### Property Search SDK Implementations

Source: https://docs.hellodata.ai/api-reference/api-reference/property/search

Examples of how to perform a GET request to the property search endpoint using various programming languages.

```python
import requests

url = "https://api.hellodata.ai/property/search"

querystring = {"q":"q"}

headers = {"x-api-key": "<apiKey>"}

response = requests.get(url, headers=headers, params=querystring)

print(response.json())
```

```javascript
const url = 'https://api.hellodata.ai/property/search?q=q';
const options = {method: 'GET', headers: {'x-api-key': '<apiKey>'}};

try {
  const response = await fetch(url, options);
  const data = await response.json();
  console.log(data);
} catch (error) {
  console.error(error);
}
```

```go
package main

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

func main() {

	url := "https://api.hellodata.ai/property/search?q=q"

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

	req.Header.Add("x-api-key", "<apiKey>")

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

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

	fmt.Println(res)
	fmt.Println(string(body))

}
```

```ruby
require 'uri'
require 'net/http'

url = URI("https://api.hellodata.ai/property/search?q=q")

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

request = Net::HTTP::Get.new(url)
request["x-api-key"] = '<apiKey>'

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

```java
import com.mashape.unirest.http.HttpResponse;
import com.mashape.unirest.http.Unirest;

HttpResponse<String> response = Unirest.get("https://api.hellodata.ai/property/search?q=q")
  .header("x-api-key", "<apiKey>")
  .asString();
```

```php
<?php
require_once('vendor/autoload.php');

$client = new \GuzzleHttp\Client();

$response = $client->request('GET', 'https://api.hellodata.ai/property/search?q=q', [
  'headers' => [
    'x-api-key' => '<apiKey>',
  ],
]);

echo $response->getBody();
```

```csharp
using RestSharp;

var client = new RestClient("https://api.hellodata.ai/property/search?q=q");
var request = new RestRequest(Method.GET);
request.AddHeader("x-api-key", "<apiKey>");
IRestResponse response = client.Execute(request);
```

```swift
import Foundation

let headers = ["x-api-key": "<apiKey>"]

let request = NSMutableURLRequest(url: NSURL(string: "https://api.hellodata.ai/property/search?q=q")! as URL,
                                        cachePolicy: .useProtocolCachePolicy,
                                    timeoutInterval: 10.0)
request.httpMethod = "GET"
request.allHTTPHeaderFields = headers

let session = URLSession.shared
let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in
  if (error != nil) {
    print(error as Any)
  } else {
    let httpResponse = response as? HTTPURLResponse
    print(httpResponse)
  }
})

dataTask.resume()
```

--------------------------------

### SDK Implementation Examples

Source: https://docs.hellodata.ai/api-reference/api-reference/property/post-property

Examples showing how to authenticate and send a POST request to the property endpoint using various programming languages.

```python
import requests

url = "https://api.hellodata.ai/property"

payload = { "property": {
        "street_address": "123 Main St",
        "city": "New York",
        "state": "NY",
        "zip_code": "01234",
        "lat": 40.7128,
        "lon": -74.006,
        "building_name": "The Best Building",
        "is_single_family": False,
        "is_condo": False,
        "is_apartment": True,
        "number_units": 100,
        "year_built": 2020,
        "number_stories": 10,
        "building_amenities": ["24_hour_maintenance"],
        "unit_amenities": ["air_conditioning"],
        "avg_quality": 0.8,
        "units": [
            {
                "bed": 2,
                "bath": 1,
                "name": "1A",
                "sqft": 1000,
                "price": 1000
            }
        ]
    } }
headers = {
    "x-api-key": "<apiKey>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.json())
```

```javascript
const url = 'https://api.hellodata.ai/property';
const options = {
  method: 'POST',
  headers: {'x-api-key': '<apiKey>', 'Content-Type': 'application/json'},
  body: '{"property":{"street_address":"123 Main St","city":"New York","state":"NY","zip_code":"01234","lat":40.7128,"lon":-74.006,"building_name":"The Best Building","is_single_family":false,"is_condo":false,"is_apartment":true,"number_units":100,"year_built":2020,"number_stories":10,"building_amenities":["24_hour_maintenance"],"unit_amenities":["air_conditioning"],"avg_quality":0.8,"units":[{"bed":2,"bath":1,"name":"1A","sqft":1000,"price":1000}]}}'
};

try {
  const response = await fetch(url, options);
  const data = await response.json();
  console.log(data);
} catch (error) {
  console.error(error);
}
```

