Pandas in 7 Days | Utilize Python to Manipulate Data, Conduct Scientific Computing, Time Series Analysis, and Exploratory Data Analysis (English Edition)

Editore

BPB Publications

Data di pubblicazione

2022

Lingua

Inglese

ISBN 10

9355512139

ISBN 13

9789355512130

Rilegatura

Taschenbuch

Condizione

Neu

Dimensioni

Peso

798 grammi

Cataloghi dei venditori

B�cher

Descrizione articolo

Riassunto

Make data analysis fast, reliable, and clean with Python, Pandas and Matplotlib.

Key Features

● A detailed walk-through of the Pandas library's features with multiple examples.

● Numerous graphical representations and reporting capabilities using popular Matplotlib.

● A high-level overview of extracting data from including files, databases, and the web.

Description

No matter how large or small your dataset is, the author 'Fabio Nelli' simply used this book to teach all the finest technical coaching on applying Pandas to conduct data analysis with zero worries.

Both newcomers and seasoned professionals will benefit from this book. It teaches you how to use the pandas library in just one week. Every day of the week, you'll learn and practise the features and data analysis exercises listed below:

Day 01: Get familiar with the fundamental data structures of pandas, including Declaration, data upload, indexing, and so on.

Day 02: Execute commands and operations related to data selection and extraction, including slicing, sorting, masking, iteration, and query execution.

Day 03: Advanced commands and operations such as grouping, multi-indexing, reshaping, cross-tabulations, and aggregations.

Day 04: Working with several data frames, including comparison, joins, concatenation, and merges.

Day 05: Cleaning, pre-processing, and numerous strategies for data extraction from external files, the web, databases, and other data sources.

Day 06: Working with missing data, interpolation, duplicate labels, boolean data types, text data, and time-series datasets.

Day 07: Introduction to Jupyter Notebooks, interactive data analysis, and analytical reporting with Matplotlib's stunning graphics.

What you will learn

●Extract, cleanse, and process data from databases, text files, HTML pages, and JSON data.

●Work with DataFrames and Series, and apply functions to scale data manipulations.

●Graph your findings using charts typically used in modern business analytics.

●Learn to use all of the pandas basic and advanced features independently.

● Storing and manipulating labeled/columnar data efficiently.

Who this book is for

If you're looking to expedite a data science or sophisticated data analysis project, you've come to the perfect place. Each data analysis topic is covered step-by-step with real-world examples. Python knowledge isn't required however, knowing a little bit helps

Table of Contents

1. Pandas, the Python library

2. Setting up a Data Analysis Environment

3. Day 1 - Data Structures in Pandas library

4. Day 2 - Working within a DataFrame, Basic Functionalities

5. Day 3 - Working within a DataFrame, Advanced Functionalities

6. Day 4 - Working with two or more DataFrames

7. Day 5 - Working with data sources and real-word datasets

8. Day 6 - Troubleshooting Challenges wit Real Datasets

9. Day 7 - Data Visualization and Reporting

10. Conclusion – Moving Beyond

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Descrizione libreria

preigu betreibt einen Onlineversandhandel mit �ber 1 Mio. Produkten in verschiedenen Sortimenten. Das Kernsortiment besteht aus B�chern, Medien und Spielwaren. Ein gelungenes Einkaufserlebnis ist das Ziel einer jeden Bestellung bei preigu, denn der Kunde und seine Zufriedenheit stehen an erster Stelle. preigu setzt daher auf einen kompetenten Kundenservice, funktionierende Prozesse und schnelle Reaktion.

Visita la pagina della libreria

Informazioni sull?azienda del venditore

preigu GmbH & Co. KG
Lengericher Landstra�e 19, Osnabr�ck, 49078, Germany

Condizioni di vendita e spedizione

Condizioni di vendita

Standard Business Terms and customer information / data protection declaration / battery disposal

I. Standard business terms

� 1 Basic provisions

(1) The following terms and conditions of business apply for all contracts concluded with us as the supplier (preigu GmbH & Co. KG) via the websites AbeBooks and/or ZVAB. Unless otherwise agreed, the inclusion of your own terms and conditions is explicitly rejected.

(2) A ?consumer' in the sense of the following regulations is every natural person who ...

Ulteriori informazioni

Diritto di recesso

Instructions for revocation

Revocation right for consumers
(A ‘consumer' is any natural person who concludes a legal transaction which, to an overwhelming extent, cannot be attributed to either his commercial or independent professional activities.)

