A-Z Popular Blog Data Search »
Data
Simplicable Guide
A-Z
Search
Popular
Sitemap
Advertisements
Technology Guides
Data
top   »  information technology   »  data   »  data science   »  data wrangling

What is Data Wrangling?

 , November 08, 2016
Data wrangling is the process of cleaning and transforming data so that it can be consumed by information technology. It is typically a semi-automated process that involves an element of skill in identifying and transforming data using tools such as ETL. In many cases, a data wrangler writes custom code to perform a conversion.
Data wrangling is associated with large, messy sets of raw unstructured data. The output of data wrangling is something that is usable by information technologies such as user interfaces, automations, transaction systems, machine learning and analytics.
Overview: Data Wrangling
TypeData Science
DefinitionThe process of capturing raw data and transforming it into a format that is usable by information technology.
Also Known AsData munging
Related ConceptsData Massage
Dark Data
Machine Learning
Unstructured Data

Data

This is the complete list of articles we have written about data.
Abstract Data
Atomic Data
Big Data
Causality
Cohort
Cohort Analysis
Dark Data
Data
Data Analysis
Data Architecture
Data Attribute
Data Cleansing
Data Collection
Data Complexity
Data Consumer
Data Control
Data Corruption
Data Custodian
Data Degradation
Data Dredging
Data Entity
Data Federation
Data Integration
Data Integrity
Data Liberation
Data Lineage
Data Literacy
Data Loss
Data Management
Data Massage
Data Migration
Data Mining
Data Owner
Data Producer
Data Quality
Data Remanence
Data Risks
Data Rot
Data Science
Data Security
Data States
Data Uncertainty
Data Veracity
Data View
Data Volume
Data Wipe
Decision Support
Deep Magic
Degaussing
Empirical Evidence
ETL
Event Data
Hard Data
Information Assurance
Legacy Data
Machine Data
Machine Learning
Market Research
Master Data
Metadata
Metrics
Misuse of Statistics
Overfitting
Personal Data
Personal Information
Predictive Analytics
Primary Data
Primary Research
Privacy
Qualitative Data
Qualitative Info
Quantification
Quantitative Data
Raw Data
Reference Data
Small Data
Soft Data
Source Data
Statistical Analysis
Statistical Population
Structured Data
Transactional Data
Types Of Data
Unstructured Data
If you enjoyed this page, please consider bookmarking Simplicable.
 
Cite »

Data

An overview of data with a list of examples.

Types Of Data

The basic types of data.

Dark Data

The definition of dark data with examples.

Data Massage

The mysteries of data massage.

Data Definition

Several useful definitions of data.

Analytics

A definition of analytics with examples.

Data vs Information

The difference between data and information.

Hard Data vs Soft Data

The difference between hard data and soft data.

Human Readable

A definition of human readable.

Data Loss

The common types of data loss.

Types Of Artificial Intelligence

A few common types of artificial intelligence.

Technological Singularity

Technological singularity explained.

Affective Computing

Artificial intelligence and emotion.

Artificial Life

An overview of artificial life.

Machine Logic

How artificial intelligence can be illogical.

Deep Learning

A definition of deep learning with examples.

Supervised Learning vs Unsupervised Learning

The difference between supervised and unsupervised learning with an example.

Natural Language Processing

The common types of natural language processing.

Autonomous Systems

Common types of autonomous systems.

Artificial Intelligence Examples

Common examples of artificial intelligence.

Trending

The most popular articles on Simplicable in the past day.

New Articles

Recent posts or updates on Simplicable.
Site Map
Benchmarking
Business Analysis
Coding
Communication
Compliance
Networking
Computing
Creativity
Cryptography
Data
Design
Design Thinking
Governance
Information Security
Information Technology
Infrastructure
Knowledge Management
Management
Metrics
Organizational Culture
Problem Solving
Productivity
Project Management
More ...
© 2010-2023 Simplicable. All Rights Reserved. Reproduction of materials found on this site, in any form, without explicit permission is prohibited.

View credits & copyrights or citation information for this page.

About     Privacy Policy     Cookies Terms of Use     Contact Us


Cookies help us deliver our services. You have choices regarding these cookies. Please visit our privacy policy, cookie policy and consent tool to learn more.


Copyright 2002-2023 Simplicable. All rights reserved. This material may not be published, broadcast, rewritten, redistributed or translated. Report violations here.