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sleepgopher's Projects

airbnb icon airbnb

Exploratory Data Analysis (EDA), Visualization with WordClouds and Maps of AIRBNB rooms

airbnb-1 icon airbnb-1

Python code of exploratory analysis on Airbnb in Los Angeles

airbnb-2 icon airbnb-2

Exploratory Data Analysis of Airbnb Listings in NYC

airbnb-data-analysis icon airbnb-data-analysis

:house: :bar_chart: A data analysis notebook along with a recommendation system for Airbnb listings in Athens, Greece

airbnb-data-analysis-1 icon airbnb-data-analysis-1

Using Scikit-learn, Numpy, Pandas and Matplotlib, analyzed Airbnb listing data to understand popular trends and predict SF prices

airbnb-data-analysis-project icon airbnb-data-analysis-project

The aim of the project is to optimize the price of new house listing by analysing other people's pricing data in surrounding areas, relative to features such as locations, amenities, reviews, etc.

airbnb-dynamic-pricing-optimization icon airbnb-dynamic-pricing-optimization

[BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis, kNN regression for demand forecasting, and find dynamic optimal price with Optimization model.

airbnb-london-eda icon airbnb-london-eda

Exploratory data analysis on the London Airbnb dataset, comparing pre and post covid-19.

airbnb_project icon airbnb_project

Descriptive analysis of Airbnb data from Seattle, Boston and Copenhagen

bosszhipin_spider icon bosszhipin_spider

基于BOSS直聘“数据分析师”职位信息的爬虫实现、数据分析、数据可视化及机器学习预测与结果分析。

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