roledescription="circle" transform="translate(227.80744889965877,144.20568)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.240426031142; Ordered Values→: 9180.56" role="graphics-symbol" aria-roledescription="circle" transform="translate(229.9644974048077,143.27776)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.214701568002; Ordered Values→: 9271.86" role="graphics-symbol" aria-roledescription="circle" transform="translate(232.1082026665213,142.91255999999998)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.189118426273; Ordered Values→: 9290.2" role="graphics-symbol" aria-roledescription="circle" transform="translate(234.24013114393398,142.8392)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.163658486233; Ordered Values→: 9443.78" role="graphics-symbol" aria-roledescription="circle" transform="translate(236.3617928139049,142.22488)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.138304207961; Ordered Values→: 9546.58" role="graphics-symbol" aria-roledescription="circle" transform="translate(238.47464933654965,141.81368)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.113038540645; Ordered Values→: 9848.92" role="graphics-symbol" aria-roledescription="circle" transform="translate(240.58012161295292,140.60432)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.0878448378959; Ordered Values→: 9959.86" role="graphics-symbol" aria-roledescription="circle" transform="translate(242.67959684201068,140.16055999999998)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.0627067779432; Ordered Values→: 9987.2" role="graphics-symbol" aria-roledescription="circle" transform="translate(244.77443517139886,140.0512)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.0376082876613; Ordered Values→: 9994.64" role="graphics-symbol" aria-roledescription="circle" transform="translate(246.8659760282287,140.02143999999998)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.0125334695081; Ordered Values→: 10244.06" role="graphics-symbol" aria-roledescription="circle" transform="translate(248.9555442076609,139.02376)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.0125334695081; Ordered Values→: 10350" role="graphics-symbol" aria-roledescription="circle" transform="translate(251.04445579233908,138.60000000000002)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.0376082876613; Ordered Values→: 10703.82" role="graphics-symbol" aria-roledescription="circle" transform="translate(253.1340239717713,137.18472)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.0627067779432; Ordered Values→: 10902.7" role="graphics-symbol" aria-roledescription="circle" transform="translate(255.22556482860114,136.3892)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.0878448378959; Ordered Values→: 11069.14" role="graphics-symbol" aria-roledescription="circle" transform="translate(257.32040315798935,135.72344)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.113038540645; Ordered Values→: 11245.54" role="graphics-symbol" aria-roledescription="circle" transform="translate(259.4198783870471,135.01783999999998)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.138304207961; Ordered Values→: 11322.8" role="graphics-symbol" aria-roledescription="circle" transform="translate(261.5253506634504,134.7088)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.163658486233; Ordered Values→: 11620.74" role="graphics-symbol" aria-roledescription="circle" transform="translate(263.63820718609514,133.51704)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.189118426273; Ordered Values→: 11846.5" role="graphics-symbol" aria-roledescription="circle" transform="translate(265.7598688560661,132.614)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.214701568002; Ordered Values→: 11991.8" role="graphics-symbol" aria-roledescription="circle" transform="translate(267.89179733347873,132.0328)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.240426031142; Ordered Values→: 12347" role="graphics-symbol" aria-roledescription="circle" transform="translate(270.0355025951923,130.612)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.266310613204; Ordered Values→: 12685.7" role="graphics-symbol" aria-roledescription="circle" transform="translate(272.19255110034123,129.25719999999998)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.292374896227; Ordered Values→: 12942.3" role="graphics-symbol" aria-roledescription="circle" transform="translate(274.364574685567,128.2308)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.318639363964; Ordered Values→: 13082" role="graphics-symbol" aria-roledescription="circle" transform="translate(276.5532803303646,127.67200000000001)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.34512553147; Ordered Values→: 13359.8" role="graphics-symbol" aria-roledescription="circle" transform="translate(278.7604609558727,126.5608)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.371856089385; Ordered Values→: 13497.32" role="graphics-symbol" aria-roledescription="circle" transform="translate(280.98800744875626,126.01071999999999)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.398855065642; Ordered Values→: 13589.52" role="graphics-symbol" aria-roledescription="circle" transform="translate(283.2379221368614,125.64191999999998)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.426148007841; Ordered Values→: 13854.9" role="graphics-symbol" aria-roledescription="circle" transform="translate(285.51233398677317,124.5804)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.45376219017; Ordered Values→: 14264.3" role="graphics-symbol" aria-roledescription="circle" transform="translate(287.81351584749,122.94279999999995)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.481726849585; Ordered Values→: 14770.2" role="graphics-symbol" aria-roledescription="circle" transform="translate(290.14390413206087,120.91919999999999)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.510073456969; Ordered Values→: 15203.8" role="graphics-symbol" aria-roledescription="circle" transform="translate(292.5061214140496,119.18479999999998)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.538836030278; Ordered Values→: 15567.4" role="graphics-symbol" aria-roledescription="circle" transform="translate(294.9030025232042,117.73039999999999)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.568051498339; Ordered Values→: 15683.7" role="graphics-symbol" aria-roledescription="circle" transform="translate(297.3376248615819,117.26520000000002)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.597760126042; Ordered Values→: 15961.5" role="graphics-symbol" aria-roledescription="circle" transform="translate(299.8133438368732,116.154)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.628006014438; Ordered Values→: 16404.08" role="graphics-symbol" aria-roledescription="circle" transform="translate(302.3338345364641,114.38368000000001)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.658837692736; Ordered Values→: 16500" role="graphics-symbol" aria-roledescription="circle" transform="translate(304.90314106134895,114.00000000000001)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.690308823933; Ordered Values→: 16515.86" role="graphics-symbol" aria-roledescription="circle" transform="translate(307.5257353277528,113.93656000000001)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.722479051928; Ordered Values→: 16633.9" role="graphics-symbol" aria-roledescription="circle" transform="translate(310.20658766067186,113.4644)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.75541502636; Ordered Values→: 