Introduction

WattTime technology—based on real-time grid data, cutting-edge algorithms, and machine learning—provides first-of-its-kind insight into your local electricity grid’s marginal emissions rate.

The WattTime API provides access to real-time, forecast, and historical marginal emissions data for electric grids around the world. For a deeper understanding of these Marginal Operating Emissions Rates (MOERs) please see What is AER and How AER works.

You can access the API by sending standard HTTP requests to the endpoints listed below.

The /data, /historical, and /forecast endpoints are only available to subscribers. However, if you don’t yet have a subscription, you can preview the available data by providing CAISO_NORTH as the ba for your requests. ANALYST and PRO data plans can be found here.

Python3 example code is provided in the right pane of this documentation which shows how to interact with the API endpoints. For an example python script that pulls everything together, please see our example code.

Restrictions

There are strict limits on the number of connections and rates at which you may query the API. From any single IP address we allow a maximum of 10 requests per second, calculated over a 5-minute rolling window. If requests exceed this, an HTTP 429 error code returned.

Best Practices for API Usage

If using this API to control many smart devices in different locations, we suggest the following protocol. For each device location, query /ba-from-loc to determine the ba (the balancing authority serving the device). Then, query /index with the resulting ba to receive MOER data.

Because balancing authority region boundaries are occasionally updated, it is important to re-query /ba-from-loc at least once a month to ensure devices are receiving the correct signal.

Authentication

To start using the API, first register for an account by using the /register endpoint. Then use the /login endpoint to obtain an access token. You can then use your token to access the remainder of our endpoints. You must include your token in an authorization (bearer) header in subsequent requests to retrieve data. Your access token will expire after 30 minutes and you'll need to sign in again to obtain a new one.

Register New User

To register, use the code below. Please note that for these code examples we are using filler values for username (freddo), password (the_frog), email (freddo@frog.org), org (freds world) and you should replace each if you are copying and pasting this code.

import requests
register_url = 'https://api2.watttime.org/v2/register'
params = {'username': ‘freddo’,
         'password': 'the_frog',
         'email': 'freddo@frog.org',
         'org': 'freds world'}
rsp = requests.post(register_url, json=params)
print(rsp.text)

The above command returns JSON structured like this:

{
  "user": "freddo",
  "ok": "User created"
}

/register

Provide basic information to self register for an account.

HTTP Request

POST https://api2.watttime.org/v2/register

URL Query Parameters

Login & Obtain Token

To login and obtain an access token, use this code:

import requests
from requests.auth import HTTPBasicAuth
login_url = 'https://api2.watttime.org/v2/login'
rsp = requests.get(login_url, auth=HTTPBasicAuth('freddo', 'the_frog'))
print(rsp.json())

The above command returns your personal token, in JSON structure like this:

{
  "token": "abcdef0123456789fedcabc"
}

/login

Use HTTP basic auth to exchange username and password for an access token. Remember that you need to include this token in an authorization bearer header for all subsequent data calls. This header has the form: Authorization: Bearer <your_token>

HTTP Request

GET https://api2.watttime.org/v2/login

URL Query Parameters

Response

Password Reset

To reset your password, use this code:

import requests
password_url = 'https://api2.watttime.org/v2/password/?username=freddo'
rsp = requests.get(password_url)
print(rsp.json())

Sample Response:

{
  "ok": "Please check your email for the password reset link"
}

/password

Provide your username to request an email be sent to you with password reset instructions.

HTTP Request

GET https://api2.watttime.org/v2/password

URL Query Parameters

Response

Grid Emissions Information

Determine Grid Region

Make sure to replace the parameters username (e.g. ‘freddo’) and password (e.g. ‘the_frog’) with your registered credentials when using this code. You should not add in your token here. The code automatically generates a new token each time you run it.

import requests
from requests.auth import HTTPBasicAuth

login_url = 'https://api2.watttime.org/v2/login'
token = requests.get(login_url, auth=HTTPBasicAuth(‘freddo’, ‘the_frog’)).json()['token']

region_url = 'https://api2.watttime.org/v2/ba-from-loc'
headers = {'Authorization': 'Bearer {}'.format(token)}
params = {'latitude': '42.372', 'longitude': '-72.519'}
rsp=requests.get(region_url, headers=headers, params=params)
print(rsp.text)

