Manipulation on attributes of Dataframes(head, tail, describe, info )

import pandas as pd

other_path = "https://s3-api.us-geo.objectstorage.softlayer.net/cf-courses-data/CognitiveClass/DA0101EN/auto.csv" df = pd.read_csv(other_path, header=None) print("The first 5 rows of the dataframe & last 10") df.head(5) df.tail(10) headers = ["symboling","normalized-losses","make","fuel-type","aspiration", "num-of-doors","body-style", "drive-wheels","engine-location","wheel-base", "length","width","height","curb-weight","engine-type", "num-of-cylinders", "engine-size","fuel-system","bore","stroke","compression-ratio","horsepower", "peak-rpm","city-mpg","highway-mpg","price"] print("headers\n", headers) df.columns = headers df.head(10) df.dropna(subset=["price"], axis=0) print(df.columns)

print(df.dtypes)

df.describe(include = "all") df[['length', 'compression-ratio']].describe() print(df.info)