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Seasonal Performance for Stocks & Crypto The Seasonal Performance indicator quickly allows you to see if you are in a bullish or bearish time of year for an underlying security and where the current performance stacks up compared to the same time of year historically. Table is fully customizable from colors to what data to see. Table Displays Average Performance Best Performance Worst Performance Last Performance Current Performance Note this indicator will only work with Stocks, ETF's, Index's or Crypto.

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by Amphibiantrading

XAUXXX This simple script is meant to get around the limitations some data providers have, in terms of the length of historical data they choose to provide traders. Inspired by OANDA's XAUCAD pair only having data as far back as 2005, whereas XAUUSD has data back to to the 19th century. By taking the OHLC data from XAUUSD and multiplying it by the price of USD in a desired currency you are able to see further back in time, the limitation now being the length of FX data available instead of the price of Precious metal / currency pair. As shown in the chart you can now see the price of Gold in CAD as far back as the late 1960s, a nearly half century of data uncovered for all to see!

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How To Import And Offset CSV Data Example method of how to import, offset, and plot ‎CSV data using an array. NOTICE: This is an example script and not meant to be used as an actual strategy. By using this script or any portion thereof, you acknowledge that you have read and understood that this is for research purposes only and I am not responsible for any financial losses you may incur by using this script!

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Probabilities Module - The Quant Science This module can be integrate in your code strategy or indicator and will help you to calculate the percentage probability on specific event inside your strategy. The main goal is improve and simplify the workflow if you are trying to build a quantitative strategy or indicator based on statistics or reinforcement model. Logic The script made a simulation inside your code based on a single event. For single event mean a trading logic composed by three different objects: entry, take profit, stop loss. The script scrape in the past through a look back function and return the positive percentage probability about the positive event inside the data sample. In this way you are able to understand and calculate how many time (in percentage term) the conditions inside the single event are positive, helping to create your statistical edge. You can adjust the look back period in you user interface. How can set up the module for your use case At the top of the script you can find: 1. entry_condition : replace the default condition with your specific entry condition. 2. TPcondition_exit : replace the default condition with your specific take profit condition. 3. SLcondition_exit : replace the default condition with your specific stop loss condition.

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by thequantscience

Dynamic Array Table (versatile display methods)Library "datTable" Dynamic Array Table.... Configurable Shape/Size Table from Arrays Allows for any data in any size combination of arrays to join together with: all possible orientations! filling all cells contiguously and/or flipping at boundaries vertical or horizontal rotation x/y axis direction swapping all types array inputs for data. please notify of any bugs. thanks init(_posit) Get Table (otional gapping cells) Parameters: _posit : String or Int (1-9 3x3 grid L to R) Returns: Table coords() Req'd coords Seperate for VARIP table, non-varip coords add Add arrays to display table. coords reset each calc uses displaytable object, string titles, and color optional array, and second line optional data array.