16850.5" role="graphics-symbol" aria-roledescription="circle" transform="translate(312.95125219670575,112.598)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.789191652658; Ordered Values→: 16946" role="graphics-symbol" aria-roledescription="circle" transform="translate(315.7659710548519,112.21599999999998)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.823893630339; Ordered Values→: 17244.18" role="graphics-symbol" aria-roledescription="circle" transform="translate(318.65780252821315,111.02327999999999)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.859617364242; Ordered Values→: 17678.02" role="graphics-symbol" aria-roledescription="circle" transform="translate(321.63478035349266,109.28792)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.896473364002; Ordered Values→: 17882.78358" role="graphics-symbol" aria-roledescription="circle" transform="translate(324.7061136668264,108.46886568000001)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.934589291073; Ordered Values→: 18150" role="graphics-symbol" aria-roledescription="circle" transform="translate(327.88244092279,107.39999999999998)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.974113877059; Ordered Values→: 18301.76" role="graphics-symbol" aria-roledescription="circle" transform="translate(331.1761564216091,106.79295999999998)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.01522203322; Ordered Values→: 18406.98" role="graphics-symbol" aria-roledescription="circle" transform="translate(334.601836101419,106.37208)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.05812161768; Ordered Values→: 18746" role="graphics-symbol" aria-roledescription="circle" transform="translate(338.17680147373136,105.01599999999999)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.1030625562; Ordered Values→: 18993.7" role="graphics-symbol" aria-roledescription="circle" transform="translate(341.9218796832997,104.0252)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.15034938038; Ordered Values→: 20334.5" role="graphics-symbol" aria-roledescription="circle" transform="translate(345.86244836466733,98.662)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.20035885803; Ordered Values→: 21310.2" role="graphics-symbol" aria-roledescription="circle" transform="translate(350.029904835905,94.75920000000002)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.25356543847; Ordered Values→: 22280.16" role="graphics-symbol" aria-roledescription="circle" transform="translate(354.46378653920425,90.87935999999996)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.31057911217; Ordered Values→: 23400" role="graphics-symbol" aria-roledescription="circle" transform="translate(359.21492601401076,86.39999999999996)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.372203809; Ordered Values→: 25216.42" role="graphics-symbol" aria-roledescription="circle" transform="translate(364.35031741656053,79.13432)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.43953147094; Ordered Values→: 28226.4" role="graphics-symbol" aria-roledescription="circle" transform="translate(369.960955911538,67.0944)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.51410188762; Ordered Values→: 31233.97" role="graphics-symbol" aria-roledescription="circle" transform="translate(376.175157301607,55.06412)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.59819313992; Ordered Values→: 32107" role="graphics-symbol" aria-roledescription="circle" transform="translate(383.18276166023486,51.571999999999996)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.69539771027; Ordered Values→: 33758" role="graphics-symbol" aria-roledescription="circle" transform="translate(391.2831425226781,44.967999999999876)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.81191067295; Ordered Values→: 34933.92" role="graphics-symbol" aria-roledescription="circle" transform="translate(400.99255607938306,40.26432000000006)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.95996398454; Ordered Values→: 35955" role="graphics-symbol" aria-roledescription="circle" transform="translate(413.3303320450045,36.17999999999999)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 2.17009037758; Ordered Values→: 37019.12" role="graphics-symbol" aria-roledescription="circle" transform="translate(430.84086479871337,31.923519999999982)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 2.57582930355; Ordered Values→: 41307.9" role="graphics-symbol" aria-roledescription="circle" transform="translate(464.6524419624084,14.768400000000014)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/></g><g class="mark-line role-mark layer_1_marks" role="graphics-object" aria-roledescription="line mark container"><path aria-label="norm: −2.57582930355; value: −4861.46684017" role="graphics-symbol" aria-roledescription="line mark" d="M35.348,199.446L464.652,54.945" stroke="red" stroke-width="2"/></g></g><path class="foreground" aria-hidden="true" d="" display="none"/></g></g></g></svg>\" style=\"width: 100%\">\n",
|
||
" </div>\n",
|
||
" </section>\n",
|
||
" "
|
||
]
|
||
},
|
||
"execution_count": 19,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"import { threeChart } from \"https://l12.xyz/x/shortcuts/raw/plots.ts\";\n",
|
||
"\n",
|
||
"await display(threeChart(records, \"price\"));"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "81fe890e-56c4-4076-b57c-38fe438c0ead",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"source": [
|
||
"These three charts above can tell us a lot about our target variable:\n",
|
||
"\n",
|
||
"- Our target variable, 'price' is not normally distributed\n",
|
||
"- Our target variable is right-skewed\n",
|
||
"- There are some outliers in the variable\n",
|
||
"\n",
|
||
"The right-skewed plot means that most prices in the dataset are on the lower end\n",
|
||
"(below 15,000). The 'max' value is very far from the '75%' quantile statistic.\n",
|
||
"All these plots show that the assumption for accurate linear regression modeling\n",
|
||
"is not met.\n",
|
||
"\n",
|
||
"Next, we will perform the log transformation to correct our target variable and\n",
|
||
"to make it more normally distributed."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 20,
|
||
"id": "20b0317a-5807-4f28-9008-8540e5ee056a",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"\u001b[33m0.8006648595531076\u001b[39m"
|
||
]
|
||
},
|
||
"execution_count": 20,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"import { ShapiroWilkW } from \"https://l12.xyz/x/shortcuts/raw/shapiro.ts\";\n",
|
||
"\n",
|
||
"ShapiroWilkW(df.price.sort());"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 21,
|
||
"id": "8f8c6044-d3a1-4f8e-89ba-365fea3fbd8b",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/html": [
|
||
"\n",
|
||
" <section style=\"display:flex;flex-direction: column; gap: 1em;\">\n",
|
||
" <div style=\"gap:0.5em; display:flex; flex-direction: row; border: 1px solid black;\">\n",
|
||
" <img 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style=\"width: 100%;\">\n",
|
||
" <img src=\"data:image/svg+xml;base64,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\" style=\"width: 65%\">\n",
|
||
" </div>\n",
|
||
" <div style=\"padding:1em; border: 1px solid black;\">\n",
|
||
