▪ Overall Grouped Compare
Rates Overall Grouped Compare API returns two, time-based rates overall grouped data sets along with a comparative calculation.
Request
Endpoint
GET
/v4/{billing_plan}/account/{account_id}/locations/rates/overall/grouped/compare
Path Parameters
| Name | Description | Type | Examples |
|---|---|---|---|
| *{billing_plan} | Billing plan to be applied to the call. | string | ondemand |
| *{account_id} | Provided identifier of the account. | string | |
/sample |
Filter data for POIs that are included in the sample (subset of POIs that statistically replicates the population of the corresponding location). | string |
/sample optional path parameter
Inserting optional path parameter /sample in the following position:
/v4/{billing_plan}/account/{account_id}/locations/rates/sample/…
will filter data for POIs that are included in the sample (subset of POIs that statistically replicates the population of the corresponding location).
Header Parameters
| Name | Description | Type | Examples |
|---|---|---|---|
| *x-api-key | Provided API key {x_api_key} that allows authentication. |
string | |
| *Authorization | Provided token {jwt_bearer} that allows authorization. |
string | Bearer {jwt_bearer} |
Query Parameters
| Name | Description | Type | Examples | Default |
|---|---|---|---|---|
| *{Location} | Actual location identifier. | Geospatial | AreaGeometryIDCircle | |
| *from | Start date of actual timeframe. | date | 2020-01-01 | |
| *to | End date of actual timeframe. | date | 2020-12-31 | |
| *group_type | Field for which perform grouping. | string | poi_industrypoi_categorypoi_class | |
| {ComparisonLocation} | Comparison location identifier. | Comparison |
ComparisonAreaComparisonGeometryIDComparisonCircle | Same as {Location}. |
| compare_from | Start date of comparison timeframe. | date | 2020-07-01 | One year before from. |
| compare_to | End date of comparison timeframe. | date | 2021-01-01 | One year before to. |
| ⓝ percentile | Request percentile expressed in the range (0, 1).Median value 0.5 will always be implicitly requested. | decimal | 0.5 | |
| ⓝ poi_classⓝ compare_poi_class | Filter POIs with "category": "hotel" by stars rating in the range [1,5]. |
int | 4 | |
| ⓝ poi_industryⓝ compare_poi_industry | Filter by POI Industry. | string | Dictionary | |
| ⓝ poi_categoryⓝ compare_poi_category | Filter by POI Category. | string | Dictionary | |
| ⓝ facilityⓝ compare_facility | Filter offers by included facility. | string | breakfastlunchdinner | |
| guestscompare_guests | Filter offers by number of allowed guests. | int | 1 | 2 (only when group_type is not equal to guests) |
| refundablecompare_refundable | Filter offers that can be refunded. | boolean | truefalse | |
| scan_last_day | Filter data according to a less recent offers detection in the range [1,10] (from most recent to oldest offers detection day). | int | 5 | 1 (only when group_type is not equal to scan_last_day) |
| page | Requested page number for paginated results. | int | 1 | |
| page_size | Requested page size for paginated results in the range [1, 100]. | int | 25 |
Supported values for group_type
- poi_industry
- poi_category
- poi_class
- guests
- scan_last_day
Supported values for facility
- breakfast
- lunch
- dinner
Example
curl -X GET 'https://api.datappeal.io/v4/ondemand/account/{account_id}/locations/rates/overall/grouped/compare?geometry_id=379c730942e570d586a5520770c0a65d&from=2021-01-01&to=2021-07-01&compare_from=2020-07-01&compare_to=2021-01-01&group_type=poi_class' \
-H 'x-api-key: {x_api_key}' \
-H 'Authorization: Bearer {jwt_bearer}' \
Example /sample
curl -X GET 'https://api.datappeal.io/v4/ondemand/account/{account_id}/locations/rates/sample/overall/grouped/compare?geometry_id=379c730942e570d586a5520770c0a65d&from=2021-01-01&to=2021-07-01&compare_from=2020-07-01&compare_to=2021-01-01&group_type=poi_class' \
-H 'x-api-key: {x_api_key}' \
