PyCrunchbase

PyCrunchbase is a python client for Crunchbase's REST API. Crunchbase provides 4 types of APIs:-

Search API
Autocomplete API
Deleted Entities API
Entities API

PyCrunchbase supports all of these through a very simple interface.

Installation

Use the package manager pip to install PyCrunchbase.

pip install py-crunchbase-api

Usage

from py_crunchbase import PyCrunchbase

# API key can be set as the env variable PY_CRUNCHBASE_API_KEY 
pycb = PyCrunchbase()

# OR passed as an argument
pycb = PyCrunchbase('api_key')

# If both are provided, the latter will take preference

Search API

Find funding rounds since 2012 that have 4+ investors & raised $10M+ USD

from py_crunchbase import PyCrunchbase
from py_crunchbase.apis.search.predicates import Currency

pycb = PyCrunchbase()
api = pycb.search_funding_rounds_api()

api.select(
    'identifier', 'announced_on', 'funded_organization_identifier', 'money_raised', 'investment_type'
).where(
    announced_on__gte=2012, num_investors__lte=4, money_raised__gte=Currency(10000000)
).order_by(
    'announced_on'
)

for page in api.iterate():
    for funding_round in page:
        print(funding_round.permalink)

Find companies in Europe w/ $25M-$100M USD in funding

from py_crunchbase import PyCrunchbase, Entities
from py_crunchbase.apis.search.predicates import Currency

pycb = PyCrunchbase()
api = pycb.search_organizations_api()

org_facet_ids = Entities.Organization.Facets
api.select(
    'identifier', 'categories', 'location_identifiers', 'short_description', 'rank_org'
).where(
    funding_total__between=[Currency(25000000), Currency(100000000)],
    location_identifiers__includes=['6106f5dc-823e-5da8-40d7-51612c0b2c4e'],
    facet_ids__includes=[org_facet_ids.company]
).order_by(
    'rank_org'
)

for page in api.iterate():
    for company in page:
        print(company.permalink)

Find Biotech companies w/ 101-250 number of employees

from py_crunchbase import PyCrunchbase

pycb = PyCrunchbase()
api = pycb.search_organizations_api()

api.select(
    'identifier', 'categories', 'location_identifiers', 'short_description', 'rank_org'
).where(
    num_employees_enum__includes=['c_00101_00250'],
    categories__includes=['58842728-7ab9-5bd1-bb67-e8e55f6520a0']
).order_by(
    'rank_org'
)

for page in api.iterate():
    for company in page:
        print(company.permalink)

Autocomplete API

Find any entities that best matches "box"

from py_crunchbase import PyCrunchbase

pycb = PyCrunchbase()
api = pycb.autocomplete_api()

for entity in api.autocomplete('box').limit(15).execute():
    print(entity.permalink, entity.uuid)

Find an investor that best matches "mayfield"

from py_crunchbase import PyCrunchbase, Collections

pycb = PyCrunchbase()
api = pycb.autocomplete_api()

for entity in api.autocomplete('mayfield').select_collections(Collections.Principals.investors).execute():
    print(entity.permalink, entity.uuid)

Find a category or category group that best matches "mobile payment"

from py_crunchbase import PyCrunchbase, Collections

pycb = PyCrunchbase()
api = pycb.autocomplete_api()

for entity in api.autocomplete('mobile payment').select_collections(
        Collections.Categories, Collections.CategoryGroups
).limit(10).execute():
    print(entity.permalink, entity.uuid)

Find a company that best matches "airbnb"

from py_crunchbase import PyCrunchbase, Collections

pycb = PyCrunchbase()
api = pycb.autocomplete_api()

for entity in api.autocomplete('airbnb').select_collections(Collections.Organizations.companies).execute():
    print(entity.permalink, entity.uuid)

Find a country or city that best matches "united"

from py_crunchbase import PyCrunchbase, Collections

pycb = PyCrunchbase()
api = pycb.autocomplete_api()

for entity in api.autocomplete('united').select_collections(
        Collections.Locations.countries, Collections.Locations.cities
).limit(10).execute():
    print(entity.permalink, entity.uuid)

Deleted Entities API

from py_crunchbase import PyCrunchbase, Collections

pycb = PyCrunchbase()

api = pycb.deleted_entities_api()

for page in api.select_collections(
        Collections.Organizations, Collections.People, Collections.FundingRounds, Collections.Events
).order_by_deleted_at().iterate():
    for entity in page:
        print(entity.uuid, entity.deleted_at)

Entities API

Retrieve information for Tesla Motors

from py_crunchbase import PyCrunchbase, Cards

pycb = PyCrunchbase()

org_api = pycb.organizations_api()

cards = Cards.Organization
entity = org_api.get(
    entity_id='tesla-motors',
    field_ids=['website', 'facebook', 'categories', 'short_description', 'founded_on', 'rank_org_company'],
    card_ids=[cards.founders, cards.raised_funding_rounds]
)

print(entity.website, entity.cards)

Get more results for Sequoia Capital's investments

from py_crunchbase import PyCrunchbase, Cards

pycb = PyCrunchbase()

org_api = pycb.organizations_api()

cards = Cards.Organization
card_list = org_api.get_cards(
    entity_id='sequoia-capital',
    card_id=cards.participated_investments,
    card_field_ids=['announced_on', 'funding_round_money_raised', 'organization_identifier', 'partner_identifiers'],
    order_by=('funding_round_money_raised', 'desc')
)

for card in card_list:
    print(card.uuid)

Extras

Entities

Each Crunchbase Entity has its own class and can be accessed through Entities

from py_crunchbase import Entities

Organization = Entities.Organization
Person = Entities.Person

Entity classes can be extended through a decorator

from py_crunchbase import Entities
from py_crunchbase.decorators import override_entity

@override_entity(Entities.Organization)
class CustomOrganization(Entities.Organization):
    pass

# now Entities.Organization will return CustomOrganization

Cards

Each Entity class defines its own cards (if any) and can be accessed through Cards

from py_crunchbase import Cards

OrgCards = Cards.Organization
print(OrgCards.investors)
print(OrgCards.founders)

# all available Org cards
print(OrgCards.all())

Collections

Collections are also defined in Entity class and can be accessed through Collections

from py_crunchbase import Collections

OrgCol = Collections.Organizations
print(OrgCol.companies)
print(OrgCol.schools)

Exception Handling

There are two ways to catch exceptions

from py_crunchbase import PyCrunchbase, CrunchbaseAPIException

pycb = PyCrunchbase()
api = pycb.autocomplete_api()

try:
    entities = api.autocomplete('box').limit(15).execute()
except api.Exception:
    pass

# OR through CrunchbaseAPIException

try:
    entities = api.autocomplete('box').limit(15).execute()
except CrunchbaseAPIException:
    pass

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

License

MIT

FahadNoor / py_crunchbase