```go
package main

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

func main() {

	url := "https://api.hellodata.ai/property"

	payload := strings.NewReader("{\n  \"property\": {\n    \"street_address\": \"123 Main St\",\n    \"city\": \"New York\",\n    \"state\": \"NY\",\n    \"zip_code\": \"01234\",\n    \"lat\": 40.7128,\n    \"lon\": -74.006,\n    \"building_name\": \"The Best Building\",\n    \"is_single_family\": false,\n    \"is_condo\": false,\n    \"is_apartment\": true,\n    \"number_units\": 100,\n    \"year_built\": 2020,\n    \"number_stories\": 10,\n    \"building_amenities\": [\n      \"24_hour_maintenance\"\n    ],\n    \"unit_amenities\": [\n      \"air_conditioning\"\n    ],\n    \"avg_quality\": 0.8,\n    \"units\": [\n      {\n        \"bed\": 2,\n        \"bath\": 1,\n        \"name\": \"1A\",\n        \"sqft\": 1000,\n        \"price\": 1000\n      }\n    ]\n  }\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("x-api-key", "<apiKey>")
	req.Header.Add("Content-Type", "application/json")

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

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

	fmt.Println(res)
	fmt.Println(string(body))

}
```

```ruby
require 'uri'
require 'net/http'

url = URI("https://api.hellodata.ai/property")

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

request = Net::HTTP::Post.new(url)
request["x-api-key"] = '<apiKey>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"property\": {\n    \"street_address\": \"123 Main St\",\n    \"city\": \"New York\",\n    \"state\": \"NY\",\n    \"zip_code\": \"01234\",\n    \"lat\": 40.7128,\n    \"lon\": -74.006,\n    \"building_name\": \"The Best Building\",\n    \"is_single_family\": false,\n    \"is_condo\": false,\n    \"is_apartment\": true,\n    \"number_units\": 100,\n    \"year_built\": 2020,\n    \"number_stories\": 10,\n    \"building_amenities\": [\n      \"24_hour_maintenance\"\n    ],\n    \"unit_amenities\": [\n      \"air_conditioning\"\n    ],\n    \"avg_quality\": 0.8,\n    \"units\": [\n      {\n        \"bed\": 2,\n        \"bath\": 1,\n        \"name\": \"1A\",\n        \"sqft\": 1000,\n        \"price\": 1000\n      }\n    ]\n  }\n}"

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

--------------------------------

### Retrieve Property Details

Source: https://docs.hellodata.ai/api-reference/api-reference/property/get-property

Examples for performing a GET request to the property endpoint using different programming languages.

```python
import requests

url = "https://api.hellodata.ai/property/0e628031-57b8-5394-821d-13779318fef4"

headers = {"x-api-key": "<apiKey>"}

response = requests.get(url, headers=headers)

print(response.json())
```

```javascript
const url = 'https://api.hellodata.ai/property/0e628031-57b8-5394-821d-13779318fef4';
const options = {method: 'GET', headers: {'x-api-key': '<apiKey>'}};

try {
  const response = await fetch(url, options);
  const data = await response.json();
  console.log(data);
} catch (error) {
  console.error(error);
}
```

```go
package main

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

func main() {

	url := "https://api.hellodata.ai/property/0e628031-57b8-5394-821d-13779318fef4"

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

	req.Header.Add("x-api-key", "<apiKey>")

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

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

	fmt.Println(res)
	fmt.Println(string(body))

}
```

```ruby
require 'uri'
require 'net/http'

url = URI("https://api.hellodata.ai/property/0e628031-57b8-5394-821d-13779318fef4")

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

request = Net::HTTP::Get.new(url)
request["x-api-key"] = '<apiKey>'

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

```java
import com.mashape.unirest.http.HttpResponse;
import com.mashape.unirest.http.Unirest;

HttpResponse<String> response = Unirest.get("https://api.hellodata.ai/property/0e628031-57b8-5394-821d-13779318fef4")
  .header("x-api-key", "<apiKey>")
  .asString();
```

```php
<?php
require_once('vendor/autoload.php');

