Trending

Ceiling  per hour=  Historical data / per hour / Max

Floor =  Historical data / per hour / Min

\Price >  Ceiling  = New Ceiling

Investment

1. Fundamental Analysis
1. Fundamental Analysis
1. Absolute valuation models  -  dividends, cash flow, and the growth rate for a single company
2. calculating multiples and ratios, such as the price-to-earnings multiple, and comparing them to the multiples of similar companies.
3. For example, if the P/E of a company is lower than the P/E multiple of a comparable company, the original company might be considered undervalued.
2.  capital asset pricing model(CAPM)
3. dividend discount model
2. Technical Analysis
1. Moving Average --> Trending
2. Pivot Points Level --> Trade Scope/Pivot Square
3. Fibonacci Numbers/Fibonacci Retracement -->Trigger point
4. Momentum -->Strength or Weakness
1. Stochastic Oscillator
2. Relative Strength  Index (RSI)
3. Moving Average Convergence Divergence (MACD)
4. Average Directional Moment Index(ADX)
3. Price Action

Pre Market Search

https://discord.com/channels/684228368417554541/706435389136568330

https://www.investing.com/

https://marketchameleon.com/

https://finviz.com/

https://www.tradingview.com/markets/stocks-usa/market-movers-large-cap/

Reference

https://algotrading101.com/learn/interactive-brokers-python-api-native-guide/

Neural Network

 

Commonly use Activation

Rectified Linear Activation (ReLU)

Logistic (Sigmoid)

Hyperbolic Tangent (Tanh)

IB API

Python

1. ib_Python native API
• Guide : https://algotrading101.com/learn/interactive-brokers-python-api-native-guide/
• https://interactivebrokers.github.io/#
• Install IB API (windows)
• Download "API Latest" from http://interactivebrokers.github.io/
• Unzip or install (if its a .msi file) the download.
• Go to tws-api/source/pythonclient/
• Build a wheel with: python3 setup.py bdist_wheel
• Install the wheel with: python3 -m pip install --user --upgrade dist/ibapi-9.73.7-py3-none-any.whl   /  python3 -m easy_install D:\......................egg
2. ib_insync 
• https://ib-insync.readthedocs.io/api.html

ETF

1.  ETF Provider
1. Vanguard
2. SPDR
3. Powershares
4. Blackrock(Ishares)
5. Global X
2. Total Asset (Fund Size/AUM)
3. Average Trading Volume
4. Divedend and expense ratio
5. Holdings

https://etfdb.com/

Passive Income

1. REIT - real estate investment trust 
1. SPG - Simon Property Group
2. AGNC
2. 高息股股
1. AT&T
2. S&P Companies (
3. ETF  (https://etfdb.com/)
1. US
1. Low Risk - S&P500 [VOO / SPY]
1. S&P 500 Companies: https://datahub.io/core/s-and-p-500-companies/r/0.html
2. S&P 500 Companies (csv) : https://datahub.io/core/s-and-p-500-companies/r/constituents.csv
3. S&P 500 Companies (Python): https://datahub.io/core/s-and-p-500-companies#resource-constituents
4. S&P Companies stock price (Google Sheet): https://docs.google.com/spreadsheets/d/1xOdm9RXtjkN-qEykjEjVjeFtRDmOZBfd2G6XuPidi6E/edit?usp=sharing
2. Low Risk - Nasdaq [QQQ]
3. Middle Risk - ishare [ESGU]
2. US/Global 
1. Middle  Risk - ARK Invest
3. Global
1. Low Risk - Global -  ishare[ACWV]
2. Middle Risk - Global - Vanguard [VTIAX]
4. Bond ETF
1. VCIT
2. LQD
4. Bond
1. VTEB
5. Learning 

ARK

ARK Invest

Ark Global Acquisition Corp. -- chngned name as Alkuri Global Acquisition Corp (NASDAQ: KURIU, KURIW) by 5 March.

ARKK

ARK INNOVATION ETF

https://ark-funds.com/arkk

ARKQ

ARK Autonomous Technology & Robotics ETF

https://ark-funds.com/arkq

ARKW

ARK Next Generation Internet ETF

https://ark-funds.com/arkw

ARKG

ARK Genomic Revolution ETF

https://ark-funds.com/arkg

ARKF

ARK Fintech Innovation ETF

https://ark-funds.com/fintech-etf

ARKX

https://ark-funds.com/arkx