Screener
Currently, the Screener class allows the user to retrieve predefined screeners. Future versions will eventually allow for users to create screeners on the fly as well as utilize their own screeners they've created on Yahoo Finance.
Import¶
from yahooquery import Screener
Create Instance¶
s = Screener()
Screener¶
available_screeners¶
- Description: Return list of predefined screeners available to pass to get_screeners
- Return:
dict
s = Screener()
s.available_screeners
[
'accident_health_insurance',
'advertising_agencies',
'aerospace_defense_major_diversified',
'aerospace_defense_products_services',
'aggressive_small_caps',
'agricultural_chemicals',
'air_delivery_freight_services',
'air_services_other',
'all_cryptocurrencies_au',
'all_cryptocurrencies_ca',
'all_cryptocurrencies_eu',
'all_cryptocurrencies_gb',
'all_cryptocurrencies_in',
'all_cryptocurrencies_us',
'aluminum',
'apparel_stores',
'appliances',
'application_software',
'asset_management',
'auto_dealerships',
'auto_manufacturers_major',
'auto_parts',
'auto_parts_stores',
'auto_parts_wholesale',
'basic_materials',
'basic_materials_wholesale',
'beverages_brewers',
'beverages_soft_drinks',
'beverages_wineries_distillers',
'biotechnology',
'broadcasting_radio',
'broadcasting_tv',
'building_materials_wholesale',
'business_equipment',
'business_services',
'business_software_services',
'catalog_mail_order_houses',
'catv_systems',
'cement',
'chemicals_major_diversified',
'cigarettes',
'cleaning_products',
'closedend_fund_debt',
'closedend_fund_equity',
'closedend_fund_foreign',
'communication_equipment',
'computer_based_systems',
'computer_peripherals',
'computers_wholesale',
'confectioners',
'conglomerates',
'conservative_foreign_funds',
'consumer_defensive',
'consumer_goods',
'consumer_services',
'copper',
'credit_services',
'dairy_products',
'data_storage_devices',
'day_gainers',
'day_gainers_americas',
'day_gainers_asia',
'day_gainers_au',
'day_gainers_br',
'day_gainers_ca',
'day_gainers_de',
'day_gainers_dji',
'day_gainers_es',
'day_gainers_europe',
'day_gainers_fr',
'day_gainers_gb',
'day_gainers_hk',
'day_gainers_in',
'day_gainers_it',
'day_gainers_ndx',
'day_gainers_nz',
'day_gainers_sg',
'day_losers',
'day_losers_americas',
'day_losers_asia',
'day_losers_au',
'day_losers_br',
'day_losers_ca',
'day_losers_de',
'day_losers_dji',
'day_losers_es',
'day_losers_europe',
'day_losers_fr',
'day_losers_gb',
'day_losers_hk',
'day_losers_in',
'day_losers_it',
'day_losers_ndx',
'day_losers_nz',
'day_losers_sg',
'department_stores',
'diagnostic_substances',
'discount_variety_stores',
'diversified_communication_services',
'diversified_computer_systems',
'diversified_electronics',
'diversified_investments',
'diversified_machinery',
'diversified_utilities',
'drug_delivery',
'drug_manufacturers_major',
'drug_manufacturers_other',
'drug_related_products',
'drug_stores',
'drugs_generic',
'drugs_wholesale',
'education_training_services',
'electric_utilities',
'electronic_equipment',
'electronics_stores',
'electronics_wholesale',
'entertainment_diversified',
'fair_value_screener',
'farm_construction_machinery',
'farm_products',
'financial',
'food_major_diversified',
'food_wholesale',
'foreign_money_center_banks',
'foreign_regional_banks',
'foreign_utilities',
'gaming_activities',
'gas_utilities',
