# AI Ethics and Privacy Resources


### Databases for Human Activity Recognition:

1. **MobiAct**  
   - URL: [MobiAct GitHub](https://github.com/MatheLi/Fall_Detection_App_AI/blob/master/posts/The_dataset.md)
   
2. **NHANES Dataset**  
   - URL: [NHANES](http://www.sal.disco.unimib.it/technologies/unimib-shar/)
   
3. **UniMiB SHAR**  
   - URL: [UniMiB SHAR](https://wwwn.cdc.gov/nchs/nhanes/)
   
4. **UCI Human Activity Recognition Using Smartphones Dataset**  
   - URL: [UCI HAR Dataset](https://archive.ics.uci.edu/dataset/240/human+activity+recognition+using+smartphones)

5. **ISDM (Wireless Sensor Data Mining)**  
   - URL: [ISDM on GitHub](https://github.com/topics/wireless-sensor-data-mining)

6. **HHAR (Heterogeneity Human Activity Recognition)**  
   - URL: [HHAR on GitHub](https://github.com/Limmen/Distributed_ML)

7. **PAMAP2 Physical Activity Monitoring**  
   - URL: [PAMAP2 on UCI](https://archive.ics.uci.edu/dataset/231/pamap2+physical+activity+monitoring)

8. **Daphnet Freezing of Gait**  
   - URL: [Daphnet on UCI](https://archive.ics.uci.edu/dataset/245/daphnet+freezing+of+gait)

9. **Actitracker**  
   - URL: [Actitracker on GitHub](https://github.com/gomahajan/har-actitracker)

10. **Daily and Sports Activities**  
    - URL: [Daily and Sports Activities on UCI](https://archive.ics.uci.edu/dataset/256/daily+and+sports+activities)

11. **Smartphone Dataset for Human Activity Recognition (HAR) in Ambient Assisted Living (AAL)**  
    - URL: [HAR in AAL on UCI](https://archive.ics.uci.edu/dataset/364/smartphone+dataset+for+human+activity+recognition+har+in+ambient+assisted+living+aal)

12. **Opportunity Activity Recognition**  
    - URL: [Opportunity on UCI](https://archive.ics.uci.edu/dataset/226/opportunity+activity+recognition)

13. **CASAS**  
    - URL: [CASAS](https://casas.wsu.edu/datasets/)
    
14. **MSR Daily Activity 3D**  
    - URL: [MSR Daily Activity 3D](https://wangjiangb.github.io/my_data.html)

15. **REALDISP Activity Recognition Dataset**  
    - URL: [REALDISP](https://mldta.com/dataset/realdisp-activity-recognition-dataset/)

### Tools & Methods for Data Collection, Cleaning, and Analysis:

- **Data Collection**:
  - APIs and SDKs
  - Wireless transmission

- **Data Cleaning**:
  - Pandas
  - Sci-kit learn

- **Data Analysis**:
  - TensorFlow and Keras
  - Matplotlib and Seaborn