- 文章信息
- 作者: kaiwu
- 点击数:1000
official website | https://www.ibm.com/products/spss-statistics |
history | http://www.spss.com.hk/corpinfo/history.htm |
wikipedia | https://en.wikipedia.org/wiki/SPSS |
SPSS tutorials | https://www.spss-tutorials.com/ |
SPSS video tour | https://www.spssvideotutor.com/ |
8 useful SPSS online resources | http://www.dummies.com/education/math/statistics/8-useful-spss-online-resources/ |
from wikipedia
SPSS Statistics is a statistical software suite developed by IBM for data management, advanced analytics, multivariate analysis, business intelligence, and criminal investigation. Long produced by SPSS Inc., it was acquired by IBM in 2009. Current versions (post 2015) have the brand name: IBM SPSS Statistics.
The software name originally stood for Statistical Package for the Social Sciences (SPSS), reflecting the original market, then later changed to Statistical Product and Service Solutions
1.SPSS pricing
https://www.ibm.com/products/spss-statistics/pricing
Subscription plan | 99 USD per user per month |
Perpetual and term licenses |
2.IBM SPSS Statistics GradPack and Faculty Packs
https://www.ibm.com/products/spss-statistics-gradpack
2.1hearne
https://www.hearne.software/SPSS-Selection-v28?adoper=174258_2_OT3
2.2 joureyed
https://www.journeyed.com/products/IBM+SPSS/IBM+SPSS+Statistics
2.3studentdiscounts
https://studentdiscounts.com/?adoper=174258_2_OT1
GNU PSPP is a program for statistical analysis of sampled data. It is a free as in freedom replacement for the proprietary program SPSS, and appears very similar to it with a few exceptions.
http://www.gnu.org/software/pspp/
https://en.wikipedia.org/wiki/PSPP
https://www.gnu.org/software/pspp/get.html
if you want to change the interface language, open the folder "C:\Program Files\PSPP\share\locale" to rename the default language folder.
the default language is Chinese (based on the language of operation system), I wan to choose English as the interface language.
books on SPSS:https://www.douban.com/doulist/45508075/
- Collier, J. (2009). Using SPSS Syntax: A Beginner’s Guide. SAGE.
-
Coolican, H. (2019). Research Methods and Statistics in Psychology (7th). Routledge.
- Dancey, C. P., & Reidy, J. (2020). Statistics Without Maths for Psychology (8th). Pearson.
- Field, A. (2009). Discovering Statistics Using SPSS (3rd). SAGE.
- Field, A. (2017). Discovering Statistics Using IBM SPSS Statistics (5th). SAGE.
- George, D., & Mallery, P. (2022). IBM SPSS Statistics 27 Step by Step: A Simple Guide and Reference (17th). Routledge.
- Howitt, D., & Cramer, D. (2017). Understanding Statistics in Psychology with SPSS (7th). Pearson.
- Roni, S. M., & Djajadikerta, H. G. (2021). Data Analysis with SPSS for Survey-based Research. Springer.
- Sarstedt, M., & Mooi, E. (2019). A Concise Guide to Market Research: The Process, Data, and Methods Using IBM SPSS Statistics (3rd). Springer.
- Singh Kaurav, R. P., Gursoy, D., & Chowdhary, N. (2021). An SPSS Guide for Tourism, Hospitality and Events Researchers. Routledge.
- Verma, J. P. (2016). Sports Research with Analytical Solution using SPSS . Wiley.
-
Coolican, H. (2019). Research Methods and Statistics in Psychology (7th). Routledge.
- 文章信息
- 作者: kaiwu
- 点击数:542
from wikipedia
Python is a high-level, interpreted, general-purpose programming language. Its design philosophy emphasizes code readability with the use of significant indentation. Python is dynamically-typed and garbage-collected. It supports multiple programming paradigms, including structured (particularly procedural), object-oriented and functional programming. It is often described as a "batteries included" language due to its comprehensive standard library. Guido van Rossum began working on Python in the late 1980s as a successor to the ABC programming language and first released it in 1991 as Python 0.9.0.Python 2.0 was released in 2000 and introduced new features such as list comprehensions, cycle-detecting garbage collection, reference counting, and Unicode support. Python 3.0, released in 2008, was a major revision that is not completely backward-compatible with earlier versions. Python 2 was discontinued with version 2.7.18 in 2020.Python consistently ranks as one of the most popular programming languages
The Zen of Python
Beautiful is better than ugly.
