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项目作者： tezzytezzy

项目描述 ：
Complete Guide to Data Munging
高级语言： Jupyter Notebook
项目地址: git://github.com/tezzytezzy/us-flight-delay.git
创建时间： 2019-10-24T02:38:51Z
项目社区：https://github.com/tezzytezzy/us-flight-delay
开源协议：
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US Flight Delay

Objective

Demonstrate data munging through the following actions.

:one: Distribution assessment by checking and eliminating samples with Not a Number (NaN) fields
:two: Outlier elimination via Tukey Fences and Z-Scores
:three: Categorical value transformation and encoding

Installation

  1. pandas                    0.25.2           py37he6710b0_0  
  2. pyarrow                   0.13.0           py37he6710b0_0 
  3. category-encoders         2.1.0                    pypi_0    pypi

Data Source

flight_data.csv (393Mb)

Reference

Python Machine Learning by Wei-Ming Lee (ISBN: 978-1-119-54563-7)