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18/10/2021 Client: muhammad11 Deadline: 2 Day

Write A Python Code On The Anaconda Navigator

Resource Information
In this assignment, you should work with books.csv file. This file contains the detailed information about books scraped via the Goodreads . The dataset is downloaded from Kaggle website: https://www.kaggle.com/jealousleopard/goodreadsbooks/downloads/goodreadsbooks.zip/6

Each row in the file includes ten columns. Detailed description for each column is provided in the following:

bookID: A unique Identification number for each book.
title: The name under which the book was published.
authors: Names of the authors of the book. Multiple authors are delimited with -.
average_rating: The average rating of the book received in total.
isbn: Another unique number to identify the book, the International Standard Book Number.
isbn13: A 13-digit ISBN to identify the book, instead of the standard 11-digit ISBN.
language_code: Helps understand what is the primary language of the book.
num_pages: Number of pages the book contains.
ratings_count: Total number of ratings the book received.
text_reviews_count: Total number of written text reviews the book received.
Task
Write the following codes:
Use pandas to read the file as a dataframe (named as books). bookIDcolumn should be the index of the dataframe.
Use books.head() to see the first 5 rows of the dataframe.
Use book.shape to find the number of rows and columns in the dataframe.
Use books.describe() to summarize the data.
Use books['authors'].describe() to find about number of unique authors in the dataset and also most frequent author.
Use OLS regression to test if average rating of a book is dependent to number of pages, number of ratings, and total number of written text reviews the book received.
Summarize your findings in a Word file.
Instructions
Please follow these directions carefully.
Please type your codes in a Jupyter Network file and your summary in a word document named as follows:
HW6YourFirstNameYourLastName.

