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Data Science va Sun'iy Intellekt Praktikum
4-MODUL. VIZUALIZASIYA
4.6 Distribution - taqsimot
Taqsimot grafik - o'zgaruvchi (ustun)da qanday qiymatlar mavjudligi va ularning ehtimolligini ko'rsatuvchi grafik.
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
%matplotlib inline
import seaborn as sns # agar seaborn o'rnatilmagan bo'lsa pip install seaborn
Darsimiz uchun Mercedes-Benz firmasi avtomobillari narxini jamlagan jadvalni yuklab olamiz.
df = pd.read_csv("https://raw.githubusercontent.com/anvarnarz/praktikum_datasets/main/merc.csv")
df=df[df.year>=2010] # 2010-yildan keyin chiqqan mashinalarni saqlab qolamiz
df=df[df.transmission!='Other'] # Faqat avtomat, mexanik va yarim-avtomat mashinalarni olib qolamiz
df=df[df.fuelType!='Other'] # Faqat benzin, dizel va gibrid mashinalarni olib qolamiz
df.head()
Keling jadvaldagi narxlarning taqsimotini ko'ramiz: