Clojure Data Analysis Cookbook - Second Edition
eBook - ePub

Clojure Data Analysis Cookbook - Second Edition

Eric Rochester

Partager le livre
  1. 372 pages
  2. English
  3. ePUB (adapté aux mobiles)
  4. Disponible sur iOS et Android
eBook - ePub

Clojure Data Analysis Cookbook - Second Edition

Eric Rochester

DĂ©tails du livre
Aperçu du livre
Table des matiĂšres
Citations

Foire aux questions

Comment puis-je résilier mon abonnement ?
Il vous suffit de vous rendre dans la section compte dans paramĂštres et de cliquer sur « RĂ©silier l’abonnement ». C’est aussi simple que cela ! Une fois que vous aurez rĂ©siliĂ© votre abonnement, il restera actif pour le reste de la pĂ©riode pour laquelle vous avez payĂ©. DĂ©couvrez-en plus ici.
Puis-je / comment puis-je télécharger des livres ?
Pour le moment, tous nos livres en format ePub adaptĂ©s aux mobiles peuvent ĂȘtre tĂ©lĂ©chargĂ©s via l’application. La plupart de nos PDF sont Ă©galement disponibles en tĂ©lĂ©chargement et les autres seront tĂ©lĂ©chargeables trĂšs prochainement. DĂ©couvrez-en plus ici.
Quelle est la différence entre les formules tarifaires ?
Les deux abonnements vous donnent un accĂšs complet Ă  la bibliothĂšque et Ă  toutes les fonctionnalitĂ©s de Perlego. Les seules diffĂ©rences sont les tarifs ainsi que la pĂ©riode d’abonnement : avec l’abonnement annuel, vous Ă©conomiserez environ 30 % par rapport Ă  12 mois d’abonnement mensuel.
Qu’est-ce que Perlego ?
Nous sommes un service d’abonnement Ă  des ouvrages universitaires en ligne, oĂč vous pouvez accĂ©der Ă  toute une bibliothĂšque pour un prix infĂ©rieur Ă  celui d’un seul livre par mois. Avec plus d’un million de livres sur plus de 1 000 sujets, nous avons ce qu’il vous faut ! DĂ©couvrez-en plus ici.
Prenez-vous en charge la synthÚse vocale ?
Recherchez le symbole Écouter sur votre prochain livre pour voir si vous pouvez l’écouter. L’outil Écouter lit le texte Ă  haute voix pour vous, en surlignant le passage qui est en cours de lecture. Vous pouvez le mettre sur pause, l’accĂ©lĂ©rer ou le ralentir. DĂ©couvrez-en plus ici.
Est-ce que Clojure Data Analysis Cookbook - Second Edition est un PDF/ePUB en ligne ?
Oui, vous pouvez accĂ©der Ă  Clojure Data Analysis Cookbook - Second Edition par Eric Rochester en format PDF et/ou ePUB ainsi qu’à d’autres livres populaires dans Informatica et Visualizzazione di dati. Nous disposons de plus d’un million d’ouvrages Ă  dĂ©couvrir dans notre catalogue.

Informations

Éditeur
Packt Publishing
Année
2015
ISBN
9781784390297
Sujet
Informatica
Sous-sujet
Visualizzazione di dati

Clojure Data Analysis Cookbook Second Edition

Table of Contents

Clojure Data Analysis Cookbook Second Edition
Credits
About the Author
About the Reviewers
www.PacktPub.com
Support files, eBooks, discount offers, and more
Why subscribe?
Free access for Packt account holders
Preface
What this book covers
What you need for this book
Who this book is for
Conventions
Reader feedback
Customer support
Downloading the example code
Downloading the color images of this book
Errata
Piracy
Questions
1. Importing Data for Analysis
Introduction
Creating a new project
Getting ready
How to do it...
How it works...
Reading CSV data into Incanter datasets
Getting ready
How to do it

How it works

There's more

Reading JSON data into Incanter datasets
Getting ready
How to do it

How it works

Reading data from Excel with Incanter
Getting ready
How to do it

How it works

Reading data from JDBC databases
Getting ready
How to do it

How it works

See also
Reading XML data into Incanter datasets
Getting ready
How to do it

How it works

There's more

Navigating structures with zippers
Processing in a pipeline
Comparing XML and JSON
Scraping data from tables in web pages
Getting ready
How to do it

How it works

See also
Scraping textual data from web pages
Getting ready
How to do it

How it works

Reading RDF data
Getting ready
How to do it

How it works

See also
Querying RDF data with SPARQL
Getting ready
How to do it

How it works

There's more

Aggregating data from different formats
Getting ready
How to do it

Creating the triple store
Scraping exchange rates
Loading currency data and tying it all together
How it works

See also
2. Cleaning and Validating Data
Introduction
Cleaning data with regular expressions
Getting ready
How to do it

How it works

There's more...
See also
Maintaining consistency with synonym maps
Getting ready
How to do it

How it works

See also
Identifying and removing duplicate data
Getting ready
How to do it

How it works

There's more

Regularizing numbers
Getting ready
How to do it

How it works

Calculating relative values
Getting ready
How to do it

How it works

Parsing dates and times
Getting ready
How to do it

There's more

Lazily processing very large data sets
Getting ready
How to do it

How it works

Sampling from very large data sets
Getting ready
How to do it

Sampling by percentage
Sampling exactly
How it works

Fixing spelling errors
Getting ready
How to do it

How it works

There's more

Parsing custom data formats
Getting ready
How to do it

How it works

Validating data with Valip
Getting ready
How to do it

How it works

3. Managing Complexity with Concurrent Programming
Introduction
Managing program complexity with STM
Getting ready
How to do it

How it works

See also
Managing program complexity with agents
Getting ready
How to do it

How it works

See also
Getting better performance with commute
Getting ready
How to do it

How it works

Combining agents and STM
Getting ready
How to do it

How it works

Maintaining consistency with ensure
Getting ready
How to do it

How it works

Introducing safe side effects into the STM
Getting ready
How to do it

Maintaining data consistency with validators
Getting ready
How to do it

How it works

See also
Monitoring processing with watchers
Getting ready
How to do it

How it works

Debugging concurrent programs with watchers
Getting ready
How to do it

There's more...
Recovering from errors in agents
How to do it

Failing on errors
Continuing on errors
Using a custom error handler
There's more...
Managing large inputs with sized queues
How to do it

How it works...
4. Improving Performance with Parallel Programming
Introduction
Parallelizing processing with pmap
How to do it

How it works

There's more

See also
Parallelizing processing with Incanter
Getting ready
How to do it

How it works

Partitioning Monte Carlo simulations for better pmap performance
Getting ready
How to do it

How it works

Estimating with Monte Carlo simulations
Chunking data for pmap
Finding the optimal partition size with simulated annealing
Getting ready
How to do it

How it works

There's more

Combining function calls with reducers
Getting ready
How to do it

What happened here?
There's more...
See also
Parallelizing with reducers
Getting ready
How to do it

How it works

See also
Generating online summary statistics for data streams with reducers
Getting ready
How to do it

Using type hints
Getting ready
How to do it

How it works

See also
Benchmarking with Criterium
Getting ready
How to do it

How it works

See also
5. Distributed Data Processing with Cascalog
Introduction
Initializing Cascalog and Hadoop for distributed processing
Getting ready
How to do it

How it works

See also
Querying data with Cascalog
Getting ready
How to do it

How it works

There's more
Distributing data with Apache HDFS
Getting ready
How to do it

How it works

Parsing CSV files with Cascalog
Getting ready
How to do it

How it works

There's more
Executing complex queries with Cascalog
Getting ready
How to do it

Aggregating data with Cascalog
Getting ready
How to do it

There's more
Defining new Cascalog operators
Getting ready
How to do it

Creating map operators
Creating map concatenation operators
Creating filter operators
C...

Table des matiĂšres