Bias AnalyzerName: Bias Analyzer
Category: Market Analyzer
Timeframe: 1H and 1D, depending on the Analysis type.
Technical Analysis: Usually when we think about a Trading System we start from an idea. This idea comes normally from observation and the study of the market.
Have we ever observed a market - for example Bitcoin - and thought that it increases at the start of a USA session? Great, this is a well-known category of Trading System and the purpose of the Bias Analyzer is to study these phenomena.
There are different types of Trading System that we can classify considering the market in-efficiency that we use to our advantage. In this case we make the Bias. Literally "inclination" or "presupposition" or precisely "tendency" of the price to go up or down in a temporal way.
The characteristics of the Bias depend on how much the Bias is persistent on the market since the analysed period. therefore we can consider:
Hourly Bias : analysing the hourly behaviours during the week. Trades normally last from a few hours to a few days.
Seasonal Bias : analysing the behaviour of the weeks in the monthly or annual context, evaluating the seasons.
Suggested usage: The possibilities of the tool are infinite, these are some scenarios of use:
Development of Intraday Trading Systems based on Hourly Bias with possible filters for specific days of the week.
Development of a Multi-day Trading System based on daily Bias with monthly analysis.
To identify the best day to execute our investment through Dollar Cost Average with a bit of healthy buy the dip
Main features:
Hourly Summary organized in Week
The cells contain the sum of the various price deltas for the single hour. The transparency indicates the frequency in which the candles close positive or negative. This information is available both in a synthetic way, as in the first column "Sum", and for each day of the week.
Hourly Details organized in different entry/exit
Shows the cumulative data of the various deltas, considering the purchase and the sale at certain times. In the rows are represented the buying hours and in the columns the selling hours.
Daily Summary organized in Months
The cells contain the summation of the various price deltas for the single day.
Hourly Details organized in different entry/exit
Allows to visualise the detailed analysis table, choosing to do it for all the months or for a specific month and shows the cumulative data of the various deltas, considering the purchase and the sale in certain days.
Configuration: You can configure the tool easily and completely.
Analysis
Calculate from Close to Open : this is the core of the whole analysis where the "Price Delta" to be calculated is defined. At this moment there is the possibility to calculate the distance between opening and closing.
Calculate in Percent or Cash : this allows to calculate the Price Delta in Percent or in Cash.
Analysis on 1H Timeframe
Show Hourly Summary on : allows to visualise the summary analysis table of the week. The cells contain the sum of the various price deltas for the single hour. The transparency indicates the frequency in which the candles close positive or negative. This information is available both in a synthetic way, as in the first column "Sum", and for each day of the week. At the bottom left there is also data which allows us to understand how many candles are being analysed. At the bottom of each day it is possible to visualise the cumulative data of the day. The position of the table is customizable.
Show Hourly Details of on : allows to visualise the detailed analysis table, choosing to do it for all days or for a specific day, and shows the cumulative data of the various deltas, considering the purchase and the sale at certain times. In the rows are represented the buying hours and in the columns the selling hours. For example, going to the table "All Days" we can see in the cell of row 13 and in column 22 the cumulative data of a possible buy on 13 and a sell at the end of 22. To facilitate the research of the values there is a configurable transparency system.
Analysis on 1D Timeframe
Show Daily Summary on : allows to visualise the summary analysis table of the month. The cells contain the summation of the various price deltas for the single day: The first row is the summation of all days of the month for all months in the analysis period, while the other rows represent the analysis for the various days of the individual months.
Show Daily Details of on : allows to visualise the detailed analysis table, choosing to do it for all the months or for a specific month and shows the cumulative data of the various deltas, considering the purchase and the sale in certain days. In the rows are represented the buying days and in the columns the selling days. For example, going to the table "All Months" we can see in the cell at row 1 and at column 3 the cumulative of a possible purchase on the 1st and the sale on the 3rd. To facilitate the research of the values, there is a configurable transparency system.
Table Layout
Size : allows to define the size of the text in the table.
Precision : it is possible to define the decimal precision of the calculations presented in the tables.
Transparency Factor : allows the application of a multiplication factor when the table calculates the transparency of detail tables.
