Inside-Airbnb_Hawaii

Project to analyze datasets to develop critical analysis skills. Tasks include data requirements identification, data processing, exploratory data analysis, Streamlit app development, Power BI integration and others.

Content

1. Datasets
2. Source Code
3. Guide
4. App
5. Images

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Datasets

• Row Data

  • Includes all original files obtained from Inside Airbnb.

• New Data

  • It includes files created after data pre-processing and which will be used for further analysis.

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Source Code

• First Data Review

  • Overview of all row datasets (entries, columns, type of data, null values, etc).

• Cleaning Data

  • Combining datasets, handling null values, creating and deleting columns, etc.

• Data Analisys

  • Statistics and application of different tests, such as normality or correlation tests, among others.

• Graphs Data Analysis

  • Creation of graphs for the representation of the distribution of accommodation or average prices, among others.

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Guides

• Streamlit App Connection Guide.
• Streamlit App Navigation Guide.
• Power Bi Panel Navigation.

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App

• Multipage App notebooks.

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Images

• Include the images used in the app.