Rasmussen College Python Analytics Engineer Project

Description

You are working as an Analytics Engineer for one of the book retail website. You need to identify best selling books based on the data. You have received the data in Excel file. You need to sort the result based on the best-selling book. You need to display following information on the website.

Brand
Name
List_Price
Model

Use the attached file- paytm_com-ecommerce_sample.csv file.

A brand column in the CSV file has various Null or Blank rows. These need to be replaced.
Directions:

Use Pandas to read the csv file
Analyze the Brand data column
Replace Null or Blank value with NaN.
Filter out NaN values from the current file and write it into another file.
Your python script should generate two files.

File without any NaN value in Brand column
File with NaN value in Brand column

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brand
breadcrumbs
country
desc
discount domain
gallery
image
Books | Literature
IN
& Fiction
{“Description”=>{“Product
| Romance
20%%| C.J.’shttps://catalog.paytm.com
Fate
Code”=>”9780553590487_20567”,
https://assetscdn.paytm.com/im
“ISBN-13″=>”978
Rupa Publications
Books |India
Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Rupa
| Short30%%
Stories | Chandrakanta
https://catalog.paytm.com
Publicationshttps://assetscdn.paytm.com/im
India”, “Product Code”=>”97881
Random House
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Random
| Romance
14%%| Hearthttps://catalog.paytm.com
Of Dixie
House”, https://assetscdn.paytm.com/im
“Product Code”=>”97805535914
Transworld Books
Publishers
| Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Transworld
| General
21%%
| Perfect
https://catalog.paytm.com
Life
Publishers”,
https://assetscdn.paytm.com/im
“Product Code”=>”978055
Books
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Books”,
| Literature
35%%| Paulo
https://catalog.paytm.com
Coelho The “Product
Golden Collection
https://assetscdn.paytm.com/im
Code”=>”9780008140168_95913
Random House
Books
Publishing
| Literature
IN Group
& Fiction
{“Description”=>{“Brand”=>”Random
| Suspense
14%%Thrillerhttps://catalog.paytm.com
| The Devil’s Banker
House Publishing
https://assetscdn.paytm.com/im
Group”, “Product Code”
Dell
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Dell”,
| Suspense
14%%Thrillerhttps://catalog.paytm.com
| The Brethren
“Product Code”=>”9780345531971_44120”
https://assetscdn.paytm.com/im
Random House
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Random
| General
11%%
| The Innocent
https://catalog.paytm.com
House”, https://assetscdn.paytm.com/im
“Product Code”=>”97800995888
Random House
Books
Publishing
| Literature
IN Group
& Fiction
{“Description”=>{“Brand”=>”Random
| Romance
14%%| Truehttps://catalog.paytm.com
Love
House Publishing
https://assetscdn.paytm.com/im
Group”, “Product Code”
Harper Collins
Books
Publishers
| Literature
IN India& Fiction
{“Description”=>{“Brand”=>”Harper
| General
36%%
| Warriors:
https://catalog.paytm.com
Power of Collins
Three #3:
Publishers
https://assetscdn.paytm.com/im
OutcastIndia”, “Product Code”=>
Vsp International
Books Science
| Literature
IN Publishers
& Fiction
{“Description”=>{“Brand”=>”Vsp
| Suspense
30%%Thrillerhttps://catalog.paytm.com
| Item Girl
Internationalhttps://assetscdn.paytm.com/im
Science Publishers”, “Product Co
Pocket Books
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Pocket
| Romance
21%%| Sanger
https://catalog.paytm.com
In The Moonlight
Books”, “Product
https://assetscdn.paytm.com/im
Code”=>”9781416509752
WALKER BOOKS
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”WALKER
| Others
29%%
| Happy Christmas;
https://catalog.paytm.com
Maisy
BOOKS”,https://assetscdn.paytm.com/im
“Product Code”=>”97814063310
Books | Literature
IN
& Fiction
{“Description”=>{“Product
| Others
20%%
| Flowershttps://catalog.paytm.com
cube
Code”=>”9788854402263_20567”,
book illustrated https://assetscdn.paytm.com/im
edition Edition “Author”=>”Vale
St Martins Press
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”St
| General
40%%
| Making
https://catalog.paytm.com
Your Point
Martins Press”,https://assetscdn.paytm.com/im
“Product Code”=>”9780312378
Berkley
