Correlations
Version: 1.0.0
Contact information:
API Support
datasuite@nexigroup.com
/correlations
GET
Summary
Correlation coefficient
Description
The correlation coefficient between the number of cards and card turnover for each industry is a statistical measurement of the strength of the relationship between the relative movements of two variables. The values range between –1 and 1, and a correlation of –1 shows a perfect negative correlation, while a correlation of 1 shows a perfect positive correlation. A correlation of 0 shows no linear relationship between the movement of the two variables – number of cards and card turnover. The closer the correlation coefficient is to the value of 1, the higher the impact is between the number of cards and card turnover. If it approaches 0, then the correlation between the amount of consumers and their spending is close to none. In a few cases, the correlation coefficient is negative, which means more cards equal less turnover. This happened in the Travel industry during the Covid-19 lockdown, as people only got refunds and made no purchases.
The area of residence analysis is only estimated based on previous transaction patterns, therefore, this should only be used as an indicator.
If you need the normalised card turnover and number of cards turn to the Historical comparison.
Parameters
| Name | Located in | Description | Required | Schema |
|---|---|---|---|---|
| business_private | query | Filter transactions by business (0 = business) and private (1 = private). | No | integer |
| category_code | query | Filter by a category code To get all supported category codes, use MCC mapping endpoint under the Mapping tag. Example : 14 | No | [ integer ] |
| domestic_international | query | Filter cardholder transactions by domestic (0 = domestic) or international (1 = international). | No | integer |
| estimated_residence_country_a3 | query | Filter by cardholder ISO-A3 country code. Example: DNK | No | [ string ] |
| estimated_residence_municipality_code | query | Filter by customer municipality code. Example: 43 | No | [ integer ] |
| estimated_residence_region_code | query | Filter by cardholder region. Example: 3 | No | [ integer ] |
| group_by | query | Group output by one or more of the following values. Possible values: online_physical, merchant_country, merchant_region, merchant_municipality, vertical, category, issuer_country, domestic_international, estimated_residence_country, estimated_residence_region, estimated_residence_municipality, is_municipality_local, is_regional_local, business_private. | No | [ string ] |
| is_municipality_local | query | Filter transactions by the cardholder estimated residence being either in the merchant municipality (1) or outside the merchant municipality (0). | No | integer |
| is_non_local | query | Filter transactions by cardholder estimated residence region not in merchant region (1) or cardholder estimated residence region in merchant region (0). | No | integer |
| is_regional_local | query | Filter transactions by cardholder estimated residence region not in merchant region (0) or cardholder estimated residence region in merchant region (1). | No | integer |
| issuer_country_a3 | query | Filter by issuer ISO-A3 country code. Example: DNK | No | [ string ] |
| merchant_country_a3 | query | Filter by a merchant ISO-A3 country code | No | [ string ] |
| merchant_municipality_code | query | Filter by a merchant municipality code To get all supported municipality codes, use Geographical mapping endpoint under the Mapping tag. | No | [ integer ] |
| merchant_region_code | query | Filter by a merchant region code To get all supported region codes, use Geographical mapping endpoint under the Mapping tag. | No | [ integer ] |
| month_range_end | query | End month in a range of months. Example: 10 | No | integer |
| month_range_start | query | Initial month in a range of months Example: 5 | No | integer |
| online_physical | query | Filter transactions by online (0 = e-commerce) and physical store (1 = POS). | No | integer |
| quarter_range_end | query | End quarter in a range of quarters. Example: 3 | No | integer |
| quarter_range_start | query | Initial quarter in a range of quarters Example: 1 | No | integer |
| transaction_month | query | Filter transactions by months(s). Example: 5 | No | [ integer ] |
| transaction_quarter | query | Filter transactions by quarter(s). Example: 1 | No | [ integer ] |
| transaction_year | query | Filter transactions by year(s). | No | [ integer ] |
| vertical | query | Filter by a vertical To get all supported verticals, use MCC mapping endpoint under the Mapping tag. Example : Transportation | No | [ string ] |
| year_range_end | query | End year in a range of years. Minimum value: Four years earlier than current year Maximum value: Current Year | No | integer |
| year_range_start | query | Initial year in a range of years Minimum value: Four years earlier than current year Maximum value: Current Year | No | integer |
| Ocp-Apim-Subscription-Key | header | Yes | string |
Responses
| Code | Description |
|---|---|
| 200 | OK |
| 400 | Input error |
| 500 | Internal server error. Please, try again later. If the issue persists, please contact our support. |
Models
CorrelationsGroupBy
| Name | Type | Description | Required |
|---|---|---|---|
| CorrelationsGroupBy | string |
CorrelationsResponse
| Name | Type | Description | Required |
|---|---|---|---|
| values | [ object ] | No |
ValuesCorrelations
| Name | Type | Description | Required |
|---|---|---|---|
| transaction_year | integer | No | |
| transaction_quarter | integer | No | |
| transaction_month | integer | No | |
| business_private | string | No | |
| online_physical | string | No | |
| merchant_country_a3 | string | No | |
| merchant_region | string | No | |
| merchant_municipality | string | No | |
| vertical | string | No | |
| category | string | No | |
| issuer_country_a3 | string | No | |
| domestic_international | string | No | |
| estimated_residence_country_a3 | string | No | |
| estimated_residence_region | string | No | |
| estimated_residence_municipality | string | No | |
| is_non_local | string | No | |
| is_regional_local | string | No | |
| is_municipality_local | string | No | |
| correlation_coefficient | number | No |