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columns Library "columns" Error Tolerant Matrix Setter/Getter Operations. Easy ways to add/remove items into start and end of Columns as well as arrays to grow and shrink matrix. if mismatched sizes occur the typified NA value will be there to prevent catastrophic crashing. Rows and Columns are split into 2 libraries due to limitations on number of exports as well as ease of style (columns.shift(), rows.pop() ) pop(_matrix) do pop last Column off of matrix Parameters: _matrix : Matrix To Edit Returns: Array of Last Column, removing it from matrix shift(_matrix) do shift the first Column off of matrix Parameters: _matrix : Matrix To Edit Returns: Array of First Column, removing it from matrix get(_matrix, _clmnNum) retrieve specific Column of matrix Parameters: _matrix : Matrix To Edit _clmnNum : Column being Targeted Returns: Array of selected Column number, leaving in place push(_matrix, _clmnNum, _item) add single item onto end of Column Parameters: _matrix : Matrix To Edit _clmnNum : Column being Targeted _item : Item to Push on Column Returns: shifted item from Column start push(_matrix, _array) add single item onto end of matrix Parameters: _matrix : Matrix To Edit _array : Array to Push on Matrix Returns: Void unshift(_matrix, _clmnNum, _item) slide single item into start of Column remove last Parameters: _matrix : Matrix To Edit _clmnNum : Column being Targeted _item : Item to Unshift on Column Returns: popped item from Column end unshift(_matrix, _array) add single item into first Column of matrix Parameters: _matrix : Matrix To Edit _array : Array to unshift into Matrix Returns: Void set(_matrix, _clmnNum, _array) replace an array to an existing Column Parameters: _matrix : Matrix To Edit _clmnNum : Column being Targeted _array : Array to place in Matrix Returns: Column that was replaced insert(_matrix, _clmnNum, _array) insert an array to a new Column Parameters: _matrix : Matrix To Edit _clmnNum : Column being Targeted _array : Array to place in Matrix Returns: void slideDown(_matrix, _array) add single item onto end of Column Parameters: _matrix : Matrix To Edit _array : Array to push to Matrix Returns: shifted first Column slideUp(_matrix, _array) add single item onto end of Column Parameters: _matrix : Matrix To Edit _array : Array to unshift to Matrix Returns: poppeed last Column pullOut(_matrix, _clmnNum) add single item onto end of Column Parameters: _matrix : Matrix To Edit _clmnNum : Column being Targeted Returns: removed selected Column

Library

rows Library "rows" Error Tolerant Matrix Setter/Getter Operations. Easy ways to add/remove items into start and end of rows as well as arrays to grow and shrink matrix. if mismatched sizes occur the typified NA value will be there to prevent catastrophic crashing. columns and rows are split into 2 libraries due to limitations on number of exports as well as ease of style (columns.shift(), rows.pop() ) pop(_matrix) do pop last row off of matrix Parameters: _matrix : Matrix To Edit Returns: Array of Last row, removing it from matrix shift(_matrix) do shift the first row off of matrix Parameters: _matrix : Matrix To Edit Returns: Array of First row, removing it from matrix get(_matrix, _rowNum) retrieve specific row of matrix Parameters: _matrix : Matrix To Edit _rowNum : Row being Targeted Returns: Array of selected row number, leaving in place push(_matrix, _rowNum, _item) add single item onto end of row Parameters: _matrix : Matrix To Edit _rowNum : Row being Targeted _item : Item to Push on Row Returns: shifted item from row start push(_matrix, _array) add single item onto end of matrix Parameters: _matrix : Matrix To Edit _array : Array to Push on Matrix Returns: Void unshift(_matrix, _rowNum, _item) slide single item into start of row remove last Parameters: _matrix : Matrix To Edit _rowNum : Row being Targeted _item : Item to Unshift on Row Returns: popped item from row end unshift(_matrix, _array) add single item into first row of matrix Parameters: _matrix : Matrix To Edit _array : Array to unshift into Matrix Returns: Void set(_matrix, _rowNum, _array) replace an array to an existing row Parameters: _matrix : Matrix To Edit _rowNum : Row being Targeted _array : Array to place in Matrix Returns: row that was replaced insert(_matrix, _rowNum, _array) insert an array to a new row Parameters: _matrix : Matrix To Edit _rowNum : Row being Targeted _array : Array to place in Matrix Returns: void slideDown(_matrix, _array) add single item onto end of row Parameters: _matrix : Matrix To Edit _array : Array to push to Matrix Returns: shifted first row slideUp(_matrix, _array) add single item onto end of row Parameters: _matrix : Matrix To Edit _array : Array to unshift to Matrix Returns: popped last row pullOut(_matrix, _rowNum) add single item onto end of row Parameters: _matrix : Matrix To Edit _rowNum : Row being Targeted Returns: removed selected row

