Introduction

The Indian Himalayan region, located in the northern part of India, spans over 2,400 kilometers and includes states like Jammu and Kashmir, Himachal Pradesh, Uttarakhand, Sikkim, and parts of Arunachal Pradesh, Assam, and West Bengal. It boasts awe-inspiring landscapes, from snow-capped peaks and glaciers to lush valleys and meandering rivers. This region holds cultural significance with ancient temples and monasteries. It is crucial in providing water resources and biodiversity to millions downstream.

Navigating the Dataset

• State: Indian state in the Himalayan Region
• District: Unique district in the state
• Species Identified: Species of Flora/Fauna
• Category of Species: Flora/Fauna (divided the data frame based on this variable)