Market Seasonality

curl --request GET \
  --url https://api.unusualwhales.com/api/seasonality/market \
  --header 'Authorization: Bearer <token>'

const options = {method: 'GET', headers: {Authorization: 'Bearer <token>'}};

fetch('https://api.unusualwhales.com/api/seasonality/market', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.unusualwhales.com/api/seasonality/market",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "GET",
  CURLOPT_HTTPHEADER => [
    "Authorization: Bearer <token>"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"net/http"
	"io"
)

func main() {

	url := "https://api.unusualwhales.com/api/seasonality/market"

	req, _ := http.NewRequest("GET", url, nil)

	req.Header.Add("Authorization", "Bearer <token>")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

require 'uri'
require 'net/http'

url = URI("https://api.unusualwhales.com/api/seasonality/market")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Get.new(url)
request["Authorization"] = 'Bearer <token>'

response = http.request(request)
puts response.read_body

{
  "data": [
    {
      "avg_change": "-0.0068",
      "max_change": "0.0642",
      "median_change": "-0.0041",
      "min_change": "-0.0913",
      "month": 6,
      "positive_closes": 7,
      "positive_months_perc": "0.4375",
      "ticker": "SPY",
      "years": 16
    },
    {
      "avg_change": "0.0038",
      "max_change": "0.0666",
      "median_change": "0.0115",
      "min_change": "-0.0838",
      "month": 5,
      "positive_closes": 13,
      "positive_months_perc": "0.8125",
      "ticker": "SPY",
      "years": 16
    },
    {
      "avg_change": "0.0092",
      "max_change": "0.0791",
      "median_change": "0.0367",
      "min_change": "-0.1614",
      "month": 3,
      "positive_closes": 5,
      "positive_months_perc": "0.7142",
      "ticker": "XLRE",
      "years": 7
    },
    {
      "avg_change": "0.0044",
      "max_change": "0.0697",
      "median_change": "-0.0032",
      "min_change": "-0.0651",
      "month": 2,
      "positive_closes": 8,
      "positive_months_perc": "0.4705",
      "ticker": "QQQ",
      "years": 17
    },
    {
      "avg_change": "0.0201",
      "max_change": "0.1459",
      "median_change": "-0.0034",
      "min_change": "-0.0401",
      "month": 4,
      "positive_closes": 3,
      "positive_months_perc": "0.4285",
      "ticker": "XLRE",
      "years": 7
    }
  ]
}

{
  "code": "authentication_required",
  "documentation_url": "https://api.unusualwhales.com/docs",
  "expected_format": "uuid",
  "message": "The API token provided is not in the expected format. Unusual Whales API tokens are UUIDs, such as 123e4567-e89b-12d3-a456-426614174000.",
  "reason": "malformed_token",
  "request_id": "GNI_YTC1CRnw2LACGBvE",
  "retryable": false,
  "support_email": "[email protected]",
  "token_url": "https://unusualwhales.com/dashboard/api"
}

{
  "code": "payment_required",
  "documentation_url": "https://api.unusualwhales.com/docs",
  "message": "This API token is paused because the payment for your API subscription failed. Update your card at https://unusualwhales.com/settings. The same token works again once a payment succeeds.",
  "reason": "payment_failed",
  "request_id": "GNI_YTC1CRnw2LACGBvE",
  "retryable": false,
  "support_email": "[email protected]",
  "token_url": "https://unusualwhales.com/dashboard/api"
}

{
  "code": "missing_access",
  "documentation_url": "https://api.unusualwhales.com/docs",
  "message": "The API token provided is valid but is not permitted to access this route.",
  "reason": "route_not_permitted",
  "request_id": "GNI_YTC1CRnw2LACGBvE",
  "retryable": false,
  "support_email": "[email protected]",
  "token_url": "https://unusualwhales.com/dashboard/api"
}

Something went wrong

GET

api

seasonality

market

Market Seasonality

curl --request GET \
  --url https://api.unusualwhales.com/api/seasonality/market \
  --header 'Authorization: Bearer <token>'

const options = {method: 'GET', headers: {Authorization: 'Bearer <token>'}};

fetch('https://api.unusualwhales.com/api/seasonality/market', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.unusualwhales.com/api/seasonality/market",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "GET",
  CURLOPT_HTTPHEADER => [
    "Authorization: Bearer <token>"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"net/http"
	"io"
)

func main() {

	url := "https://api.unusualwhales.com/api/seasonality/market"

	req, _ := http.NewRequest("GET", url, nil)