$client = new \GuzzleHttp\Client();

$response = $client->request('GET', 'https://api.hellodata.ai/property/0e628031-57b8-5394-821d-13779318fef4', [
  'headers' => [
    'x-api-key' => '<apiKey>',
  ],
]);

echo $response->getBody();
```

```csharp
using RestSharp;

var client = new RestClient("https://api.hellodata.ai/property/0e628031-57b8-5394-821d-13779318fef4");
var request = new RestRequest(Method.GET);
request.AddHeader("x-api-key", "<apiKey>");
IRestResponse response = client.Execute(request);
```

```swift
import Foundation

let headers = ["x-api-key": "<apiKey>"]

let request = NSMutableURLRequest(url: NSURL(string: "https://api.hellodata.ai/property/0e628031-57b8-5394-821d-13779318fef4")! as URL,
                                        cachePolicy: .useProtocolCachePolicy,
                                    timeoutInterval: 10.0)
request.httpMethod = "GET"
request.allHTTPHeaderFields = headers

let session = URLSession.shared
let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in
  if (error != nil) {
    print(error as Any)
  } else {
    let httpResponse = response as? HTTPURLResponse
    print(httpResponse)
  }
})

dataTask.resume()
```

--------------------------------

### Search Tags SDK Examples

Source: https://docs.hellodata.ai/api-reference/api-reference/property-report/search-tags

Implementation examples for the search_tags endpoint across various programming languages.

```python
import requests

url = "https://api.hellodata.ai/property_report/search_tags"

payload = {}
headers = {
    "x-api-key": "<apiKey>",
    "Content-Type": "application/json"
}

response = requests.get(url, json=payload, headers=headers)

print(response.json())
```

```javascript
const url = 'https://api.hellodata.ai/property_report/search_tags';
const options = {
  method: 'GET',
  headers: {'x-api-key': '<apiKey>', 'Content-Type': 'application/json'},
  body: '{}'
};

try {
  const response = await fetch(url, options);
  const data = await response.json();
  console.log(data);
} catch (error) {
  console.error(error);
}
```

```go
package main

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

func main() {

	url := "https://api.hellodata.ai/property_report/search_tags"

	payload := strings.NewReader("{}")

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

	req.Header.Add("x-api-key", "<apiKey>")
	req.Header.Add("Content-Type", "application/json")

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

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

	fmt.Println(res)
	fmt.Println(string(body))

}
```

```ruby
require 'uri'
require 'net/http'

url = URI("https://api.hellodata.ai/property_report/search_tags")

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

request = Net::HTTP::Get.new(url)
request["x-api-key"] = '<apiKey>'
request["Content-Type"] = 'application/json'
request.body = "{}"

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

```java
import com.mashape.unirest.http.HttpResponse;
import com.mashape.unirest.http.Unirest;

HttpResponse<String> response = Unirest.get("https://api.hellodata.ai/property_report/search_tags")
  .header("x-api-key", "<apiKey>")
  .header("Content-Type", "application/json")
  .body("{}")
  .asString();
```

```php
<?php
require_once('vendor/autoload.php');

$client = new \GuzzleHttp\Client();

$response = $client->request('GET', 'https://api.hellodata.ai/property_report/search_tags', [
  'body' => '{}',
  'headers' => [
    'Content-Type' => 'application/json',
    'x-api-key' => '<apiKey>',
  ],
]);

echo $response->getBody();
```

```csharp
using RestSharp;

var client = new RestClient("https://api.hellodata.ai/property_report/search_tags");
var request = new RestRequest(Method.GET);
request.AddHeader("x-api-key", "<apiKey>");
request.AddHeader("Content-Type", "application/json");
request.AddParameter("application/json", "{}", ParameterType.RequestBody);
IRestResponse response = client.Execute(request);
```

```swift
import Foundation

let headers = [
  "x-api-key": "<apiKey>",
  "Content-Type": "application/json"
]
let parameters = [] as [String : Any]

let postData = JSONSerialization.data(withJSONObject: parameters, options: [])

let request = NSMutableURLRequest(url: NSURL(string: "https://api.hellodata.ai/property_report/search_tags")! as URL,
                                        cachePolicy: .useProtocolCachePolicy,
                                    timeoutInterval: 10.0)
request.httpMethod = "GET"
request.allHTTPHeaderFields = headers
request.httpBody = postData as Data

let session = URLSession.shared
let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in
  if (error != nil) {
    print(error as Any)
  } else {
    let httpResponse = response as? HTTPURLResponse
    print(httpResponse)
  }
})

dataTask.resume()
```