Explicit is better than implicit.
Simple is better than complex.
Complex is better than complicated.
Flat is better than nested.
Sparse is better than dense.
Readability counts.
Special cases aren't special enough to break the rules.
Although practicality beats purity.
Errors should never pass silently.
Unless explicitly silenced.
In the face of ambiguity, refuse the temptation to guess.
There should be one-- and preferably only one --obvious way to do it.
Although that way may not be obvious at first unless you're Dutch.
Now is better than never.
Although never is often better than *right* now.
If the implementation is hard to explain, it's a bad idea.
If the implementation is easy to explain, it may be a good idea.
Namespaces are one honking great idea -- let's do more of those!
https://docs.conda.io/en/latest/miniconda.html
ios apps for Python:
pythoni(2.7): https://itunes.apple.com/cn/app/pythoni/id493505744?mt=8
pythoni3.3:https://itunes.apple.com/cn/app/pythoni3.3/id585633449?mt=8
android apps for Python:
run python in the cloud
https://www.pythonanywhere.com/
https://colab.research.google.com/
- 文章信息
- 作者: kaiwu
- 点击数:510
Table of Contents
- Chapter 0 – Introduction
- Chapter 1 – Python Basics
- Chapter 2 – Flow Control
- Chapter 3 – Functions
- Chapter 4 – Lists
- Chapter 5 – Dictionaries and Structuring Data
- Chapter 6 – Manipulating Strings
- Chapter 7 – Pattern Matching with Regular Expressions
- Chapter 8 – Reading and Writing Files
- Chapter 9 – Organizing Files
- Chapter 10 – Debugging
- Chapter 11 – Web Scraping
- Chapter 12 – Working with Excel Spreadsheets
- Chapter 13 – Working with PDF and Word Documents
- Chapter 14 – Working with CSV Files and JSON Data
- Chapter 15 – Keeping Time, Scheduling Tasks, and Launching Programs
- Chapter 16 – Sending Email and Text Messages
- Chapter 17 – Manipulating Images
- Chapter 18 – Controlling the Keyboard and Mouse with GUI Automation
- Appendix A – Installing Third-Party Modules
- Appendix B – Running Programs
- Appendix C – Answers to the Practice Questions
Additional Content
- 文章信息
- 作者: kaiwu
- 点击数:546
Zotero /zoʊˈtɛroʊ/ (http://www.zotero.org/)is a free and open-source reference management software to manage bibliographic data and related research materials (such as PDF files). Features include web browser integration, online syncing, generation of in-text citations, footnotes, and bibliographies, an integrated PDF reader and note editor, as well as integration with the word processors Microsoft Word, LibreOffice Writer, and Google Docs. It was originally created at the Center for History and New Media at George Mason University, and as of 2021 is developed by the non-profit Corporation for Digital Scholarship.