Colours : allows to specify the colours of Profit, Loss and Neutral, besides to adapt a style coherent with the Dark Mode or Light Mode of Trading View
Volatility Filter
It is possible to directly apply a filter to the time series on which the delta is calculated. The volatility filter uses the ATR - an indicator that allows you to calculate the volatility in a given period. Briefly: the higher the ATR value, the higher the volatility. Therefore the filter works by comparing the volatility on two periods and indicates compression or expansion.
Backtest Dates
In order to facilitate the identification of in-sample and out-of-sample data, as well as the degradation of a given behaviour, it is possible to specify a period in which to do the analysis.
Wöchentliche Charts
MTF VWAP & StDev BandsMulti Timeframe Volume Weighted Average Price with Standard Deviation Bands
I used the script "Koalafied VWAP D/W/M/Q/Y" by Koalafied_3 and made some changes, such as adding more standard deviation bands.
The script can display the daily, weekly, monthly, quarterly and yearly VWAP.
Standard deviation bands values can be changed (default values are 0.618, 1, 1.618, 2, 2.618, 3).
Also the previous standard deviation bands can be displayed.
Know your Monthly, Weekly, Daily LevelsThis script will show monthly, weekly and daily (with or without pre market) levels on your intraday chart. You can chose what values of the corresponding candles (high, low, close) should be included.
Please consider following limitations:
1. Maximum of 500 drawing objects per chart
To make sure the most relevant levels are shown, values are sorted based on the latest close value before levels > 500 are cut off.
2. Lookback history
The max lookback history is limited by the currently selected timeframe. E.g. on a 5min timeframe, 20000 bars (Premium Plan) result in approx. 5 months of lookback period, meaning you may want to have a 30 min or higher chart open to get a complete picture of levels, while trading on a lower timeframe.
High/Low/Open/Close Daily, Weekly, Monthly Line
I wrote this for the purpose of saving time while marking up charts by automating the process of drawing and labeling lines at areas of interest on larger
timeframes while still having the option to change the style and size of the lines and labels to adjust for any timeframe and avoid a messy chart.
I also used this as an exercise in menu organization giving users every imaginable option and producing clean readable code.
- This indicator draws a line on the Daily, Weekly, and Monthly bar at the High, Low, Open and Close of each bar as price
tends to react when revisiting these areas.
- Each set of bars has an optional identifying label with its own color set that can be shown with or without the lines
price value, and has drop down menus for size and style of each set of labels.
- Each set of lines has inputs for line/text color, line width and style, and can be hidden if the user doesn't have the need for any particular timeframe.
- Lines and Labels with delete when a new line is created.
- I recommend going into Chart Settings/Status Line and turning off indicator arguments OR moving the script to the top
of the indicator list to avoid an obstructed chart view with this indicators arguments. When Pine allows, I will update it to hide them.
Contains some public domain code from T.V. manuals and tutorial for creating drop down input menus for options.
/ ~For My Pal Jittery~
~ Who likes his clean chart and custom colors~
Weekly Returns with BenchmarkSome time ago I published Monthly returns table. Now It's time for weekly one.
To get it work you need a pretty big screen, but I hope it will be useful for some of you.
Features of this table includes:
Display weekly returns of your strategy, benchmark, and alpha over this benchmark.
Select benchmark to be another instrument
Select the date from which you want to compute monthly returns
Show/hide benchmark and alpha
Choose colors for gradient for gain/loss values
Use it with any type of strategy
Use it with replay
Thanks to @MUQWISHI to help me coding it.
It's not about the strategy itself but the way you display returns on your chart. So pls don't critique my choice of the strategy and its performance 🙂
Disclaimer
Please remember that past performance may not be indicative of future results.
Due to various factors, including changing market conditions, the strategy may no longer perform as well as in historical backtesting.
This post and the script don’t provide any financial advice.
Key Levels// How it Works \\
Calculating Previous Days, Weeks and Monthly open, high, low, close and vwaps
Plots these levels on your chart
// Settings \\
You can enable/disable any of the levels you want to see
You can also change the amount of bars back the levels are plotted back to
// Use Case \\
These levels are often used in different methods of Technical analysis for support and resistance.
// Suggestions \\
Happy for anyone to make any suggestions on changes which could improve the script,
// Terms \\
Feel free to use the script, If you do use the script could you please just tag me as I am interested to see how people are using it. Good Luck!
