Kaggle notebook: https://www.kaggle.com/code/tnkhanghunh/smartphone-data-analyze
This dataset includes information on 210 samples of smartphones with 26 different columns. Each row corresponds to a specific smartphone model from various brands. Below is a detailed explanation of each column:
- brand_name: Brand name of the phone (980 non-null values, data type: object).
- model: Phone model (980 non-null values, data type: object).
- price: Price of the phone (980 non-null values, data type: int64).
- rating: User rating for the phone (879 non-null values, data type: float64).
- has_5g: Whether the phone supports 5G network (980 non-null values, data type: bool).
- has_nfc: Whether the phone supports NFC (980 non-null values, data type: bool).
- has_ir_blaster: Whether the phone supports IR Blaster (980 non-null values, data type: bool).
- processor_brand: Brand of the processor (960 non-null values, data type: object).
- num_cores: Number of processor cores (974 non-null values, data type: float64).
- processor_speed: Processor speed (938 non-null values, data type: float64).
- battery_capacity: Battery capacity of the phone (969 non-null values, data type: float64).
- fast_charging_available: Whether fast charging is available for the phone (980 non-null values, data type: int64).
- fast_charging: Fast charging power (769 non-null values, data type: float64).
- ram_capacity: RAM capacity (980 non-null values, data type: float64).
- internal_memory: Internal memory capacity (980 non-null values, data type: float64).
- screen_size: Screen size (980 non-null values, data type: float64).
- refresh_rate: Screen refresh rate (980 non-null values, data type: int64).
- num_rear_cameras: Number of rear cameras (980 non-null values, data type: int64).
- num_front_cameras: Number of front cameras (976 non-null values, data type: float64).
- os: Operating system of the phone (966 non-null values, data type: object).
- primary_camera_rear: Resolution of the primary rear camera (980 non-null values, data type: float64).
- primary_camera_front: Resolution of the primary front camera (975 non-null values, data type: float64).
- extended_memory_available: Whether the phone supports expandable memory (980 non-null values, data type: int64).
- extended_upto: Maximum capacity of expandable memory (500 non-null values, data type: float64).
- resolution_width: Width resolution of the screen (980 non-null values, data type: int64).
- resolution_height: Height resolution of the screen (number of non-null values not specified).