" <img src=\"data:image/svg+xml;base64,<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" class="marks" width="549" height="242" viewBox="0 0 549 242"><rect width="549" height="242" fill="white"/><g fill="none" stroke-miterlimit="10" transform="translate(43,5)"><g class="mark-group role-frame root" role="graphics-object" aria-roledescription="group mark container"><g transform="translate(0,0)"><path class="background" aria-hidden="true" d="M0.5,0.5h500v200h-500Z" stroke="#ddd"/><g><g class="mark-group role-axis" aria-hidden="true"><g transform="translate(0.5,200.5)"><path class="background" aria-hidden="true" d="M0,0h0v0h0Z" pointer-events="none"/><g><g class="mark-rule role-axis-grid" pointer-events="none"><line transform="translate(0,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(42,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(83,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(125,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(167,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(208,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(250,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(292,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(333,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(375,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(417,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(458,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(500,-200)" x2="0" y2="200" stroke="#ddd" stroke-width="1" opacity="1"/></g></g><path class="foreground" aria-hidden="true" d="" pointer-events="none" display="none"/></g></g><g class="mark-group role-axis" aria-hidden="true"><g transform="translate(0.5,0.5)"><path class="background" aria-hidden="true" d="M0,0h0v0h0Z" pointer-events="none"/><g><g class="mark-rule role-axis-grid" pointer-events="none"><line transform="translate(0,200)" x2="500" y2="0" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(0,164)" x2="500" y2="0" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(0,127)" x2="500" y2="0" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(0,91)" x2="500" y2="0" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(0,55)" x2="500" y2="0" stroke="#ddd" stroke-width="1" opacity="1"/><line transform="translate(0,18)" x2="500" y2="0" stroke="#ddd" stroke-width="1" opacity="1"/></g></g><path class="foreground" aria-hidden="true" d="" pointer-events="none" display="none"/></g></g><g class="mark-group role-axis" role="graphics-symbol" aria-roledescription="axis" aria-label="X-axis titled 'Theoretical Quantiles→' for a linear scale with values from −3 to 3"><g transform="translate(0.5,200.5)"><path class="background" aria-hidden="true" d="M0,0h0v0h0Z" pointer-events="none"/><g><g class="mark-rule role-axis-tick" pointer-events="none"><line transform="translate(0,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(42,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(83,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(125,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(167,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(208,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(250,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(292,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(333,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(375,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(417,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(458,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(500,0)" x2="0" y2="5" stroke="#888" stroke-width="1" opacity="1"/></g><g class="mark-text role-axis-label" pointer-events="none"><text text-anchor="start" transform="translate(0,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">−3.0</text><text text-anchor="middle" transform="translate(41.666666666666664,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="0">−2.5</text><text text-anchor="middle" transform="translate(83.33333333333333,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">−2.0</text><text text-anchor="middle" transform="translate(125,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="0">−1.5</text><text text-anchor="middle" transform="translate(166.66666666666666,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">−1.0</text><text text-anchor="middle" transform="translate(208.33333333333334,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="0">−0.5</text><text text-anchor="middle" transform="translate(250,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">0.0</text><text text-anchor="middle" transform="translate(291.6666666666667,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="0">0.5</text><text text-anchor="middle" transform="translate(333.3333333333333,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">1.0</text><text text-anchor="middle" transform="translate(375,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="0">1.5</text><text text-anchor="middle" transform="translate(416.6666666666667,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">2.0</text><text text-anchor="middle" transform="translate(458.3333333333333,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="0">2.5</text><text text-anchor="end" transform="translate(500,15)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">3.0</text></g><g class="mark-rule role-axis-domain" pointer-events="none"><line transform="translate(0,0)" x2="500" y2="0" stroke="#888" stroke-width="1" opacity="1"/></g><g class="mark-text role-axis-title" pointer-events="none"><text text-anchor="middle" transform="translate(250,30)" font-family="sans-serif" font-size="11px" font-weight="bold" fill="#000" opacity="1">Theoretical Quantiles→</text></g></g><path class="foreground" aria-hidden="true" d="" pointer-events="none" display="none"/></g></g><g class="mark-group role-axis" role="graphics-symbol" aria-roledescription="axis" aria-label="Y-axis titled 'Ordered Values→' for a linear scale with values from 0 to 11"><g transform="translate(0.5,0.5)"><path class="background" aria-hidden="true" d="M0,0h0v0h0Z" pointer-events="none"/><g><g class="mark-rule role-axis-tick" pointer-events="none"><line transform="translate(0,200)" x2="-5" y2="0" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(0,164)" x2="-5" y2="0" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(0,127)" x2="-5" y2="0" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(0,91)" x2="-5" y2="0" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(0,55)" x2="-5" y2="0" stroke="#888" stroke-width="1" opacity="1"/><line transform="translate(0,18)" x2="-5" y2="0" stroke="#888" stroke-width="1" opacity="1"/></g><g class="mark-text role-axis-label" pointer-events="none"><text text-anchor="end" transform="translate(-7,203)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">0</text><text text-anchor="end" transform="translate(-7,166.63636363636363)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">2</text><text text-anchor="end" transform="translate(-7,130.27272727272725)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">4</text><text text-anchor="end" transform="translate(-7,93.90909090909092)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">6</text><text text-anchor="end" transform="translate(-7,57.54545454545454)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">8</text><text text-anchor="end" transform="translate(-7,21.181818181818187)" font-family="sans-serif" font-size="10px" fill="#000" opacity="1">10</text></g><g class="mark-rule role-axis-domain" pointer-events="none"><line transform="translate(0,200)" x2="0" y2="-200" stroke="#888" stroke-width="1" opacity="1"/></g><g class="mark-text role-axis-title" pointer-events="none"><text text-anchor="middle" transform="translate(-27,100) rotate(-90) translate(0,-2)" font-family="sans-serif" font-size="11px" font-weight="bold" fill="#000" opacity="1">Ordered Values→</text></g></g><path class="foreground" aria-hidden="true" d="" pointer-events="none" display="none"/></g></g><g class="mark-symbol role-mark