From c192f3137409868a160707e72467325a3d4fdd0a Mon Sep 17 00:00:00 2001 From: Timourka Date: Tue, 26 Nov 2024 03:02:51 +0400 Subject: [PATCH] =?UTF-8?q?=D0=BD=D0=B0=D1=87=D0=BD=D1=91=D0=BC=20=D1=81?= =?UTF-8?q?=20=D0=BC=D0=B0=D0=BB=D0=BE=D0=B3=D0=BE?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- lab_5/laba5.ipynb | 369 ++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 369 insertions(+) create mode 100644 lab_5/laba5.ipynb diff --git a/lab_5/laba5.ipynb b/lab_5/laba5.ipynb new file mode 100644 index 0000000..e7f9295 --- /dev/null +++ b/lab_5/laba5.ipynb @@ -0,0 +1,369 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# загрузим датасет" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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IDPriceLevyManufacturerModelProd. yearCategoryLeather interiorFuel typeEngine volumeMileageCylindersGear box typeDrive wheelsDoorsWheelColorAirbags
045654403133281399LEXUSRX 4502010JeepYesHybrid3.5186005 km6.0Automatic4x404-MayLeft wheelSilver12
144731507166211018CHEVROLETEquinox2011JeepNoPetrol3192000 km6.0Tiptronic4x404-MayLeft wheelBlack8
2457744198467-HONDAFIT2006HatchbackNoPetrol1.3200000 km4.0VariatorFront04-MayRight-hand driveBlack2
3457691853607862FORDEscape2011JeepYesHybrid2.5168966 km4.0Automatic4x404-MayLeft wheelWhite0
44580926311726446HONDAFIT2014HatchbackYesPetrol1.391901 km4.0AutomaticFront04-MayLeft wheelSilver4
.........................................................
19232457983558467-MERCEDES-BENZCLK 2001999CoupeYesCNG2.0 Turbo300000 km4.0ManualRear02-MarLeft wheelSilver5
192334577885615681831HYUNDAISonata2011SedanYesPetrol2.4161600 km4.0TiptronicFront04-MayLeft wheelRed8
192344580499726108836HYUNDAITucson2010JeepYesDiesel2116365 km4.0AutomaticFront04-MayLeft wheelGrey4
192354579352653311288CHEVROLETCaptiva2007JeepYesDiesel251258 km4.0AutomaticFront04-MayLeft wheelBlack4
1923645813273470753HYUNDAISonata2012SedanYesHybrid2.4186923 km4.0AutomaticFront04-MayLeft wheelWhite12
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19237 rows × 18 columns

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" + ], + "text/plain": [ + " ID Price Levy Manufacturer Model Prod. year Category \\\n", + "0 45654403 13328 1399 LEXUS RX 450 2010 Jeep \n", + "1 44731507 16621 1018 CHEVROLET Equinox 2011 Jeep \n", + "2 45774419 8467 - HONDA FIT 2006 Hatchback \n", + "3 45769185 3607 862 FORD Escape 2011 Jeep \n", + "4 45809263 11726 446 HONDA FIT 2014 Hatchback \n", + "... ... ... ... ... ... ... ... \n", + "19232 45798355 8467 - MERCEDES-BENZ CLK 200 1999 Coupe \n", + "19233 45778856 15681 831 HYUNDAI Sonata 2011 Sedan \n", + "19234 45804997 26108 836 HYUNDAI Tucson 2010 Jeep \n", + "19235 45793526 5331 1288 CHEVROLET Captiva 2007 Jeep \n", + "19236 45813273 470 753 HYUNDAI Sonata 2012 Sedan \n", + "\n", + " Leather interior Fuel type Engine volume Mileage Cylinders \\\n", + "0 Yes Hybrid 3.5 186005 km 6.0 \n", + "1 No Petrol 3 192000 km 6.0 \n", + "2 No Petrol 1.3 200000 km 4.0 \n", + "3 Yes Hybrid 2.5 168966 km 4.0 \n", + "4 Yes Petrol 1.3 91901 km 4.0 \n", + "... ... ... ... ... ... \n", + "19232 Yes CNG 2.0 Turbo 300000 km 4.0 \n", + "19233 Yes Petrol 2.4 161600 km 4.0 \n", + "19234 Yes Diesel 2 116365 km 4.0 \n", + "19235 Yes Diesel 2 51258 km 4.0 \n", + "19236 Yes Hybrid 2.4 186923 km 4.0 \n", + "\n", + " Gear box type Drive wheels Doors Wheel Color Airbags \n", + "0 Automatic 4x4 04-May Left wheel Silver 12 \n", + "1 Tiptronic 4x4 04-May Left wheel Black 8 \n", + "2 Variator Front 04-May Right-hand drive Black 2 \n", + "3 Automatic 4x4 04-May Left wheel White 0 \n", + "4 Automatic Front 04-May Left wheel Silver 4 \n", + "... ... ... ... ... ... ... \n", + "19232 Manual Rear 02-Mar Left wheel Silver 5 \n", + "19233 Tiptronic Front 04-May Left wheel Red 8 \n", + "19234 Automatic Front 04-May Left wheel Grey 4 \n", + "19235 Automatic Front 04-May Left wheel Black 4 \n", + "19236 Automatic Front 04-May Left wheel White 12 \n", + "\n", + "[19237 rows x 18 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "df = pd.read_csv(\"..//static//csv//car_price_prediction.csv\", sep=\",\")\n", + "df\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "laba", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}