finviz

finviz

FinViz非官方Python API实现金融数据分析

finviz-api是FinViz金融网站的非官方Python接口,提供股票筛选、投资组合管理和个股分析等功能。支持下载图表、导出数据,并可获取内部交易和分析师目标价信息。数据有15-20分钟延迟,主要用于金融分析和研究,不适合实时交易。使用需遵守FinViz服务条款。

FinvizPython API股票筛选金融数据市场分析Github开源项目

finviz-api ########## Unofficial Python API for FinViz

.. image:: https://badge.fury.io/py/finviz.svg :target: https://badge.fury.io/py/finviz

.. image:: https://img.shields.io/badge/python-3.9-blue.svg :target: https://www.python.org/downloads/release/python-390/

.. image:: https://pepy.tech/badge/finviz :target: https://pepy.tech/project/finviz

Downloading & Installation

$ pip install -U git+https://github.com/mariostoev/finviz

What is Finviz?

FinViz_ aims to make market information accessible and provides a lot of data in visual snapshots, allowing traders and investors to quickly find the stock, future or forex pair they are looking for. The site provides advanced screeners, market maps, analysis, comparative tools, and charts.

.. _FinViz: https://finviz.com/?a=128493348

Important Information

Any quotes data displayed on finviz.com is delayed by 15 minutes for NASDAQ, and 20 minutes for NYSE and AMEX. This API should NOT be used for live trading, it's main purpose is financial analysis, research, and data scraping.

Using Screener

Before using the Screener class, you have to manually go to the website's screener and enter your desired settings. The URL will automatically change every time you add a new setting. After you're done the URL will look something like this:

.. image:: https://i.imgur.com/p8BLt06.png

?v=111&s=ta_newhigh&f=cap_largeover,exch_nasd,fa_fpe_o10&o=-ticker&t=ZM are the extra parameters provided to the screener. Those parameters are a list of key/value pairs separated with the & symbol. Some keys have a clear intent - f=cap_largeover,exch_nasd,fa_fpe_o10 are filters, o=-ticker is order and t=ZM are tickers - yet, some are ambiguous like v=111, which stands for the type of table.

To make matters easier inside the code you won't refer to tables by their number tag, but instead you will use their full name (ex. table=Performance).

.. code:: python

from finviz.screener import Screener

filters = ['exch_nasd', 'idx_sp500']  # Shows companies in NASDAQ which are in the S&P500
stock_list = Screener(filters=filters, table='Performance', order='price')  # Get the performance table and sort it by price ascending

# Export the screener results to .csv 
stock_list.to_csv("stock.csv")

# Create a SQLite database 
stock_list.to_sqlite("stock.sqlite3")

for stock in stock_list[9:19]:  # Loop through 10th - 20th stocks 
    print(stock['Ticker'], stock['Price']) # Print symbol and price

# Add more filters
stock_list.add(filters=['fa_div_high'])  # Show stocks with high dividend yield
# or just stock_list(filters=['fa_div_high'])

# Print the table into the console
print(stock_list)

.. image:: https://i.imgur.com/cb7UdxB.png

Using Portfolio

.. code:: python

from finviz.portfolio import Portfolio

portfolio = Portfolio('<your-email-address>', '<your-password>', '<portfolio-name>')
# Print the portfolio into the console
print(portfolio)

Note that, portfolio name is optional - it would assume your default portfolio (if you have one) if you exclude it. The Portfolio class can also create new portfolio from an existing .csv file. The .csv file must be in the following format:

.. list-table:: :header-rows: 1

    • Ticker
    • Transaction
    • Date (Opt.)
    • Shares
    • Price (Opt.)
    • AAPL
    • 1
    • 05-25-2017
    • 34
    • 141.28
    • NVDA
    • 2
    • 250
    • 243.32
    • WMT
    • 1
    • 01.19.2019
    • 45

Note that, if any optional fields are left empty, the API will assign them today's data.

.. code:: python

portfolio.create_portfolio('<portfolio-name>', '<path-to-csv-file>')

Individual stocks

.. code:: pycon

>>> import finviz
>>> finviz.get_stock('AAPL')
{'Index': 'DJIA S&P500', 'P/E': '12.91', 'EPS (ttm)': '12.15',...
>>> finviz.get_insider('АAPL')
[{'Insider Trading': 'KONDO CHRIS', 'Relationship': 'Principal Accounting Officer', 'Date': 'Nov 19', 'Transaction':            'Sale', 'Cost': '190.00', '#Shares': '3,408', 'Value ($)': '647,520', '#Shares Total': '8,940', 'SEC Form 4': 'Nov 21           06:31 PM'},...
>>> finviz.get_news('AAPL')
[('Chinas Economy Slows to the Weakest Pace Since 2009', 'https://finance.yahoo.com/news/china-economy-slows-weakest-pace-      020040147.html'),...
>>>
>>> finviz.get_analyst_price_targets('AAPL')
[{'date': '2019-10-24', 'category': 'Reiterated', 'analyst': 'UBS', 'rating': 'Buy', 'price_from': 235, 'price_to': 275}, ...

