Are all the apps in Google Play™ Store chargeable?

Nope. Most of the apps are free to download. However, some apps require purchase or on a Freemium basis. Freemium means the apps are free to download but have in-app purchases. In-app purchases are credits/points that you need to buy while going through the application, mostly applicable in games.