'general_building_materials',
'general_contractors',
'general_entertainment',
'gold',
'grocery_stores',
'growth_technology_stocks',
'health_care_plans',
'healthcare',
'healthcare_information_services',
'heavy_construction',
'high_yield_bond',
'home_furnishing_stores',
'home_furnishings_fixtures',
'home_health_care',
'home_improvement_stores',
'hospitals',
'housewares_accessories',
'independent_oil_gas',
'industrial_electrical_equipment',
'industrial_equipment_components',
'industrial_equipment_wholesale',
'industrial_goods',
'industrial_metals_minerals',
'information_delivery_services',
'information_technology_services',
'insurance_brokers',
'internet_information_providers',
'internet_service_providers',
'internet_software_services',
'investment_brokerage_national',
'investment_brokerage_regional',
'jewelry_stores',
'life_insurance',
'lodging',
'long_distance_carriers',
'longterm_care_facilities',
'lumber_wood_production',
'machine_tools_accessories',
'major_airlines',
'major_integrated_oil_gas',
'management_services',
'marketing_services',
'meat_products',
'medical_appliances_equipment',
'medical_equipment_wholesale',
'medical_instruments_supplies',
'medical_laboratories_research',
'mega_cap_hc',
'metal_fabrication',
'money_center_banks',
'mortgage_investment',
'most_actives',
'most_actives_americas',
'most_actives_asia',
'most_actives_au',
'most_actives_br',
'most_actives_ca',
'most_actives_de',
'most_actives_dji',
'most_actives_es',
'most_actives_europe',
'most_actives_fr',
'most_actives_gb',
'most_actives_hk',
'most_actives_in',
'most_actives_it',
'most_actives_ndx',
'most_actives_nz',
'most_actives_sg',
'most_watched_tickers',
'movie_production_theaters',
'ms_basic_materials',
'ms_communication_services',
'ms_consumer_cyclical',
'ms_consumer_defensive',
'ms_energy',
'ms_financial_services',
'ms_healthcare',
'ms_industrials',
'ms_real_estate',
'ms_technology',
'ms_utilities',
'multimedia_graphics_software',
'networking_communication_devices',
'nonmetallic_mineral_mining',
'office_supplies',
'oil_gas_drilling_exploration',
'oil_gas_equipment_services',
'oil_gas_pipelines',
'oil_gas_refining_marketing',
'packaging_containers',
'paper_paper_products',
'personal_products',
'personal_services',
'photographic_equipment_supplies',
'pollution_treatment_controls',
'portfolio_anchors',
'printed_circuit_boards',
'processed_packaged_goods',
'processing_systems_products',
'property_casualty_insurance',
'property_management',
'publishing_books',
'publishing_newspapers',
'publishing_periodicals',
'railroads',
'real_estate_development',
'recreational_goods_other',
'recreational_vehicles',
'regional_airlines',
'regional_midatlantic_banks',
'regional_midwest_banks',
'regional_northeast_banks',
'regional_pacific_banks',
'regional_southeast_banks',
'regional_southwest_banks',
'reit_diversified',
'reit_healthcare_facilities',
'reit_hotel_motel',
'reit_industrial',
'reit_office',
'reit_residential',
'reit_retail',
'rental_leasing_services',
'research_services',
'residential_construction',
'resorts_casinos',
'restaurants',
'rubber_plastics',
'savings_loans',
'scientific_technical_instruments',
'security_protection_services',
'security_software_services',
'semiconductor_broad_line',
'semiconductor_equipment_materials',
'semiconductor_integrated_circuits',
