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13 changes: 13 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -48,3 +48,16 @@ Weather conditions (temperature, precipitation, solar radiation) simultaneously

Air quality indicators such as PM2.5 or NO₂ are influenced by multiple emission sources beyond electricity generation (e.g., transportation, industrial activity). Isolating the contribution of electricity demand may therefore require additional controls or robustness checks.


# Setup Instruction
1. Fetch NYS electricity wholesale price and natural gas data through API from the website.
(electricity data:NY state Energy Market & Operational Data
natural gas data:EIA(US energy information admistration))

2. Store data in the Big Query

3. Fetch corresponding data in response to users' input

4. data visualization

5. deploy app
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