- 文章信息
- 作者: kaiwu
- 点击数:791
Frey, C. B., & Osborne, M. A. (2017). The future of employment: How susceptible are jobs to computerisation? Technological Forecasting and Social Change, 114, 254–280. http://dx.doi.org/10.1016/j.techfore.2016.08.019
https://www.sciencedirect.com/science/article/pii/S0040162516302244
https://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf
“Tech Support” by R. Kikuo Johnson.
https://www.newyorker.com/culture/cover-story/cover-story-2017-10-23
https://www.npr.org/sections/money/2015/05/21/408234543/will-your-job-be-done-by-a-machine
Source: The Future of Employment: How Susceptible Are Jobs to Computerisation? Data provided by the authors.
Credit: Quoctrung Bui and Christopher Groskopf/NPR; Illustrations by Naftali Beder
- 文章信息
- 作者: kaiwu
- 点击数:1501
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:860
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:816
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:892
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
https://github.com/jackhanyuan/zotero-better-plugin
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:
Better Notes (BN) is a plugin for Zotero.
BN streamlines your workflows of:
- paper reading
- annotating
- note taking
- metadata analyzing
- knowledge exporting
- AI writing assistant
and:
- works out of the box
- highly customizable
- all in Zotero
🤔 What can it do?
🖇️ Connect knowledge fragments with note link. With one click. Learn more →
🗂️ Simplify and automate knowledge analysis with extensive note templates. With one click. Learn more →
🔄️ Keep in sync with your Markdown files. Two-way, automatically. Learn more →
🖨️ Export notes to different formats: Markdown, Docx, PDF, and mind map. Learn more →
📝 Enhancements for Zotero's note editor with outline, link relation, view images.... Open as much note tabs/windows as you like!
4.8 zoplicate
A plugin that does one thing only: Detect and Manage duplicate items in .
- Duplicates Detection
- Detects if newly imported items are duplicates of existing ones in the Zotero library.
- You can choose which version of duplicate items to use as the master item and merge them.
- The actions you can take:
- Keep New: Set the new item as the master item and merge the duplicates.
- Keep Old: Set the existing item as the master item and merge the duplicates.
- Keep All: Keep both the new item and the existing item.
- Merge Manually: Go to the Duplicate Items Panel and merge the duplicate item manually.
- Auto-Bulk Merge
- Merges all duplicate items in the library automatically.
- Introduced in Version 2.0.0.
- Non-duplicates Management
- Allows marking items as "Non-duplicates" if mistakenly identified as duplicates by Zotero.
- Introduced in Version 3.0.0.
- Show Duplicate Statistics
- Append the duplicate count on the label of Duplicate Items pane.
- Introduced in Version 2.3.0.
4.9 zotero GPT
https://github.com/MuiseDestiny/zotero-gpt
Features about GPT:
- 🔗 Integrate with Zotero: You can use the plugin to search and ask items in the library based on the selected text or the PDF file.
- 🧠 Use GPT to generate reply text: support
gpt-3.5-turbo
andgpt-4
- 🏷️ Command tags: Click once to accelerate your research.
- 💬 Ask questions about current PDF file (full-text or selected text).
- 💬 Ask questions about selected paper (Abstract).
- 📝 Summarize the selected paper into several highly condensed sentences.
- 🔍 Search items in the library based on the selected text.
- ... ...
- ⚙️ Advanced settings for GPT: You can set the api key, model name, api url, temperature.
- 📚 Integrate with Better Notes: You can directly open this plugin when using Better Notes.
Features about UI:
- 🎨 Real-time markdown rendering for reply text: Latex and mathjax are supported.
- 🔍 Zoom in and out of the reply text or the size of the plugin window.
- 🖱️ Move the plugin window to any position on the screen.
- 📋 Copy the reply text to the clipboard.
- ⚠️ Detailed error message will be displayed when the request fails.
- 🔧 Compatible with Zotero 6 and Zotero 7.
- 🎉 Discover more exciting features that are not listed here.