diff --git a/requirements.txt b/requirements.txt
index dcb741c..f2e6226 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,22 +1,22 @@
 
+# Data Manipulation Libraries:
 
-
-
-# Bibliotecas para manipulação de dados
 numpy==1.22.0
 pandas==1.3.3
 Are used for numerical computations and data manipulation respectively
 
 
-# Bibliotecas para visualização de dados
+# Data Visualization Libraries
 matplotlib==3.4.3
 seaborn==0.11.2
 Are used for creating static, animated, and interactive visualizations in Python.
 
 
-# Bibliotecas para análise de dados
+# Data Analysis Libraries
 scipy==1.11.1
 scikit-learn==1.0.1
+Are used for scientific computations and machine learning respectively.
+
 
 # Bibliotecas para machine learning
 tensorflow==2.11.1