Dataset Overview: Phone Listings from GSMArena.com

data.json

This file contains the raw data scraped from GSMArena.com, including information on various phones currently available on the market.

Columns:

• phone_brand:
  The manufacturer or brand of the phone (e.g., Apple, Samsung, Xiaomi).

• phone_model:
  The specific model name or number of the phone.

• price:
  The price point of the phone, which may be either an exact figure or a rough estimate.
  Note: The price data may require cleaning.

• specs:
  A dictionary of dictionaries detailing the phone’s technical specifications, including features such as screen size, camera resolution, processor, battery life, and more.

• pricing:
  A dictionary of dictionaries that contains price listings for the phone across various e-commerce websites.

processed_data.csv

This file contains cleaned and processed data on phones, with information from various e-commerce platforms.

Columns:

• phone_brand:
  The manufacturer or brand of the phone (e.g., Apple, Samsung, Xiaomi).

• phone_model:
  The specific model name or number of the phone.

• store:
  The specific store where the phone is listed.

• price:
  The price of the phone as a floating-point number in the native currency. This column should always be analyzed together with the currency column.

• currency:
  The currency in which the price is set (e.g., USD, EUR).

• price_USD:
  The price of the phone converted to USD.

• storage:
  The amount of storage in GB (integer).

• ram:
  The amount of RAM in GB (integer).

• Launch:
  The launch date of the phone (in datetime format).

• Dimensions:
  The exact dimensions of the phone, for example: 163.8 x 76.8 x 8.9 mm (6.45 x 3.02 x 0.35 in).

• Weight:
  The weight of the phone in grams (float).

• Display_Type:
  The type of display, for example: LTPO Super Retina XDR OLED, 120Hz, HDR10, Dolby Vision, 1000 nits (typ), 2000 nits (HBM).

• Display_Size:
  The display size in inches.

• Display_Resolution:
  The resolution of the display, for example: 1280 x 2856.

• OS:
  The operating system of the phone, for example: iOS 18, Android 14.

• NFC:
  A flag indicating whether the phone has NFC:
  1 - Has NFC,
  0 - Does not have NFC.

• USB:
  The USB type, for example: USB Type-C 3.2 Gen 2, DisplayPort.

• BATTERY:
  The battery capacity in mAh.

• Features_Sensors:
  Features and sensors included in the phone.

• Colors:
  The color options for the phone model, for example: Black Titanium, White Titanium, Natural Titanium, Desert Titanium.

• Video:
  Camera specifications for video recording, for example: 4K@24/25/30/60/100/120fps, 1080p@25/30/60/120/240fps, 10-bit HDR, Dolby Vision HDR (up to 60fps), ProRes, 3D (spatial) video/audio, stereo sound rec.

• Chipset:
  The chipset used in the phone, for example: Apple A18 Pro (3 nm).

• CPU:
  The CPU specifications, for example: Hexa-core (2x4.05 GHz + 4x2.42 GHz).

• GPU:
  The GPU specifications, for example: Apple GPU (6-core graphics).

• Year:
  The year in which the phone model was released.

• Foldable:
  A flag indicating whether the phone is foldable:
  1 - Phone is foldable,
  0 - Phone is not foldable.

• PPI_Density:
  The pixel density in pixels per inch (ppi).

• quantile_10:
  The 10th quantile of the price for phones in a given year.

• quantile_50:
  The 50th quantile (median) of the price for phones in a given year.

• quantile_90:
  The 90th quantile of the price for phones in a given year.

• price_range:
  Price range classification (low price, medium price, high price), based on quantiles in a given year.