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2 changes: 1 addition & 1 deletion en/pedia/1/1-day_rsi.md
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# 1-Day RSI (Relative Strength Index)

The 1-Day [Relative Strength](../r/relative_strength.md) [Index](../i/index.md) (RSI) is a [momentum](../m/momentum.md) [oscillator](../o/oscillator.md) developed by J. Welles Wilder Jr. in 1978, which measures the speed and change of price movements. The RSI oscillates between zero and 100 and is typically used to identify [overbought](../o/overbought.md) or [oversold](../o/oversold.md) conditions in a [market](../m/market.md). The "1-Day" RSI specifically refers to the calculation of RSI over a one-day period, which provides a short-term view of [market](../m/market.md) [momentum](../m/momentum.md) and potential price reversals.
The 1-Day [Relative Strength](../r/relative_strength.md) [Index](../i/index_instrument.md) (RSI) is a [momentum](../m/momentum.md) [oscillator](../o/oscillator.md) developed by J. Welles Wilder Jr. in 1978, which measures the speed and change of price movements. The RSI oscillates between zero and 100 and is typically used to identify [overbought](../o/overbought.md) or [oversold](../o/oversold.md) conditions in a [market](../m/market.md). The "1-Day" RSI specifically refers to the calculation of RSI over a one-day period, which provides a short-term view of [market](../m/market.md) [momentum](../m/momentum.md) and potential price reversals.

## Calculation of 1-Day RSI

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Expand Up @@ -45,7 +45,7 @@ Moving averages (MA) are commonly applied to 1-hour charts to smooth out price d

Various [technical indicators](../t/technical_indicators.md) are used on 1-hour charts to provide additional insights and [trading signals](../t/trading_signals.md). Some popular indicators include:

- **[Relative Strength](../r/relative_strength.md) [Index](../i/index.md) (RSI)**: Measures the speed and change of price movements, indicating [overbought](../o/overbought.md) or [oversold](../o/oversold.md) conditions.
- **[Relative Strength](../r/relative_strength.md) [Index](../i/index_instrument.md) (RSI)**: Measures the speed and change of price movements, indicating [overbought](../o/overbought.md) or [oversold](../o/oversold.md) conditions.
- **Moving Average Convergence [Divergence](../d/divergence.md) (MACD)**: Shows the relationship between two moving averages, assisting in identifying [momentum](../m/momentum.md).
- **[Bollinger Bands](../b/bollinger_bands.md)**: Consist of a moving average with upper and lower bands that help identify [volatility](../v/volatility.md) and potential [reversal](../r/reversal.md) points.

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#### Indicators and Oscillators

Various [technical indicators](../t/technical_indicators.md) and oscillators can be superimposed on 1-minute charts to enhance signal accuracy. Commonly used indicators include the [Relative Strength](../r/relative_strength.md) [Index](../i/index.md) (RSI), Moving Average Convergence [Divergence](../d/divergence.md) (MACD), and [Bollinger Bands](../b/bollinger_bands.md). These indicators help in identifying [overbought](../o/overbought.md) and [oversold](../o/oversold.md) conditions, convergence and [divergence](../d/divergence.md), and [volatility](../v/volatility.md) bands.
Various [technical indicators](../t/technical_indicators.md) and oscillators can be superimposed on 1-minute charts to enhance signal accuracy. Commonly used indicators include the [Relative Strength](../r/relative_strength.md) [Index](../i/index_instrument.md) (RSI), Moving Average Convergence [Divergence](../d/divergence.md) (MACD), and [Bollinger Bands](../b/bollinger_bands.md). These indicators help in identifying [overbought](../o/overbought.md) and [oversold](../o/oversold.md) conditions, convergence and [divergence](../d/divergence.md), and [volatility](../v/volatility.md) bands.

## Advantages of Using 1-Minute Charts in Algotrading

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### Signal Generation

Moving averages are integral in generating [trading signals](../t/trading_signals.md). When combined with other indicators like the [Relative Strength](../r/relative_strength.md) [Index](../i/index.md) (RSI) or [Bollinger Bands](../b/bollinger_bands.md), they form [robust](../r/robust.md) strategies for entering and exiting trades. For instance, a common algorithmic strategy is the "Moving Average Crossover," where a short-term MA crosses above a long-term MA, signaling a buying opportunity and vice versa for selling.
Moving averages are integral in generating [trading signals](../t/trading_signals.md). When combined with other indicators like the [Relative Strength](../r/relative_strength.md) [Index](../i/index_instrument.md) (RSI) or [Bollinger Bands](../b/bollinger_bands.md), they form [robust](../r/robust.md) strategies for entering and exiting trades. For instance, a common algorithmic strategy is the "Moving Average Crossover," where a short-term MA crosses above a long-term MA, signaling a buying opportunity and vice versa for selling.