layer_0_marks" role="graphics-object" aria-roledescription="symbol mark container"><path aria-label="Theoretical Quantiles→: −2.57582930355; Ordered Values→: 8.54711626464" role="graphics-symbol" aria-roledescription="circle" transform="translate(35.34755803759163,44.59788609736472)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −2.17009037758; Ordered Values→: 8.584936169" role="graphics-symbol" aria-roledescription="circle" transform="translate(69.15913520128665,43.910251472644845)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.95996398454; Ordered Values→: 8.59580428085" role="graphics-symbol" aria-roledescription="circle" transform="translate(86.66966795499549,43.71264943914108)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.81191067295; Ordered Values→: 8.6255093349" role="graphics-symbol" aria-roledescription="circle" transform="translate(99.00744392061685,43.172557547278245)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.69539771027; Ordered Values→: 8.71797889868" role="graphics-symbol" aria-roledescription="circle" transform="translate(108.71685747732197,41.49129275120564)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.59819313992; Ordered Values→: 8.73697108525" role="graphics-symbol" aria-roledescription="circle" transform="translate(116.8172383397652,41.145980268106456)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.51410188762; Ordered Values→: 8.74928092086" role="graphics-symbol" aria-roledescription="circle" transform="translate(123.82484269839301,40.922165075285896)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.43953147094; Ordered Values→: 8.76521356936" role="graphics-symbol" aria-roledescription="circle" transform="translate(130.03904408846205,40.63248055716948)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.372203809; Ordered Values→: 8.77985141743" role="graphics-symbol" aria-roledescription="circle" transform="translate(135.64968258343953,40.36633786493964)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.31057911217; Ordered Values→: 8.795282775" role="graphics-symbol" aria-roledescription="circle" transform="translate(140.78507398598924,40.085767727246676)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.25356543847; Ordered Values→: 8.80667120361" role="graphics-symbol" aria-roledescription="circle" transform="translate(145.53621346079578,39.87870538888076)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.20035885803; Ordered Values→: 8.80887423228" role="graphics-symbol" aria-roledescription="circle" transform="translate(149.97009516409506,39.838650322268144)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.15034938038; Ordered Values→: 8.82320594943" role="graphics-symbol" aria-roledescription="circle" transform="translate(154.13755163533267,39.57807364677988)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.1030625562; Ordered Values→: 8.83233078987" role="graphics-symbol" aria-roledescription="circle" transform="translate(158.07812031670025,39.41216745692544)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.05812161768; Ordered Values→: 8.84355635556" role="graphics-symbol" aria-roledescription="circle" transform="translate(161.8231985262686,39.20806626261799)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −1.01522203322; Ordered Values→: 8.85774441919" role="graphics-symbol" aria-roledescription="circle" transform="translate(165.398163898581,38.95010146926581)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.974113877059; Ordered Values→: 8.8702146592" role="graphics-symbol" aria-roledescription="circle" transform="translate(168.82384357839095,38.723369832676234)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.934589291073; Ordered Values→: 8.87866881738" role="graphics-symbol" aria-roledescription="circle" transform="translate(172.11755907721002,38.569657865771426)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.896473364002; Ordered Values→: 8.89494446096" role="graphics-symbol" aria-roledescription="circle" transform="translate(175.29388633317367,38.27373707351116)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.859617364242; Ordered Values→: 8.90081761117" role="graphics-symbol" aria-roledescription="circle" transform="translate(178.3652196465074,38.16695252414766)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.823893630339; Ordered Values→: 8.91606514837" role="graphics-symbol" aria-roledescription="circle" transform="translate(181.3421974717869,37.88972457502147)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.789191652658; Ordered Values→: 8.93436993332" role="graphics-symbol" aria-roledescription="circle" transform="translate(184.23402894514814,37.556910303297286)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.75541502636; Ordered Values→: 8.93708703618" role="graphics-symbol" aria-roledescription="circle" transform="translate(187.0487478032942,37.507508433154136)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.722479051928; Ordered Values→: 8.95351738405" role="graphics-symbol" aria-roledescription="circle" transform="translate(189.7934123393281,37.20877483551342)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.690308823933; Ordered Values→: 8.95866873705" role="graphics-symbol" aria-roledescription="circle" transform="translate(192.4742646722472,37.115113871864835)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.658837692736; Ordered Values→: 8.96199548188" role="graphics-symbol" aria-roledescription="circle" transform="translate(195.09685893865102,37.05462760222395)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.628006014438; Ordered Values→: 8.97436484185" role="graphics-symbol" aria-roledescription="circle" transform="translate(197.6661654635359,36.82973014824371)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.597760126042; Ordered Values→: 8.98180732338" role="graphics-symbol" aria-roledescription="circle" transform="translate(200.1866561631268,36.69441230222665)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.568051498339; Ordered Values→: 8.98441758532" role="graphics-symbol" aria-roledescription="circle" transform="translate(202.66237513841813,36.646952994197335)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.538836030278; Ordered Values→: 8.98738657686" role="graphics-symbol" aria-roledescription="circle" transform="translate(205.0969974767958,36.592971329889345)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.510073456969; Ordered Values→: 8.99796847453" role="graphics-symbol" aria-roledescription="circle" transform="translate(207.49387858595045,36.40057319044636)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.481726849585; Ordered Values→: 9.01264017097" role="graphics-symbol" aria-roledescription="circle" transform="translate(209.85609586793916,36.13381507326117)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.45376219017; Ordered Values→: 9.0217854148" role="graphics-symbol" aria-roledescription="circle" transform="translate(212.18648415251008,35.96753791263871)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.426148007841; Ordered Values→: 9.0436494559" role="graphics-symbol" aria-roledescription="circle" transform="translate(214.4876660132268,35.57000989278309)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.398855065642; Ordered Values→: 9.04741192078" role="graphics-symbol" aria-roledescription="circle" transform="translate(216.76207786313861,35.50160144045058)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.371856089385; Ordered Values→: 9.06528226775" role="graphics-symbol" aria-roledescription="circle" transform="translate(219.0119925512438,35.1766860408953)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.34512553147; Ordered