05 - Bubble plot Smart index

Timestamp

19/12/2023

Data Source

• Smart City Dataset: This Kaggle-sourced dataset focuses on the integration of IoT sensors and advanced technologies in urban hubs, shaping the future of data and automation in city living.

Datasets

• Smart city dataset
• Download the final dataset

Protocol

1. Merged the two datasets
2. Eliminated unnecessary columns
3. Added a new column "Part of Europe"
4. Indexes average performed between the city of the same country and kept only the capital (if present otherwise one of the biggest).
5. Graph setted on
   • x_axis : crime_index
   • y_axis : SmartCity_Index
   • name : Country
   • color : Part of Europe
6. Divided the graph in 4 quadrants to enhance some patterns in the data.