Titanic

Chaos and confusion slowed the evacuation. The Titanic carried only 20 lifeboats, enough to rescue roughly 1,178 people—only half of the total passengers on board. White Star Line had followed outdated British Board of Trade regulations, which determined lifeboat capacity based on ship tonnage rather than passenger count.

Below is a breakdown of how to develop and engineer key features for the Titanic dataset using Python and Pandas. 1. Combine Family Variables

the Titanic to modern cruise ships (safety features, size, and amenities).

The journey across the Atlantic was smooth, but as the ship traveled through the frigid waters of the Grand Banks of Newfoundland, wireless operators received multiple warnings of drifting ice from other vessels. Captain Edward J. Smith, a veteran mariner preparing for retirement, acknowledged the warnings but maintained the ship's high speed of roughly 22 knots, a standard practice at the time when skies were clear. Titanic

. Launched as the largest and most luxurious ship of its time, its sudden sinking on its maiden voyage in 1912 fundamentally changed maritime safety forever. Construction: The "Unsinkable" Giant

– Six iceberg warnings reached the Titanic ’s wireless room that day. The operators, busy sending passengers’ personal messages, never delivered all of them to the bridge. The last warning, from the Mesaba , was buried under a pile of telegrams.

In the early 20th century, the transatlantic passenger trade was fiercely competitive. To challenge the speed records of the rival Cunard Line, the decided to focus on unprecedented size and luxury. Under the direction of chairman J. Bruce Ismay and chief naval architect Thomas Andrews, plans were laid for three "Olympic-class" ocean liners: Titanic facts for kids | History - National Geographic Kids Chaos and confusion slowed the evacuation

The Titanic was an absolute marvel of Edwardian engineering: Titanic facts for kids | History - National Geographic Kids

Located on the lower decks, this area housed hundreds of immigrants seeking a new life in the United States. While modest, Titanic's steerage offered better conditions, cleaner running water, and better food than most other ships of the era. The Maiden Voyage and the Collision

: Designed as a floating luxury hotel, first-class accommodations included a gymnasium, swimming pool, high-class restaurants, and libraries. However, even the third-class conditions Below is a breakdown of how to develop

The raw dataset contains SibSp (siblings/spouses) and Parch (parents/children). You can combine these to create a single measure of family size.

The RMS Titanic was a British passenger liner that sank in the North Atlantic Ocean in the early morning of April 15, 1912, after colliding with an iceberg during her maiden voyage from Southampton to New York City. The sinking of the Titanic resulted in the deaths of more than 1,500 people, making it one of the deadliest maritime disasters in history.

The word is more than a historical reference; it is a global synonym for monumental tragedy, human overconfidence, and the terrifying power of nature. When the British ocean liner RMS Titanic sank in the early hours of April 15, 1912 , it took the lives of more than 1,500 passengers and crew down into the freezing depths of the North Atlantic Ocean. Over a century later, the disaster remains etched into collective memory, preserved through historical research, continuous deep-sea exploration, and pop-culture storytelling. 🏗️ An Engineered Masterpiece: The Gilded Age on Water