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

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for josehv from gravatar.com josehv

Credits

Author: Jose_Henrique_V

Classifiers

Metadata

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for josehv from gravatar.com josehv

Credits

Author: Jose_Henrique_V

Classifiers

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