diff --git a/README.md b/README.md
index 9314f37..ef5b73f 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@
 [![CI](https://github.com/SciML/ParallelParticleSwarms.jl/actions/workflows/CI.yml/badge.svg)](https://github.com/SciML/ParallelParticleSwarms.jl/actions/workflows/CI.yml)
 [![Build status](https://badge.buildkite.com/caf5d6f9d5129b5796049b085df39fd8fab055826b513d361e.svg)](https://buildkite.com/julialang/parallelparticleswarms-dot-jl)
 [![codecov](https://codecov.io/gh/utkarsh530/ParallelParticleSwarms.jl/graph/badge.svg?token=H5U5UAIRXX)](https://codecov.io/gh/utkarsh530/ParallelParticleSwarms.jl)
-[![ColPrac: Contributor's Guide on Collaborative Practices for Community Packages](https://img.shields.io/badge/ColPrac-Contributor's%20Guide-blueviolet)](https://github.com/SciML/ColPrac)
+[![ColPrac: Contributor's Guide on Collaborative Practices for Community Packages](https://img.shields.io/badge/ColPrac-Contributor%27s%20Guide-blueviolet)](https://github.com/SciML/ColPrac)
 [![SciML Code Style](https://img.shields.io/static/v1?label=code%20style&message=SciML&color=9558b2&labelColor=389826)](https://github.com/SciML/SciMLStyle)
 
 Accelerating convex/non-convex optimization with GPUs using Particle-Swarm based methods.