--------------------------------

### Shape Search SDK Implementations

Source: https://docs.hellodata.ai/api-reference/api-reference/market/shape-search

Examples of how to perform a GET request to the shape search endpoint using various programming languages. Ensure the x-api-key header is replaced with a valid API key.

```python
import requests

url = "https://api.hellodata.ai/market/shape_search"

querystring = {"q":"farmers market seattle"}

payload = {}
headers = {
    "x-api-key": "<apiKey>",
    "Content-Type": "application/json"
}

response = requests.get(url, json=payload, headers=headers, params=querystring)

print(response.json())
```

```javascript
const url = 'https://api.hellodata.ai/market/shape_search?q=farmers+market+seattle';
const options = {
  method: 'GET',
  headers: {'x-api-key': '<apiKey>', 'Content-Type': 'application/json'},
  body: '{}'
};

try {
  const response = await fetch(url, options);
  const data = await response.json();
  console.log(data);
} catch (error) {
  console.error(error);
}
```

```go
package main

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

func main() {

	url := "https://api.hellodata.ai/market/shape_search?q=farmers+market+seattle"

	payload := strings.NewReader("{}")

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

	req.Header.Add("x-api-key", "<apiKey>")
	req.Header.Add("Content-Type", "application/json")

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

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

	fmt.Println(res)
	fmt.Println(string(body))

}
```

```ruby
require 'uri'
require 'net/http'

url = URI("https://api.hellodata.ai/market/shape_search?q=farmers+market+seattle")

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

request = Net::HTTP::Get.new(url)
request["x-api-key"] = '<apiKey>'
request["Content-Type"] = 'application/json'
request.body = "{}"

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

```java
import com.mashape.unirest.http.HttpResponse;
import com.mashape.unirest.http.Unirest;

HttpResponse<String> response = Unirest.get("https://api.hellodata.ai/market/shape_search?q=farmers+market+seattle")
  .header("x-api-key", "<apiKey>")
  .header("Content-Type", "application/json")
  .body("{}")
  .asString();
```

```php
<?php
require_once('vendor/autoload.php');

$client = new \GuzzleHttp\Client();

$response = $client->request('GET', 'https://api.hellodata.ai/market/shape_search?q=farmers+market+seattle', [
  'body' => '{}',
  'headers' => [
    'Content-Type' => 'application/json',
    'x-api-key' => '<apiKey>',
  ],
]);

echo $response->getBody();
```

```csharp
using RestSharp;

var client = new RestClient("https://api.hellodata.ai/market/shape_search?q=farmers+market+seattle");
var request = new RestRequest(Method.GET);
request.AddHeader("x-api-key", "<apiKey>");
request.AddHeader("Content-Type", "application/json");
request.AddParameter("application/json", "{}", ParameterType.RequestBody);
IRestResponse response = client.Execute(request);
```

```swift
import Foundation

let headers = [
  "x-api-key": "<apiKey>",
  "Content-Type": "application/json"
]
let parameters = [] as [String : Any]

let postData = JSONSerialization.data(withJSONObject: parameters, options: [])

let request = NSMutableURLRequest(url: NSURL(string: "https://api.hellodata.ai/market/shape_search?q=farmers+market+seattle")! as URL,
                                        cachePolicy: .useProtocolCachePolicy,
                                    timeoutInterval: 10.0)
request.httpMethod = "GET"
request.allHTTPHeaderFields = headers
request.httpBody = postData as Data

let session = URLSession.shared
let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in
  if (error != nil) {
    print(error as Any)
  } else {
    let httpResponse = response as? HTTPURLResponse
    print(httpResponse)
  }
})

dataTask.resume()
```

--------------------------------

### Retrieve Property Report List

Source: https://docs.hellodata.ai/api-reference

Examples for making a GET request to the property report list endpoint across multiple programming languages. Ensure the x-api-key header is replaced with your valid API key.