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FUNCTION: Limited Historical Data Workaround FUNCTION: Limited Historical Data Workaround If you are working with bitcoin weekly charts, or any other ticker with a low amount of price history this function may help you out. For example you want to apply indicators to some shitcoin that just launched? This can help you. It can be frustrating to use certain built-ins since they will only give an output once the full lookback length is available. This function allows you to avoid that situation and start plotting things with almost no history whatsoever! In this example code we do it by utilizing a replacement for the built in pine SMA function. This function allows us to pass a series instead of just a simple int to the length variable of the SMA. This can be achieved with all the pine built ins and I believe @pinecoders has a publication already detailing many of them with full coded examples. Then we replace the length of the SMA with the custom history function. It checks to see if the current bar index is less than the length of the function. Then if it is, it changes the length to the bar index allowing us to get plots and series earlier than otherwise possible.

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by theheirophant

TradingCube : Moving Average : Data table Plots moving average both EMA as well as SMA on Multiple timeframes at once in a Tabular Format for rapid indication of momentum shift as well as slower-moving confirmations. Displays EMA/SMA 5 8, 13, 21,34,55,89,100,200,400 by default as well as provide the users the flexibility to choose the timeframe as per their set up.

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Bitcoin OnChain & Other Metrics Hi all, In these troubled times, going back to fundamentals can sometimes be a good idea 😊 I put this one up using data retrieved from “Nasdaq Data Link” and their “Blockchain.com” database. Here is a good place to analyses some Bitcoin data “outside” its price action with 25 different data sets. Just go to the settings menu and display the ones you are interested in. If you want me to add more metrics, feel free to DM or comment below! Hope you enjoy 😉

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Signal_Data_2021_09_09__2021_11_18 Library "Signal_Data_2021_09_09__2021_11_18" Functions to support my timing signals system import_start_time(harmonic) get the start time for each harmonic signal Parameters: harmonic : is an integer identifying the harmonic Returns: the starting timestamp of the harmonic data import_signal(index, harmonic) access point for pre-processed data imported here by copy paste Parameters: index : is the current data index, use 0 to initialize harmonic : is the data set to index, use 0 to initialize Returns: the data from the indicated harmonic array starting at index, and the starting timestamp of that data

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DataCleaner Library "DataCleaner" Functions for acquiring outlier levels and acquiring a cleaned version of a series. outlierLevel(src, len, level) Gets the (standard deviation) outlier level for a given series. Parameters: src : The series to average and add a multiple of the standard deviation to. len : The The number of bars to measure. level : The positive or negative multiple of the standard deviation to apply to the average. A positive number will be the upper boundary and a negative number will be the lower boundary. Returns: The average of the series plus the multiple of the standard deviation. cleanUsing(src, result, len, maxDeviation) Returns an array representing the result series with (outliers provided by the source) removed. Parameters: src : The source series to read from. result : The result series. len : The maximum size of the resultant array. maxDeviation : The positive or negative multiple of the standard deviation to apply to the average. A positive number will be the upper boundary and a negative number will be the lower boundary. Returns: An array containing the cleaned series. clean(src, len, maxDeviation) Returns an array representing the source series with outliers removed. Parameters: src : The source series to read from. len : The maximum size of the resultant array. maxDeviation : The positive or negative multiple of the standard deviation to apply to the average. A positive number will be the upper boundary and a negative number will be the lower boundary. Returns: An array containing the cleaned series. outlierLevelAdjusted(src, level, len, maxDeviation) Gets the (standard deviation) outlier level for a given series after a single pass of removing any outliers. Parameters: src : The series to average and add a multiple of the standard deviation to. level : The positive or negative multiple of the standard deviation to apply to the average. A positive number will be the upper boundary and a negative number will be the lower boundary. len : The The number of bars to measure. maxDeviation : The optional standard deviation level to use when cleaning the series. The default is the value of the provided level. Returns: The average of the series plus the multiple of the standard deviation.

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Function - Sequence From Series Function to create a array from a sample taken from a series (ex:. close, hlc3...).

