Curriculum Manager, DataCamp
projeto
NYC Airbnb Data Analysis
Iniciante
Updated 12/2023Apply data importing and cleaning skills to extract insights about the New York City Airbnb market.
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Incluído comPremium or Teams
9 Tasks1,500 XP5,350
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Tentar DataCamp for BusinessProject Description
In this project, you will apply your data importing and cleaning skills to uncover insights about the Airbnb market in New York City.
You will import data from multiple file types and combine them to answer questions about the Airbnb market in New York. You will also use your string cleaning and date manipulation skills to extract accurate information from the datasets. The packages and tools used here are utilized by data scientists everyday since so much of the world's data is stored in unconventional formats and is not clean or analysis-ready.
Project Tasks
- 1Importing the Data
- 2Cleaning the price column
- 3Calculating average price
- 4Comparing costs to the private rental market
- 5Cleaning the room type column
- 6What timeframe are we working with?
- 7Joining the DataFrames.
- 8Analyzing listing prices by NYC borough
- 9Price range by borough
Technologies
Python
Topics
Data ManipulationGeorge Boorman
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