jh-finance-api

Ecosystem

⭐ Portal: https://bit.ly/finance_analytics
📊 Blog: https://slashpage.com/jh-analytics

📈 Softrader: https://pypi.org/project/softrader

🐍 Python: https://github.com/jhvissotto/Project_Finance_Api_Python
🐍 Pypi: https://pypi.org/project/jh-finance-api

🟦 TScript: https://github.com/jhvissotto/Project_Finance_Api_TScript
🟦 NPM: https://www.npmjs.com/package/finance-analytics-api

🧮 PyHelpers: https://github.com/jhvissotto/Library_Python_Helpers

🔌 Server: https://bit.ly/jh_finance_api
🔌 Swagger: https://bit.ly/jh_finance_api_swagger

Library

!pip install jh_finance_api

from typing import Literal as Lit
import jh_finance_api as jh

Indexes

jh.index_us_dowjones.get()

#	Company	Symbol	Weight	Price	Chg	% Chg
1	Unitedhealth Group Inc	UNH	8.19235	525.05	-15.39	(-2.85%)
2	Goldman Sachs Group Inc	GS	7.74957	470.81	-40.42	(-7.91%)
3	Microsoft Corp	MSFT	5.65585	359.84	-13.27	(-3.56%)
4	Home Depot Inc	HD	5.39512	353.9	-2.01	(-0.56%)
5	Sherwin Williams Co	SHW	5.1638	332.06	-8.59	(-2.52%)

jh.index_us_nasdaq100.get()

#	Company	Symbol	Portfolio%	Price	Chg	% Chg
1	Apple Inc	AAPL	8.83%	188.38	-14.81	(-7.29%)
2	Microsoft Corp	MSFT	8.35%	359.84	-13.27	(-3.56%)
3	NVIDIA Corp	NVDA	7.18%	94.31	-7.49	(-7.36%)
4	Amazon.com Inc	AMZN	5.66%	171	-7.41	(-4.15%)
5	Broadcom Inc	AVGO	3.54%	146.29	-7.72	(-5.01%)

jh.index_us_sp500.get()

#	Company	Symbol	Weight	Price	Chg	% Chg
1	Apple Inc.	AAPL	6.67%	188.38	-14.81	(-7.29%)
2	Microsoft Corp	MSFT	6.06%	359.84	-13.27	(-3.56%)
3	Nvidia Corp	NVDA	5.45%	94.31	-7.49	(-7.36%)
4	Amazon.com Inc	AMZN	3.68%	171	-7.41	(-4.15%)
5	Meta Platforms, Inc. Class A	META	2.54%	504.73	-26.89	(-5.06%)

Info

info = jh.info.get(TICKER='MSFT')

Market

assert jh.market_history.PERIODS == Lit['1m','2m','5m','15m','30m','60m','90m','1h','1d','5d','1wk','1mo','3mo']
assert jh.market_history.UNTILS  == Lit['1d','5d','1mo','3mo','6mo','1y','2y','5y','10y','ytd','max']

jh.market_history.get(TICKER='MSFT', period='1mo', until='max')

Date	Adj Close	Close	High	Low	Open	Volume
2025-04-01 00:00:00	373.11	373.11	385.08	369.35	374.65	95966917
2025-03-01 00:00:00	375.39	375.39	402.15	367.24	398.82	491786600
2025-02-01 00:00:00	396.196	396.99	419.31	386.57	411.6	432448900
2025-01-01 00:00:00	414.229	415.06	448.38	410.72	425.53	462562700
2024-12-01 00:00:00	420.657	421.5	456.16	420.66	421.57	439902400

Financials

jh.financial_list.get(pages=10)

Country	Ticker	Name	Slug
USA	AAPL	Apple	apple
USA	NVDA	NVIDIA	nvidia
USA	MSFT	Microsoft	microsoft
USA	AMZN	Amazon	amazon
USA	GOOG	Alphabet (Google)	alphabet-google

jh.financial_raw.get(slug='microsoft')

Year	Shares	Capital	DYield	Revenue	Income	Asset	Equity
2025	7430	2.815e+06	0.8	261800	113610	512160	268470
2024	7430	3.2e+06	0.73	227580	101210	411970	206220
2023	7450	2.794e+06	0.74	204090	82580	364840	166540
2022	7500	1.787e+06	1.06	184900	79680	333770	141980
2021	7550	2.522e+06	0.68	153280	60720	301310	118300

Raw, Ratios = jh.financial_ratios.get(slug='microsoft')

print(Ratios)

N	Year	Cap Var	Rev Grw	Ast Grw	DY	EY	P/S	P/A	Margin	ROA	E/A
0	2025	-12.03	15.04	24.32	0.81	4.04	10.75	5.5	43.4	22.2	52.4
-1	2024	14.53	11.51	12.92	0.73	3.16	14.06	7.77	44.5	24.6	50.1
-2	2023	56.35	10.38	9.31	0.74	2.96	13.69	7.66	40.5	22.6	45.6
-3	2022	-29.14	20.63	10.77	1.06	4.46	9.66	5.35	43.1	23.9	42.5
-4	2021	50.03	14.18	5.15	0.68	2.41	16.45	8.37	39.6	20.2	39.3

Options

jh.options_stack.get(TICKER='MSFT')

Code	Ticker	Price	Option	Expiry	Strike	Volume	OI	Ask	Bid	IV
MSFT250411C00230000	MSFT	359.84	CALL	2025-04-11	230	3	0	132.5	128.15	1.71485
MSFT250411C00260000	MSFT	359.84	CALL	2025-04-11	260	2	1	102.5	98.15	1.2959
MSFT250411C00290000	MSFT	359.84	CALL	2025-04-11	290	1	1	73	68.7	1.05176
MSFT250411C00300000	MSFT	359.84	CALL	2025-04-11	300	303	24	63	58.85	0.930665
MSFT250411C00305000	MSFT	359.84	CALL	2025-04-11	305	nan	1	58.5	58.7	1.20948

jh.options_stack_2.get(TICKER='MSFT')

Code	Ticker	Price	Option	Expiry	Strike	Volume	OI	Ask	Mid	Bid
MSFT250411C00230000	MSFT	351.08	CALL	2025-04-11	230	0	3	118.8	120.52	122.25
MSFT250411C00240000	MSFT	351.08	CALL	2025-04-11	240	0	0	108.85	110.55	112.25
MSFT250411C00250000	MSFT	351.08	CALL	2025-04-11	250	0	0	99.15	100.65	102.15
MSFT250411C00260000	MSFT	351.08	CALL	2025-04-11	260	0	1	89.1	90.75	92.4
MSFT250411C00270000	MSFT	351.08	CALL	2025-04-11	270	0	0	79.25	81.12	83