-H 'Authorization: Bearer {jwt_bearer}' \
Response
Status
| Status | Description |
|---|---|
| 200 | Rates Overall Grouped Compare data has been successfully returned. |
Body
LocationRatesGroupedComparedOverall
| Field | Description | Type |
|---|---|---|
| *results | Paginated grouped compared overall data. | LocationGroupedComparedOverallResults |
| paging | Response pagination. | Paging |
LocationRatesGroupedComparedOverallResults
| Field | Description | Type |
|---|---|---|
| actual | Rates overall grouped data for the actual timeframe. | LocationRatesGroupedComparableOverall |
| comparison | Rates overall grouped data for the comparison timeframe. | LocationRatesGroupedComparableOverall |
| variation | Calculated difference between actual and comparison. |
array[LocationRatesGroupedOverallVariation] |
LocationRatesGroupedComparableOverall
| Field | Description | Type |
|---|---|---|
| timeframe | Reference date range. | Timeframe |
| value | Rates overall grouped data for the corresponding timeframe. |
array[LocationRatesGroupedOverallElement] |
Timeframe
| Field | Description | Type |
|---|---|---|
| *from | Start date of timeframe. | date |
| *to | End date of timeframe. | date |
LocationRatesGroupedOverallElement
| Field | Description | Type |
|---|---|---|
| *group | Field value within the requested grouping by field. | string |
| average | Average accommodation offers price in Euros. | decimal |
| *percentiles | Accommodation offers percentiles values expressed in Euros. | array[Percentile] |
| *poi | Count of POIs with accommodation offers within the group. | PartitionCount |
Percentile
| Field | Description | Type | Examples |
|---|---|---|---|
| *request | Requested percentile expressed in the range (0, 1), e.g. 0.5 (the median). | decimal | 0.5 |
| *response | Resulting value of the request percentile. |
decimal | 73.00 |
PartitionCount
| Field | Description | Type |
|---|---|---|
| partition | Count incidence percentage of the group's elements over total elements. | int |
| count | Total elements of the group. | int |
LocationRatesGroupedOverallVariation
| Field | Description | Type |
|---|---|---|
| *group | Field value within the requested grouping by field. | string |
| average | Average accommodation offers price variation in Euros. | Variation |
| *percentiles | Accommodation offers percentiles variations expressed in Euros. | array[PercentileVariation] |
| poi | Count variation of POIs with accommodation offers within the group. | PartitionVariation |
Variation
| Field | Description | Type | Examples |
|---|---|---|---|
| value | Difference between actual value and comparison value. |
decimal | 1.12 |
| variation | The explicit variation polarity. It is null when values are not available in both timeframes. |
string | POSITIVE NEUTRAL NEGATIVE |
PercentileVariation
| Field | Description | Type | Examples |
|---|---|---|---|
| *request | Requested percentile expressed in the range (0, 1), e.g. 0.5 (the median). | decimal | 0.5 |
| *response | Resulting variation value of the request percentile. |
Variation |
Paging
| Field | Description | Type |
|---|---|---|
| last | A relative URI to the last page. | string |
| first | A relative URI to the first page. | string |
| prev | A relative URI to the previous page. | string |
| next | A relative URI to the next page. | string |
| current | A relative URI to the current page. | string |
| pages | A set of relative URIs calculated around the current page. | Page |
| elements | All indexes shown on the current page. | array[int] |
| total | The number of all elements that API can retrieve. | int |
| size | The selected page size. | int |
Page
| Field | Description | Type |
|---|---|---|
| number | Number of the page. | int |
| uri | URI of the page. | string |
Example
{
"results": {
"actual": {
"timeframe": {
"from": "2021-01-01",
"to": "2021-07-01"
},
"value": [
{
"group": "1",