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by RicardoSantos

Volume Panel Displays volume data in panel on bottom right of screen. Shows current bar, change from last bar and average of last 20 bars. This number can be changed in settings if you wish to have the average calculated on a different amount of bars.

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TA Information Panel Multiple Information Panel using tables.

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by RicardoSantos

Data Gap Pointer Updating the v3 script made by u/Lemrin + some mods What this does: Paints a blue "down arrow" pointer at an intraday bar that has occurred with a skip (e.g. a 1min bar that occurs a few minutes after the previous bar) Checks for whether the market is open, and only paints arrows if inside open hours (because Extended Hours have lots of bar gaps)

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Pattern Recognition Probabilities [racer8]Brief 🌟 Pattern Recognition Probabilities (PRP) is a REALLY smart indicator. It uses the correlation coefficient formula to determine if the current set of bars resembles that of past patterns. It counts the number of times the current pattern has occurred in the past and looks at how it performed historically to determine the probability of an up move, down move, or neutral move. I'd like to say, I'm proud of this indicator 😆🤙 This is the SMARTEST indicator I have ever made 🧠🧠🧠 Note: PRP doesn't give you actual probabilities, but gives you instead the historical occurrences of up, down, and neutral moves that resulted after the pattern. So you can calculate probabilities based on these valuable statistics. So for example, PRP can tell you this pattern has historically resulted in 55 up moves, 20 down moves, and 60 neutral moves. Parameters 🌟 You can adjust the Pattern length, Minimum correlation, Statistics lookback, Exit after time, and Atr multiplier parameters. Pattern length - determines how long the pattern is Minimum correlation - determines the minimum correlation coefficient needed to pass as a similiar enough pattern. Statistics lookback - lookback period for gathering all the patterns in the past. Exit after time - determines when exit occurred (number of periods after pattern) ; is the point that represents the pattern's result. Atr multiplier - determines minimum atr move needed to qualify whether result was an up/down move or a neutral move. If a particular historical pattern resulted in a move that was less than the min atr, then it is recorded as a neutral move in the statistics. Thanks for reading! 🙏 Good luck 🍀 Stay safe 😷 Drink lots of water💧 Enjoy! 🥳 and Hit the like button! 👍

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Technical Analyst by DGT Who needs a Technical Analyst? yes I can hear someone is asking for, and here is one that can help you with technical analysis The analyst will present a technical anlaysis report at a glance calculated by the most popular technical indicators , and the good part, the anlayst will do it voluntarily technical skills of the analyst: - experienced an all markets - ability to interpret moving averages - ability to interpret volume changes - ability to interpret trend folowing indicators such as: * directional movement index (dmi), identify trend strength and trend direction * complex ichimoku cloud , identify trend stregth, and tk crosses - ability to interpret oscillators such as: * relative strength index, identify oversold overbought levels, identify the rsi flow * commodity channel index, identify oversold overbought levels * awesome identify if grawing or falling * macd if bullish or bearish, and macd histogram if grawing or falling - ability to calculate probability and its trend - non-stop hardworker, - available 7/24, - highly dedicated always on duty, - open for new ideas and willing to learn - upon request the analyst will create reports with custom settings of your choise the analyst is not a decition maker, trading success is all about following your trading strategy and the analyst aims to help with the presented reports calculated by the most popular technical indicators the analyst supports 9 of the popular technical indicators and is willing to learn more , please share your comments and feedbacks and help the analyst improve skills cheers! Disclaimer : The script is for informational and educational purposes only. Use of the script does not constitutes professional and/or financial advice. You alone the sole responsibility of evaluating the script output and risks associated with the use of the script. In exchange for using the script, you agree not to hold dgtrd PulseWire user liable for any possible claim for damages arising from any decision you make based on use of the script