Values→: 9.08760760659" role="graphics-symbol" aria-roledescription="circle" transform="translate(221.2395390441273,34.770770789202054)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.318639363964; Ordered Values→: 9.09565877189" role="graphics-symbol" aria-roledescription="circle" transform="translate(223.4467196696354,34.624385965589674)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.292374896227; Ordered Values→: 9.09616332691" role="graphics-symbol" aria-roledescription="circle" transform="translate(225.635425314433,34.6152122379312)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.266310613204; Ordered Values→: 9.09925013794" role="graphics-symbol" aria-roledescription="circle" transform="translate(227.80744889965877,34.559088401049685)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.240426031142; Ordered Values→: 9.12481680166" role="graphics-symbol" aria-roledescription="circle" transform="translate(229.9644974048077,34.094239969802295)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.214701568002; Ordered Values→: 9.13473870983" role="graphics-symbol" aria-roledescription="circle" transform="translate(232.1082026665213,33.91384163937978)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.189118426273; Ordered Values→: 9.13671504851" role="graphics-symbol" aria-roledescription="circle" transform="translate(234.24013114393398,33.877908208821175)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.163658486233; Ordered Values→: 9.15306945779" role="graphics-symbol" aria-roledescription="circle" transform="translate(236.3617928139049,33.580555312955205)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.138304207961; Ordered Values→: 9.16393814019" role="graphics-symbol" aria-roledescription="circle" transform="translate(238.47464933654965,33.38294290563717)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.113038540645; Ordered Values→: 9.19506666019" role="graphics-symbol" aria-roledescription="circle" transform="translate(240.58012161295292,32.81696981470581)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.0878448378959; Ordered Values→: 9.20631829365" role="graphics-symbol" aria-roledescription="circle" transform="translate(242.67959684201068,32.61239466094432)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.0627067779432; Ordered Values→: 9.20905952319" role="graphics-symbol" aria-roledescription="circle" transform="translate(244.77443517139886,32.562554123813655)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.0376082876613; Ordered Values→: 9.20980421811" role="graphics-symbol" aria-roledescription="circle" transform="translate(246.8659760282287,32.549014216175266)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: −0.0125334695081; Ordered Values→: 9.23445309749" role="graphics-symbol" aria-roledescription="circle" transform="translate(248.9555442076609,32.1008527728756)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.0125334695081; Ordered Values→: 9.24473616779" role="graphics-symbol" aria-roledescription="circle" transform="translate(251.04445579233908,31.91388785836182)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.0376082876613; Ordered Values→: 9.27835366244" role="graphics-symbol" aria-roledescription="circle" transform="translate(253.1340239717713,31.30266068286076)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.0627067779432; Ordered Values→: 9.29676490962" role="graphics-symbol" aria-roledescription="circle" transform="translate(255.22556482860114,30.967910734101167)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.0878448378959; Ordered Values→: 9.31190520524" role="graphics-symbol" aria-roledescription="circle" transform="translate(257.32040315798935,30.692632632032236)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.113038540645; Ordered Values→: 9.32772687933" role="graphics-symbol" aria-roledescription="circle" transform="translate(259.4198783870471,30.404965830333076)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.138304207961; Ordered Values→: 9.33451791755" role="graphics-symbol" aria-roledescription="circle" transform="translate(261.5253506634504,30.281492408149813)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.163658486233; Ordered Values→: 9.36053974864" role="graphics-symbol" aria-roledescription="circle" transform="translate(263.63820718609514,29.8083682065166)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.189118426273; Ordered Values→: 9.37978772558" role="graphics-symbol" aria-roledescription="circle" transform="translate(265.7598688560661,29.458404989381748)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.214701568002; Ordered Values→: 9.39192175144" role="graphics-symbol" aria-roledescription="circle" transform="translate(267.89179733347873,29.237786337463923)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.240426031142; Ordered Values→: 9.42115104478" role="graphics-symbol" aria-roledescription="circle" transform="translate(270.0355025951923,28.70634464038808)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.266310613204; Ordered Values→: 9.44821687538" role="graphics-symbol" aria-roledescription="circle" transform="translate(272.19255110034123,28.214238629418276)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.292374896227; Ordered Values→: 9.46825627716" role="graphics-symbol" aria-roledescription="circle" transform="translate(274.364574685567,27.84988586990844)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.318639363964; Ordered Values→: 9.47895183642" role="graphics-symbol" aria-roledescription="circle" transform="translate(276.5532803303646,27.655421156037274)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.34512553147; Ordered Values→: 9.49999545164" role="graphics-symbol" aria-roledescription="circle" transform="translate(278.7604609558727,27.272809970259516)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.371856089385; Ordered Values→: 9.5102464155" role="graphics-symbol" aria-roledescription="circle" transform="translate(280.98800744875626,27.086428809036313)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.398855065642; Ordered Values→: 9.51704056584" role="graphics-symbol" aria-roledescription="circle" transform="translate(283.2379221368614,26.96289880291516)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.426148007841; Ordered Values→: 9.53639410812" role="graphics-symbol" aria-roledescription="circle" transform="translate(285.51233398677317,26.611016216060147)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.45376219017; Ordered Values→: 9.56541026327" role="graphics-symbol" aria-roledescription="circle" transform="translate(287.81351584749,26.083449758715595)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.481726849585; Ordered Values→: 9.60030270805" role="graphics-symbol" aria-roledescription="circle" transform="translate(290.14390413206087,25.44904167183033)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.510073456969; Ordered Values→: 9.62928422144" role="graphics-symbol" aria-roledescription="circle" transform="translate(292.5061214140496,24.92210506475312)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.538836030278; Ordered Values→: 9.65293276804" role="graphics-symbol" aria-roledescription="circle" transform="translate(294.9030025232042,24.49213149020013)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.568051498339; Ordered Values→: 9.66037673918" role="graphics-symbol" aria-roledescription="circle" transform="translate(297.3376248615819,24.35678656036899)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.597760126042; Ordered