你的CITATION.cff格式正確嗎？ 用CITATION.cff驗證工具來檢查吧！ / Is Your CITATION.cff Format Correct? Check It With the CITATION.cff Validator!

CITATION.cff是用於記錄供人引用資訊的一種YAML純文字格式。那要怎麼知道自己寫的CITATION.cff是否正確呢？我們可以用R套件cffr來驗證。我在Colab把它寫成了可以線上使用的CITATION.cff驗證工具了，讓我們一起來看看怎麼使用吧。

CITATION.cff is a plain text YAML format for recording citation information. How can you tell if your CITATION.cff is correct? We can use the R package cffr for validation. I've created an online CITATION.cff validator using Colab. Let's take a look at how to use it.

量表Cronbach's Alpha內部信度分析計算器：以Colab實作 / Cronbach's Alpha Internal Consistency Reliability Calculator: Implementation Using Colab

我開發了一份Colab筆記本「內部一致性信度分析：Cronbach's Alpha計算器」，方便大家分析量表的內部一致信信度Cronbach's Alpha。這份筆記本能夠分析整份量表的Cronbach's Alpha，也可以各別計算量表中各個構面(subscaler)的Alpha係數。同時計算器還會用逐一移除題目的方式，藉由指出移除後能夠提高Cronbach's Alpha的題目，讓研究者仔細檢視量表的設計是否有改善空間。

I developed a Colab notebook titled "Internal Consistency Reliability Analysis: Cronbach's Alpha Calculator" to facilitate the analysis of a scale's internal consistency reliability using Cronbach's alpha. This notebook can analyze the Cronbach's alpha for the entire scale, as well as calculate the alpha coefficient for individual subscales. The calculator also performs item-level analysis, identifying items whose removal would increase Cronbach's alpha, allowing researchers to carefully examine and potentially improve the scale's design.

如何在Colab執行程式？ / How to Run all Codes in Colab?

使用Colab來進行資料分析時，必須要經過程式執行的動作，才能取得執行後的分析結果。以下就讓我來看看怎麽在Colab裡面執行程式。

When performing data analysis using Colab, you must execute the code to obtain the analysis results. Let's take a look at how to execute codes within Colab.

如何在Colab上傳和下載檔案？ / How to Upload and Download Files to Colab?

在Colab分析資料是現在很常用的技巧。但要將檔案上傳到Colab中，你需要進行以下的操作。

Analyzing data in Colab is a common technique nowadays.  However, to upload files to Colab, you need to perform the following steps.

將Python的運算結果，用JavaScript的Cytoscape顯示 / Display the calculation results of Python in Cytoscape of JavaScript

背後運算用Colab，前端顯示用JavaScript跟CSS，世界頓時開闊了起來。

AI老師教教我！用AI改報告 / How to Get Report Revision Suggestions from Chat-based AI?

你想請ChatGPT這種聊天機器人幫你改報告，但是報告內容太長、還有表格等格式，導致你的複製貼上讓AI也看不懂，怎麼辦好呢？這時候不妨試著用我做的「AI改報告提問器」來產生適合的提問內容吧。

Google雲端硬碟檔案「數量」限制 / The Limitation on “The Number of Files” in Google Drive

訂閱大容量Google Drive的使用者，可能要注意一下你們的檔案數量了。

用Colab分享Google雲端硬碟裡的檔案 / Use Colab to Get the Sharable Link of a Specific File in Google Drive

如果要分享Google雲端硬碟裡面的檔案，比起用滑鼠點到出現腕隧道症候群，有沒有更好的方法呢？