Age,Profit,Location,Vehicle-Type,Previous 21,"$1,387",Tionesta,Sedan,0 23,"$1,754",Sheffield,SUV,1 24,"$1,817",Sheffield,Hybrid,1 25,"$1,040",Sheffield,Compact,0 26,"$1,273",Kane,Sedan,1 27,"$1,529",Sheffield,Sedan,1 27,"$3,082",Kane,Truck,0 28,"$1,951",Kane,SUV,1 28,"$2,692",Tionesta,Compact,0 29,"$1,342",Kane,Sedan,2 29,"$1,206",Sheffield,Sedan,0 30,$443,Kane,Sedan,3 30,"$1,621",Sheffield,Truck,1 30,$754,Olean,Sedan,2 31,"$1,174",Kane,Truck,0 31,"$2,415",Kane,Sedan,0 31,"$1,412",Sheffield,Sedan,1 31,$870,Tionesta,Sedan,1 31,"$1,809",Tionesta,Sedan,1 32,"$2,207",Sheffield,Compact,0 32,"$1,546",Sheffield,Truck,3 32,"$2,252",Tionesta,SUV,0 32,"$2,148",Tionesta,SUV,2 33,"$1,889",Olean,SUV,1 33,"$1,428",Kane,SUV,2 34,"$1,320",Tionesta,Sedan,1 34,"$1,166",Olean,Sedan,1 34,"$2,265",Olean,Sedan,0 35,"$1,919",Tionesta,SUV,1 35,"$1,323",Olean,Sedan,2 35,"$1,761",Kane,Sedan,1 36,"$2,357",Kane,SUV,2 36,"$2,866",Kane,Sedan,1 37,"$1,464",Olean,Sedan,3 37,"$1,761",Olean,SUV,1 37,"$1,626",Tionesta,Compact,4 37,"$1,915",Tionesta,SUV,2 37,"$2,119",Kane,Hybrid,1 37,$732,Olean,SUV,1 38,"$1,766",Sheffield,SUV,0 38,"$2,201",Sheffield,Hybrid,2 39,"$2,813",Tionesta,SUV,0 39,$996,Kane,Compact,2 40,"$1,961",Sheffield,Sedan,1 40,"$1,509",Kane,SUV,2 40,"$2,430",Tionesta,Sedan,1 40,"$1,144",Tionesta,Truck,0 40,$323,Kane,Sedan,0 40,"$1,638",Sheffield,Sedan,0 40,"$1,485",Sheffield,Compact,0 40,$352,Sheffield,Compact,0 40,$482,Olean,Sedan,1 40,"$2,127",Olean,Truck,0 41,"$2,389",Kane,Truck,1 41,"$2,165",Tionesta,SUV,0 41,"$1,876",Kane,Sedan,2 41,"$2,231",Tionesta,SUV,2 41,"$2,010",Tionesta,Sedan,1 41,"$1,704",Sheffield,Sedan,1 42,"$1,553",Tionesta,Compact,0 42,$963,Kane,Sedan,0 42,"$1,298",Tionesta,Sedan,1 42,"$2,071",Kane,SUV,0 42,$335,Olean,SUV,1 42,"$2,116",Kane,Compact,2 42,"$1,410",Kane,SUV,2 42,"$1,648",Olean,SUV,0 43,"$1,500",Tionesta,Sedan,0 43,"$2,348",Tionesta,Sedan,0 43,"$2,498",Tionesta,SUV,1 43,"$1,549",Kane,SUV,2 44,"$1,532",Tionesta,SUV,3 44,"$1,897",Sheffield,Compact,0 44,$294,Kane,SUV,1 44,"$1,115",Kane,Truck,0 44,"$2,445",Kane,SUV,0 44,"$1,822",Kane,SUV,0 44,"$1,124",Tionesta,Compact,2 44,"$1,688",Kane,Sedan,4 44,"$2,886",Olean,SUV,1 45,"$1,266",Olean,Sedan,0 45,"$1,932",Tionesta,Sedan,1 45,"$2,422",Kane,Sedan,1 45,$820,Kane,Compact,1 45,"$1,772",Olean,Compact,1 45,"$2,350",Sheffield,Compact,0 45,"$2,446",Olean,Compact,1 45,"$1,741",Olean,Compact,2 46,$369,Olean,Sedan,1 46,"$1,238",Sheffield,Compact,1 46,"$1,818",Kane,SUV,0 46,"$1,907",Olean,Sedan,0 46,"$1,940",Kane,Truck,3 46,"$1,938",Kane,Sedan,0 46,$978,Kane,Sedan,1 46,"$2,646",Tionesta,Sedan,2 46,"$1,824",Olean,Truck,0 46,"$2,197",Sheffield,Sedan,1 47,"$1,461",Kane,Sedan,0 47,"$1,731",Tionesta,Compact,0 47,"$3,292",Olean,Sedan,2 47,"$2,230",Tionesta,Sedan,1 47,"$2,341",Sheffield,SUV,1 48,"$1,952",Tionesta,Compact,1 48,"$2,070",Kane,SUV,1 48,"$1,344",Sheffield,SUV,0 48,"$1,295",Sheffield,SUV,1 48,"$1,108",Sheffield,Sedan,1 48,"$1,906",Kane,Sedan,1 48,"$2,454",Kane,Sedan,1 49,"$1,827",Tionesta,Truck,3 49,"$1,680",Kane,SUV,3 49,"$1,915",Tionesta,SUV,1 49,"$2,084",Tionesta,Sedan,0 49,"$1,606",Olean,Compact,0 49,"$2,639",Sheffield,SUV,0 50,"$3,043",Kane,Sedan,0 50,"$2,059",Sheffield,Sedan,1 50,"$1,963",Sheffield,Sedan,1 50,$842,Kane,SUV,0 50,"$2,338",Tionesta,SUV,0 51,"$1,674",Sheffield,Sedan,1 51,"$1,059",Kane,SUV,1 51,"$1,807",Tionesta,Sedan,1 51,"$2,928",Kane,SUV,0 51,"$2,056",Sheffield,Hybrid,0 51,"$2,236",Tionesta,SUV,2 52,"$1,269",Tionesta,Sedan,1 52,"$1,797",Kane,Sedan,1 52,"$1,955",Olean,Hybrid,2 52,"$1,717",Sheffield,SUV,3 52,"$2,701",Sheffield,SUV,0 52,"$2,482",Olean,Compact,0 52,"$2,199",Tionesta,SUV,0 52,"$3,210",Olean,Truck,4 53,"$1,220",Olean,Sedan,0 53,"$1,401",Tionesta,Sedan,2 53,$377,Olean,SUV,1 53,"$2,175",Olean,Sedan,1 54,"$2,991",Tionesta,Sedan,0 54,"$1,118",Sheffield,Compact,1 54,"$2,666",Tionesta,Truck,0 54,"$2,584",Olean,Compact,2 55,"$2,063",Kane,SUV,1 55,"$2,083",Sheffield,Sedan,1 55,"$2,856",Olean,Hybrid,1 55,$934,Sheffield,Truck,1 55,"$2,989",Tionesta,Compact,1 56,"$2,695",Kane,Sedan,2 56,"$1,957",Sheffield,SUV,1 56,"$1,536",Kane,Sedan,0 56,"$2,240",Olean,Sedan,0 56,$910,Sheffield,SUV,0 57,"$1,325",Olean,Sedan,1 57,"$2,250",Sheffield,Sedan,2 57,"$2,626",Sheffield,Sedan,2 57,"$2,279",Sheffield,Hybrid,1 58,"$2,058",Kane,SUV,1 58,"$1,752",Kane,Sedan,3 58,"$2,637",Sheffield,SUV,1 58,"$1,501",Sheffield,Hybrid,1 58,"$2,370",Tionesta,Compact,0 59,"$1,426",Sheffield,Sedan,0 59,"$2,944",Olean,SUV,2 60,"$2,147",Olean,Sedan,2 61,"$1,973",Kane,SUV,3 61,"$2,502",Olean,Sedan,0 62,$783,Sheffield,Hybrid,1 62,"$1,538",Olean,Truck,1 63,"$2,339",Olean,Compact,1 64,"$2,700",Kane,Truck,0 65,"$2,597",Sheffield,Truck,0 65,"$2,222",Kane,Truck,1 65,"$2,742",Tionesta,SUV,2 68,"$1,837",Sheffield,Sedan,1 69,"$2,842",Kane,SUV,0 70,"$2,434",Olean,Sedan,4 72,"$1,640",Olean,Sedan,1 72,"$1,821",Tionesta,SUV,1 73,"$2,487",Olean,Compact,4

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