Values→: 9.67792501977" role="graphics-symbol" aria-roledescription="circle" transform="translate(299.8133438368732,24.03772691327406)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.628006014438; Ordered Values→: 9.70526549797" role="graphics-symbol" aria-roledescription="circle" transform="translate(302.3338345364641,23.540627309564343)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.658837692736; Ordered Values→: 9.71111565989" role="graphics-symbol" aria-roledescription="circle" transform="translate(304.90314106134895,23.434260729296884)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.690308823933; Ordered Values→: 9.71207634402" role="graphics-symbol" aria-roledescription="circle" transform="translate(307.5257353277528,23.416793745047904)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.722479051928; Ordered Values→: 9.719197631" role="graphics-symbol" aria-roledescription="circle" transform="translate(310.20658766067186,23.28731580002872)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.75541502636; Ordered Values→: 9.73213513035" role="graphics-symbol" aria-roledescription="circle" transform="translate(312.95125219670575,23.052088539132654)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.789191652658; Ordered Values→: 9.73778239991" role="graphics-symbol" aria-roledescription="circle" transform="translate(315.7659710548519,22.94941091067877)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.823893630339; Ordered Values→: 9.75521443467" role="graphics-symbol" aria-roledescription="circle" transform="translate(318.65780252821315,22.63246482425041)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.859617364242; Ordered Values→: 9.78007687785" role="graphics-symbol" aria-roledescription="circle" transform="translate(321.63478035349266,22.180420402692747)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.896473364002; Ordered Values→: 9.79159123989" role="graphics-symbol" aria-roledescription="circle" transform="translate(324.7061136668264,21.97106836556051)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.934589291073; Ordered Values→: 9.80642583969" role="graphics-symbol" aria-roledescription="circle" transform="translate(327.88244092279,21.701348369218245)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 0.974113877059; Ordered Values→: 9.81475113805" role="graphics-symbol" aria-roledescription="circle" transform="translate(331.1761564216091,21.54997930821445)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.01522203322; Ordered Values→: 9.82048506619" role="graphics-symbol" aria-roledescription="circle" transform="translate(334.601836101419,21.44572606927506)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.05812161768; Ordered Values→: 9.83870453338" role="graphics-symbol" aria-roledescription="circle" transform="translate(338.17680147373136,21.114463029518603)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.1030625562; Ordered Values→: 9.85185951798" role="graphics-symbol" aria-roledescription="circle" transform="translate(341.9218796832997,20.875281491353583)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.15034938038; Ordered Values→: 9.91958563796" role="graphics-symbol" aria-roledescription="circle" transform="translate(345.86244836466733,19.643897491706163)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.20035885803; Ordered Values→: 9.96690157873" role="graphics-symbol" aria-roledescription="circle" transform="translate(350.029904835905,18.783607659408254)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.25356543847; Ordered Values→: 10.0114016352" role="graphics-symbol" aria-roledescription="circle" transform="translate(354.46378653920425,17.974515722749395)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.31057911217; Ordered Values→: 10.0601521346" role="graphics-symbol" aria-roledescription="circle" transform="translate(359.21492601401076,17.088143007777724)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.372203809; Ordered Values→: 10.1350772757" role="graphics-symbol" aria-roledescription="circle" transform="translate(364.35031741656053,15.72586771518003)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.43953147094; Ordered Values→: 10.2480123055" role="graphics-symbol" aria-roledescription="circle" transform="translate(369.960955911538,13.672503535517233)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.51410188762; Ordered Values→: 10.3492208407" role="graphics-symbol" aria-roledescription="circle" transform="translate(376.175157301607,11.832348351089816)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.59819313992; Ordered Values→: 10.3767939192" role="graphics-symbol" aria-roledescription="circle" transform="translate(383.18276166023486,11.33101965016079)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.69539771027; Ordered Values→: 10.4268241516" role="graphics-symbol" aria-roledescription="circle" transform="translate(391.2831425226781,10.421379061549075)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.81191067295; Ordered Values→: 10.46117559" role="graphics-symbol" aria-roledescription="circle" transform="translate(400.99255607938306,9.796807454479062)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 1.95996398454; Ordered Values→: 10.4900163392" role="graphics-symbol" aria-roledescription="circle" transform="translate(413.3303320450045,9.272430196044334)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 2.17009037758; Ordered Values→: 10.5191893631" role="graphics-symbol" aria-roledescription="circle" transform="translate(430.84086479871337,8.74201157970711)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/><path aria-label="Theoretical Quantiles→: 2.57582930355; Ordered Values→: 10.6288083161" role="graphics-symbol" aria-roledescription="circle" transform="translate(464.6524419624084,6.748939706420964)" d="M4.472,0A4.472,4.472,0,1,1,-4.472,0A4.472,4.472,0,1,1,4.472,0" fill="#4c78a8" stroke-width="2" opacity="0.7"/></g><g class="mark-line role-mark layer_1_marks" role="graphics-object" aria-roledescription="line mark container"><path aria-label="norm: −2.57582930355; value: 8.09793078739" role="graphics-symbol" aria-roledescription="line mark" d="M35.348,52.765L464.652,7.125" stroke="red" stroke-width="2"/></g></g><path class="foreground" aria-hidden="true" d="" display="none"/></g></g></g></svg>\" style=\"width: 100%\">\n",
|
||
" </div>\n",
|
||
" </section>\n",
|
||
" "
|
||
]
|
||
},
|
||
"execution_count": 21,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"let log2df = df.select(pl.col(\"price\").log());\n",
|
||
"\n",
|
||
"await display(threeChart(log2df.toRecords(), \"price\"));"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 22,
|
||
"id": "9bdeba3c-2eac-44bc-8601-8241c5bfe502",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"\u001b[33m0.948674582545282\u001b[39m"
|
||
]
|
||
},
|
||
"execution_count": 22,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"ShapiroWilkW(log2df.price.sort());"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "09a9d9c0-7fb6-4353-91f8-4899520b36d7",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"source": [
|
||
"## Data Encoding"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 23,
|
||
"id": "79f05578-b839-4278-afb1-0123c1d32d17",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.dataresource+json": {
|
||
"bytes": null,
|
||
"data": [
|
||
{
|
||
"aspiration": "std",
|
||
"boreratio": 3.47,
|
||
"brand": "alfa-romero",
|
||
"brand_category": "Mid_Range",
|
||
"carbody": "convertible",
|
||
"carheight": 48.8,
