Bulk Person Retrieve API
Directly look up multiple person profiles by their PDL IDs
Overview
The Bulk Retrieve API provides a way to retrieve multiple profiles using the Person Retrieve API in one request.
Example
The endpoint for the Bulk Person Retrieve API is POST https://api.peopledatalabs.com/v5/person/retrieve/bulk.
You can retrieve up to 100 persons in a single HTTP request.
API calls that you execute against the bulk endpoint must use POST requests. The request body of a bulk retrieve request must contain an array called requests with 1-100 individual request objects, each containing a valid PDL ID. You can find the JSON schema describing the structure of a /v5/person/retrieve/bulk here.
import requests, json
# Set your API key
API_KEY = "YOUR API KEY"
# Set the Bulk Person Retrieve API URL
PDL_BASE_URL = "https://api.peopledatalabs.com/v5/person/retrieve/bulk"
# Set headers
HEADERS = {
'X-Api-Key': API_KEY,
'Content-Type': 'application/json',
}
# Create a parameters JSON object with an array of person IDs
BODY = {
"requests": [
{"id": "qEnOZ5Oh0poWnQ1luFBfVw_0000"},
{"id": "PzFD15NINdBWNULBBkwlig_0000"},
],
"pretty": True,
"titlecase": True,
}
# Pass the the parameters object to the Bulk Person Retrieve API using POST method
json_response = requests.post(PDL_BASE_URL, headers=HEADERS, json=BODY).json()
# Print the API response in JSON format
print(json_response)
curl -X POST "https://api.peopledatalabs.com/v5/person/retrieve/bulk" \
-H 'Content-Type: application/json' \
-H 'X-Api-Key: XXX' \
-d ' {
"requests": [
{"id": "qEnOZ5Oh0poWnQ1luFBfVw_0000"},
{"id": "PzFD15NINdBWNULBBkwlig_0000"}
]
}'
package main
import (
"fmt"
"encoding/json"
"context"
)
// See https://github.com/peopledatalabs/peopledatalabs-go
import (
pdl "github.com/peopledatalabs/peopledatalabs-go"
pdlmodel "github.com/peopledatalabs/peopledatalabs-go/model"
)
func main() {
// Set your API key
apiKey := "YOUR API KEY"
// Set API key as environmental variable
// apiKey := os.Getenv("API_KEY")
// Create a client, specifying your API key
client := pdl.New(apiKey)
// Create a parameters JSON object with an array of person IDs
params := pdlmodel.BulkRetrievePersonParams {
BaseParams: pdlmodel.BaseParams {
Pretty: true,
},
Requests: []pdlmodel.BulkRetrieveSinglePersonParams {
{ID: "qEnOZ5Oh0poWnQ1luFBfVw_0000"},
{ID: "PzFD15NINdBWNULBBkwlig_0000"},
},
AdditionalParams: pdlmodel.AdditionalParams {
TitleCase: true,
},
}
// Pass the parameters object to the Bulk Person Retrieve API
response, err := client.Person.BulkRetrieve(context.Background(), params)
// Check for successful response
if err == nil {
// Convert the API response to JSON
jsonResponse, jsonErr := json.Marshal(response)
// Print the API response
if jsonErr == nil {
fmt.Println(string(jsonResponse))
}
}
}
We return responses as an array of response objects.