books on zotero
- Bennett, F. G. (2013). Citations, Out of the Box: Adapting Zotero for legal and multilingual research. CreateSpace Independent Publishing Platform. Retrieved from https://book.douban.com/subject/24817173/
- Pope, C. (2014). How to Manage References with Zotero. Catherine Pope Limited. Retrieved from https://thedigitalresearcher.com/ebooks/how-to-manage-references-with-zotero/
- Puckett, J. (2011). Zotero: A guide for librarians, researchers, and educators. American Library Association. Retrieved from https://book.douban.com/subject/12466434/
- Puckett, J. (2017). Zotero: A guide for librarians, researchers, and educators. American Library Association. Retrieved from https://book.douban.com/subject/27165822/
1. zotero official support (user guide)
https://www.zotero.org/support/
https://www.zotero.org/static/download/zotero_user_guide.pdf
http://www.zotero.org/documentation/quick_start_guide
2. zotero user guide from universities
Georgia State University
Harvard University | https://guides.library.harvard.edu/zotero |
Princeton University | https://libguides.princeton.edu/zotero |
Cambridge University | https://libguides.cam.ac.uk/zotero |
University of Oxford | https://libguides.bodleian.ox.ac.uk/reference-management/zotero |
Johns Hopkins University | https://browse.welch.jhmi.edu/citation-management/zotero |
University of Chicago | https://guides.lib.uchicago.edu/zotero |
New York University | https://guides.nyu.edu/zotero |
University of Michigan | https://guides.lib.umich.edu/zotero |
Purdue University |
https://guides.lib.purdue.edu/zotero
|
Brown University | https://libguides.brown.edu/organize/zotero |
University of Virginia | https://guides.hsl.virginia.edu/citationmanagement/zotero |
University of Wisconsin | https://libguides.uwlax.edu/zotero |
Georgia State University | https://research.library.gsu.edu/zotero |
Fairfield University | https://librarybestbets.fairfield.edu/zotero |
Oregon State University | https://guides.library.oregonstate.edu/zotero |
http://lib.scu.edu.cn/lecture_reservation/101275
http://www.lib.sdu.edu.cn/page/id-171.html
Georgia State University
http://research.library.gsu.edu/zotero
Fairfield University
https://librarybestbets.fairfield.edu/zotero
3.zotero official account
https://www.zotero.org/settings/storage
4.Zotero plugins and apps
https://www.zotero.org/support/plugins
https://www.zotero.org/support/mobile
4.1 Zotero Citation Counts Manager
https://github.com/eschnett/zotero-citationcounts/releases
copy, paste tags of items
Notero is a Zotero plugin for syncing items and notes into Notion. To use it:
- 文章信息
- 作者: kaiwu
- 点击数:589
website | https://www.r-project.org/ |
download | https://cran.r-project.org/ |
wikipedia | |
R Packages | https://cran.r-project.org/web/packages/index.html |
Rtools | https://cran.r-project.org/bin/windows/Rtools/ |
R Journal | https://journal.r-project.org/ |
R Manuals | https://cran.r-project.org/manuals.html |
Rstudio | https://posit.co/ |
getting started with R | https://mran.microsoft.com/documents/getting-started |
February 29, 2024 | R 4.3.3 |
R is a programming language for statistical computing and graphics supported by the R Core Team and the R Foundation for Statistical Computing. Created by statisticians Ross Ihaka and Robert Gentleman, R is used among data miners, bioinformaticians and statisticians for data analysis and developing statistical software.[6] Users have created packages to augment the functions of the R language.
According to user surveys and studies of scholarly literature databases, R is one of the most commonly used programming languages used in data mining.[7] As of March 2022, R ranks 11th in the TIOBE index, a measure of programming language popularity, in which the language peaked in 8th place in August 2020.[8][9]
The official R software environment is an open-source free software environment within the GNU package, available under the GNU General Public License. It is written primarily in C, Fortran, and R itself (partially self-hosting). Precompiled executables are provided for various operating systems. R has a command line interface.[10] Multiple third-party graphical user interfaces are also available, such as RStudio, an integrated development environment, and Jupyter, a notebook interface.
https://cran.r-project.org/bin/windows/base/rw-FAQ.html
2.2 How do I install R for Windows?
Current binary versions of R are known to run on Windows 7 or later. R 4.1 is the last version that supported 32-bit versions: See Can I use R on 64-bit Windows?. R 4.2.0 requires the Universal C Runtime (UCRT), which is included in Windows 10 and Windows Server 2016 or newer. On earlier versions of Windows, UCRT has to be installed before installing R. UCRT is available for Windows since Windows Vista SP2 and Windows Server 2008 SP2. Windows XP is no longer supported.
2.26 Can I use R on 64-bit Windows?
Yes, and this is the primarily used and the only tested option now. Since R 4.2.0, 32-bit builds are no longer provided.