```python
import requests

url = "https://api.hellodata.ai/property_report/list"

payload = {}
headers = {
    "x-api-key": "<apiKey>",
    "Content-Type": "application/json"
}

response = requests.get(url, json=payload, headers=headers)

print(response.json())
```

```javascript
const url = 'https://api.hellodata.ai/property_report/list';
const options = {
  method: 'GET',
  headers: {'x-api-key': '<apiKey>', 'Content-Type': 'application/json'},
  body: '{}'
};

try {
  const response = await fetch(url, options);
  const data = await response.json();
  console.log(data);
} catch (error) {
  console.error(error);
}
```

```go
package main

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

func main() {

	url := "https://api.hellodata.ai/property_report/list"

	payload := strings.NewReader("{}")

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

	req.Header.Add("x-api-key", "<apiKey>")
	req.Header.Add("Content-Type", "application/json")

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

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

	fmt.Println(res)
	fmt.Println(string(body))

}
```

```ruby
require 'uri'
require 'net/http'

url = URI("https://api.hellodata.ai/property_report/list")

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

request = Net::HTTP::Get.new(url)
request["x-api-key"] = '<apiKey>'
request["Content-Type"] = 'application/json'
request.body = "{}"

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

```java
import com.mashape.unirest.http.HttpResponse;
import com.mashape.unirest.http.Unirest;

HttpResponse<String> response = Unirest.get("https://api.hellodata.ai/property_report/list")
  .header("x-api-key", "<apiKey>")
  .header("Content-Type", "application/json")
  .body("{}")
  .asString();
```

```php
<?php
require_once('vendor/autoload.php');

$client = new \GuzzleHttp\Client();

$response = $client->request('GET', 'https://api.hellodata.ai/property_report/list', [
  'body' => '{}',
  'headers' => [
    'Content-Type' => 'application/json',
    'x-api-key' => '<apiKey>',
  ],
]);

echo $response->getBody();
```

```csharp
using RestSharp;

var client = new RestClient("https://api.hellodata.ai/property_report/list");
var request = new RestRequest(Method.GET);
request.AddHeader("x-api-key", "<apiKey>");
request.AddHeader("Content-Type", "application/json");
request.AddParameter("application/json", "{}", ParameterType.RequestBody);
IRestResponse response = client.Execute(request);
```

```swift
import Foundation

let headers = [
  "x-api-key": "<apiKey>",
  "Content-Type": "application/json"
]
let parameters = [] as [String : Any]

let postData = JSONSerialization.data(withJSONObject: parameters, options: [])

let request = NSMutableURLRequest(url: NSURL(string: "https://api.hellodata.ai/property_report/list")! as URL,
                                        cachePolicy: .useProtocolCachePolicy,
                                    timeoutInterval: 10.0)
request.httpMethod = "GET"
request.allHTTPHeaderFields = headers
request.httpBody = postData as Data

let session = URLSession.shared
let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in
  if (error != nil) {
    print(error as Any)
  } else {
    let httpResponse = response as? HTTPURLResponse
    print(httpResponse)
  }
})

dataTask.resume()
```

--------------------------------

### API Request Example

Source: https://docs.hellodata.ai/api-reference

An empty JSON object representing a standard API request body.

```json
{}
```

--------------------------------

### Property API Response JSON

Source: https://docs.hellodata.ai/api-reference/api-reference/property/get-property