Downloading charts

.. code:: python

# Monthly, Candles, Large, No Technical Analysis
stock_list.get_charts(period='m', chart_type='c', size='l', ta='0')

# period='d' > daily 
# period='w' > weekly
# period='m' > monthly

# chart_type='c' > candle
# chart_type='l' > lines

# size='m' > small
# size='l' > large

# ta='1' > display technical analysis
# ta='0' > ignore technical analysis

Environment Variables

Set DISABLE_TQDM=1 in your environment to disable the progress bar.

Documentation

You can read the rest of the documentation inside the docstrings.

Contributing

You can contribute to the project by reporting bugs, suggesting enhancements, or directly by extending and writing features (see the ongoing projects_).

.. _projects: https://github.com/mariostoev/finviz/projects/1

You can also buy me a coffee!

.. image:: https://user-images.githubusercontent.com/8982949/33011169-6da4af5e-cddd-11e7-94e5-a52d776b94ba.png :target: https://www.paypal.me/finvizapi

Disclaimer

Using the library to acquire data from FinViz is against their Terms of Service and robots.txt. Use it responsibly and at your own risk. This library is built purely for educational purposes.

编辑推荐精选

音述AI

音述AI

全球首个AI音乐社区

音述AI是全球首个AI音乐社区,致力让每个人都能用音乐表达自我。音述AI提供零门槛AI创作工具,独创GETI法则帮助用户精准定义音乐风格,AI润色功能支持自动优化作品质感。音述AI支持交流讨论、二次创作与价值变现。针对中文用户的语言习惯与文化背景进行专门优化,支持国风融合、C-pop等本土音乐标签,让技术更好地承载人文表达。

QoderWork

QoderWork

阿里Qoder团队推出的桌面端AI智能体

QoderWork 是阿里推出的本地优先桌面 AI 智能体,适配 macOS14+/Windows10+,以自然语言交互实现文件管理、数据分析、AI 视觉生成、浏览器自动化等办公任务,自主拆解执行复杂工作流,数据本地运行零上传,技能市场可无限扩展,是高效的 Agentic 生产力办公助手。

lynote.ai

lynote.ai

一站式搞定所有学习需求

不再被海量信息淹没,开始真正理解知识。Lynote 可摘要 YouTube 视频、PDF、文章等内容。即时创建笔记,检测 AI 内容并下载资料,将您的学习效率提升 10 倍。

AniShort

AniShort

为AI短剧协作而生

专为AI短剧协作而生的AniShort正式发布,深度重构AI短剧全流程生产模式,整合创意策划、制作执行、实时协作、在线审片、资产复用等全链路功能,独创无限画布、双轨并行工业化工作流与Ani智能体助手,集成多款主流AI大模型,破解素材零散、版本混乱、沟通低效等行业痛点,助力3人团队效率提升800%,打造标准化、可追溯的AI短剧量产体系,是AI短剧团队协同创作、提升制作效率的核心工具。

seedancetwo2.0

seedancetwo2.0

能听懂你表达的视频模型

Seedance two是基于seedance2.0的中国大模型,支持图像、视频、音频、文本四种模态输入,表达方式更丰富,生成也更可控。

nano-banana纳米香蕉中文站

nano-banana纳米香蕉中文站

国内直接访问,限时3折

输入简单文字,生成想要的图片,纳米香蕉中文站基于 Google 模型的 AI 图片生成网站,支持文字生图、图生图。官网价格限时3折活动

扣子-AI办公

扣子-AI办公

职场AI,就用扣子

AI办公助手,复杂任务高效处理。办公效率低?扣子空间AI助手支持播客生成、PPT制作、网页开发及报告写作,覆盖科研、商业、舆情等领域的专家Agent 7x24小时响应,生活工作无缝切换,提升50%效率!

堆友

堆友

多风格AI绘画神器

堆友平台由阿里巴巴设计团队创建,作为一款AI驱动的设计工具,专为设计师提供一站式增长服务。功能覆盖海量3D素材、AI绘画、实时渲染以及专业抠图,显著提升设计品质和效率。平台不仅提供工具,还是一个促进创意交流和个人发展的空间,界面友好,适合所有级别的设计师和创意工作者。

图像生成AI工具AI反应堆AI工具箱AI绘画GOAI艺术字堆友相机AI图像热门
码上飞

码上飞

零代码AI应用开发平台

零代码AI应用开发平台,用户只需一句话简单描述需求,AI能自动生成小程序、APP或H5网页应用,无需编写代码。

Vora

Vora

免费创建高清无水印Sora视频

Vora是一个免费创建高清无水印Sora视频的AI工具

下拉加载更多