[
{"status": 200, "data": ...},
{"status": 200, "data": ...}
]
Tracking Responses
The API always return response objects in the same order as they were defined in the requests array. However, you can also add a metadata object to each request, containing any information specific to that request. If you define metadata in a request object, the API will return it unchanged in that request's corresponding response object:
import requests, json
# Set your API key
API_KEY = "YOUR API KEY"
# Set the Bulk Person Retrieve API URL
PDL_BASE_URL = "https://api.peopledatalabs.com/v5/person/retrieve/bulk"
# Set headers
HEADERS = {
'X-Api-Key': API_KEY,
'Content-Type': 'application/json',
}
# Create a parameters JSON object with an array of person IDs
BODY = {
"requests": [
{
"id": "qEnOZ5Oh0poWnQ1luFBfVw_0000",
# Include metadata object
"metadata": {
"user_id": 123
},
},
{
"id": "PzFD15NINdBWNULBBkwlig_0000",
# Include metadata object
"metadata": {
"user_id": 569
},
},
],
"pretty": True,
"titlecase": True,
}
# Pass the the parameters object to the Bulk Person Retrieve API
json_response = requests.post(PDL_BASE_URL, headers=HEADERS, json=BODY).json()
# Print the API response in JSON format
print(json_response)
curl -X POST "https://api.peopledatalabs.com/v5/person/retrieve/bulk" \
-H 'Content-Type: application/json' \
-H 'X-Api-Key: XXX' \
-d ' {
"requests": [
{"id": "qEnOZ5Oh0poWnQ1luFBfVw_0000",
"metadata": {
"user_id": 123
}
},
{
"id": "PzFD15NINdBWNULBBkwlig_0000",
"metadata": {
"user_id": 569
}
}
]
}'
package main
import (
"fmt"
"encoding/json"
"context"
)
// See https://github.com/peopledatalabs/peopledatalabs-go
import (
pdl "github.com/peopledatalabs/peopledatalabs-go"
pdlmodel "github.com/peopledatalabs/peopledatalabs-go/model"
)
func main() {
// Set your API key
apiKey := "YOUR API KEY"
// Set API key as environmental variable
// apiKey := os.Getenv("API_KEY")
// Create a client, specifying your API key
client := pdl.New(apiKey)
// Create a parameters JSON object with an array of person IDs
params := pdlmodel.BulkRetrievePersonParams {
BaseParams: pdlmodel.BaseParams {
Pretty: true,
},
Requests: []pdlmodel.BulkRetrieveSinglePersonParams {
{
ID: "qEnOZ5Oh0poWnQ1luFBfVw_0000",
// Include metadata object
Metadata: map[string]string {
"user_id": "123",
},
},
{
ID: "PzFD15NINdBWNULBBkwlig_0000",
// Include metadata object
Metadata: map[string]string {
"user_id": "569",
},
},
},
AdditionalParams: pdlmodel.AdditionalParams {
TitleCase: true,
},
}
// Pass the parameters object to the Bulk Person Retrieve API
response, err := client.Person.BulkRetrieve(context.Background(), params)
// Check for successful response
if err == nil {
// Convert the API response to JSON
jsonResponse, jsonErr := json.Marshal(response)
// Print the API response
if jsonErr == nil {
fmt.Println(string(jsonResponse))
}
}
}
[
{"status": 200, "data": ..., "metadata": {"user_id": "123"}},
{"status": 200, "data": ..., "metadata": {"user_id": "569"}}
]
Usage Notes
Any response object in a /v5/person/retrieve/bulk response will either have a status code of 200, 404 or 400. Any valid /v5/person/retrieve/bulk will return with a status code of 200.
We will deduct the number of 200 responses to a bulk retrieve request from the number of remaining retrieve matches in your account as though each request was made individually.
Malformed, Unauthenticated or Throttled Requests
Any malformed, unauthenticated or throttled requests will return errors in the same format as documented in the Errors page.