Sample Response

{
"id":169,
"abbrev":"ISONE_WCMA",
"name":"ISONE Western/Central Massachusetts"
}

/ba-from-loc

Emissions intensity varies by location, specifically the location where an energy-using device is interconnected to the grid. This endpoint, provided with latitude and longitude parameters, returns the details of the balancing authority (BA) serving that location, if known, or an Coordinates not found error if the point lies outside of known/covered BAs. For more information on what a balancing authority is, see this explanation from the EIA.

HTTP Request

GET https://api2.watttime.org/v2/ba-from-loc

URL Query Parameters

Response

Real-time Emissions Index

import requests
from requests.auth import HTTPBasicAuth

login_url = 'https://api2.watttime.org/v2/login'
token = requests.get(login_url, auth=HTTPBasicAuth('freddo', 'the_frog')).json()['token']

index_url = 'https://api2.watttime.org/index'
headers = {'Authorization': 'Bearer {}'.format(token)}
params = {'ba': 'CAISO_NORTH'}
rsp=requests.get(index_url, headers=headers, params=params)
print(rsp.text)

Sample Response

{
    "freq": "300",   
    "ba": "CAISO_NORTH",
    "percent": "53",
    "moer": "850.743982",
    "point_time": "2019-01-29T14:55:00.00Z",
}

/index

Provides a real-time signal indicating the marginal carbon intensity for the local grid for the current time (updated every 5 minutes). The current marginal emissions rate of the grid is returned as a raw Marginal Operating Emissions Rate (MOER) value (available only to users with PRO subscriptions), or as an index value (percent), which is available to all users. This value is returned along with a freq value, indicating how long the value is in effect. The type of value returned is set by the style query parameter.

The CO2 MOER value is given in lbs of CO2 per MWh, whereas the reported index value is given as a percentage between the lowest and highest MOER values observed in the past two weeks in the given grid region. A higher index indicates a higher MOER value (i.e. higher carbon intensity).

HTTP Request

GET https://api2.watttime.org/v2/index

URL Query Parameters

Response

Grid Emissions Data

import requests
from requests.auth import HTTPBasicAuth

login_url = 'https://api2.watttime.org/v2/login'
token = requests.get(login_url, auth=HTTPBasicAuth('freddo', 'the_frog')).json()['token']

data_url = 'https://api2.watttime.org/v2/data'
headers = {'Authorization': 'Bearer {}'.format(token)}
params = {'ba': 'CAISO_NORTH', 
          'starttime': '2019-02-20T16:00:00-0800', 
          'endtime': '2019-02-20T16:15:00-0800'}
rsp = requests.get(data_url, headers=headers, params=params)
print(rsp.text)

Sample Response

[
{"point_time": "2019-02-21T00:15:00.000Z", "value": 844, "frequency": 300, "market": "RTM", "ba": "CAISO_NORTH", "datatype": "MOER", "version": "3.0"}, 
{"point_time": "2019-02-21T00:10:00.000Z", "value": 834, "frequency": 300, "market": "RTM", "ba": "CAISO_NORTH", "datatype": "MOER", "version": "3.0"}, 
{"point_time": "2019-02-21T00:05:00.000Z", "value": 834, "frequency": 300, "market": "RTM", "ba": "CAISO_NORTH", "datatype": "MOER", "version": "3.0"}, 
{"point_time": "2019-02-21T00:00:00.000Z", "value": 844, "frequency": 300, "market": "RTM", "ba": "CAISO_NORTH", "datatype": "MOER", "version": "3.0"}
]

/data

Obtain historical marginal emissions for a given area (balancing authority abbreviated code, ba) or location (latitude & longitude pair).

Access to this endpoint is restricted to customers with ANALYST or PRO subscriptions. However, if you don’t yet have a subscription, you can preview the available data by providing CAISO_NORTH as the ba for your requests.