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Berkley”,
| Romance
14%%| Blood
https://catalog.paytm.com
Magic https://assetscdn.paytm.com/images/catalo
“Product
https://assetscdn.paytm.com/im
Code”=>”9780425259870_441
Books | Literature
IN
& Fiction
{“Description”=>{“Product
| Literature
15%%| The https://catalog.paytm.com
LadyCode”=>”9781847374608_20567”,
Of The Rivers
https://assetscdn.paytm.com/im
“ISBN-13″=>”978
Pan Macmillan
Books
UK| Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Pan
| Literature
9%% | Lair https://catalog.paytm.com
Macmillan UK”,
https://assetscdn.paytm.com/im
“Product Code”=>”978033052
Alma BooksBooks | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Alma
| Literature
30%%| Bestseller
https://catalog.paytm.com
Books”, “Product
https://assetscdn.paytm.com/im
Code”=>”9781846881282_
Random House
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Random
| Romance
14%%| Late https://catalog.paytm.com
For The Wedding
House”, https://assetscdn.paytm.com/im
“Product Code”=>”97805535848
Random House
Books
Publishing
| Literature
IN Group
& Fiction
{“Description”=>{“Brand”=>”Random
| Classics
14%%
| Summer
https://catalog.paytm.com
House Publishing
https://assetscdn.paytm.com/im
Group”, “Product Code”
BloomsburyBooks | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Bloomsbury”,
| General
9%%| Walterhttps://catalog.paytm.com
Scott And Contemporary
“Product
https://assetscdn.paytm.com/im
Theory
Code”=>”9781441182531_
Harper Collins
Books
Publishers
| Literature
IN India& Fiction
{“Description”=>{“Brand”=>”Harper
| General
36%%
| Alphabet
https://catalog.paytm.com
Soup For Lovers
Collins Publishers
https://assetscdn.paytm.com/im
India”, “Product Code”=>
Random House
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Random
| Suspense
14%%Thrillerhttps://catalog.paytm.com
| The Third Victim
House”, https://assetscdn.paytm.com/im
“Product Code”=>”97805535786
Harper Collins
Books
Publishers
| Literature
IN India& Fiction
{“Description”=>{“Brand”=>”Harper
| General
36%%
| His Diamond
https://catalog.paytm.com
of Convenience
Collins Publishers
https://assetscdn.paytm.com/im
India”, “Product Code”=>
Random House
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Random
| Romance
14%%| The Golden
https://catalog.paytm.com
ValkyrieHouse”, https://assetscdn.paytm.com/im
“Product Code”=>”97805535916
Random House
Books
Publishing
| Literature
IN Group
& Fiction
{“Description”=>{“Brand”=>”Random
| Romance
14%%| First https://catalog.paytm.com
Comes Marriage
House Publishing
https://assetscdn.paytm.com/im
Group”, “Product Code”
PENGUIN USA
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”PENGUIN
| General
14%%
| Kiss My
https://catalog.paytm.com
Math : Showing
USA”,
Pre-Algebra
“Product
https://assetscdn.paytm.com/im
Who’s
Code”=>”978045229540
Henry Holt And
Books
Company
| Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Henry
| General
14%%
| 102 Minutes
https://catalog.paytm.com
Holt And Company”,
https://assetscdn.paytm.com/im
“Product Code”=>”978
New York Review
Books Books
| Literature
IN
& Fiction
{“Description”=>{“Brand”=>”New
| Short14%%
Stories | The
https://catalog.paytm.com
Professor
York
And
Review
The Siren
https://assetscdn.paytm.com/im
Books”, “Product Code”=>”9781
Pan Macmillan
Books
India
| Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Pan
| Romance
22%%| Saving
https://catalog.paytm.com
Grace Macmillan India”,
https://assetscdn.paytm.com/im
“Product Code”=>”9781447
Seven Seas Books
Entertainment
| Literature
IN Llc & Fiction
{“Description”=>{“Brand”=>”Seven
| General
14%%
| Alice In
https://catalog.paytm.com
The Country
Seas
Of Entertainment
Hearts:
https://assetscdn.paytm.com/im
The Mad
Llc”, “Product Code”=>”
Books | Literature
IN
& Fiction
{“Description”=>{“Product
| Others
20%%
| The 5thhttps://catalog.paytm.com
Horseman
Code”=>”9780755323081_203366”,
https://assetscdn.paytm.com/im
“Publisher”=>”H
Random House
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Random
| Suspense
14%%Thrillerhttps://catalog.paytm.com
| Dead Aim House”, https://assetscdn.paytm.com/im
“Product Code”=>”97805535843
Penguin Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Penguin”,
| Literature
50%%| My Husband
https://catalog.paytm.com
