Mobile Price Prediction Dataset

Columns

• brand_name: The brand of the smartphone (e.g., Samsung, Xiaomi, Apple).
• model: The specific model name of the smartphone.
• price: The price of the smartphone in Indian Rupees (INR), ranging from 3,499 to 650,000.
• rating: User ratings for the smartphone, with values typically between 60 and 89.
• has_5g: A boolean indicating whether the phone supports 5G connectivity.
• has_nfc: A boolean indicating whether the phone supports Near Field Communication (NFC) technology.
• has_ir_blaster: A boolean indicating if the phone includes an infrared (IR) blaster.
• processor_brand: The brand of the processor used (e.g., Snapdragon, MediaTek).
• num_cores: The number of cores in the phone’s processor, predominantly 8 cores.
• processor_speed: The clock speed of the processor in GHz, ranging from 1.2 GHz to 3.22 GHz.
• battery_capacity: The battery capacity in mAh, with most phones having between 3,838.9 mAh and 5,856.8 mAh.
• fast_charging_available: A boolean indicating if fast charging is available.
• fast_charging: The fast charging wattage, ranging from 10W to 240W.
• ram_capacity: The RAM capacity in GB, commonly 4GB, 6GB, or 8GB.
• internal_memory: The internal storage capacity in GB, with common sizes being 64GB, 128GB, and 256GB.
• screen_size: The screen size in inches, mostly between 6.23 and 6.68 inches.
• refresh_rate: The screen refresh rate in Hz, with common rates being 60Hz, 90Hz, and 120Hz.
• num_rear_cameras: The number of rear cameras, often 3.
• num_front_cameras: The number of front cameras, typically 1.
• os: The operating system (e.g., Android, iOS), with Android being the most prevalent.
• primary_camera_rear: The primary rear camera specification in megapixels (MP), ranging from 2 MP to 200 MP.
• primary_camera_front: The primary front camera specification in megapixels (MP), ranging from 0.3 MP to 60 MP.
• extended_memory_available: A boolean indicating whether expandable memory is available.
• extended_upto: The maximum expandable storage capacity in GB, up to 2048 GB (2TB) for some models.
• resolution_width: The screen resolution width in pixels, commonly 1080 pixels.
• resolution_height: The screen resolution height in pixels, commonly 2400 pixels.

Distribution

Usage

• Exploratory Data Analysis (EDA) to understand smartphone market trends.
• Building price prediction and regression models.
• Determining feature importance and ranking for smartphone specifications.
• Conducting trend analysis in smartphone technology advancements.
• Developing budget-based recommendation systems for consumers.

Coverage

License

Who Can Use It

Dataset Name Suggestions

• Indian Smartphone Market Data
• Smartphone Features and Pricing India
• India Mobile Phone Specifications
• Smartphone Trends in India
• Mobile Price Prediction Dataset

Attributes