'semiconductor_memory_chips',
'semiconductor_specialized',
'services',
'shipping',
'silver',
'small_cap_gainers',
'small_tools_accessories',
'solid_large_growth_funds',
'solid_midcap_growth_funds',
'specialized_health_services',
'specialty_chemicals',
'specialty_eateries',
'specialty_retail_other',
'sporting_activities',
'sporting_goods',
'sporting_goods_stores',
'staffing_outsourcing_services',
'steel_iron',
'surety_title_insurance',
'synthetics',
'technical_services',
'technical_system_software',
'technology',
'telecom_services_domestic',
'telecom_services_foreign',
'textile_apparel_clothing',
'textile_apparel_footwear_accessories',
'textile_industrial',
'tobacco_products_other',
'top_energy_us',
'top_etfs',
'top_etfs_hk',
'top_etfs_in',
'top_etfs_us',
'top_iv_options_us',
'top_mutual_funds',
'top_mutual_funds_au',
'top_mutual_funds_br',
'top_mutual_funds_ca',
'top_mutual_funds_de',
'top_mutual_funds_es',
'top_mutual_funds_fr',
'top_mutual_funds_gb',
'top_mutual_funds_hk',
'top_mutual_funds_in',
'top_mutual_funds_it',
'top_mutual_funds_nz',
'top_mutual_funds_sg',
'top_mutual_funds_us',
'top_options_implied_volatality',
'top_options_open_interest',
'toy_hobby_stores',
'toys_games',
'trucking',
'trucks_other_vehicles',
'undervalued_growth_stocks',
'undervalued_large_caps',
'utilities',
'waste_management',
'water_utilities',
'wireless_communications'
]
get_screeners¶
- Description: List of securities from a predefined screener(s)
- Return:
pandas.DataFrame - Arguments
| Argument | Type | Default | Required | Options |
|---|---|---|---|---|
| screen_ids | str or list |
None | Required | See available screeners |
| count | int |
25 |
optional |
s = Screener()
s.get_screeners(['most_actives', 'day_gainers'], 5)
{
'most_actives': {
'id': '437465ef-980e-4d8c-a860-de7cbfbab373',
'title': 'Most Actives - US',
'description': 'Stocks ordered in descending order by intraday trade volume',
'canonicalName': 'MOST_ACTIVES',
'criteriaMeta': {
'size': 5,
'offset': 0,
'sortField': 'dayvolume',
'sortType': 'DESC',
'quoteType': 'EQUITY',
'topOperator': 'AND',
'criteria': [{
'field': 'region',
'operators': ['EQ'],
'values': [],
'labelsSelected': [53]
}, {
'field': 'intradaymarketcap',
'operators': ['EQ'],
'values': [],
'labelsSelected': [1, 2, 3]
}, {
'field': 'dayvolume',
'operators': ['GT'],
'values': [5000000],
'labelsSelected': []
}]
},
'rawCriteria': '{"offset":0,"size":5,"sortField":"dayvolume","sortType":"DESC","quoteType":"EQUITY","query":{"operator":"AND","operands":[{"operator":"eq","operands":["region","us"]},{"operator":"or","operands":[{"operator":"BTWN","operands":["intradaymarketcap",2000000000,10000000000]},{"operator":"BTWN","operands":["intradaymarketcap",10000000000,100000000000]},{"operator":"GT","operands":["intradaymarketcap",100000000000]}]},{"operator":"gt","operands":["dayvolume",5000000]}]}}',
'start': 0,
'count': 5,
'total': 203,
'quotes': [{
'language': 'en-US',
'region': 'US',
'quoteType': 'EQUITY',
'quoteSourceName': 'Nasdaq Real Time Price',
'triggerable': False,
'currency': 'USD',
'firstTradeDateMilliseconds': -252322200000,
'priceHint': 2,
'postMarketChangePercent': 0.0,
'postMarketTime': 1596234164,
'postMarketPrice': 6.08,
'postMarketChange': 0.0,
'regularMarketChange': -0.19000006,
'regularMarketTime': 1596225602,