	req.Header.Add("Authorization", "Bearer <token>")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

require 'uri'
require 'net/http'

url = URI("https://api.unusualwhales.com/api/seasonality/market")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Get.new(url)
request["Authorization"] = 'Bearer <token>'

response = http.request(request)
puts response.read_body

{
  "data": [
    {
      "avg_change": "-0.0068",
      "max_change": "0.0642",
      "median_change": "-0.0041",
      "min_change": "-0.0913",
      "month": 6,
      "positive_closes": 7,
      "positive_months_perc": "0.4375",
      "ticker": "SPY",
      "years": 16
    },
    {
      "avg_change": "0.0038",
      "max_change": "0.0666",
      "median_change": "0.0115",
      "min_change": "-0.0838",
      "month": 5,
      "positive_closes": 13,
      "positive_months_perc": "0.8125",
      "ticker": "SPY",
      "years": 16
    },
    {
      "avg_change": "0.0092",
      "max_change": "0.0791",
      "median_change": "0.0367",
      "min_change": "-0.1614",
      "month": 3,
      "positive_closes": 5,
      "positive_months_perc": "0.7142",
      "ticker": "XLRE",
      "years": 7
    },
    {
      "avg_change": "0.0044",
      "max_change": "0.0697",
      "median_change": "-0.0032",
      "min_change": "-0.0651",
      "month": 2,
      "positive_closes": 8,
      "positive_months_perc": "0.4705",
      "ticker": "QQQ",
      "years": 17
    },
    {
      "avg_change": "0.0201",
      "max_change": "0.1459",
      "median_change": "-0.0034",
      "min_change": "-0.0401",
      "month": 4,
      "positive_closes": 3,
      "positive_months_perc": "0.4285",
      "ticker": "XLRE",
      "years": 7
    }
  ]
}

{
  "code": "authentication_required",
  "documentation_url": "https://api.unusualwhales.com/docs",
  "expected_format": "uuid",
  "message": "The API token provided is not in the expected format. Unusual Whales API tokens are UUIDs, such as 123e4567-e89b-12d3-a456-426614174000.",
  "reason": "malformed_token",
  "request_id": "GNI_YTC1CRnw2LACGBvE",
  "retryable": false,
  "support_email": "[email protected]",
  "token_url": "https://unusualwhales.com/dashboard/api"
}

{
  "code": "payment_required",
  "documentation_url": "https://api.unusualwhales.com/docs",
  "message": "This API token is paused because the payment for your API subscription failed. Update your card at https://unusualwhales.com/settings. The same token works again once a payment succeeds.",
  "reason": "payment_failed",
  "request_id": "GNI_YTC1CRnw2LACGBvE",
  "retryable": false,
  "support_email": "[email protected]",
  "token_url": "https://unusualwhales.com/dashboard/api"
}

{
  "code": "missing_access",
  "documentation_url": "https://api.unusualwhales.com/docs",
  "message": "The API token provided is valid but is not permitted to access this route.",
  "reason": "route_not_permitted",
  "request_id": "GNI_YTC1CRnw2LACGBvE",
  "retryable": false,
  "support_email": "[email protected]",
  "token_url": "https://unusualwhales.com/dashboard/api"
}

Something went wrong

Authorizations

Authorization

string

header

required

Bearer authentication header of the form Bearer <token>, where <token> is your auth token.

Response

The price change for the ticker over the given count of years.

avg_change

number

The average relative price change of the month over all counted years. A month's change runs from the previous month's last close to the month's last close.

Example:

0.09494354167379757

max_change

number

The maximum relative price change of the month over all counted years. A month's change runs from the previous month's last close to the month's last close.

Example:

0.14970489711277724

median_change

number

The median relative price change of the month over all counted years. A month's change runs from the previous month's last close to the month's last close.

Example:

0.09494354167379757

min_change

number

The minimum relative price change of the month over all counted years. A month's change runs from the previous month's last close to the month's last close.

Example:

0.0401821862348179

month

integer

The number indicating the month the data applies for. e.g. 1 -> January, 2 -> February, ...

Example:

5

positive_closes

integer

The number of counted years in which the month closed above the previous month's close.

Example:

2

positive_months_perc

number

The relative amount of times, the month had a positive close. Multiply with 100 to get the amount in percent.

Example:

0.6667

ticker

string

The stock ticker.

Example:

"AAPL"

years

number

The number of years used to calculate the data. Only completed months that have the previous month's close are counted, so the current month is left out.

Example:

3

Docs

Endpoints

Market Seasonality

Authorizations

Response