Next Door
“Product
https://assetscdn.paytm.com/im
Code”=>”9781405913928_193
Harper Collins
Books
Publishers
| Literature
IN India& Fiction
{“Description”=>{“Brand”=>”Harper
| Romance
36%%| Always
https://catalog.paytm.com
Collins Publishers
https://assetscdn.paytm.com/im
India”, “Product Code”=>
Hodder & Stoughton
Books | Children
IN & Teens
{“Description”=>{“Brand”=>”Hodder
| Young Adults
10%% | Action
https://catalog.paytm.com
& Adventure
https://assetscdn.paytm.com/images/catalo
& Stoughton”,
| Black
https://assetscdn.paytm.com/im
Swan
“Product
Green Code”=>”9780340
Arihant Publications
Books | Academic
IN
& Professional
{“Description”=>{“Brand”=>”Arihant
|27%%
College Books
https://catalog.paytm.com
| Engineering
Publications”,
Bookshttps://assetscdn.paytm.com/im
| Daily
“Product
Practice
Code”=>”9789352
Problems for Th
Books
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Books”,
| Adventure
30%% | George
https://catalog.paytm.com
And The Unbreakable
“Product https://assetscdn.paytm.com/im
Code”=>”9780857533265_32027
Code
Cengage Learning
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Cengage
| General
32%%
| Grassroots
https://catalog.paytm.com
With Readings
Learning”,
https://assetscdn.paytm.com/im
“Product Code”=>”978061850
Knopf Doubleday
Books Publishing
| Literature
IN Group
& Fiction
{“Description”=>{“Brand”=>”Knopf
| Short14%%
Stories | Ahttps://catalog.paytm.com
Good Fall Doubledayhttps://assetscdn.paytm.com/im
Publishing Group”, “Product Cod
Random House
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Random
| Romance
14%%| Mismatch
https://catalog.paytm.com
House”, https://assetscdn.paytm.com/im
“Product Code”=>”97805535916
Oxford University
Books |Press
Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Oxford
| Others
16%%
| The Decision
https://catalog.paytm.com
Universityhttps://assetscdn.paytm.com/im
Press”, “Product Code”=>”97807
Dreamtech Books
Press | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Dreamtech
| General
0%%| Autodesk
https://catalog.paytm.com
Invtor 11 For Press”,
Engineers
https://assetscdn.paytm.com/im
“Product
and Designer
Code”=>”9788177226
Anchor
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Anchor”,
| Suspense
14%%Thrillerhttps://catalog.paytm.com
| Stranded “Producthttps://assetscdn.paytm.com/im
Code”=>”9780307947710_4412
Random House
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Random
| Romance
14%%| White
https://catalog.paytm.com
Satin
House”, https://assetscdn.paytm.com/im
“Product Code”=>”97805535937
128
0
114
102
114
63
144
310
100
250
63
36
522
95
60
67
80
63
63
75
400
60
70
86
63
58
126
35
51
108
224
35
126
63
143
250
112
0
63
140
114
54
210
57
0
69
63
Books | SelfINHelp | Motivational
{“Description”=>{“Product
& 32%%
Inspirational
https://catalog.paytm.com
| How
Code”=>”9780743273961_20038”,
to Sell Anything
https://assetscdn.paytm.com/im
to Anybody “ISBN-13″=>”978
Books | Literature
IN
& Fiction
{“Description”=>{“Product
| Romance
0%% | Best https://catalog.paytm.com
LaidCode”=>”9789351779186_21345”,
Plans
https://assetscdn.paytm.com/im
“ISBN-13″=>”978
Random House
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Random
| Literature
14%%| A Hologram
https://catalog.paytm.com
For The
House”,
King https://assetscdn.paytm.com/im
“Product Code”=>”97803079475
Oxford University
Books |Press
Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Oxford
| Others
20%%
| Secret Of
https://catalog.paytm.com
Shambhala:
University
In Searchhttps://assetscdn.paytm.com/im
Press”,
Of The”Product
EleventhCode”=>”97805
Insight- The
Penguin Books
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Penguin
| General
14%%
| A Woman
https://catalog.paytm.com
Of Independent
Books”,Means
“Product
https://assetscdn.paytm.com/im
Code”=>”978014027436
Harper Collins
Second
Publishers
Chance
IN India
at Love{“Description”=>{“Brand”=>”Harper
36%%
https://catalog.paytm.com
Collins Publishers
https://assetscdn.paytm.com/im
India”, “Product Code”=>
Harper Collins
Books
Publishers
| Biographies
IN India & Auto
{“Description”=>{“Brand”=>”Harper
Biographies
36%%| History
https://catalog.paytm.com
& PoliticsCollins
| Are You
Publishers
https://assetscdn.paytm.com/im
The OneIndia”,
For Me?
