Candidate Enrichment + Our Data
Tap into the power of 3 billion profiles
Enrich your data with our plug and play Enrichment API to create powerful platforms driven by the best people data available.
Higher quality data and more of it
With solid linkages between data points, ours is the most robust and high-quality data solution available to power your platform. Find contact information, job history, location, and more.
Built for flexibility
Define what a match means to you. Create quality and relevance parameters to ensure that every match meets your requirements, including an address, a phone number, and a minimum likelihood score. You won’t be charged unless your match criteria are met.
API speed and reliability
Our Enrichment API is fast and designed to easily integrate with your database. Once it’s up and running, you’ll always get the most up to date data we have with fast response times.
Let's get to work, together
We understand that businesses use our data in many ways. We’re interested in finding the best solution for you. It's what we do, and it’s why we emphasize both the quality of our data as well as the relationships with our customers
For engineers, by engineers
Tap into and discover linkages between hundreds of data fields including:
Name + Company -> Email
Name + School -> Email
LinkedIn URL -> Email
LinkedIn URL-> Phone Number
Email->Phone Number
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"""
I want to find emails and phone numbers for my list of candidates with linkedin profiles
"""
import requests, json
import pandas as pd
API_KEY = "####" # Enter your api key here
PDL_URL = "https://api.peopledatalabs.com/v5/person/enrich"
# Load in existing candidates (containing linkedin profiles)
existing_candidates_list = "my_existing_candidates.csv" # Enter path to your candidates csv file here
existing_candidates = pd.read_csv(existing_candidates_list, header=0)
# Send an enrichment request for each the profiles in our existing candidates list
enriched_candidates = []
num_successful_responses = 0
for idx, existing_profile in existing_candidates.iterrows():
# Set Person Enrichment API parameters
# We want to find emails or phone numbers given a linkedin profile
params = {
"api_key": API_KEY,
"profile": [ existing_profile['linkedin_url'] ], # e.g. "linkedin.com/in/seanthorne"
"required": "emails OR phone_numbers" # requirement for successful match
}
# Send a single API request
api_response = requests.get(PDL_URL, params=params).json()
# Parse the enrichment from the response
if api_response['status'] == 200:
# enriched_profile is a single profile object
# Successful matches are guaranteed to contain phone numbers and emails
# See the full schema for all available fields at: https://docs.peopledatalabs.com/docs/fields
enriched_profile = api_response['data']
num_successful_responses += 1
elif api_response['status'] == 404:
# If no profile match is found then, response will have a 404 status
enriched_profile = {}
else:
# Print if we get some other error
error = api_response['error']
print(f"Request was unsuccessful with status {api_response['status']}")
print(f"Error:
Type: {error['type']}
Message: {error['message']}")
enriched_profile = {}
enriched_candidates.append(enriched_profile)
# Print Summary:
print(f"Total Number of Responses Received {len(enriched_candidates)}")
print(f"Number of Successful Matches: {num_successful_responses}")
# Write enrichment results to csv
enriched_candidates_dataframe = pd.DataFrame(enriched_candidates)
enriched_candidates_dataframe.to_csv("my_enriched_candidates.csv", index=False)
Create front-end tools
If you’re creating a Chrome extension designed for recruiters, we provide the back-end to make your tool work reliably.
Create robust analytics for candidate surfacing and scoring
Better data inputs, mean better insight outputs. The strength of our database will help your customers make better, more informed decisions through enhanced candidate scoring.
Improve your platform with data
More data isn’t always better, but more good data is. Easily enrich your data to enhance the quality of your customers’ outputs across the board
Connect employers with the best candidates using our database
150+
fields
1b+
Email Addresses
3b+
Total Records
260mm+
U.S. Records
600mm+
Phone Numbers
400mm+
U.S. Phone Numbers
400mm+
Facebook URLs
556mm+
LinkedIn URLs
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