Tarnsportation 1990 - Notebook by AKSHAY KADWE (akkikadwe)

Learn practical skills, build real-world projects, and advance your career

Updated 3 years ago

import opendatasets as od
import os
import pandas as pd
import seaborn as sns
import matplotlib
import matplotlib.pyplot as plt

import numpy as np
%matplotlib inline
matplotlib.rcParams['figure.figsize']=(12,9)

df=pd.read_csv('NPTS1990.csv')

df.columns

Index(['houseid', 'ntrip', 'hhsize', 'num0to4', 'num5to21', 'numadult',
       'numwork', 'numdrive', 'income', 'numcars'],
      dtype='object')

sns.set_style('whitegrid')
sns.scatterplot(data=df,x='income',y='ntrip',hue='numcars',x_jitter=0.3,x_bins=10)

<AxesSubplot:xlabel='income', ylabel='ntrip'>

sns.boxplot(data=df,x='income',y='ntrip',hue='numadult',dodge=False)
plt.xticks(rotation =90);