EPA Data Set

[akhaleghi]

Overview

REPLACE THIS TEXT -Text here that clearly states the purpose of this issue in 2 sentences or less.

Action Items

• Add all data sources to Resources section below
  • EDA Tasks
    • Combine data from years into one data set and see differences
    • Data Dictionary
    • Data Cleaning
• Write one-sheet
  • Define stakeholder (Access the data and 311 teams used for educational puposes)
  • Summarize project including value add
  • Define project 6 month roadmap
  • Detail history (if any)
• Define tools to be used to visualize combined data

Additional tasks TBD

Resources/Instructions

• Data source
• Is there a link to an API to access the data?

[max1million101]

Currently working on data dictionary. Will comment here for updates.

[max1million101]

EPA_Data_Dictionary.xlsx

The above link should be the Data Dictionary for the EPA Data Set. Please let me know of any errors needed to be corrected.

[sudhara]

Working on merging datasets for last 5 years, performing EDA, creating plots in python.

[akhaleghi]

@Barreliza @ayushpatel1501 @jackson6022 @noelthomas28 @ktie1688 @Xeftor We have too many people assigned to this issue who are inactive. If you would like to work on this issue further, please assign yourself again and provide weekly updates on your progress.

[phunguyen1195]

Updates:

1. Progress:

   • Data Collection:
     • Retrieved data using the EPA API for the years 2016–2024.
     • Included data for Los Angeles County and Ventura County.
     • Focused on the following criteria pollutants:
       • Lead (TSP) LC
       • Carbon Monoxide (CO)
       • Sulfur Dioxide (SO₂)
       • Nitrogen Dioxide (NO₂)
       • Ozone (O₃)
       • PM10 Total 0-10µm STP
       • Lead PM10 LC FRM/FEM
       • PM2.5 - Local Conditions
   • Data Processing:
     • Consolidated data from all years into a single dataset.
     • Segregated data based on pollutant attributes.

2. Blockers:

   • Need further research on criteria pollutants and their corresponding AQI calculations.

3. Availability:

   • Monday, Wednesday, Friday

4. ETA:

   • TBD