01 - Scatter plot Smart index vs Crime index

Timestamp

10/01/2024

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.
• Crime Dataset: Derived from Eurostat's EU-SILC, this dataset details the occurrence of crime, violence, or vandalism across various urbanization settings, providing valuable insights into safety and security trends.

Datasets

• Smart city dataset
• Population dataset
• Download the dataset

Protocol

1. Merged the two datasets
2. Eliminated unnecessary columns
3. Indexes average performed between the city of the same country and kept only the capital (if present otherwise one of the biggest).
4. Ordered by smart index (ASC)
5. Graph settings:
   • x_axis : Country
   • y_axis : SmartCity_Index
   • popup : Population (2019-2021), City