Day/Week/Month/3M/6M/12M MTF breaks by makuchakuThis indicator plots breaks for multiple timeframes. Works on Daily to Yearly timeframes.
Currently supported timeframes :
Daily
Weekly
Monthly
Quarterly
Half Yearly
Yearly
It currently plots all breaks together. From Indicator settings hide what you don't need and save as default settings.
Weekly Volume HeatmapThis tool is designed to visualize how the trading volume of each asset changes during the week.
How to use
This tool can help us better understand the market and answer many questions, such as:
◽ How to avoid getting stop hunted?
Typically, trading volume decreases at certain times of the week, which is the best time for large holders to manipulate the market. Low volume means there is less liquidity in the market. Large transactions in an illiquid market can cause large price changes.
Large holders (whales) have enough capital to push the price in the desired direction to trigger a cascade of stop-loss orders which can move the price further.
After a stop hunt, the market typically reverses, leaving stop hunted traders behind.
It is best to avoid using stop-loss orders and leveraged trading during these hours of the week.
◽ When’s the best time to make decisions
During some hours of the week the trading volume usually decreases; at these times, most traders are inactive and do not participate in transactions.
Therefore, the price changes that occur during these times lack conviction.
It is better to make decisions when there are more active traders in the market. At these periods, a relatively high trading volume is usually observed.
How it works
First, it calculates the average traded volume of each period (for example Monday 9:00 AM) from the first bar to the last bar. It then calculates the ratio of the average traded volume in each period to the average traded volume per week. Finally, the result is displayed as a percentage in each cell.
Different values are distinguished by different background colors. Light colors are used for low values and dark colors are used for high values.
Limits
It only works in the 1 hour time frame.
Samples
Stock => AAPL
Futures => ES1!
Forex => EURUSD
Key Levels (Time Frames - Weekly,Monthly,Quarterly,Yearly)This indicator plots the 4h, Daily, Weekly, Monthly, Quarterly, Yearly Open High, Low and Mids.
You can watch how these institutional trading levels work as support and resistance.
Most Important you can add alerts to these levels with a few clicks.
Just add/remove unnecessary levels for scaling problems.
For any error/suggestion/improvement just let me know.
Média 8, 21, 56, 200 SEMANAL - Augusto BackesFique tranquilo, aqui tem todas as médias que o Backes utiliza dentro de um indicador só, aproveite :)
weekly MapThis indicator shows the highest and lowest level of the previous week in the current week. This area is also divided into 4 sections that can be controlled from the settings section.
High Low Open Mid Ranges & Levels (Multi-Timeframe)This indicator automatically plots the chosen timeframe's high, low, mid point and open. These levels on higher timeframes act as support and resistance levels on lower timeframes, helping find entries, stoploss and profit targets.
Most common timeframes to choose are Daily, 1W, 1M, and 3M. Other timeframes that are good include, 2D, 2W and 2M.
For example, you can see in the snapshot below, we are on the 4hr TF showing those levels from the 2W. This historical 2W zone (open and mid) was (and currently still is) resistance. You can see it also provided a good entry to go short.
This is also useful for intraday scalping. Below, we are on the 15min TF with levels set on the 2D timeframe. You can see how the Open and Mid levels acted as resistance, providing good entries on range trades, with take profit set at the previous 2D low.
There is also a table which tells you all the main TFs high, low, open, and mid levels. They are the most important ones to look out for.
This indicator should not be used in isolation; it is best to pair it up with other TA such as orderblocks, S/D zones, S&R or overlay indicators.
Price Range TableThe table shows the ranking of the price as a percentage relative to the past candles.
100 ~ highest price of the time frame
0 ~ lowest price of the time frame
Swing VWAP Weekly Stock and Crypto StrategyThis is a simple yet very efficient swing strategy designed for crypto and stock market, using big timeframes.
Its main component is VWAP weekly, so for best scenarios its better to use big timeframes such as 8h+.
The rules for entry are simple:
If our close if above vwap weekly we enter long .
If our close is below vwap weekly we enter short.
We exit from the trade, when a reverse condition than the entry one is triggered.
Because this strategy has no risk management inside, I recommend to be careful with it.