Instructions for revocation

Revocation right
You have the right to revoke this contract within 14 days without specifying any reasons.
The revocation period is 14 days with effect from the day,

on which you or a third party nominated by you, which is not the carrier, had taken possession of the products, provided you had ordered one or more products within the scope of a standard order and this/these product/products is/are delivered uniformly;
on which you or a third party nominated by you, which is not the carrier, had taken possession of the last product, provided you had ordered several products within the scope of a standard order and these products are delivered separately;
on which you or a third party nominated by you, which is not the carrier, had taken possession of the last part delivery or the last unit, provided you had ordered a product, which is delivered in several part deliveries or units;

To exercise your right of withdrawal, you must inform us (preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabr�ck, Telephone number: +49 (0) 541 / 580 72 84, E-Mail address: mail@preigu.de) by means of a clear declaration (e.g. a letter sent by post, or an e-mail) of your decision to withdraw from this contract. You can use the attached model withdrawal form for this purpose, which is, however, not mandatory.

In order to safeguard the revocation period, it is sufficient that you send the notification about the exercise of the revocation right before the expiry of the revocation period.

Consequences of the revocation

If you revoke this contract, we shall repay all the payments, which we received from you, including the delivery costs (with the exception of additional costs, which arise from that fact that you selected a form of delivery other than the most reasonable standard delivery offered by us), immediately and at the latest within 14 days from the day on which we received the notification about the revocation of this contract from you. We use the same means of payment, which you had originally used during the original transaction, for this repayment unless expressly agreed otherwise with you; you will not be charged any fees owing to this repayment.

We can refuse the repayment until the products are returned to us or until you have furnished evidence that you have sent the products back to us, depending on whichever is earlier.

You must return or transfer the products to us immediately and, in any case, at the latest within 14 days with effect from the day on which you inform us of the revocation of this contract. The deadline is maintained if you send the products before the expiry of the 14 day deadline.

You bear the direct costs for returning the products.

You must pay for any depreciation of the products only if this depreciation can be attributed to any handling with you that was not necessary for checking the condition, features and functionality of the products.

Criteria for exclusion or expiry

The revocation right is not available for contracts

for delivery of products, which are not prefabricated and for whose manufacturing an individual selection or stipulation by the consumer is important or which are clearly tailored to the personal requirements of the consumer;
for delivery of products, which can spoil quickly or whose use-by date would be exceeded quickly;
for delivery of alcoholic drinks, whose price was agreed at the time of concluding the contract, which however can be delivered 30 days after the conclusion of the contract at the earliest and whose current value depends on the fluctuations in the market, on which the entrepreneur has no influence;
for delivery of newspapers, periodicals or magazines with the exception of subscription contracts. The revocation right expires prematurely in case of contracts
for delivery of sealed products, which are not suitable for return for reasons of health protection or hygiene if their seal has been removed after the delivery;
for delivery of products if they have been mixed inseparably with other goods after the delivery, owing to their condition;
for delivery of sound or video recording or computer software in a sealed package if the seal has been removed after the delivery.

Specimen - revocation form

(If you wish to revoke the contract, please fill up this form and send it back to us.)

To preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabr�ck, Email address: mail@preigu.de :
I/we () herewith revoke the contract concluded by me/ us () regarding the purchase of the following products ()/
the provision of the following service ()
Ordered on ()/ received on ()
Name of the consumer(s)
Address of the consumer(s)
Signature of the consumer(s) (only in case of a notification on paper)
Date

(*) Cross out the incorrect option.

Condizioni di spedizione

Tariffe di spedizione da Germania a U.S.A.

Tariffe di spedizione da Germania a U.S.A.
Quantit� dell?ordine	Da 60 a 60 giorni lavorativi	Da 60 a 60 giorni lavorativi
Primo articolo	EUR 70.00	EUR 70.00

I tempi di consegna sono stabiliti dai venditori e variano in base al corriere e al paese. Gli ordini che devono attraversare una dogana possono subire ritardi e spetta agli acquirenti pagare eventuali tariffe o dazi associati. I venditori possono contattarti in merito ad addebiti aggiuntivi dovuti a eventuali maggiorazioni dei costi di spedizione dei tuoi articoli.

Informazioni dettagliate sul venditore