### Risk Management

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### Overview

The 1-Period [Relative Strength](../r/relative_strength.md) [Index](../i/index.md) (RSI) is a highly specific, short-term version of the traditional RSI, typically used in [technical analysis](../t/technical_analysis.md) and [algorithmic trading](../a/algorithmic_trading.md). Standard RSI measures [momentum](../m/momentum.md) over a longer timeframe, commonly using 14 periods, while the 1-period RSI narrows this focus to a single trading period. This RSI variant offers traders a unique perspective, often providing more frequent signals and allowing for more dynamic [trading strategies](../t/trading_strategies.md). In [algorithmic trading](../a/algorithmic_trading.md), the 1-period RSI can be utilized to generate high-frequency [trading signals](../t/trading_signals.md), capturing short-term [market](../m/market.md) movements and enhancing the performance of [trading algorithms](../t/trading_algorithms.md).
The 1-Period [Relative Strength](../r/relative_strength.md) [Index](../i/index_instrument.md) (RSI) is a highly specific, short-term version of the traditional RSI, typically used in [technical analysis](../t/technical_analysis.md) and [algorithmic trading](../a/algorithmic_trading.md). Standard RSI measures [momentum](../m/momentum.md) over a longer timeframe, commonly using 14 periods, while the 1-period RSI narrows this focus to a single trading period. This RSI variant offers traders a unique perspective, often providing more frequent signals and allowing for more dynamic [trading strategies](../t/trading_strategies.md). In [algorithmic trading](../a/algorithmic_trading.md), the 1-period RSI can be utilized to generate high-frequency [trading signals](../t/trading_signals.md), capturing short-term [market](../m/market.md) movements and enhancing the performance of [trading algorithms](../t/trading_algorithms.md).

### Basics of RSI

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df['SMA_1'] = df['close']

# Example decision using the 1-period SMA
for [index](../i/index.md), row in df.iterrows():
for [index](../i/index_instrument.md), row in df.iterrows():
if row['close'] > row['SMA_1']:
print(f"Buy Signal at {row['timestamp']}")

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# 1-Year Moving Average

The 1-year moving average (1Y MA) is a statistical metric used primarily in [financial markets](../f/financial_market.md) to analyze and smooth price data over a one-year period. This tool helps traders and investors to eliminate short-term [volatility](../v/volatility.md) and get a clearer picture of the overall [trend](../t/trend.md) of a [security](../s/security.md), [index](../i/index.md), or other [financial instrument](../f/financial_instrument.md). By averaging the data points of the past year, the 1Y MA can provide critical insights for making informed trading decisions.
The 1-year moving average (1Y MA) is a statistical metric used primarily in [financial markets](../f/financial_market.md) to analyze and smooth price data over a one-year period. This tool helps traders and investors to eliminate short-term [volatility](../v/volatility.md) and get a clearer picture of the overall [trend](../t/trend.md) of a [security](../s/security.md), [index](../i/index_instrument.md), or other [financial instrument](../f/financial_instrument.md). By averaging the data points of the past year, the 1Y MA can provide critical insights for making informed trading decisions.

## Definition and Calculation

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# 1-Year Yield

The 1-year [yield](../y/yield.md) is a financial metric that represents the [return](../r/return.md) on an investment over a one-year period, usually expressed as a percentage. It is commonly used to evaluate the performance of various financial instruments such as bonds, fixed deposits, and other investment vehicles. In the context of [algorithmic trading](../a/algorithmic_trading.md), the 1-year [yield](../y/yield.md) can serve as a [benchmark](../b/benchmark.md) [index](../i/index.md) to gauge the effectiveness of [trading strategies](../t/trading_strategies.md) over an annual period.
The 1-year [yield](../y/yield.md) is a financial metric that represents the [return](../r/return.md) on an investment over a one-year period, usually expressed as a percentage. It is commonly used to evaluate the performance of various financial instruments such as bonds, fixed deposits, and other investment vehicles. In the context of [algorithmic trading](../a/algorithmic_trading.md), the 1-year [yield](../y/yield.md) can serve as a [benchmark](../b/benchmark.md) [index](../i/index_instrument.md) to gauge the effectiveness of [trading strategies](../t/trading_strategies.md) over an annual period.