“Product Code”=>
Books | Literature
IN
& Fiction
{“Description”=>{“Product
| Others
52%%
| An Absolute
https://catalog.paytm.com
Code”=>”9780755336807_193994”,
Scandal
https://assetscdn.paytm.com/im
“Publisher”=>”H
Vintage
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Vintage”,
| Literature
20%%| The https://catalog.paytm.com
Book Of Gold Leaves
“Product
https://assetscdn.paytm.com/im
Code”=>”9780670087426_272
Penguin Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Penguin”,
| General
50%%
| Survivor
https://catalog.paytm.com
“Product
https://assetscdn.paytm.com/im
Code”=>”9780241961520_193
Random House
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Random
| Romance
14%%| Simply
https://catalog.paytm.com
Love
House”, https://assetscdn.paytm.com/im
“Product Code”=>”97804402419
Books | Literature
IN
& Fiction
{“Description”=>{“Product
| Adventure
30%% | Adventures
https://catalog.paytm.com
Code”=>”9788129108920_20038”,
of Nonu The Skating
https://assetscdn.paytm.com/im
Squirrel “ISBN-13″=>”978
Scholastic Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Scholastic”,
| General
22%%
| Star Wars
https://catalog.paytm.com
: A Galactic Pop
“Product
Uphttps://assetscdn.paytm.com/im
Adventure
Code”=>”9780545176163_1
October Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”October”,
| General
14%%
| Alice In
https://catalog.paytm.com
The Country Of”Product
Joker:https://assetscdn.paytm.com/im
Circus
Code”=>”9781937867683_441
An
Simon & Schuster
Books | Children
IN & Teens
{“Description”=>{“Brand”=>”Simon
| Children
20%%
| Comics &
https://catalog.paytm.com
Graphic Novels
& Schuster”,
| Dork
https://assetscdn.paytm.com/im
Diaries:
“Product
Once
Code”=>”978147112
Upon A Dork
To Excelkaleidoscope
Books | Regional
Sof
IN
Books{“Description”=>{“Brand”=>”To
| Telugu | 30%%
Mens Are For
https://catalog.paytm.com
Mars Women
Excelkaleidoscope
Are For
https://assetscdn.paytm.com/im
Venus
Sof”, “Product Code”=>”978
Books | Literature
IN
& Fiction
{“Description”=>{“Product
| General
20%%
| The Family
https://catalog.paytm.com
Code”=>”9780099464747_20567”,
https://assetscdn.paytm.com/im
“ISBN-13″=>”978
Vintage
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Vintage”,
| Crime
14%%
| Sliver Ofhttps://catalog.paytm.com
Truth
“Product
https://assetscdn.paytm.com/im
Code”=>”9780307949684_441
Random House
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Random
| Romance
14%%| In Bed
https://catalog.paytm.com
With A Highlander
House”, https://assetscdn.paytm.com/im
“Product Code”=>”97803455194
Random House
Books | NonINFiction | History
{“Description”=>{“Brand”=>”Random
& Politics
25%%| The Inimitable
https://catalog.paytm.com
Jeeves
https://assetscdn.paytm.com/images/catalo
House”, https://assetscdn.paytm.com/im
“Product Code”=>”97800995136
HarperCollins
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”HarperCollins”,
| Fantasy
20%%
| The World
https://catalog.paytm.com
of Ice and Fire “Product
https://assetscdn.paytm.com/im
Code”=>”9780007580910
Tata Mcgraw
Books
– Hill|Education
Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Tata
| General
9%%| Schaum’s
https://catalog.paytm.com
Easy Outline
Mcgraw
Of-Electric
Hillhttps://assetscdn.paytm.com/im
Education”,
Circuits chaum’s
“ProductEasy
Code”=>”9
Outlin
HARPER COLLINS
BooksINDIA
| Literature
IN
& Fiction
{“Description”=>{“Brand”=>”HARPER
| Short20%%
Stories | And
https://catalog.paytm.com
Thereby Hangs
COLLINS
A Tale
https://assetscdn.paytm.com/im
INDIA”, “Product Code”=>”97803
Mariner Books
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Mariner
| General
9%%| The Temple
https://catalog.paytm.com
Of My Familiar
Books”, “Product
https://assetscdn.paytm.com/im
Code”=>”978054748000
Random House
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Random
| Literature
14%%| Klone
https://catalog.paytm.com
And I
House”, https://assetscdn.paytm.com/im
“Product Code”=>”97804402256
Random House
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Random
| Romance
14%%| Everlasting
https://catalog.paytm.com
House”, https://assetscdn.paytm.com/im
“Product Code”=>”97805535924
Harper Collins
Books
Publishers
| Literature
IN India& Fiction
{“Description”=>{“Brand”=>”Harper
| General
36%%
| All thehttps://catalog.paytm.com
ways to RuinCollins
a Rogue
Publishers
https://assetscdn.paytm.com/im
India”, “Product Code”=>
Pocket Books
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Pocket
| Crime
10%%
| He Seeshttps://catalog.paytm.com
You When You’re
Books”,
Sleeping
“Product
https://assetscdn.paytm.com/im
Code”=>”9780743440998
Rupa Publications
Books |India
Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Rupa
| General
26%%
| Gumrah
https://catalog.paytm.com
: 11 ShortPublications
Teen Crime
https://assetscdn.paytm.com/im
India”,
Stories”Product Code”=>”97881
Random House
Books
Publishing
| Literature
IN Group
& Fiction
{“Description”=>{“Brand”=>”Random
| Classics
14%%
| Charlotte
https://catalog.paytm.com
Temple House Publishing
https://assetscdn.paytm.com/im
Group”, “Product Code”
Books
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Books”,
| Famous
32%%
Series |https://catalog.paytm.com
Harry Potter And
“Product
The Order
https://assetscdn.paytm.com/im
Code”=>”9781408855690_20038
Of
Oxford University
The Prince
PressAnd
IN The Pauper
{“Description”=>{“Brand”=>”Oxford
20%%
https://catalog.paytm.com
Universityhttps://assetscdn.paytm.com/im
Press”, “Product Code”=>”97805
Harper Collins
Books
Publishers
| Literature
IN India& Fiction
{“Description”=>{“Brand”=>”Harper
| Suspense
36%%Thrillerhttps://catalog.paytm.com
| The Cassandra
Collins
Sanction
Publishers
https://assetscdn.paytm.com/im
India”, “Product Code”=>
Random House
Books
Publishing
| Literature
IN Group
& Fiction
{“Description”=>{“Brand”=>”Random
| Suspense
14%%Thrillerhttps://catalog.paytm.com
| The Other Daughter
House Publishing
https://assetscdn.paytm.com/im
Group”, “Product Code”
Diversified Publishing
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Diversified
| Literature
14%%| The https://catalog.paytm.com
Light In The RuinsPublishing”,
https://assetscdn.paytm.com/im
“Product Code”=>”978080
Headline Book
Books
Publishing
| Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Headline
| Literature
50%%| The https://catalog.paytm.com
Faithless
Book Publishing”,
https://assetscdn.paytm.com/im
“Product Code”=>”978
Ebury Publishing
Books | Literature
IN
& Fiction
{“Description”=>{“Brand”=>”Ebury
| Erotica
14%%
| Entertaining
