Making informative visualizations (sometimes calledplots) is one of the most important tasks in data analysis. It may be a part of the exploratory process—for example, to help identify outliers or needed data
For statistical analysis, R seems to be the better choice while Python provides a more general approach to data science. Both R and Python are considered state of the art in terms of programming language oriented towards data science. Knowing both of them is, of course, the ideal solution wh...
For Excel users, this opens a new world of data analysis potential previously limited to data scientists and developers. Within your familiar spreadsheet environment, you can now harness Python’s power to perform complex statistical analyses with popular packages such as pandas and statsmodels and cr...
· 用户群体：统计研究跟数据分析者，倾向 R；工程开发和定制产品者，倾向 Python。· 功能：在 R 中...
Python for Data Analysis — Python数据分析的优质项目。 Scikit学习文档— Scikit学习是主要的Python机器学习库。它具有一些出色的极其详尽的文档和教程。 CS109- 这是哈佛的课程,讲授使用Python进行数据科学。他们在线上有一些项目和全部资料。 行动应用程式 Kivy指南— Kivy是开源Python函式库,用于开发行动应用程序和...
Sacpy, an effecient Statistical Analysis tool for Climate and Meteorology data.Author : Zilu Menge-mail : zilumeng@uw.edugithub : https://github.com/ZiluM/sacpypypi : https://pypi.org/project/sacpy/Document: https://zilum.github.io/sacpy/version...
The library has numerous applications, such as natural sciences, engineering, modeling, and analysis of financial markets. 8. graph-tool Graph-toolis a module for the manipulation and statistical analysis of graphs. 9. matplotlib Matplotlibis a Python 2D plotting library that produces publication-qua...
This tutorial will introduce the use of Python for statistical data analysis, using data stored as Pandas DataFrame objects. Much of the work involved in analyzing data resides in importing, cleaning and transforming data in preparation for analysis. Therefore, the first half of the course is comp...
Time series analysis: AR, ARMA, ARIMA, VAR, and other models Nonparametric methods: Kernel density estimation, kernel regression Visualization of statistical model results statsmodels is more focused on statistical inference, providing uncertainty estimates andp-values for parameters. scikit-learn, by con...
SPSS -short for “statistical package for the social sciences”- is user friendly software for data editing/analysis and statistical procedures. SPSS is much older than Python: it's already been in use since 1968. x Play Video Now Playing x Play Video What Is Encapsulation In Python ...