import requests, json
# Set your API key
API_KEY = "YOUR API KEY"
# Set the Bulk Person Retrieve API URL
PDL_BASE_URL = "https://api.peopledatalabs.com/v5/person/retrieve/bulk"
# Set headers
HEADERS = {
'X-Api-Key': API_KEY,
'Content-Type': 'application/json',
}
# Create a parameters JSON object without a requests array
BODY = {
"required": "names",
"pretty": True,
"titlecase": True,
}
# Pass the the parameters object to the Bulk Person Retrieve API
json_response = requests.post(PDL_BASE_URL, headers=HEADERS, json=BODY).json()
# Print the API response in JSON format
print(json_response)
curl -X POST "https://api.peopledatalabs.com/v5/person/retrieve/bulk" \
-H 'Content-Type: application/json' \
-H 'X-Api-Key: XXX' \
-d ' {
"required": "names"
}'
package main
import (
"fmt"
"encoding/json"
"context"
)
// See https://github.com/peopledatalabs/peopledatalabs-go
import (
pdl "github.com/peopledatalabs/peopledatalabs-go"
pdlmodel "github.com/peopledatalabs/peopledatalabs-go/model"
)
func main() {
// Set your API key
apiKey := "YOUR API KEY"
// Set API key as environmental variable
// apiKey := os.Getenv("API_KEY")
// Create a client, specifying your API key
client := pdl.New(apiKey)
// Create a parameters JSON object without a requests array
params := pdlmodel.BulkRetrievePersonParams {
BaseParams: pdlmodel.BaseParams {
Pretty: true,
},
AdditionalParams: pdlmodel.AdditionalParams {
TitleCase: true,
},
}
// Pass the parameters object to the Bulk Person Retrieve API
response, err := client.Person.BulkRetrieve(context.Background(), params)
// Check for successful response
if err == nil {
// Convert the API response to JSON
jsonResponse, jsonErr := json.Marshal(response)
// Print the API response
if jsonErr == nil {
fmt.Println(string(jsonResponse))
}
} else {
fmt.Println(err)
}
}
{
"status": 400,
"error": {
"type": "invalid_request_error",
"message": "Missing key: 'requests'"
}
}
Bulk Request Limitations
Currently, due to infrastructure constraints, there is a 1MB limit on API responses. Most bulk requests will not hit this limit. However, an 80-100 record bulk request that returns rich records may approach or go over this limitation.
Here are some ways to ensure that you don't run into this limitation:
-
Add the
Accept-Encoding: gzipheader to your request headers. We will gzip-compress the responses, which will be around five times smaller. -
Retrieve less records per call. Enriching around 50 records instead of 100 should bypass this limitation.
Example Response
200 Response Fields
Note: the bulk response is a JSON Array of objects with the following fields:
| Field Name | Type | Description |
|---|---|---|
data | object | The person response object. |
status | integer | The HTTP status code. |
billed | boolean | A flag that indicates whether we charged a credit for the record. |
metadata | object | Any metadata that you included in the request. |
Note: metadata is on a per-request basis and generally you should use it to connect requests to responses within an API call. See this section for more information.
[
{
"status": 200,
"data": {
"id": "qEnOZ5Oh0poWnQ1luFBfVw_0000",
"full_name": "Sean Thorne",
"first_name": "Sean",
"middle_initial": "F",
"middle_name": "Fong",
"last_initial": "T",
"last_name": "Thorne",
"gender": "Male",
"birth_year": 1990,
"birth_date": null,
"linkedin_url": "linkedin.com/in/seanthorne",
"linkedin_username": "Seanthorne",
"linkedin_id": "145991517",
"facebook_url": "facebook.com/deseanthorne",
"facebook_username": "Deseanthorne",
"facebook_id": "1089351304",
"twitter_url": "twitter.com/seanthorne5",
"twitter_username": "Seanthorne5",
"github_url": null,
"github_username": null,
"work_email": "[email protected]",
"personal_emails": [],
"mobile_phone": "+14155688415",