https://catalog.paytm.com
Mr Stone
Publishing”,https://assetscdn.paytm.com/im
“Product Code”=>”9780352340
Books | Literature
IN
& Fiction
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Random House
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College Books
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63
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78
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108
186
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392
40
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120
140
57
63
80
274
175
42
60
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42
114
54
75
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240
63
140
120
90
100
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310
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180
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107
120
79
250
114
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63
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63
63
0
60
78
28
149
65
128
Arihant
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Random House
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Random House
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Dick
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Random House
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Random House
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63
132
63
148
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87
131
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128
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{“Description”=>{“Brand”=>”Pan
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William Shakespeare’s
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Harper Collins
Reckless IN
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Books | NonINFiction | Families
{“Description”=>{“Brand”=>”Rupa
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Love & Romance
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Random House
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{“Description”=>{“Brand”=>”Random
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Found
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Random House
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Knopf Doubleday
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Angel/Lord Carew’s
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Random House
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{“Description”=>{“Brand”=>”Random
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| The Virtues
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{“Description”=>{“Brand”=>”BANTAM
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Pan Macmillan
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{“Description”=>{“Brand”=>”Pan
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To GriefMacmillan”, “Product
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Ebury Press-Books
Random
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House
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{“Description”=>{“Brand”=>”Ebury
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| Becausehttps://catalog.paytm.com
Shit Happened
Press- Random
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Knopf Doubleday
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{“Description”=>{“Brand”=>”Knopf
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Bascombe Novels
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Literature
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{“Description”=>{“Brand”=>”HarperCollins
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Original”, “Product Code”=>”97
Random House
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{“Description”=>{“Brand”=>”Random
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Books Science
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Harper Collins
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{“Description”=>{“Brand”=>”Harper
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DarknessHouse”, https://assetscdn.paytm.com/im
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Random House
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{“Description”=>{“Brand”=>”Random
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House Publishing
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MCGRAW-HILL
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CHECKLIST:
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Hachette Children’S
Books | Literature
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{“Description”=>{“Brand”=>”Hachette
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And Lola: I AmChildren’S
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College Books
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{“Description”=>{“Brand”=>”Pan
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Spectra
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Little, Brown
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Literature
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{“Description”=>{“Brand”=>”Little,
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Brown Bookhttps://assetscdn.paytm.com/im
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Pan Macmillan
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{“Description”=>{“Brand”=>”Pan
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Random House
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{“Description”=>{“Brand”=>”Random
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House Publishing
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513
303
149
87
720
54
80
250
107
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257
187
63
120
149
63
250
100
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Mcgh Org Books | Literature
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EXAM STUDY GUID
Tata McGraw
Books
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Literature
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Handbook
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SPI-1st
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{“Description”=>{“Brand”=>”Macmillian”,
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Pan Macmillan
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{“Description”=>{“Brand”=>”Pan
