Skip to content

OmdenaAI/omdena-mumbai-chapter-air-quality

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Omdena Mumbai Chapter - Predicting Air Quality

Monitoring and Predicting Air Quality using Machine Learning

  • Air is what keeps humans alive. Since industrialization, there has been an increasing concern about environmental pollution.
  • As mentioned in the WHO report 7 million premature deaths annually are linked to air pollution, air pollution is the world’s largest single environmental risk.
  • Moreover, as reported in the NY Times article, India’s Air Pollution Rivals China’s as World’s Deadliest, it has been found that India’s air pollution is deadlier than even China’s.
  • Monitoring it and understanding its quality is of immense importance to our well-being. Using this dataset one can explore India’s air pollution levels at a more granular scale.

Project webapp: Click Here

Project presentation: Click Here

Contribution Guidelines

  • Have a Look at the project structure and folder overview below to understand where to store/upload your contribution
  • If you're creating a task, Go to the task folder and create a new folder with the below naming convention and add a README.md with task details and goals to help other contributors understand
    • Task Folder Naming Convention : task-n-taskname.(n is the task number) ex: task-1-data-analysis, task-2-model-deployment etc.
    • Create a README.md with a table containing information table about all contributions for the task.
  • If you're contributing for a task, please make sure to store in relavant location and update the README.md information table with your contribution details.
  • Make sure your File names(jupyter notebooks, python files, data sheet file names etc) has proper naming to help others in easily identifing them.
  • Please restrict yourself from creating unnessesary folders other than in 'tasks' folder (as above mentioned naming convention) to avoid confusion.

Project Structure

├── LICENSE
├── README.md          <- The top-level README for developers/collaborators using this project.
├── original           <- Original Source Code of the challenge hosted by omdena. Can be used as a reference code for the current project goal.
│ 
│
├── reports            <- Folder containing the final reports/results of this project
│   └── README.md      <- Details about final reports and analysis
│ 
│   
├── src                <- Source code folder for this project
    │
    ├── data           <- Datasets used and collected for this project
    │   
    ├── docs           <- Folder for Task documentations, Meeting Presentations and task Workflow Documents and Diagrams.
    │
    ├── references     <- Data dictionaries, manuals, and all other explanatory references used 
    │
    ├── tasks          <- Master folder for all individual task folders
    │
    ├── visualizations <- Code and Visualization dashboards generated for the project
    │
    └── results        <- Folder to store Final analysis and modelling results and code.

Folder Overview

  • Original - Folder Containing old/completed Omdena challenge code.
  • Reports - Folder to store all Final Reports of this project
  • Data - Folder to Store all the data collected and used for this project
  • Docs - Folder for Task documentations, Meeting Presentations and task Workflow Documents and Diagrams.
  • References - Folder to store any referneced code/research papers and other useful documents used for this project
  • Tasks - Master folder for all tasks
    • All Task Folder names should follow specific naming convention
    • All Task folder names should be in chronologial order (from 1 to n)
    • All Task folders should have a README.md file with task Details and task goals along with an info table containing all code/notebook files with their links and information
    • Update the task-table whenever a task is created and explain the purpose and goals of the task to others.
  • Visualization - Folder to store dashboards, analysis and visualization reports
  • Results - Folder to store final analysis modelling results for the project.

About

Omdena Mumbai Chapter - Predicting Air Quality

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published