'regularMarketPrice': 6.07,
'regularMarketDayHigh': 6.29,
'regularMarketDayRange': '6.0 - 6.29',
'regularMarketDayLow': 6.0,
'regularMarketVolume': 142268197,
'regularMarketPreviousClose': 6.26,
'bid': 6.07,
'ask': 6.08,
'bidSize': 473,
'askSize': 280,
'exchange': 'NYQ',
'market': 'us_market',
'messageBoardId': 'finmb_177031',
'fullExchangeName': 'NYSE',
'shortName': 'General Electric Company',
'longName': 'General Electric Company',
'financialCurrency': 'USD',
'regularMarketOpen': 6.25,
'averageDailyVolume3Month': 103055092,
'averageDailyVolume10Day': 86456425,
'fiftyTwoWeekLowChange': 0.59000015,
'fiftyTwoWeekLowChangePercent': 0.107664265,
'fiftyTwoWeekRange': '5.48 - 13.26',
'fiftyTwoWeekHighChange': -7.19,
'fiftyTwoWeekHighChangePercent': -0.5422323,
'fiftyTwoWeekLow': 5.48,
'fiftyTwoWeekHigh': 13.26,
'dividendDate': 1595808000,
'earningsTimestamp': 1603873800,
'earningsTimestampStart': 1603873800,
'earningsTimestampEnd': 1603873800,
'trailingAnnualDividendRate': 0.04,
'trailingAnnualDividendYield': 0.006389776,
'marketState': 'POST',
'epsTrailingTwelveMonths': -0.561,
'epsForward': 0.38,
'sharesOutstanding': 8747089920,
'bookValue': 3.846,
'fiftyDayAverage': 6.9014287,
'fiftyDayAverageChange': -0.8314285,
'fiftyDayAverageChangePercent': -0.12047195,
'twoHundredDayAverage': 8.269568,
'twoHundredDayAverageChange': -2.1995683,
'twoHundredDayAverageChangePercent': -0.26598343,
'marketCap': 53094838272,
'forwardPE': 15.973685,
'priceToBook': 1.5782632,
'sourceInterval': 15,
'exchangeDataDelayedBy': 0,
'exchangeTimezoneName': 'America/New_York',
'exchangeTimezoneShortName': 'EDT',
'gmtOffSetMilliseconds': -14400000,
'esgPopulated': False,
'tradeable': True,
'regularMarketChangePercent': -3.0351446,
'displayName': 'General Electric',
'symbol': 'GE'
}, {
'language': 'en-US',
'region': 'US',
'quoteType': 'EQUITY',
'quoteSourceName': 'Nasdaq Real Time Price',
'triggerable': False,
'currency': 'USD',
'firstTradeDateMilliseconds': 757607400000,
'priceHint': 4,
'postMarketChangePercent': -0.7314493,
'postMarketTime': 1596234026,
'postMarketPrice': 4.75,
'postMarketChange': -0.034999847,
'regularMarketChange': 0.3300004,
'regularMarketTime': 1596225601,
'regularMarketPrice': 4.78,
'regularMarketDayHigh': 4.95,
'regularMarketDayRange': '4.635 - 4.95',
'regularMarketDayLow': 4.635,
'regularMarketVolume': 117123629,
'regularMarketPreviousClose': 4.45,
'bid': 4.73,
'ask': 4.76,
'bidSize': 369,
'askSize': 400,
'exchange': 'NYQ',
'market': 'us_market',
'messageBoardId': 'finmb_205573',
'fullExchangeName': 'NYSE',
'shortName': 'Nokia Corporation Sponsored',
'longName': 'Nokia Corporation',
'financialCurrency': 'EUR',
'regularMarketOpen': 4.86,
'averageDailyVolume3Month': 30349318,
'averageDailyVolume10Day': 27909325,
'fiftyTwoWeekLowChange': 2.4400003,
'fiftyTwoWeekLowChangePercent': 1.0427352,
'fiftyTwoWeekRange': '2.34 - 5.45',
'fiftyTwoWeekHighChange': -0.6699996,
'fiftyTwoWeekHighChangePercent': -0.12293571,
'fiftyTwoWeekLow': 2.34,
'fiftyTwoWeekHigh': 5.45,
'dividendDate': 1565654400,
'trailingAnnualDividendRate': 0.221,
'trailingAnnualDividendYield': 0.049662925,
'marketState': 'POST',
'epsTrailingTwelveMonths': -0.192,
'epsForward': 0.31,
'sharesOutstanding': 5618930176,
'bookValue': 3.119,
'fiftyDayAverage': 4.3285713,
'fiftyDayAverageChange': 0.4514289,