|
||
"carlength": 168.8,
|
||
"carwidth": 64.1,
|
||
"citympg": 21,
|
||
"compressionratio": 9,
|
||
"curbweight": 2548,
|
||
"cylindernumber": "four",
|
||
"doornumber": "two",
|
||
"drivewheel": "rwd",
|
||
"enginelocation": "front",
|
||
"enginesize": 130,
|
||
"enginetype": "dohc",
|
||
"fuelsystem": "mpfi",
|
||
"fueltype": "gas",
|
||
"highwaympg": 27,
|
||
"horsepower": 111,
|
||
"peakrpm": 5000,
|
||
"price": 13495,
|
||
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|
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|
||
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||
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|
||
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|
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|
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|
||
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|
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|
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|
||
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|
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|
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|
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|
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|
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|
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|
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"text/html": [
|
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"<table><thead><tr><th>brand_category</th><th>brand</th><th>fueltype</th><th>aspiration</th><th>doornumber</th><th>carbody</th><th>drivewheel</th><th>enginelocation</th><th>wheelbase</th><th>carlength</th><th>carwidth</th><th>carheight</th><th>curbweight</th><th>enginetype</th><th>cylindernumber</th><th>enginesize</th><th>fuelsystem</th><th>boreratio</th><th>stroke</th><th>compressionratio</th><th>horsepower</th><th>peakrpm</th><th>citympg</th><th>highwaympg</th><th>price</th></tr></thead><tbody><tr><td>Mid_Range</td><td>alfa-romero</td><td>gas</td><td>std</td><td>two</td><td>convertible</td><td>rwd</td><td>front</td><td>88.6</td><td>168.8</td><td>64.1</td><td>48.8</td><td>2548</td><td>dohc</td><td>four</td><td>130</td><td>mpfi</td><td>3.47</td><td>2.68</td><td>9</td><td>111</td><td>5000</td><td>21</td><td>27</td><td>13495</td></tr><tr><td>Mid_Range</td><td>alfa-romero</td><td>gas</td><td>std</td><td>two</td><td>convertible</td><td>rwd</td><td>front</td><td>88.6</td><td>168.8</td><td>64.1</td><td>48.8</td><td>2548</td><td>dohc</td><td>four</td><td>130</td><td>mpfi</td><td>3.47</td><td>2.68</td><td>9</td><td>111</td><td>5000</td><td>21</td><td>27</td><td>16500</td></tr><tr><td>Mid_Range</td><td>alfa-romero</td><td>gas</td><td>std</td><td>two</td><td>hatchback</td><td>rwd</td><td>front</td><td>94.5</td><td>171.2</td><td>65.5</td><td>52.4</td><td>2823</td><td>ohcv</td><td>six</td><td>152</td><td>mpfi</td><td>2.68</td><td>3.47</td><td>9</td><td>154</td><td>5000</td><td>19</td><td>26</td><td>16500</td></tr><tr><td>Mid_Range</td><td>audi</td><td>gas</td><td>std</td><td>four</td><td>sedan</td><td>fwd</td><td>front</td><td>99.8</td><td>176.6</td><td>66.2</td><td>54.3</td><td>2337</td><td>ohc</td><td>four</td><td>109</td><td>mpfi</td><td>3.19</td><td>3.4</td><td>10</td><td>102</td><td>5500</td><td>24</td><td>30</td><td>13950</td></tr><tr><td>Mid_Range</td><td>audi</td><td>gas</td><td>std</td><td>four</td><td>sedan</td><td>4wd</td><td>front</td><td>99.4</td><td>176.6</td><td>66.4</td><td>54.3</td><td>2824</td><td>ohc</td><td>five</td><td>136</td><td>mpfi</td><td>3.19</td><td>3.4</td><td>8</td><td>115</td><td>5500</td><td>18</td><td>22</td><td>17450</td></tr></tbody></table>"
|
||
]
|
||
},
|
||
"execution_count": 23,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
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}
|
||
],
|
||
"source": [
|
||
"let carData = pl.readCSV(\n",
|
||
" await Deno.readTextFile(\"assets/cleaned_car_prices.csv\"),\n",
|
||
" { sep: \",\" },\n",
|
||
");\n",
|
||
"\n",
|
||
"carData.head(5);"
|
||
]
|
||
},
|
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{
|
||
"cell_type": "markdown",
|
||
"id": "af6eb67c-574a-430a-a04c-24d0ef9f35fa",
|
||
"metadata": {},
|
||
"source": [
|
||
"We'll drop some unnecessary columns:"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 24,
|
||
"id": "e2df0c3f-dbc0-4820-b807-373ce3787645",
|
||
"metadata": {
|
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"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"application/vnd.dataresource+json": {
|
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"bytes": null,
|
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"data": [
|
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{
|
||
"aspiration": "std",
|
||
"boreratio": 3.47,
|
||
"brand_category": "Mid_Range",
|
||
"carheight": 48.8,
|
||
"carlength": 168.8,
|
||
"carwidth": 64.1,
|
||
"citympg": 21,
|
||
"curbweight": 2548,
|
||
"cylindernumber": "four",
|
||
"doornumber": "two",
|
||
"drivewheel": "rwd",
|
||
"enginesize": 130,
|
||
"enginetype": "dohc",
|
||
"fuelsystem": "mpfi",
|
||
"fueltype": "gas",
|
||
"highwaympg": 27,
|
||
"horsepower": 111,
|
||
"price": 13495,
|
||
"wheelbase": 88.6
|
||
},
|
||
{
|
||
"aspiration": "std",
|
||
"boreratio": 3.47,
|
||
"brand_category": "Mid_Range",
|
||
"carheight": 48.8,
|
||
"carlength": 168.8,
|
||
"carwidth": 64.1,
|
||
"citympg": 21,
|
||
"curbweight": 2548,
|
||
"cylindernumber": "four",
|
||
"doornumber": "two",
|
||
"drivewheel": "rwd",
|
||
"enginesize": 130,
|
||
"enginetype": "dohc",
|
||
"fuelsystem": "mpfi",
|
||
"fueltype": "gas",
|
||
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|
||
"horsepower": 111,
|
||
"price": 16500,
|
||
"wheelbase": 88.6
|
||
},
|
||
{
|
||
"aspiration": "std",
|
||
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|
||
"brand_category": "Mid_Range",
|
||
"carheight": 52.4,
|
||
"carlength": 171.2,
|
||
"carwidth": 65.5,
|
||
"citympg": 19,
|
||
"curbweight": 2823,
|
||
"cylindernumber": "six",
|
||
"doornumber": "two",
|
||
"drivewheel": "rwd",
|
||
"enginesize": 152,
|
||
"enginetype": "ohcv",
|
||
"fuelsystem": "mpfi",
|
||
"fueltype": "gas",
|
||
"highwaympg": 26,
|
||
"horsepower": 154,
|
||
"price": 16500,
|
||
"wheelbase": 94.5
|
||
},
|
||
{
|
||
"aspiration": "std",
|
||
"boreratio": 3.19,
|
||
"brand_category": "Mid_Range",
|
||
"carheight": 54.3,
|
||
"carlength": 176.6,
|
||
"carwidth": 66.2,
|
||
"citympg": 24,
|
||
"curbweight": 2337,
|
||
"cylindernumber": "four",
|
||
"doornumber": "four",
|
||
"drivewheel": "fwd",
|
||
"enginesize": 109,
|
||
"enginetype": "ohc",
|
||
"fuelsystem": "mpfi",
|
||
"fueltype": "gas",
|
||
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|
||
"horsepower": 102,
|
||
"price": 13950,
|
||
"wheelbase": 99.8
|
||
},
|
||
{
|
||
"aspiration": "std",
|
||
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|
||
"brand_category": "Mid_Range",