"industry": "Computer Software",
"job_title": "Co-Founder and Chief Executive Officer",
"job_title_role": null,
"job_title_sub_role": null,
"job_title_levels": [
"Owner",
"Cxo"
],
"job_company_id": "peopledatalabs",
"job_company_name": "People Data Labs",
"job_company_website": "peopledatalabs.com",
"job_company_size": "11-50",
"job_company_founded": 2015,
"job_company_industry": "Computer Software",
"job_company_linkedin_url": "linkedin.com/company/peopledatalabs",
"job_company_linkedin_id": "18170482",
"job_company_facebook_url": "facebook.com/peopledatalabs",
"job_company_twitter_url": "twitter.com/peopledatalabs",
"job_company_location_name": "San Francisco, California, United States",
"job_company_location_locality": "San Francisco",
"job_company_location_metro": "San Francisco, California",
"job_company_location_region": "California",
"job_company_location_geo": "37.77,-122.41",
"job_company_location_street_address": "455 Market Street",
"job_company_location_address_line_2": "Suite 1670",
"job_company_location_postal_code": "94105",
"job_company_location_country": "United States",
"job_company_location_continent": "North America",
"job_last_updated": "2022-03-09",
"job_start_date": "2015-03",
"location_name": "San Francisco, California, United States",
"location_locality": "San Francisco",
"location_metro": "San Francisco, California",
"location_region": "California",
"location_country": "United States",
"location_continent": "North America",
"location_street_address": null,
"location_address_line_2": null,
"location_postal_code": null,
"location_geo": "37.77,-122.41",
"location_last_updated": "2022-03-09",
"phone_numbers": [
"+14155688415"
],
"emails": [
{
"address": "[email protected]",
"type": null
},
{
"address": "[email protected]",
"type": "professional"
},
{
"address": "[email protected]",
"type": "professional"
},
{
"address": "[email protected]",
"type": "professional"
},
{
"address": "[email protected]",
"type": null
},
{
"address": "[email protected]",
"type": "current_professional"
},
{
"address": "[email protected]",
"type": "current_professional"
},
{
"address": "[email protected]",
"type": "current_professional"
}
],
"interests": [
"Location Based Services",
"Mobile",
"Social Media",
"Colleges",
"University Students",
"Consumer Internet",
"College Campuses"
],
"skills": [
"Entrepreneurship",
"Start Ups",
"Management",
"Public Speaking",
"Strategic Partnerships",
"Strategy",
"Fundraising",
"Saas",
"Enterprise Technology Sales",
"Social Networking"
],
"location_names": [
"San Francisco, California, United States",
"Albany, California, United States",
"Portland, Oregon, United States"
],
"regions": [
"California, United States",
"Oregon, United States"
],
"countries": [
"United States"
],
"street_addresses": [],
"experience": [
{
"company": {
"name": "Hallspot",
"size": "1-10",
"id": "hallspot",
"founded": 2013,
"industry": "Computer Software",
"location": {
"name": "Portland, Oregon, United States",
"locality": "Portland",
"region": "Oregon",
"metro": "Portland, Oregon",
"country": "United States",
"continent": "North America",
"street_address": "1231 Northwest Hoyt Street",
"address_line_2": "Suite 202",
"postal_code": "97209",
"geo": "45.52,-122.67"
},
"linkedin_url": "linkedin.com/company/hallspot",
"linkedin_id": "3019184",
"facebook_url": null,
"twitter_url": "twitter.com/hallspot",
"website": "hallspot.com"
},
"location_names": [],
"end_date": "2015-02",
"start_date": null,
"title": {
"name": "Co-Founder",
"role": null,
"sub_role": null,
"levels": [
"owner"
]
},
"is_primary": false
},
{
"company": {
"name": "People Data Labs",
"size": "11-50",
"id": "peopledatalabs",
"founded": 2015,
"industry": "Computer Software",
"location": {
"name": "San Francisco, California, United States",
