https://github.com/saba-gul/paken

Air Pollution Monitoring In Pakisatn
https://github.com/saba-gul/paken

Last synced: 7 months ago
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Air Pollution Monitoring In Pakisatn

• Host: GitHub
• URL: https://github.com/saba-gul/paken
• Owner: Saba-Gul
• Created: 2019-06-21T06:34:33.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2019-07-18T12:30:18.000Z (about 6 years ago)
• Last Synced: 2025-01-13T16:28:21.163Z (9 months ago)
• Language: Jupyter Notebook
• Size: 6.11 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# PakEn

Air Pollution Monitoring In Pakisatn

### Training Dataset Characteristics:

![Capture](https://user-images.githubusercontent.com/23026565/59904645-82be9000-941d-11e9-8edd-9c4ba348d417.PNG)

### Correlation Between Parameters In The Dataset:

![download](https://user-images.githubusercontent.com/23026565/59904516-2b202480-941d-11e9-8651-7189d7365d25.png)

![download (2)](https://user-images.githubusercontent.com/23026565/59904574-54d94b80-941d-11e9-9ee6-db246b039254.png)

### Correlation Between Particulate Matter 2.5 and 10:

![download (3)](https://user-images.githubusercontent.com/23026565/59904823-f52f7000-941d-11e9-9671-dbb140a90bba.png)

### Correlation Of Particulate Matter 2.5 with Other Pollutants:

![download (4)](https://user-images.githubusercontent.com/23026565/59904873-14c69880-941e-11e9-8969-471ed800a776.png)

![download (6)](https://user-images.githubusercontent.com/23026565/59904874-155f2f00-941e-11e9-8d93-560d9e0958fc.png)

![download (8)](https://user-images.githubusercontent.com/23026565/59904875-155f2f00-941e-11e9-9d93-ba46e7ffa96e.png)

### Correlation Of Particulate Matter 2.5 with AQI:

![download (10)](https://user-images.githubusercontent.com/23026565/59904871-14c69880-941e-11e9-8c47-dbb64caae6c8.png)

### Correlation Of Particulate Matter 2.5 with Other Pollutants:

![download (5)](https://user-images.githubusercontent.com/23026565/59904997-5c4d2480-941e-11e9-902e-e20cc0a1259d.png)

![download (7)](https://user-images.githubusercontent.com/23026565/59904998-5ce5bb00-941e-11e9-9250-e4f8d126f020.png)

![download (9)](https://user-images.githubusercontent.com/23026565/59904999-5ce5bb00-941e-11e9-94ac-4fd0eb3f4e8d.png)

### Correlation Of Particulate Matter 10 with AQI:

![download (11)](https://user-images.githubusercontent.com/23026565/59904996-5bb48e00-941e-11e9-8b02-8f0a58881ade.png)

### Accuracy On Network#2:

![downloadg](https://user-images.githubusercontent.com/23026565/59905183-e2696b00-941e-11e9-9845-64399b71c703.png)

### Accuracy On Network#3:

![download (12)](https://user-images.githubusercontent.com/23026565/59910706-e94aaa80-942b-11e9-89d3-43874e177ab9.png)

### Accuracy On LSTM Network:

![download (17)](https://user-images.githubusercontent.com/23026565/60320395-f9fea180-9992-11e9-9cc4-af74ad525365.png)