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Guide
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Harper Collins
Books
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{“Description”=>{“Brand”=>”Harper
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India”, “Product Code”=>
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{“Description”=>{“Product
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Ballantine Books
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{“Description”=>{“Brand”=>”Ballantine
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Books”,https://assetscdn.paytm.com/im
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Little, Brown
Books
Book|Group
Literature
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{“Description”=>{“Brand”=>”Little,
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31%%| Twilight
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Random House
Books
India
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{“Description”=>{“Brand”=>”Random
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from India?s
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Pan Macmillan
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{“Description”=>{“Brand”=>”Pan
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Random House
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{“Description”=>{“Brand”=>”Random
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| Thankhttps://catalog.paytm.com
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{“Description”=>{“Brand”=>”Hachette
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“Product Code”=>”978
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BANTAM BOOKS
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{“Description”=>{“Brand”=>”BANTAM
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Books PUBLISHERS
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{“Description”=>{“Brand”=>”RANDOM
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{“Description”=>{“Brand”=>”Black
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Gump
Swan”, “Product
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Random House
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{“Description”=>{“Brand”=>”Random
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Random House
Books
Children’s
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{“Description”=>{“Brand”=>”Random
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The City Of Ember
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Rupa Publications
Books |India
Literature
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Books |India
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Random House
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{“Description”=>{“Brand”=>”Random
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Harper Collins
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Pan
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Random House
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Books
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Pan Macmillan
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{“Description”=>{“Brand”=>”Pan
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Macmillan India”,
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Seven Seas Books | Literature
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{“Description”=>{“Brand”=>”Seven
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Random House
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William Shakespeare’s
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420
225
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BloomsburyBooks | Literature
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Random House
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Random House
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Random House
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Random House
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India
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Harper Collins
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Random House
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Random House
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Harper Collins
Books
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Books | Children
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Simon & Schuster
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Books | Literature
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Pan Books Books | Literature
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College Books
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Books | Literature
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Books
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Pan Macmillan
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“Product Code”=>”978177
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Random House
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{“Description”=>{“Brand”=>”Random
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Of InnocenceHouse”, https://assetscdn.paytm.com/im
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Dell
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Random House
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Random House
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Random House
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{“Description”=>{“Brand”=>”Random
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Penguin Books | Literature
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{“Description”=>{“Brand”=>”Penguin”,
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Rupa Publications
Books |India
Literature
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{“Description”=>{“Brand”=>”Rupa
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Books |India
Literature
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Pvt Ltd& Fiction
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15%%
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{“Description”=>{“Brand”=>”McGraw-Hill
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Plumbing
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{“Description”=>{“Brand”=>”Penguin”,
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Death
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