"locality": "San Francisco",
"region": "California",
"metro": "San Francisco, California",
"country": "United States",
"continent": "North America",
"street_address": "455 Market Street",
"address_line_2": "Suite 1670",
"postal_code": "94105",
"geo": "37.77,-122.41"
},
"linkedin_url": "linkedin.com/company/peopledatalabs",
"linkedin_id": "18170482",
"facebook_url": "facebook.com/peopledatalabs",
"twitter_url": "twitter.com/peopledatalabs",
"website": "peopledatalabs.com"
},
"location_names": [],
"end_date": null,
"start_date": "2015-03",
"title": {
"name": "Co-Founder and Chief Executive Officer",
"role": null,
"sub_role": null,
"levels": [
"owner",
"cxo"
]
},
"is_primary": true
}
],
"education": [
{
"school": {
"name": "University of Oregon",
"type": "post-secondary institution",
"id": "64LkgfdwWYkCC2TjbldMDQ_0",
"location": {
"name": "Eugene, Oregon, United States",
"locality": "Eugene",
"region": "Oregon",
"country": "United States",
"continent": "North America"
},
"linkedin_url": "linkedin.com/school/university-of-oregon",
"facebook_url": "facebook.com/universityoforegon",
"twitter_url": "twitter.com/uoregon",
"linkedin_id": "19207",
"website": "uoregon.edu",
"domain": "uoregon.edu"
},
"end_date": "2012",
"start_date": "2010",
"gpa": null,
"degrees": [],
"majors": [],
"minors": []
},
{
"school": {
"name": "University of Oregon",
"type": "post-secondary institution",
"id": "64LkgfdwWYkCC2TjbldMDQ_0",
"location": {
"name": "Eugene, Oregon, United States",
"locality": "Eugene",
"region": "Oregon",
"country": "United States",
"continent": "North America"
},
"linkedin_url": "linkedin.com/school/university-of-oregon",
"facebook_url": "facebook.com/universityoforegon",
"twitter_url": "twitter.com/uoregon",
"linkedin_id": "19207",
"website": "uoregon.edu",
"domain": "uoregon.edu"
},
"end_date": "2014",
"start_date": "2010",
"gpa": null,
"degrees": [],
"majors": [
"Entrepreneurship"
],
"minors": []
}
],
"profiles": [
{
"network": "linkedin",
"id": "145991517",
"url": "linkedin.com/in/seanthorne",
"username": "seanthorne"
},
{
"network": "facebook",
"id": "1089351304",
"url": "facebook.com/deseanthorne",
"username": "deseanthorne"
},
{
"network": "twitter",
"id": null,
"url": "twitter.com/seanthorne5",
"username": "seanthorne5"
},
{
"network": "gravatar",
"id": null,
"url": "gravatar.com/seanthorne5",
"username": "seanthorne5"
},
{
"network": "klout",
"id": null,
"url": "klout.com/seanthorne5",
"username": "seanthorne5"
},
{
"network": "aboutme",
"id": null,
"url": "about.me/sean_thorne",
"username": "sean_thorne"
},
{
"network": "linkedin",
"id": null,
"url": "linkedin.com/in/sean-thorne-9b9a8540",
"username": "sean-thorne-9b9a8540"
},
{
"network": "angellist",
"id": null,
"url": "angel.co/deseanthorne",
"username": "deseanthorne"
}
],
"version_status": {
"status": "Updated",
"contains": [],
"previous_version": "17.0",
"current_version": "18.0"
}
},
"billed": false,
"metadata": {
"user_id": 123
}
},
{
"status": 200,
"data": {
"id": "PzFD15NINdBWNULBBkwlig_0000",
"full_name": "Hayden Conrad",
"first_name": "Hayden",
"middle_initial": null,
"middle_name": null,
"last_initial": "C",
"last_name": "Conrad",
"gender": null,
"birth_year": null,
"birth_date": null,
"linkedin_url": "linkedin.com/in/haydenconrad",
"linkedin_username": "Haydenconrad",
"linkedin_id": "298065705",
"facebook_url": "facebook.com/hayden.conrad.3",
"facebook_username": "hayden.conrad.3",
"facebook_id": "1283267530",
"twitter_url": null,
"twitter_username": null,
"github_url": null,
"github_username": null,
"work_email": "[email protected]",
"personal_emails": [
"[email protected]"
],
"mobile_phone": "+15038058091",
"industry": "Information Technology and Services",
"job_title": "Director of Data Consulting",
"job_title_role": null,