'fiftyDayAverageChangePercent': 0.10429051,
'twoHundredDayAverage': 3.8270504,
'twoHundredDayAverageChange': 0.95294976,
'twoHundredDayAverageChangePercent': 0.24900371,
'marketCap': 25653735424,
'forwardPE': 15.419355,
'priceToBook': 1.5325426,
'sourceInterval': 15,
'exchangeDataDelayedBy': 0,
'exchangeTimezoneName': 'America/New_York',
'exchangeTimezoneShortName': 'EDT',
'gmtOffSetMilliseconds': -14400000,
'esgPopulated': False,
'tradeable': True,
'regularMarketChangePercent': 7.4157395,
'displayName': 'Nokia',
'symbol': 'NOK'
}, {
'language': 'en-US',
'region': 'US',
'quoteType': 'EQUITY',
'quoteSourceName': 'Delayed Quote',
'triggerable': False,
'currency': 'USD',
'firstTradeDateMilliseconds': 76253400000,
'priceHint': 2,
'postMarketChangePercent': -0.30257156,
'postMarketTime': 1596234024,
'postMarketPrice': 6.59,
'postMarketChange': -0.01999998,
'regularMarketChange': -0.12999964,
'regularMarketTime': 1596225883,
'regularMarketPrice': 6.61,
'regularMarketDayHigh': 6.9,
'regularMarketDayRange': '6.52 - 6.9',
'regularMarketDayLow': 6.52,
'regularMarketVolume': 115075556,
'regularMarketPreviousClose': 6.74,
'bid': 6.6,
'ask': 6.6,
'bidSize': 292,
'askSize': 18,
'exchange': 'NYQ',
'market': 'us_market',
'messageBoardId': 'finmb_106335',
'fullExchangeName': 'NYSE',
'shortName': 'Ford Motor Company',
'longName': 'Ford Motor Company',
'financialCurrency': 'USD',
'regularMarketOpen': 6.89,
'averageDailyVolume3Month': 87287634,
'averageDailyVolume10Day': 65583212,
'fiftyTwoWeekLowChange': 2.65,
'fiftyTwoWeekLowChangePercent': 0.66919196,
'fiftyTwoWeekRange': '3.96 - 9.65',
'fiftyTwoWeekHighChange': -3.0399995,
'fiftyTwoWeekHighChangePercent': -0.31502587,
'fiftyTwoWeekLow': 3.96,
'fiftyTwoWeekHigh': 9.65,
'dividendDate': 1583107200,
'earningsTimestamp': 1603814400,
'earningsTimestampStart': 1603814400,
'earningsTimestampEnd': 1603814400,
'trailingAnnualDividendRate': 0.6,
'trailingAnnualDividendYield': 0.08902078,
'marketState': 'POST',
'epsTrailingTwelveMonths': -0.781,
'epsForward': 0.52,
'sharesOutstanding': 3906190080,
'bookValue': 7.455,
'fiftyDayAverage': 6.393429,
'fiftyDayAverageChange': 0.21657133,
'fiftyDayAverageChangePercent': 0.03387405,
'twoHundredDayAverage': 6.3716545,
'twoHundredDayAverageChange': 0.23834562,
'twoHundredDayAverageChangePercent': 0.03740718,
'marketCap': 26288234496,
'forwardPE': 12.711539,
'priceToBook': 0.8866533,
'sourceInterval': 15,
'exchangeDataDelayedBy': 0,
'exchangeTimezoneName': 'America/New_York',
'exchangeTimezoneShortName': 'EDT',
'gmtOffSetMilliseconds': -14400000,
'esgPopulated': False,
'tradeable': True,
'regularMarketChangePercent': -1.9287779,
'displayName': 'Ford Motor',
'symbol': 'F'
}, {
'language': 'en-US',
'region': 'US',
'quoteType': 'EQUITY',
'quoteSourceName': 'Delayed Quote',
'triggerable': False,
'currency': 'USD',
'firstTradeDateMilliseconds': 1555594200000,
'priceHint': 2,
'postMarketChangePercent': 1.6622913,
'postMarketTime': 1596234159,
'postMarketPrice': 34.86,
'postMarketChange': 0.5699997,
'regularMarketChange': 9.1,
'regularMarketTime': 1596225602,
'regularMarketPrice': 34.29,
'regularMarketDayHigh': 34.5,
'regularMarketDayRange': '31.0 - 34.5',
'regularMarketDayLow': 31.0,
'regularMarketVolume': 111167386,
'regularMarketPreviousClose': 25.19,
'bid': 34.69,