## Importance in Algorithmic Trading

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# 10-Day RSI

The 10-Day [Relative Strength](../r/relative_strength.md) [Index](../i/index.md) (RSI) is a [momentum](../m/momentum.md) [oscillator](../o/oscillator.md) that measures the speed and change of price movements over a 10-day period. Developed by J. Welles Wilder Jr., RSI is one of the most widely used [technical indicators](../t/technical_indicators.md) in trading. The RSI provides signals indicating [overbought](../o/overbought.md) or [oversold](../o/oversold.md) conditions in a [market](../m/market.md), helping traders make entry and exit decisions.
The 10-Day [Relative Strength](../r/relative_strength.md) [Index](../i/index_instrument.md) (RSI) is a [momentum](../m/momentum.md) [oscillator](../o/oscillator.md) that measures the speed and change of price movements over a 10-day period. Developed by J. Welles Wilder Jr., RSI is one of the most widely used [technical indicators](../t/technical_indicators.md) in trading. The RSI provides signals indicating [overbought](../o/overbought.md) or [oversold](../o/oversold.md) conditions in a [market](../m/market.md), helping traders make entry and exit decisions.

## Calculation of 10-Day RSI

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Expand Up @@ -36,7 +36,7 @@ The 10-Day SMA serves [multiple](../m/multiple.md) purposes in [algorithmic trad

3. **[Support and Resistance](../s/support_and_resistance.md) Levels**: The 10-Day SMA can act as a support level in an [uptrend](../u/uptrend.md) or a resistance level in a [downtrend](../d/downtrend.md). Traders watch these levels closely because they can indicate points where the price might reverse.

4. **Combination with Other Indicators**: Often, the 10-Day SMA is used in conjunction with other [technical indicators](../t/technical_indicators.md). For example, it can be paired with [Relative Strength](../r/relative_strength.md) [Index](../i/index.md) (RSI) or Moving Average Convergence [Divergence](../d/divergence.md) (MACD) to improve the accuracy of [trading signals](../t/trading_signals.md).
4. **Combination with Other Indicators**: Often, the 10-Day SMA is used in conjunction with other [technical indicators](../t/technical_indicators.md). For example, it can be paired with [Relative Strength](../r/relative_strength.md) [Index](../i/index_instrument.md) (RSI) or Moving Average Convergence [Divergence](../d/divergence.md) (MACD) to improve the accuracy of [trading signals](../t/trading_signals.md).

## Practical Example

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Here's a more serious example using historical data from a real stock:

If we take the closing prices of the S&P 500 [index](../i/index.md) from the past ten months, which might look like this (hypothetical data):
If we take the closing prices of the S&P 500 [index](../i/index_instrument.md) from the past ten months, which might look like this (hypothetical data):

\[ 3800, 3900, 4000, 4100, 4050, 4200, 4300, 4400, 4500, 4550 \]

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## Introduction

[Relative Strength](../r/relative_strength.md) [Index](../i/index.md) (RSI) is a [momentum](../m/momentum.md) [oscillator](../o/oscillator.md) that measures the speed and change of price movements. RSI oscillates between zero and 100 and traditionally is considered [overbought](../o/overbought.md) when above 70 and [oversold](../o/oversold.md) when below 30. Developed by J. Welles Wilder, RSI is a widely used [momentum](../m/momentum.md) [indicator](../i/indicator.md) that has stood the test of time. One of its popular variations is the 10-period RSI.
[Relative Strength](../r/relative_strength.md) [Index](../i/index_instrument.md) (RSI) is a [momentum](../m/momentum.md) [oscillator](../o/oscillator.md) that measures the speed and change of price movements. RSI oscillates between zero and 100 and traditionally is considered [overbought](../o/overbought.md) when above 70 and [oversold](../o/oversold.md) when below 30. Developed by J. Welles Wilder, RSI is a widely used [momentum](../m/momentum.md) [indicator](../i/indicator.md) that has stood the test of time. One of its popular variations is the 10-period RSI.

## What is 10-Period RSI?

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### Economic Data Releases

Key [economic indicators](../e/economic_indicators.md) such as GDP growth, [unemployment](../u/unemployment.md) rates, and consumer price [index](../i/index.md) (CPI) reports can cause fluctuations in the [10-Year Treasury yield](../1/10-year_treasury_yield.md).
Key [economic indicators](../e/economic_indicators.md) such as GDP growth, [unemployment](../u/unemployment.md) rates, and consumer price [index](../i/index_instrument.md) (CPI) reports can cause fluctuations in the [10-Year Treasury yield](../1/10-year_treasury_yield.md).

### Demand and Supply Dynamics

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