Named Entity Extraction
Categories:
Extract Named Entities from the input text using our API endpoint
Input
import requests
url = "https://job-search15.p.rapidapi.com/"
payload = {
"api_type": "named_entity_extraction",
"input_text": "While the big-name dropouts have dented Facebook's stock price and prompted leadership to address some of the concerns , it'll take a lot more to stop the company's digital advertising juggernaut. Facebook generated $69.7 billion from advertising in 2019, more than 98% of its total revenue for the year. And most of those ad dollars don't come from companies likeand Coca Cola so much as the sprawling list of small and medium-sized businesses who use Facebook to attract customers and build their brands. Facebook has 8 million advertisers, it said earlier this year. Of those, the highest-spending 100 brands accounted for $4.2 billion in Facebook advertising last year, according to data from marketing research firm Pathmatics -- or only about 6% of the platform's ad revenue. The last time Facebook shared that data itself was in April 2019 , when COO Sheryl Sandberg said the top 100 advertisers represented "
}
headers = {
"content-type": "application/json",
"X-RapidAPI-Key": "API_key",
"X-RapidAPI-Host": "job-search15.p.rapidapi.com"
}
response = requests.request("POST", url, json=payload, headers=headers)
print(response.text)
POST / HTTP/1.1
Content-Type: application/json
X-Rapidapi-Key: API_key
X-Rapidapi-Host: job-search15.p.rapidapi.com
Host: job-search15.p.rapidapi.com
Content-Length: 96
{
"api_type": "named_entity_extraction",
"input_text": "While the big-name dropouts have dented Facebook's stock price and prompted leadership to address some of the concerns , it'll take a lot more to stop the company's digital advertising juggernaut. Facebook generated $69.7 billion from advertising in 2019, more than 98% of its total revenue for the year. And most of those ad dollars don't come from companies likeand Coca Cola so much as the sprawling list of small and medium-sized businesses who use Facebook to attract customers and build their brands. Facebook has 8 million advertisers, it said earlier this year. Of those, the highest-spending 100 brands accounted for $4.2 billion in Facebook advertising last year, according to data from marketing research firm Pathmatics -- or only about 6% of the platform's ad revenue. The last time Facebook shared that data itself was in April 2019 , when COO Sheryl Sandberg said the top 100 advertisers represented "
}
Parameter | Description |
---|---|
api_type | named_entity_extraction |
input_text | input text |
Output
[
{
"$69.7 billion": "MONEY"
},
{
"2019": "DATE"
},
{
"more than 98%": "PERCENT"
},
{
"the year": "DATE"
},
{
"Coca Cola": "ORG"
},
{
"8 million": "CARDINAL"
},
{
"earlier this year": "DATE"
},
{
"100": "CARDINAL"
},
{
"$4.2 billion": "MONEY"
},
{
"last year": "DATE"
},
{
"only about 6%": "PERCENT"
},
{
"April 2019": "DATE"
},
{
"COO Sheryl Sandberg": "PERSON"
},
{
"100": "CARDINAL"
}
.
.
.
(Output Truncated)
]
Our API will extract the following entity types.
PERSON - People, including fictional.
NORP - Nationalities or religious or political groups.
FAC - Buildings, airports, highways, bridges, etc.
ORG - Companies, agencies, institutions, etc.
GPE - Countries, cities, states.
LOC - Non-GPE locations, mountain ranges, bodies of water.
PRODUCT - Objects, vehicles, foods, etc. (Not services.)
EVENT - Named hurricanes, battles, wars, sports events, etc.
WORK_OF_ART - Titles of books, songs, etc.
LAW - Named documents made into laws.
LANGUAGE - Any named language.
DATE - Absolute or relative dates or periods.
TIME - Times smaller than a day.
PERCENT - Percentage, including “%”.
MONEY - Monetary values, including unit.
QUANTITY - Measurements, as of weight or distance.
ORDINAL - “first”, “second”, etc.
CARDINAL - Numerals that do not fall under another type.