/Smartphone-Dataset-Analysis

Primary LanguageJupyter Notebook

Smartphone-Dataset-Analyze

Data source: https://www.kaggle.com/datasets/informrohit1/smartphones-dataset

Kaggle notebook: https://www.kaggle.com/code/tnkhanghunh/smartphone-data-analyze

Languages and Tools in this project:

python seaborn pandas python python python

Dataset Overview

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).