Example of the full JSON object returned when querying property data.

```json
{
  "id": "52907745-7672-470e-a803-a2f8feb52944",
  "building_name": "OneEleven",
  "street_address": "111 West Wacker Drive",
  "city": "Chicago",
  "state": "IL",
  "zip_code": "60601",
  "year_built": 2014,
  "number_units": 505,
  "number_stories": 60,
  "lat": 41.88651,
  "lon": -87.63141,
  "created_on": "2024-02-13",
  "building_availability": [
    {
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "is_floorplan": true,
      "bed": 2,
      "bath": 2,
      "partial_bath": 1,
      "sqft": 850,
      "floorplan_name": "2B2B",
      "unit_name": "203",
      "enter_market": "2023-12-01",
      "exit_market": "2024-01-15",
      "tags": [
        "ada_unit"
      ],
      "history": [
        {
          "from_date": "2024-01-01",
          "to_date": "2024-03-31",
          "price": 1500,
          "effective_price": 1450,
          "period_id": 0,
          "min_price": 1200,
          "max_price": 1800,
          "min_effective_price": 1150,
          "max_effective_price": 1750,
          "lease_term": 13,
          "price_plans": [
            [
              12,
              1800,
              1750
            ],
            [
              11,
              1810,
              1750
            ]
          ]
        }
      ],
      "availability_periods": [
        {
          "period_id": 0,
          "enter_market": "2023-12-01",
          "exit_market": "2024-01-15",
          "days_on_market": 45,
          "availability": "2024-01-01",
          "deposit": 1.1,
          "unavailable_periods": [
            {
              "from_date": "2023-12-01",
              "to_date": "2024-01-14"
            }
          ],
          "price_plans": [
            {
              "duration_in_months": 12,
              "specials": "Special incentives available at OneEleven! Enjoy up to a half month free on select apartments.",
              "price": 1500,
              "effective_price": 1450,
              "monthly_rent": 1500
            }
          ]
        }
      ],
      "floor": 5,
      "availability": "2024-01-01",
      "min_price": 1200,
      "price": 1500,
      "max_price": 1800,
      "min_effective_price": 1150,
      "effective_price": 1450,
      "max_effective_price": 1750,
      "days_on_market": 45,
      "min_sqft": 800,
      "max_sqft": 900,
      "created_on": "2023-11-01",
      "price_plans": [
        {
          "duration_in_months": 12,
          "specials": "Special incentives available at OneEleven! Enjoy up to a half month free on select apartments.",
          "price": 1500,
          "effective_price": 1450,
          "monthly_rent": 1500
        }
      ],
      "amenities": [
        "string"
      ],
      "lease_term": 13,
      "deposit": 1.1,
      "school_term": "string"
    }
  ],
  "building_quality": {
    "property_overall_quality": 0.85,
    "avg_quality_score_bedroom": 0.82,
    "avg_quality_score_kitchen": 0.87,
    "avg_quality_score_bathroom": 0.81,
    "avg_quality_score_dining_room": 0.8,
    "avg_quality_score_common_areas": 0.83,
    "avg_quality_score_fitness_center": 0.78,
    "avg_quality_score_laundry_room": 0.75,
    "avg_quality_score_living_room": 0.84,
    "avg_quality_score_main_entrance": 0.86,
    "avg_quality_score_stairs_hallway": 0.79,
    "avg_quality_score_swimming_pool": 0.88,
    "avg_quality_score_walk_in_closet": 0.8
  },
  "street_address_alias": [
    "111 West Wacker",
    "111 West Wacker Drive"
  ],
  "msa": "Chicago-Naperville-Elgin, IL-IN-WI",
  "market_embedding": [
    1.1
  ],
  "building_name_alias": [
    "string"
  ],
  "building_phone_number": "7087250291",
  "building_website": "https://www.oneelevenchicago.com/",
  "is_single_family": false,
  "is_condo": false,
  "is_apartment": true,
  "year_built_prediction": "2020+",
  "number_stories_prediction": "11+",
  "management_company": "The Bozzuto Group",
  "pricing_strategy": {
    "is_using_rev_management": true,
    "avg_duration": 30,
    "avg_price_change": 100,
    "avg_time_on_market": 30,
    "day_of_week_distribution": [
      1.1
    ],
    "count_prices": 1.1
  },
  "cats_monthly_rent": 50,
  "cats_one_time_fee": 50,
  "cats_deposit": 50,
  "dogs_monthly_rent": 50,
  "dogs_one_time_fee": 50,
  "dogs_deposit": 50,
  "admin_fee": 600,
  "amenity_fee": 0,
  "application_fee": 65,
  "storage_fee": 50,
  "parking_covered": 300,
  "parking_garage": 319,
  "parking_surface_lot": 100,
  "min_deposit": 2248,
  "max_deposit": 2248,
  "building_amenities": [
    "24_hour_maintenance"
  ],
  "unit_amenities": [
    "air_conditioning"
  ],
  "review_analysis": {
    "avg_score": 1.1,
    "count_reviews": 1.1,
    "positive_counts": {},
    "negative_counts": {}
  },
  "property_embedding": [
    1.1
  ],
  "demographics": {},
  "census_tract_id": "11001007301",
  "ami_limits": {},
  "is_student": false,
  "is_senior": false,
  "is_build_to_rent": false,
  "is_affordable": false,
  "number_units_prediction": 460
}
```