R IDE(integrated development environment)
Rstudio
https://posit.co/download/rstudio-desktop/
Jupyter Notebook
https://www.practicaldatascience.org/html/jupyter_r_notebooks.html
install.packages("IRkernel")
IRkernel::installspec()
nteract
install.packages(c('repr', 'IRdisplay', 'evaluate', 'crayon', 'pbdZMQ', 'devtools', 'uuid', 'digest'))
devtools::install_github('IRkernel/IRkernel')
IRkernel::installspec()
Rcode
http://www.pgm-solutions.com/rcode/download
Tinn-R
Visual Studio Code
https://code.visualstudio.com/
RKWard
https://rkward.kde.org/index.html
Microsoft R
Running R in the cloud
https://www.tutorialspoint.com/execute_r_online.php
JASP
Jamovi
https://www.jamovi.org/
History of R
Robert Gentleman
Ross Ihaka
R is an implementation of the S programming language combined with lexical scoping semantics, inspired by Scheme.[1] S was created by John Chambers in 1976 while at Bell Labs. A commercial version of S was offered as S-PLUS starting in 1988.
Much of the code written for S-PLUS runs unaltered in R.[10]
In 1991 Ross Ihaka and Robert Gentleman at the University of Auckland, New Zealand, began an alternative implementation of the basic S language, completely independent of S-PLUS, which they began publicizing in 1993.[11] It was named partly after the first names of the first two R authors and partly as a play on the name of S.[12] In 1995, Martin Maechler convinced Ihaka and Gentleman to make R free and open-source software under Version 2 of the GNU General Public License.[13][14] The R Core Team was formed in 1997 to further develop the language.[12] As of 2021, it consisted of Gentleman, Ihaka, and Maechler, plus Douglas Bates, John Chambers, Peter Dalgaard, Kurt Hornik, Tomas Kalibera, Michael Lawrence, Friedrich Leisch, Uwe Ligges, Thomas Lumley, Martin Morgan, Paul Murrell, Martyn Plummer, Brian Ripley, Deepayan Sarkar, Duncan Temple Lang, Luke Tierney, and Simon Urbanek. Heiner Schwarte, Guido Masarotto, Stefano Iacus, Seth Falcon, and Duncan Murdoch were also formerly members.[15]
The first official release came in 1995.[11] The Comprehensive R Archive Network (CRAN) was officially announced 23 April 1997 with 3 mirrors and 12 contributed packages.[16] The first official "stable beta" version (v1.0) was released 29 February 2000.[17][18]
The CRAN package repository features 18391 available packages on August 10, 2022.
https://cran.r-project.org/web/packages/index.html
https://www.tiobe.com/tiobe-index/r/
Downloads (https://cranlogs.r-pkg.org/badges/mltools)
Downloads in last day (https://cranlogs.r-pkg.org/badges/last-day/mltools)
Grand total (https://cranlogs.r-pkg.org/badges/grand-total/mltools)
App for r package downloads(David Robinson)
https://ipub.com/dev-corner/apps/r-package-downloads/
https://www.analyticsvidhya.com/wp-content/uploads/2016/07/DataAnalysis_R.pdf
Microsoft R Application Network: https://mran.microsoft.com/
Quick-R
R bloggers
Data Science Made simple
http://www.datasciencemadesimple.com/learn-r-what-is-r/
Data Camp
Try R
Database using R
R for excel
https://www.rforexcelusers.com/
- Handling Strings with R. This book aims to help you get started with manipulating strings with R (new bookdown version, work in progress).
- Handling and Processing Strings in R (old pdf version).
- Pack YouR Code. This book aims to help you get started with the creation of an R package (work in progress).
- A Matrix Algebra Companion for Statistical Learning. The purpose of this book is to help you understand how statistical notions are connected to matrix algebra concepts that constantly appear around Statistical Learning methods (work in progress).
- PLS Path Modeling with R. This book provides a hands-on introduction to Partial Least Squares Path Modeling (PLS-PM) using the R package "plspm".
- The Saga of PLS. This text narrates the story behind the origins, development, and evolution of Partial Least Squares (PLS) methods.