Is Ludhiana safe for solo female travelers?

Ludhiana is moderately safe for solo female travelers. Public transportation facilities like buses and autos are generally safe during the day, but should be avoided at night. There is also a presence of pickpocketing in crowded markets or tourist areas. Local inhabitants are friendly and helpful, but it's always best to stay vigilant and cautious at all times.