HTTP Request

GET https://api2.watttime.org/v2/data/?ba=CAISO_NORTH&endtime=2019-02-20T16:15:00-0800&style=all&moerversion=3.0

URL Query Parameters

Response

Historical Emissions

from os import path
import requests
from requests.auth import HTTPBasicAuth

login_url = 'https://api2.watttime.org/v2/login'
token = requests.get(login_url, auth=HTTPBasicAuth('freddo', 'the_frog')).json()['token']

historical_url = 'https://api2.watttime.org/v2/historical'
headers = {'Authorization': 'Bearer {}'.format(token)}
ba = 'NYISO_NYC'
params = {'ba': ba}
rsp = requests.get(historical_url, headers=headers, params=params)
cur_dir = path.dirname(path.realpath('__file__'))
file_path = path.join(cur_dir, '{}_historical.zip'.format(ba))
with open(file_path, 'wb') as fp:
    fp.write(rsp.content)

print('Wrote historical data for {} to {}'.format(ba, file_path))

Sample Response

Content-Type:application/zip

/historical

Obtain a zip file containing monthly .csv files with the MOER values and timestamps for a given region for (up to) the past two years.

WattTime periodically updates the algorithms used to calculate new MOERs to add new features, incorporate new data sources, or in response to changing grid dynamics. This endpoint provides you with the option to retrieve all the MOER versions published for a given region or to retrieve only the most up-to-date version.

Historical data will be updated on the 2nd day of each month at midnight UTC for the previous month.

Access to this endpoint is restricted to customers with ANALYST or PRO subscriptions. However, if you don’t yet have a subscription, you can preview the available data by providing CAISO_NORTH as the ba for your requests.

HTTP Request

GET https://api2.watttime.org/v2/historical

URL Query Parameters

Response

Emissions Forecast

import requests
from requests.auth import HTTPBasicAuth

login_url = 'https://api2.watttime.org/v2/login'
token = requests.get(login_url, auth=HTTPBasicAuth('freddo', 'the_frog')).json()['token']

forecast_url = 'https://api2.watttime.org/v2/forecast'
headers = {'Authorization': 'Bearer {}'.format(token)}
params = {'ba': ''NYISO_NYC'', 
          'starttime': '2021-08-05T09:00:00-0400', 
          'endtime': '2021-08-05T09:05:00-0400'}
rsp = requests.get(forecast_url, headers=headers, params=params)
print(rsp.text)

Sample Response

[
  {
    "generated_at": "2021-08-05T09:05:00+00:00", 
    "forecast": 
      [
        {
          "point_time": "2021-08-05T09:10:00+00:00",
          "ba": "NYISO_NYC",
          "value": 887.0946245162808,
          "version": "3.0-1.0.0"
        },
        {
          "point_time": "2021-08-05T09:15:00+00:00",
          "ba": "NYISO_NYC",
          "value": 887.2882214363948,
          "version": "3.0-1.0.0"},

         ..... <24 hours worth of datapoints>
      ]
  }
]

/forecast

Obtain MOER forecast data for a given region. Omitting the starttime and endtime parameters will return the most recently generated forecast for a given region. Use the starttime and endtime parameters to obtain historical forecast data.

Note that starttime and endtime define the time when a forecast was generated. Every five minutes, WattTime generates a new forecast which is 24 hours in duration. So, if you make a request to the /forecast endpoint with starttime of Jan 1, 1:00 and endtime of Jan 1, 1:05, you will receive the forecast (all 288 values in the forecast window) generated at 1:00, and since this query is inclusive the forecast generated at 1:05, on January 1.

Access to this endpoint is restricted to customers with PRO subscriptions. However, if you don’t yet have a subscription, you can preview the available data by providing CAISO_NORTH as the ba for your requests.

HTTP Request

GET https://api2.watttime.org/v2/forecast

URL Query Parameters

Response

The value of the forecast key is a list of dictionaries containing the following keys:

Technical Support

For technical questions related to this API and real-time emissions data, please contact support@WattTime.org