"average": 76.56,
"percentiles": [
{
"request": 0.5,
"response": 62.373135
}
],
"poi": {
"partition": 3.91,
"count": 25
}
},
{
"group": "2",
"average": 116.94,
"percentiles": [
{
"request": 0.5,
"response": 78.117676
}
],
"poi": {
"partition": 10.17,
"count": 65
}
},
{
"group": "3",
"average": 114.9,
"percentiles": [
{
"request": 0.5,
"response": 86.35156
}
],
"poi": {
"partition": 42.25,
"count": 270
}
},
{
"group": "4",
"average": 185.51,
"percentiles": [
{
"request": 0.5,
"response": 151.28252
}
],
"poi": {
"partition": 38.65,
"count": 247
}
},
{
"group": "5",
"average": 795.13,
"percentiles": [
{
"request": 0.5,
"response": 516.3026
}
],
"poi": {
"partition": 5.01,
"count": 32
}
}
]
},
"comparison": {
"timeframe": {
"from": "2020-07-01",
"to": "2021-01-01"
},
"value": [
{
"group": "1",
"average": 62.28,
"percentiles": [
{
"request": 0.5,
"response": 59.63671
}
],
"poi": {
"partition": 5.62,
"count": 19
}
},
{
"group": "2",
"average": 93.13,
"percentiles": [
{
"request": 0.5,
"response": 71.88888
}
],
"poi": {
"partition": 9.17,
"count": 31
}
},
{
"group": "3",
"average": 99.65,
"percentiles": [
{
"request": 0.5,
"response": 82.37627
}
],
"poi": {
"partition": 33.73,
"count": 114
}
},
{
"group": "4",
"average": 180.21,
"percentiles": [
{
"request": 0.5,
"response": 142.93431
}
],
"poi": {
"partition": 43.49,
"count": 147
}
},
{
"group": "5",
"average": 824.08,
"percentiles": [
{
"request": 0.5,
"response": 484.42688
}
],
"poi": {
"partition": 7.99,
"count": 27
}
}
]
},
"variation": [
{
"group": "1",
"average": {
"value": 14.279999,
"variation": "POSITIVE"
},
"percentiles": [
{
"request": 0.5,
"response": {
"value": 2.74,
"variation": "POSITIVE"
}
}
],
"poi": {
"partition": {
"value": -1.71,
"variation": "NEGATIVE"
},
"count": {
"value": 6,
"variation": "POSITIVE"
}
}
},
{
"group": "2",
"average": {
"value": 23.810005,
"variation": "POSITIVE"
},
"percentiles": [
{
"request": 0.5,
"response": {
"value": 6.23,
"variation": "POSITIVE"
}
}
],
"poi": {
"partition": {
"value": 1.0,
"variation": "POSITIVE"
},
"count": {
"value": 34,
"variation": "POSITIVE"
}
}
},
{
"group": "3",
"average": {
"value": 15.25,
"variation": "POSITIVE"
},
"percentiles": [
{
"request": 0.5,
"response": {
"value": 3.98,
"variation": "POSITIVE"
}
}
],
"poi": {
"partition": {
"value": 8.52,
"variation": "POSITIVE"
},
"count": {
"value": 156,
"variation": "POSITIVE"
}
}
},
{
"group": "4",
"average": {
"value": 5.299988,
"variation": "POSITIVE"
},
"percentiles": [
{
"request": 0.5,
"response": {
"value": 8.35,
"variation": "POSITIVE"
}
}
],
"poi": {
"partition": {
"value": -4.84,
"variation": "NEGATIVE"
},
"count": {
"value": 100,
"variation": "POSITIVE"
}
}
},
{
"group": "5",
"average": {
"value": -28.950012,
"variation": "NEGATIVE"
},
"percentiles": [
{
"request": 0.5,
"response": {
"value": 31.88,
"variation": "POSITIVE"
}
}
],
"poi": {
"partition": {
"value": -2.98,
"variation": "NEGATIVE"
},
"count": {
"value": 5,
"variation": "POSITIVE"
}
}
}
]
},
"paging": {
"last": "/rates/overall/grouped/compare?page=1&page_size=25&geometry_id=379c730942e570d586a5520770c0a65d&compare_from=2020-07-01&from=2021-01-01&group_type=poi_class&to=2021-07-01&compare_to=2021-01-01",
"first": "/rates/overall/grouped/compare?page=1&page_size=25&geometry_id=379c730942e570d586a5520770c0a65d&compare_from=2020-07-01&from=2021-01-01&group_type=poi_class&to=2021-07-01&compare_to=2021-01-01",
"prev": null,
"next": null,
"current": "/rates/overall/grouped/compare?page=1&page_size=25&geometry_id=379c730942e570d586a5520770c0a65d&compare_from=2020-07-01&from=2021-01-01&group_type=poi_class&to=2021-07-01&compare_to=2021-01-01",
"pages": [
{
"number": 1,
"uri": "/rates/overall/grouped/compare?page=1&page_size=25&geometry_id=379c730942e570d586a5520770c0a65d&compare_from=2020-07-01&from=2021-01-01&group_type=poi_class&to=2021-07-01&compare_to=2021-01-01"
}
],
"total": 5,
"size": 25,
"elements": [
1,
2,
3,
4,
5
]
}
}