Laptop Price Prediction Using Specifications 💻
Predict the prices of laptop using different features and specifications.
@kaggle.arnabchaki_laptop_price_prediction
Laptops Train
@kaggle.arnabchaki_laptop_price_prediction.laptops_train
- 31.56 KB
- 977 rows
- 13 columns
manufacturerManufacturer | model_nameModel Name | categoryCategory | screen_sizeScreen Size | screenScreen | cpuCPU | ramRAM | n__storageStorage | gpuGPU | operating_systemOperating System | operating_system_versionOperating System Version | weightWeight | pricePrice |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Apple | MacBook Pro | Ultrabook | 13.3" | IPS Panel Retina Display 2560x1600 | Intel Core i5 2.3GHz | 8GB | 128GB SSD | Intel Iris Plus Graphics 640 | macOS | nan | 1.37kg | 11912523.48 |
| Apple | Macbook Air | Ultrabook | 13.3" | 1440x900 | Intel Core i5 1.8GHz | 8GB | 128GB Flash Storage | Intel HD Graphics 6000 | macOS | nan | 1.34kg | 7993374.48 |
| HP | 250 G6 | Notebook | 15.6" | Full HD 1920x1080 | Intel Core i5 7200U 2.5GHz | 8GB | 256GB SSD | Intel HD Graphics 620 | No OS | nan | 1.86kg | 5112900 |
| Apple | MacBook Pro | Ultrabook | 15.4" | IPS Panel Retina Display 2880x1800 | Intel Core i7 2.7GHz | 16GB | 512GB SSD | AMD Radeon Pro 455 | macOS | nan | 1.83kg | 22563005.4 |
| Apple | MacBook Pro | Ultrabook | 13.3" | IPS Panel Retina Display 2560x1600 | Intel Core i5 3.1GHz | 8GB | 256GB SSD | Intel Iris Plus Graphics 650 | macOS | nan | 1.37kg | 16037611.2 |
| Acer | Aspire 3 | Notebook | 15.6" | 1366x768 | AMD A9-Series 9420 3GHz | 4GB | 500GB HDD | AMD Radeon R5 | Windows | 10 | 2.1kg | 3556800 |
| Apple | MacBook Pro | Ultrabook | 15.4" | IPS Panel Retina Display 2880x1800 | Intel Core i7 2.2GHz | 16GB | 256GB Flash Storage | Intel Iris Pro Graphics | Mac OS | X | 2.04kg | 19028613.24 |
| Apple | Macbook Air | Ultrabook | 13.3" | 1440x900 | Intel Core i5 1.8GHz | 8GB | 256GB Flash Storage | Intel HD Graphics 6000 | macOS | nan | 1.34kg | 10303160.4 |
| Asus | ZenBook UX430UN | Ultrabook | 14.0" | Full HD 1920x1080 | Intel Core i7 8550U 1.8GHz | 16GB | 512GB SSD | Nvidia GeForce MX150 | Windows | 10 | 1.3kg | 13293540 |
| Acer | Swift 3 | Ultrabook | 14.0" | IPS Panel Full HD 1920x1080 | Intel Core i5 8250U 1.6GHz | 8GB | 256GB SSD | Intel UHD Graphics 620 | Windows | 10 | 1.6kg | 6846840 |
CREATE TABLE laptops_train (
"manufacturer" VARCHAR,
"model_name" VARCHAR,
"category" VARCHAR,
"screen_size" VARCHAR,
"screen" VARCHAR,
"cpu" VARCHAR,
"ram" VARCHAR,
"n__storage" VARCHAR,
"gpu" VARCHAR,
"operating_system" VARCHAR,
"operating_system_version" VARCHAR,
"weight" VARCHAR,
"price" DOUBLE
);