If you have any questions, let me know
MTF Key Levels - Support and ResistanceThis indicator shows how to Multi Time Frame (MTF) interpret levels:
Watch how price acts around these levels and how they can act as support/resistance and can be used as great confluence levels for your technical analysis.
This indicator displays:
VWAP Levels
Daily / Weekly / Monthly / Yearly
Within the chart above I have marked out how displaying these VWAP levels can provide support and resistance levels to be aware of.
Daily – Weekly - Monthly – Yearly Levels
O = Open / H = High / L = Low
pO = Previous Open / pH = Previous High / pL = Previous Low / pEQ = Previous Equlibrium
Having previous Low/High levels makes you aware of Swing Failure Patterns (SFP). Also the daily/weekly/monthly opening and previous opening can assist with the trend.
Daily Open: Gives you an idea who is in control for the day. This level very often acts as strong support or resistance.
Weekly Open: Indicates where the price is within the higher timeframe.
Monthly Open & Yearly Levels: Overview of direction for the whole month without looking at a monthly chart and Yearly chart
Line Options
Within the line options you can choose to have a clean chart and display a “short line”. These line length can be adjusted by the user.
Line just to the right.
Line across the screen.
Disclaimer: The Monthly and Yealy VWAP will only show on higher timeframes this is due to restriction of how many candles can be shown on the chart. The candles displayed need to go back to either the start of the month of year to be able to calculate their VWAPs.
DAYOFWEEK performance1 -Objective
"What is the ''best'' day to trade .. Monday, Tuesday...."
This script aims to determine if there are different results depending on the day of the week.
The way it works is by dividing data by day of the week (Monday, Tuesday, Wednesday ... ) and perform calculations for each day of the week.
1 - Objective
2 - Features
3 - How to use (Examples)
4 - Inputs
5 - Limitations
6 - Notes
7 - Final Tooughs
2 - Features
AVG OPEN-CLOSE
Calculate de Percentage change from day open to close
Green % (O-C)
Percentage of days green (open to close)
Average Change
Absolute day change (O-C)
AVG PrevD. Close-Close
Percentage change from the previous day close to the day of the week close
(Example: Monday (C-C) = Friday Close to Monday close
Tuesday (C-C) = Monday C. to Tuesday C.
Green % (C1-C)
Percentage of days green (open to close)
AVG Volume
Day of the week Average Volume
Notes:
*Mon(Nº) - Nº = Number days is currently calculated
Example: Monday (12) calculation based on the last 12 Mondays. Note: Discrepancies in numbers example Monday (12) - Friday (11) depend on the initial/end date or the market was closed (Holidays).
3 - How to use (Examples)
For the following example, NASDAQ:AAPL from 1 Jan 21 to 1 Jul 21 the results are following.
The highest probability of a Close being higher than the Open is Monday with 52.17 % and the Lowest Tuesday with 38.46 %. Meaning that there's a higher chance (for NASDAQ:AAPL ) of closing at a higher value on Monday while the highest chance of closing is lower is Tuesday. With an average gain on Tuesday of 0.21%
Long - The best day to buy (long) at open (on average) is Monday with a 52.2% probability of closing higher
Short - The best day to sell (short) at open (on average) is Tuesday with a 38.5% probability of closing higher (better chance of closing lower)
Since the values change from ticker to ticker, there is a substantial change in the percentages and days of the week. For example let's compare the previous example ( NASDAQ:AAPL ) to NYSE:GM (same settings)
For the same period, there is a substantial difference where there is a 62.5% probability Friday to close higher than the open, while Tuesday there is only a 28% probability.
With an average gain of 0.59% on Friday and an average loss of -0.34%
Also, the size of the table (number of days ) depends if the ticker is traded or not on that day as an example COINBASE:BTCUSD
4 - Inputs
DATE RANGE
Initial Date - Date from which the script will start the calculation.
End Date - Date to which the script will calculate.
TABLE SETTINGS
Text Color - Color of the displayed text
Cell Color - Background color of table cells
Header Color - Color of the column and row names
Table Location - Change the position where the table is located.
Table Size - Changes text size and by consequence the size of the table
5 - LIMITATIONS
The code determines average values based on the stored data, therefore, the range (Initial data) is limited to the first bar time.
