From f304d459c5278a135650296d2b1c407314d903fb Mon Sep 17 00:00:00 2001 From: Christian Cleberg Date: Mon, 23 Jun 2025 15:20:07 -0500 Subject: feat(blog): update blog post titles and fix character bugs --- content/blog/2021-08-25-audit-sampling.org | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) (limited to 'content/blog/2021-08-25-audit-sampling.org') diff --git a/content/blog/2021-08-25-audit-sampling.org b/content/blog/2021-08-25-audit-sampling.org index 5450df7..e7080b4 100644 --- a/content/blog/2021-08-25-audit-sampling.org +++ b/content/blog/2021-08-25-audit-sampling.org @@ -1,6 +1,6 @@ #+date: <2021-08-25 Wed 00:00:00> -#+title: Audit Sampling Procedures Using Python and Pandas Libraries -#+description: Presentation of methods for implementing audit sampling techniques including simple random, stratified, and systematic sampling using Python’s Pandas library for precise audit outcomes. +#+title: Audit Sampling Made Easy: Using Pandas for Random and Stratified Samples +#+description: Presentation of methods for implementing audit sampling techniques including simple random, stratified, and systematic sampling using Python's Pandas library for precise audit outcomes. #+slug: audit-sampling #+filetags: :python:pandas:audit-sampling: @@ -16,7 +16,7 @@ represent the population. However, sampling data within the world of audit still seems to confuse quite a lot of people. While some audit-focused tools have introduced -sampling functionality (e.g. Wdesk), many audit departments and firms +sampling functionality (e.g. Wdesk), many audit departments and firms cannot use software like this due to certain constraints, such as the team's budget or knowledge. Here is where this article comes in: we're going to use [[https://www.python.org][Python]], a free and open-source -- cgit v1.2.3-70-g09d2