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"<table><thead><tr><th>brand_category</th><th>fueltype</th><th>aspiration</th><th>doornumber</th><th>drivewheel</th><th>wheelbase</th><th>carlength</th><th>carwidth</th><th>carheight</th><th>curbweight</th><th>enginetype</th><th>cylindernumber</th><th>enginesize</th><th>fuelsystem</th><th>boreratio</th><th>horsepower</th><th>citympg</th><th>highwaympg</th><th>price</th></tr></thead><tbody><tr><td>Mid_Range</td><td>gas</td><td>std</td><td>two</td><td>rwd</td><td>88.6</td><td>168.8</td><td>64.1</td><td>48.8</td><td>2548</td><td>dohc</td><td>four</td><td>130</td><td>mpfi</td><td>3.47</td><td>111</td><td>21</td><td>27</td><td>13495</td></tr><tr><td>Mid_Range</td><td>gas</td><td>std</td><td>two</td><td>rwd</td><td>88.6</td><td>168.8</td><td>64.1</td><td>48.8</td><td>2548</td><td>dohc</td><td>four</td><td>130</td><td>mpfi</td><td>3.47</td><td>111</td><td>21</td><td>27</td><td>16500</td></tr><tr><td>Mid_Range</td><td>gas</td><td>std</td><td>two</td><td>rwd</td><td>94.5</td><td>171.2</td><td>65.5</td><td>52.4</td><td>2823</td><td>ohcv</td><td>six</td><td>152</td><td>mpfi</td><td>2.68</td><td>154</td><td>19</td><td>26</td><td>16500</td></tr><tr><td>Mid_Range</td><td>gas</td><td>std</td><td>four</td><td>fwd</td><td>99.8</td><td>176.6</td><td>66.2</td><td>54.3</td><td>2337</td><td>ohc</td><td>four</td><td>109</td><td>mpfi</td><td>3.19</td><td>102</td><td>24</td><td>30</td><td>13950</td></tr><tr><td>Mid_Range</td><td>gas</td><td>std</td><td>four</td><td>4wd</td><td>99.4</td><td>176.6</td><td>66.4</td><td>54.3</td><td>2824</td><td>ohc</td><td>five</td><td>136</td><td>mpfi</td><td>3.19</td><td>115</td><td>18</td><td>22</td><td>17450</td></tr></tbody></table>"
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"let carDataGeneralized = carData.drop(\n",
|
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" \"brand\",\n",
|
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" \"carbody\",\n",
|
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" \"enginelocation\",\n",
|
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" \"stroke\",\n",
|
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" \"compressionratio\",\n",
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" \"peakrpm\",\n",
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");\n",
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]
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{
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},
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"source": [
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"Next we use one hot (binary) encoding. We assume that all non-numeric colums are\n",
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]
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},
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{
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
||
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|
||
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|
||
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|
||
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|
||
"price": 13950,
|
||
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|
||
},
|
||
{
|
||
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|
||
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|
||
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|
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|
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|
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|
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|
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|
||
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|
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|
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|
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|
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|
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"<table><thead><tr><th>brand_category_Budget</th><th>brand_category_Luxury</th><th>brand_category_Mid_Range</th><th>fueltype_diesel</th><th>fueltype_gas</th><th>aspiration_std</th><th>aspiration_turbo</th><th>doornumber_four</th><th>doornumber_two</th><th>drivewheel_4wd</th><th>drivewheel_fwd</th><th>drivewheel_rwd</th><th>wheelbase</th><th>carlength</th><th>carwidth</th><th>carheight</th><th>curbweight</th><th>enginetype_dohc</th><th>enginetype_dohcv</th><th>enginetype_l</th><th>enginetype_ohc</th><th>enginetype_ohcf</th><th>enginetype_ohcv</th><th>enginetype_rotor</th><th>cylindernumber_eight</th><th>cylindernumber_five</th><th>cylindernumber_four</th><th>cylindernumber_six</th><th>cylindernumber_three</th><th>cylindernumber_twelve</th><th>cylindernumber_two</th><th>enginesize</th><th>fuelsystem_1bbl</th><th>fuelsystem_2bbl</th><th>fuelsystem_4bbl</th><th>fuelsystem_idi</th><th>fuelsystem_mfi</th><th>fuelsystem_mpfi</th><th>fuelsystem_spdi</th><th>fuelsystem_spfi</th><th>boreratio</th><th>horsepower</th><th>citympg</th><th>highwaympg</th><th>price</th></tr></thead><tbody><tr><td>0</td><td>0</td><td>1</td><td>0</td><td>1</td><td>1</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>1</td><td>88.6</td><td>168.8</td><td>64.1</td><td>48.8</td><td>2548</td><td>1</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td><td>0</td><td>130</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>3.47</td><td>111</td><td>21</td><td>27</td><td>13495</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td><td>1</td><td>1</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>1</td><td>88.6</td><td>168.8</td><td>64.1</td><td>48.8</td><td>2548</td><td>1</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td><td>0</td><td>130</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>3.47</td><td>111</td><td>21</td><td>27</td><td>16500</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td><td>1</td><td>1</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>1</td><td>94.5</td><td>171.2</td><td>65.5</td><td>52.4</td><td>2823</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td><td>152</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>2.68</td><td>154</td><td>19</td><td>26</td><td>16500</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td><td>1</td><td>1</td><td>0</td><td>1</td><td>0</td><td>0</td><td>1</td><td>0</td><td>99.8</td><td>176.6</td><td>66.2</td><td>54.3</td><td>2337</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td><td>0</td><td>109</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>3.19</td><td>102</td><td>24</td><td>30</td><td>13950</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td><td>1</td><td>1</td><td>0</td><td>1</td><td>0</td><td>1</td><td>0</td><td>0</td><td>99.4</td><td>176.6</td><td>66.4</td><td>54.3</td><td>2824</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>136</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>3.19</td><td>115</td><td>18</td><td>22</td><td>17450</td></tr></tbody></table>"
|
||
]
|
||
},
|
||
"execution_count": 25,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"import { oneHotEncoding } from \"https://l12.xyz/x/shortcuts/raw/encoding.ts\";\n",
|
||
"\n",
|
||
"let encodedCarData = oneHotEncoding(carDataGeneralized);\n",
|
||
"encodedCarData.head(5);"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 26,
|
||
"id": "aff549ce-6736-43c7-8d40-b09b9ca7fa59",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"outputs": [],
|
||
"source": [
|
||
"encodedCarData.writeCSV(\"assets/encoded_car_data.csv\");"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"id": "ec799133-584f-450d-bd8b-6b443fbf5fb5",
|
||
"metadata": {
|
||
"editable": true,
|
||
"slideshow": {
|
||
"slide_type": ""
|
||
},
|
||
"tags": []
|
||
},
|
||
"outputs": [],
|
||
"source": []
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "Deno",
|
||
"language": "typescript",
|
||
"name": "deno"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": "typescript",
|
||
"file_extension": ".ts",
|
||
"mimetype": "text/x.typescript",
|
||
"name": "typescript",
|
||
"nbconvert_exporter": "script",
|
||
"pygments_lexer": "typescript",
|
||
"version": "5.5.2"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 5
|
||
}
|