--------------------------------

### Market Search SDK Implementations

Source: https://docs.hellodata.ai/api-reference/api-reference/market/market-search

Examples of how to perform a POST request to the market search endpoint using various programming languages.

```python
import requests

url = "https://api.hellodata.ai/market/search"

payload = { "coordinates": [[[[1.1]]]] }
headers = {
    "x-api-key": "<apiKey>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.json())
```

```javascript
const url = 'https://api.hellodata.ai/market/search';
const options = {
  method: 'POST',
  headers: {'x-api-key': '<apiKey>', 'Content-Type': 'application/json'},
  body: '{"coordinates":[[[[1.1]]]]}'
};

try {
  const response = await fetch(url, options);
  const data = await response.json();
  console.log(data);
} catch (error) {
  console.error(error);
}
```

```go
package main

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

func main() {

	url := "https://api.hellodata.ai/market/search"

	payload := strings.NewReader("{\n  \"coordinates\": [\n    [\n      [\n        [\n          1.1\n        ]\n      ]\n    ]\n  ]\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("x-api-key", "<apiKey>")
	req.Header.Add("Content-Type", "application/json")

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

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

	fmt.Println(res)
	fmt.Println(string(body))

}
```

```ruby
require 'uri'
require 'net/http'

url = URI("https://api.hellodata.ai/market/search")

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

request = Net::HTTP::Post.new(url)
request["x-api-key"] = '<apiKey>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"coordinates\": [\n    [\n      [\n        [\n          1.1\n        ]\n      ]\n    ]\n  ]\n}"

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

```java
import com.mashape.unirest.http.HttpResponse;
import com.mashape.unirest.http.Unirest;

HttpResponse<String> response = Unirest.post("https://api.hellodata.ai/market/search")
  .header("x-api-key", "<apiKey>")
  .header("Content-Type", "application/json")
  .body("{\n  \"coordinates\": [\n    [\n      [\n        [\n          1.1\n        ]\n      ]\n    ]\n  ]\n}")
  .asString();
```

```php
<?php
require_once('vendor/autoload.php');

$client = new \GuzzleHttp\Client();

$response = $client->request('POST', 'https://api.hellodata.ai/market/search', [
  'body' => '{
  "coordinates": [
    [
      [
        [
          1.1
        ]
      ]
    ]
  ]
}',
  'headers' => [
    'Content-Type' => 'application/json',
    'x-api-key' => '<apiKey>',
  ],
]);

echo $response->getBody();
```

```csharp
using RestSharp;

var client = new RestClient("https://api.hellodata.ai/market/search");
var request = new RestRequest(Method.POST);
request.AddHeader("x-api-key", "<apiKey>");
request.AddHeader("Content-Type", "application/json");
request.AddParameter("application/json", "{\n  \"coordinates\": [\n    [\n      [\n        [\n          1.1\n        ]\n      ]\n    ]\n  ]\n}", ParameterType.RequestBody);
IRestResponse response = client.Execute(request);
```

```swift
import Foundation

let headers = [
  "x-api-key": "<apiKey>",
  "Content-Type": "application/json"
]
let parameters = ["coordinates": [[[[1.1]]]]] as [String : Any]

let postData = JSONSerialization.data(withJSONObject: parameters, options: [])

let request = NSMutableURLRequest(url: NSURL(string: "https://api.hellodata.ai/market/search")! as URL,
                                        cachePolicy: .useProtocolCachePolicy,
                                    timeoutInterval: 10.0)
request.httpMethod = "POST"
request.allHTTPHeaderFields = headers
request.httpBody = postData as Data

let session = URLSession.shared
let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in
  if (error != nil) {
    print(error as Any)
  } else {
    let httpResponse = response as? HTTPURLResponse
    print(httpResponse)
  }
})

dataTask.resume()
```

--------------------------------

### Dataset Export SDK Implementations

Source: https://docs.hellodata.ai/api-reference/api-reference/dataset/dataset-export-async

Code examples for initiating an asynchronous dataset export using various programming languages.