As a consequence the lower the timeframe the shorter the initial date can be and fewer weeks can be calculated. To warn about this limitation there's a warning text that appears in case the initial date exceeds the bar limit.
Example with initial date 1 Jan 2021 and end date 18 Jul 2021 in 5m and 10 m timeframe:
6 - Notes and Disclosers
The script can be moved around to a new pane if need. -> Object Tree > Right Click Script > Move To > New pane
The code has not been tested in higher subscriptions tiers that allow for more bars and as a consequence more data, but as far I can tell, it should work without problems and should be in fact better at lower timeframes since it allows more weeks.
The values displayed represent previous data and at no point is guaranteed future values
7 - Final Tooughs
This script was quite fun to work on since it analysis behavioral patterns (since from an abstract point a Tuesday is no different than a Thursday), but after analyzing multiple tickers there are some days that tend to close higher than the open.
PS: If you find any mistake ex: code/misspelling please comment.
Naked - Daily Weekly MonthlyUser request for Naked Daily Weekly Monthly Opens.
This indicator plots the Daily Weekly Opens (the day after day after creation), they then will stay on the chart until a candle close is completed on the other side of the plot.
In the above chart picture you can see how previous monthly and daily opens have acted as support and resistance.
Thanks go to:
StackOverFlow Bjorn Mistiaen
BTC top bottom weekly oscillatorThis indicator is based on the 20 weekly simple moving average and it could be used to help finding potential tops and bottoms on a weekly BTC chart.
This version uses an "oscillator" presentation, it fluctuates around the value zero.
The indicator plots 0 when the close price is near the 20 weekly moving average.
If it's below 0 it reflects the price being below the 20 weekly moving average, and opposite for above.
IT's possible to see how many times the price has hit the 0.5 coef support. In one case it hit 0.6 showing that the 0.5 support can be broken.
The indicator is calculated as Log(close / sma(close))
Instructions:
- Use with the symbol INDEX:BTCUSD so you can see the price since 2010
- Set the timeframe to weekly
Optionals:
- change the coef to 0.6 for a more conservative bottom
- change the coef to 0.4 for a more conservative top
BTC top bottom weekly bandsThis indicator is based on the 20 weekly simple moving average and it could be used to help finding potential tops and bottoms on a weekly BTC chart.
When using the provided "coef" parameter set to the default of 0.5 it shows how most bottoms since 2013 have hit the lower band of this indicator.
The lower band is calculated as exp(coef) * sma(close)
Instructions:
- Use with the symbol INDEX:BTCUSD so you can see the price since 2010
- Set the timeframe to weekly
- Use logarithmic chart (toggle "log" on)
Optionals:
- change the coef to 0.6 for a more conservative bottom
- change the coef to 0.4 for a more conservative top
Return by day of the weekBuy on Mondays sell on Tuesdays.
Just a simple tracking of returns.
It works only on the weekly charts
Yesterdays & Last Weeks High Low Close ExtensionsPlots the Extensions of Yesterdays and Last Weeks High Low Close
Unfortunately all of the levels wont always show therefore it is good use this in conjunction with my Levels script
I tried to combine the 2 scripts but doing so gave me memory overload errors in Tradingview thats why I have made them separate
Replay Mode - Check HTF CandleThis indicator is intended to be used while using Replay Mode.
A vertical line will be drawn when you can safely check the 4H, Daily, or Weekly candle without seeing future price.
It is similar to the built-in Session Breaks, but has the benefit of not needing to remove one candle before checking the Daily.
When the line is the color of your 4H settings, it is safe to check the 4H candle.
When the line is the color of your Daily settings, it is safe to check the 4H and Daily candles.
When the line is the color of your Weekly settings, it is safe to check the 4H, Daily and Weekly candles
Replay Mode - Check Daily/WeeklyThis indicator is intended to be used while using Replay Mode.
It is similar to the built-in Session Breaks, but has the benefit of not needing to remove one candle before checking the Daily.
When on an intraday chart (timeframe less than Daily), a vertical line will be drawn when you can safely check the Daily or Weekly candle without seeing future price.
When the line is the color of your Daily settings, it is safe to check the Daily candle.
When the line is the color of your Weekly settings, it is safe to check both the Daily and Weekly candle.