"job_title_sub_role": null,
"job_title_levels": [
"Director"
],
"job_company_id": "peopledatalabs",
"job_company_name": "People Data Labs",
"job_company_website": "peopledatalabs.com",
"job_company_size": "11-50",
"job_company_founded": 2015,
"job_company_industry": "Computer Software",
"job_company_linkedin_url": "linkedin.com/company/peopledatalabs",
"job_company_linkedin_id": "18170482",
"job_company_facebook_url": "facebook.com/peopledatalabs",
"job_company_twitter_url": "twitter.com/peopledatalabs",
"job_company_location_name": "San Francisco, California, United States",
"job_company_location_locality": "San Francisco",
"job_company_location_metro": "San Francisco, California",
"job_company_location_region": "California",
"job_company_location_geo": "37.77,-122.41",
"job_company_location_street_address": "455 Market Street",
"job_company_location_address_line_2": "Suite 1670",
"job_company_location_postal_code": "94105",
"job_company_location_country": "United States",
"job_company_location_continent": "North America",
"job_last_updated": "2022-03-09",
"job_start_date": "2017-09",
"location_name": "San Francisco, California, United States",
"location_locality": "San Francisco",
"location_metro": "San Francisco, California",
"location_region": "California",
"location_country": "United States",
"location_continent": "North America",
"location_street_address": "1674 Filbert Street",
"location_address_line_2": "Apartment 5",
"location_postal_code": "94123",
"location_geo": "37.77,-122.41",
"location_last_updated": "2022-03-09",
"phone_numbers": [
"+15038058091"
],
"emails": [
{
"address": "[email protected]",
"type": "professional"
},
{
"address": "[email protected]",
"type": "personal"
},
{
"address": "[email protected]",
"type": "current_professional"
}
],
"interests": [
"Investing",
"Consulting",
"Politics",
"Economic Empowerment",
"Education",
"French",
"Finance",
"Jazz Saxophone"
],
"skills": [
"Financial Modeling",
"Corporate Finance",
"Valuation",
"Derivatives",
"Financial Analysis",
"Quantitative Finance",
"Bloomberg",
"Teamwork",
"Analysis",
"Factset",
"Microsoft Excel",
"Finance",
"Public Speaking",
"Investments",
"Research"
],
"location_names": [
"San Francisco, California, United States"
],
"regions": [
"California, United States"
],
"countries": [
"United States"
],
"street_addresses": [
{
"name": "San Francisco, California, United States",
"locality": "San Francisco",
"region": "California",
"metro": "San Francisco, California",
"country": "United States",
"continent": "North America",
"street_address": "1674 Filbert Street",
"address_line_2": "Apartment 5",
"postal_code": "94123",
"geo": "37.77,-122.41"
},
{
"name": "San Francisco, California, United States",
"locality": "San Francisco",
"region": "California",
"metro": "San Francisco, California",
"country": "United States",
"continent": "North America",
"street_address": "2349 Greenwich Street",
"address_line_2": null,
"postal_code": "94123",
"geo": "37.77,-122.41"
}
],
"experience": [
{
"company": {
"name": "Oregon Consulting Group",
"size": "11-50",
"id": "oregonconsultinggroup",
"founded": 2014,
"industry": "Religious Institutions",
"location": {
"name": "Hillsboro, Oregon, United States",
"locality": "Hillsboro",
"region": "Oregon",
"metro": "Portland, Oregon",
"country": "United States",
"continent": "North America",
"street_address": "14989 Southwest Hillsboro Highway",
"address_line_2": null,
"postal_code": "97123",
"geo": "45.52,-122.98"
},
"linkedin_url": "linkedin.com/company/oregonconsultinggroup",
"linkedin_id": "5548012",
"facebook_url": null,
"twitter_url": null,
"website": null
},
"location_names": [
"Eugene, Oregon, United States"
],
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Updated 3 months ago