```python
import requests

url = "https://api.hellodata.ai/dataset/export"

payload = {
    "format": "csv",
    "name": "Monthly Rent Report",
    "webhookURL": "https://webhooks.example.com/dataset-export",
    "dataset": {
        "scopes": [{ "column": "lat" }, { "column": "lon" }, { "column": "asking_rent" }, { "column": "number_units" }],
        "filters": { "and": [None] }
    }
}
headers = {
    "x-api-key": "<apiKey>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.json())
```

```javascript
const url = 'https://api.hellodata.ai/dataset/export';
const options = {
  method: 'POST',
  headers: {'x-api-key': '<apiKey>', 'Content-Type': 'application/json'},
  body: '{"format":"csv","name":"Monthly Rent Report","webhookURL":"https://webhooks.example.com/dataset-export","dataset":{"scopes":[{"column":"lat"},{"column":"lon"},{"column":"asking_rent"},{"column":"number_units"}],"filters":{"and":[null]}}}'
};

try {
  const response = await fetch(url, options);
  const data = await response.json();
  console.log(data);
} catch (error) {
  console.error(error);
}
```

```go
package main

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

func main() {

	url := "https://api.hellodata.ai/dataset/export"

	payload := strings.NewReader("{\n  \"format\": \"csv\",\n  \"name\": \"Monthly Rent Report\",\n  \"webhookURL\": \"https://webhooks.example.com/dataset-export\",\n  \"dataset\": {\n    \"scopes\": [\n      {\n        \"column\": \"lat\"\n      },\n      {\n        \"column\": \"lon\"\n      },\n      {\n        \"column\": \"asking_rent\"\n      },\n      {\n        \"column\": \"number_units\"\n      }\n    ],\n    \"filters\": {\n      \"and\": [\n        null\n      ]\n    }\n  }\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("x-api-key", "<apiKey>")
	req.Header.Add("Content-Type", "application/json")

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

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

	fmt.Println(res)
	fmt.Println(string(body))

}
```

```ruby
require 'uri'
require 'net/http'

url = URI("https://api.hellodata.ai/dataset/export")

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

request = Net::HTTP::Post.new(url)
request["x-api-key"] = '<apiKey>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"format\": \"csv\",\n  \"name\": \"Monthly Rent Report\",\n  \"webhookURL\": \"https://webhooks.example.com/dataset-export\",\n  \"dataset\": {\n    \"scopes\": [\n      {\n        \"column\": \"lat\"\n      },\n      {\n        \"column\": \"lon\"\n      },\n      {\n        \"column\": \"asking_rent\"\n      },\n      {\n        \"column\": \"number_units\"\n      }\n    ],\n    \"filters\": {\n      \"and\": [\n        null\n      ]\n    }\n  }\n}"

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

```java
import com.mashape.unirest.http.HttpResponse;
import com.mashape.unirest.http.Unirest;

HttpResponse<String> response = Unirest.post("https://api.hellodata.ai/dataset/export")
  .header("x-api-key", "<apiKey>")
  .header("Content-Type", "application/json")
  .body("{\n  \"format\": \"csv\",\n  \"name\": \"Monthly Rent Report\",\n  \"webhookURL\": \"https://webhooks.example.com/dataset-export\",\n  \"dataset\": {\n    \"scopes\": [\n      {\n        \"column\": \"lat\"\n      },\n      {\n        \"column\": \"lon\"\n      },\n      {\n        \"column\": \"asking_rent\"\n      },\n      {\n        \"column\": \"number_units\"\n      }\n    ],\n    \"filters\": {\n      \"and\": [\n        null\n      ]\n    }\n  }\n}")
  .asString();
```

```php
<?php
require_once('vendor/autoload.php');

$client = new \GuzzleHttp\Client();

$response = $client->request('POST', 'https://api.hellodata.ai/dataset/export', [
  'body' => '{
  "format": "csv",
  "name": "Monthly Rent Report",
  "webhookURL": "https://webhooks.example.com/dataset-export",
  "dataset": {
    "scopes": [
      {
        "column": "lat"
      },
      {
        "column": "lon"
      },
      {
        "column": "asking_rent"
      },
      {
        "column": "number_units"
      }
    ],
    "filters": {
      "and": [
        null
      ]
    }
  }
}',
  'headers' => [
    'Content-Type' => 'application/json',
    'x-api-key' => '<apiKey>',
  ],
]);

echo $response->getBody();
```