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Terminal : Important U.S Indices Change (%) Data Hello. This script is a simple U.S Indices Data Terminal. You can also set the period to look back manually in the menu. In this way, an idea can be obtained about Major U.S Indices. Features Value changes on a percentage basis (%) Recently, due to increasing interest, the NQNACE index has been added. Index descriptions are printed on the information panel. Sentiment NYSE ARCA and AMEX indices added. Indices SP1! : S&P 500 Futures Index DJI : Dow Jones Industrial Average Index NDX : Nasdaq 100 Index RUT : Russell 2000 Index NYA : NYSE Composite Index OSX : PHLX Oil Service Sector Index HGX : PHLX Housing Sector Index UTY : PHLX Utility Sector Index SOX : PHLX Semiconductor Sector Index SPSIBI : S&P Biotechnology Select Industry Index XNG : NYSE ARCA Natural Gas Index SPGSCI : S&P Goldman Sachs Commodity Index XAU : PHLX Gold and Silver Sector Index SPSIOP : S&P Oil and Gas Exploration and Production Select Industry Index GDM : NYSE ARCA Gold Miners Index DRG : NYSE ARCA Pharmaceutical Index TOB : NYSE ARCA Tobacco Index DFI : NYSE ARCA Defense Index NWX : NYSE ARCA Networking Index XCI : NYSE ARCA Computer Technology XOI : AMEX Oil Index XAL : AMEX Airline Index NQNACE : Nasdaq Yewno North America Cannabis Economy Index

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Terminal : USD Based Stock Markets Change (%)Hello. This script is a simple USD Based Stock Markets Change (%) Data Terminal. You can also set the period to look back manually in the menu. In this way, an idea can be obtained about Countries' Stock Markets. And you can observe the stock exchanges of relatively positive and negative countries from others. Features Value changes on a percentage basis (%) Stock exchange values are calculated in dollar terms. Due to the advantage of movement, future data were chosen instead of spot values on the required instruments. Stock Markets Usa : S&P 500 Futures Japan: Nikkei 225 Futures England: United Kingdom ( FTSE ) 100 Australia: Australia 200 Canada: S&P / TSX Composite Switzerland: Swiss Market Index New Zealand: NZX 50 Index China: SSE Composite (000001) Denmark: OMX Copenhagen 25 Index Hong-Kong: Hang Seng Index Futures India: Nifty 50 Norway: Oslo Bors All Share Index Russia: MOEX Russia Index Sweden: OMX Stockholm Index Singapore: Singapore 30 Turkey: BIST 100 South Africa: South Africa Top 40 Index Spain: IBEX 35 France: CAC 40 Italy: FTSE MIB Index Netherlands: Netherlands 25 Germany : DAX Regards.

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General Data Terminal Hello. This script is a simple General Data Terminal. You can also set the period to look back manually in the menu. In this way, an idea can be obtained about Global Markets. Note : TIO = Iron Ore Regards.

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Basic Cryptocurrency Terminal Hello, This script is a simple Cryptocurrency Terminal. It serves the same purpose as Heatmaps. You can also set the period to look back manually in the menu. Major Cryptocurrencies are taken into account. And various Blockchain data are shown in the information panel. In this way, an idea can be obtained about Cryptocurrency Market. It is visually more convenient and clear to use in an indicator window under the chart, not on the chart, as follows: Regards.

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Open Interest Market Facilitation Index Original script from ChartChampions : Let's start. This script was created by using Open Interest instead of Volume in the Market Facilitation Index. Thus, it can make a difference in the Future and CFD Markets. If your financial instrument is not from these markets, that is, if Open Interest is not used, you can choose Volume. You can set "FUTURES" and "OTHERS" from the menu. If you use the Open Interest (FUTURES) option in the menu on 1W bars and defined Future markets, it will not repaint. This is the best use for Open Interests, as data is extracted from Quandl and CFTC COT reports are published once a week. Color Change Rules : In my version : Green Bars = Green Fade Bars = Orange Fake Bars = Blue Squat Bars = Red To show the difference in the presentation, both the Futures option using Open Interest and the Others option using Volume were published to compare. You can observe the difference. Best regards.

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In-depth global business and economic analysis Comprehensive trading education and market insights