'ask': 34.7,
'bidSize': 13,
'askSize': 18,
'exchange': 'NYQ',
'market': 'us_market',
'messageBoardId': 'finmb_139264388',
'fullExchangeName': 'NYSE',
'shortName': 'Pinterest, Inc.',
'longName': 'Pinterest, Inc.',
'financialCurrency': 'USD',
'regularMarketOpen': 33.56,
'averageDailyVolume3Month': 13862671,
'averageDailyVolume10Day': 9896450,
'fiftyTwoWeekLowChange': 24.19,
'fiftyTwoWeekLowChangePercent': 2.3950496,
'fiftyTwoWeekRange': '10.1 - 36.83',
'fiftyTwoWeekHighChange': -2.540001,
'fiftyTwoWeekHighChangePercent': -0.06896554,
'fiftyTwoWeekLow': 10.1,
'fiftyTwoWeekHigh': 36.83,
'earningsTimestamp': 1596184200,
'earningsTimestampStart': 1603987200,
'earningsTimestampEnd': 1604332800,
'marketState': 'POST',
'epsTrailingTwelveMonths': -2.743,
'epsForward': 0.05,
'sharesOutstanding': 403489984,
'bookValue': 3.332,
'fiftyDayAverage': 24.036858,
'fiftyDayAverageChange': 10.253143,
'fiftyDayAverageChangePercent': 0.4265592,
'twoHundredDayAverage': 20.366547,
'twoHundredDayAverageChange': 13.923454,
'twoHundredDayAverageChangePercent': 0.68364334,
'marketCap': 20109576192,
'forwardPE': 685.8,
'priceToBook': 10.291117,
'sourceInterval': 15,
'exchangeDataDelayedBy': 0,
'exchangeTimezoneName': 'America/New_York',
'exchangeTimezoneShortName': 'EDT',
'gmtOffSetMilliseconds': -14400000,
'esgPopulated': False,
'tradeable': True,
'regularMarketChangePercent': 36.12545,
'displayName': 'Pinterest',
'symbol': 'PINS'
}, {
'language': 'en-US',
'region': 'US',
'quoteType': 'EQUITY',
'quoteSourceName': 'Delayed Quote',
'triggerable': True,
'currency': 'USD',
'firstTradeDateMilliseconds': 345479400000,
'priceHint': 2,
'postMarketChangePercent': 0.55289054,
'postMarketTime': 1596234080,
'postMarketPrice': 427.39,
'postMarketChange': 2.350006,
'regularMarketChange': 40.28,
'regularMarketTime': 1596225602,
'regularMarketPrice': 425.04,
'regularMarketDayHigh': 425.66,
'regularMarketDayRange': '403.36 - 425.66',
'regularMarketDayLow': 403.36,
'regularMarketVolume': 91201476,
'regularMarketPreviousClose': 384.76,
'bid': 427.26,
'ask': 426.2,
'bidSize': 30,
'askSize': 31,
'exchange': 'NMS',
'market': 'us_market',
'messageBoardId': 'finmb_24937',
'fullExchangeName': 'NasdaqGS',
'shortName': 'Apple Inc.',
'longName': 'Apple Inc.',
'financialCurrency': 'USD',
'regularMarketOpen': 411.535,
'averageDailyVolume3Month': 34664412,
'averageDailyVolume10Day': 32670312,
'fiftyTwoWeekLowChange': 232.46,
'fiftyTwoWeekLowChangePercent': 1.2070827,
'fiftyTwoWeekRange': '192.58 - 425.66',
'fiftyTwoWeekHighChange': -0.6199951,
'fiftyTwoWeekHighChangePercent': -0.0014565501,
'fiftyTwoWeekLow': 192.58,
'fiftyTwoWeekHigh': 425.66,
'dividendDate': 1589414400,
'earningsTimestamp': 1596124800,
'earningsTimestampStart': 1603868340,
'earningsTimestampEnd': 1604304000,
'trailingAnnualDividendRate': 3.08,
'trailingPE': 32.236633,
'trailingAnnualDividendYield': 0.0080049895,
'marketState': 'POST',
'epsTrailingTwelveMonths': 13.185,
'epsForward': 14.97,
'sharesOutstanding': 4334329856,
'bookValue': 16.761,
'fiftyDayAverage': 369.66028,
'fiftyDayAverageChange': 55.37973,
'fiftyDayAverageChangePercent': 0.1498125,
'twoHundredDayAverage': 313.8948,
'twoHundredDayAverageChange': 111.1452,
'twoHundredDayAverageChangePercent': 0.35408422,
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