Add exploratory data analysis (#1)

* feat: name processing added, first name/last name/post name extraction and display of top 10 first names

* [FIX] Fix path in __init__.py and modify name analysis

---------

Co-authored-by: Bernard Ngandu <31113941+bernard-ng@users.noreply.github.com>

misc/__init__.py

@@ -5,7 +5,7 @@ from datetime import datetime
 from typing import Optional
 
 # Paths
-ROOT_DIR = os.getcwd()
+ROOT_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
 DATA_DIR = os.path.join(ROOT_DIR, 'dataset')
 
 MODELS_DIR = os.path.join(ROOT_DIR, 'models')

requirements.txt

@@ -1,3 +1,18 @@
+contourpy==1.3.2
+cycler==0.12.1
+fonttools==4.58.4
+kiwisolver==1.4.8
+matplotlib==3.10.3
+numpy==2.3.0
+packaging==25.0
+pandas==2.3.0
+pillow==11.2.1
+pyparsing==3.2.3
+python-dateutil==2.9.0.post0
+pytz==2025.2
+seaborn==0.13.2
+six==1.17.0
+tzdata==2025.2
 absl-py==2.3.0
 astunparse==1.6.3
 certifi==2025.6.15