https://github.com/digioref/smbud-project

Repository of the SMBUD Project at Polytechnic of Milan. ElasticSearch and Kibana are used to analyze a dataset.
https://github.com/digioref/smbud-project

computer-engineering computer-science database elasticsearch kibana-dashboard nosql nosql-database polimi smbud

Last synced: 9 months ago
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Repository of the SMBUD Project at Polytechnic of Milan. ElasticSearch and Kibana are used to analyze a dataset.

• Host: GitHub
• URL: https://github.com/digioref/smbud-project
• Owner: Digioref
• License: mit
• Created: 2025-09-09T21:51:51.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2025-09-19T10:12:16.000Z (9 months ago)
• Last Synced: 2025-09-19T12:29:43.501Z (9 months ago)
• Topics: computer-engineering, computer-science, database, elasticsearch, kibana-dashboard, nosql, nosql-database, polimi, smbud
• Homepage:
• Size: 5.07 MB
• Stars: 1
• Watchers: 0
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Systems and Methods for Big and Unstructured Data: Project

## Introduction 

This is the repository for the Project of Systems and Methods for Big and Unstructured Data in the academic year 2023/2024 at Polytechnic of Milan.

Subject: 056901 - Systems and Methods for Big and Unstructured Data

Professor: Brambilla Marco

Academic Year: 2023/2024

## Description of the Project

The goal of this project is to analyze a dataset using a NoSQL database and perform some queries, highlighting the features of the data inside the dataset and how the NoSQL technology works.

For further details, please check the [full_specifications](SMBUD_Project-2023_2024.pdf).

### Dataset

The dataset chosen for the analyses is a dataset about wines, taken from winemag. For each wine, there are the title, the description, the review, the score.

The dataset is available at the link provided in the [dump file](dump/dump.txt).

### NoSQL Technology

  

    

      

      


    

    

      

      


    

  

The NoSQL technology used for this project is **ElasticSearch**. For the creation of the dashboards, **Kibana** has been used.

The dashboards created with Kibana are provided in the [Extras folder](Extras).  

Images of dashboards and queries are in the [Pictures folder](Pictures).  

The queries and all the analyses are provided inside the [report file](SMBUD_Project-Report.pdf).

## Final Considerations

Final Mark: 2.5/2.0 (got 0.5 for the excellent work)

## Authors

This Project was developed by:

- Francesco Di Giore [@Digioref](https://github.com/Digioref)

- Federico de Introna [@federicodeintrona](https://github.com/federicodeintrona)