MA Deviation
Script description
A script that displays the deviation rate of the specified moving average line.
You can non-display the oscillator line by setting it.
Default setting
Moving average divergence rate : 25 SMA
Oscillator line (50) : display
Oscillator line (75) : non-display
Oscillator line (100) : non-display
スクリプトの説明
指定した移動平均線の乖離率を表示するスクリプトです。
設定によりオシレーター上の水平線の表示非表示を切り替えることができます。
デフォルト設定
移動平均乖離率：25 SMA
水平線(50)：表示
水平線(75)：非表示
水平線(100)：非表示
Cerca negli script per "摩根纳斯达克100基金风险大吗"
(JS) Double StochasticThe idea for this indicator came from looking at the Stochastic RSI. The Stochastic RSI takes the RSI reading then applies the Stochastic formula to it - an indicator on top of an indicator. Using this logic, I decided to try using a Stochastic on the existing Stochastic in order to smooth it out - hence the "Double Stochastic". I have also added the option to add RSI on to the indicator as well (with smoothing if you'd like).
Resolution:
I added this so you can look at the reading on any time frame.
K & D:
This is the standard K% and D% used with the Stochastic indicator - the numbers modify the length of their calculations.
Smooth:
This is the smoothing calculation, also from the normal Stochastic indicator.
Use Second Stochastic:
This adds a second Stochastic on to the chart for analysis.
K & D 2:
This is the parameters used to calculate the second K% and D% lines.
Smooth 2:
This is the smoothing interval for the second K% and D% lines.
Use K% and D%:
The default for this is to have it on. What it means is that you wish to see both the K% and D% lines (watching for a cross). If you turn this off, the plot switches to a K% & D% difference line. It is just one line that plots the distance between the two.
SMA Length Using Difference:
If this is on, then you can smooth the difference plot with an SMA, obviously if you just want the raw difference to plot, then set this to 1.
Use RSI:
Since both RSI and Stochastic use a 0-100 scale, I added the ability to plot the RSI along with the Stochastic. This will not plot if you are using the Difference plot, being that plot isn't on a 0-100 scale.
Smooth RSI:
I also added the ability to smooth the RSI if you'd like, you can turn this off for the standard RSI reading.
RSI Length:
This is the period of bars used to calculate the RSI.
RSI Smoothing Length:
This is the smoothing interval if you'd like to apply a moving average on the regular RSI reading.
RSI Smoothing Use EMA:
This makes the RSI smoothing use an EMA, when off an SMA is used instead.
RSI Source:
And finally, this is the source used to calculate the RSI value.
I hope that you all may find this useful, I have been using it myself with a lot of success. Any questions, please leave them in the comments, thanks!
Pyramiding Entries On Early Trends (by Coinrule)Pyramiding the entries in a trading strategy may be risky but at the same time very profitable with a proper risk management approach. This strategy seeks to spot early signs of uptrends and increase the position's size while the right conditions persist.
Each trade comes with its stop-loss and take-profit to enforce a proportional risk/reward profile.
The strategy uses a mix of Moving Average based setups to define the buy-signal.
The Moving Average (200) is above the Moving Average (100), which prevents from buying when the uptrend is already in its late stages
The Moving Average (9) is above the Moving Average (100), indicating that the coin is not in a downtrend.
The price crossing above the Moving Average (9) confirms the potential upside used to fire the buy order.
Each entry comes with a stop-loss and a take-profit in a ratio of 1-to-1. After over 400 backtests, we opted for a 3% TP and 3% SL, which provides the best results.
The strategy is optimized on a 1-hour time frame.
The Advantages of this strategy are:
It offers the possibility of adjusting the size of the position proportionally to the confidence in the possibilities that an uptrend will eventually form.
Low drawdowns. On average, the percentage of trades in profit is above 60%, and the stop-loss equal to the take-profit reduces the overall risk.
This strategy returned good returns both with trading pairs with Fiat/stable coins and with BTC. Considering the mixed trends that cryptocurrencies experienced during 2020 vs BTC, this strengthens the strategy's reliability.
The strategy assumes each order to trade 20% of the available capital and pyramids the entries up to 7 times.
A trading fee of 0.1% is taken into account. The fee is aligned to the base fee applied on Binance, which is the largest cryptocurrency exchange.
Bitcoin Binance Sentiment IndexThe divergence of the price between the futures and spot markets for perpetual contracts could be a gauge of sentiment on a traded cryptoasset.
Sentiment analysis could be used to improve the the predictive value of technical and fundamental analysis.
The price of the perpetual contract is divided by the spot price for Bitcoin on Binance and two simple moving averages of this ratio are plotted together. For graphical purposes, the ratio between the two prices has been multiplied by 100. The moving averages were chosen arbitrarily and can be changed. Values above 100 mean that the average price of the futures over the last x periods was above the spot price over the same period. Conversely, values below 100 mean that the mean price of the futures over the last x periods was below the spot price over the same period. The indicator has been created for a daily timeframe.
This indicator is clearly intended for educational purposes only and does not constitute investment advice.
If you are interested in updates on this indicator or interested on sentiment analysis, put a like, subscribe or contact me in pm.
BIO
RSI HistogramThis an experiment to visualise the famous RSI indicator within a Histogram.
Opposed to regular RSI this RSI is plotted into a Histogram and uses different scales (100 to -100), in addition it has the ability to smooth the RSI with various moving averages like HMA, JMA and KAMA.
About RSI:
The RSI measures recent performance of a given stock against its own price history performance, by combining the average gain or loss a particular security owns over a predetermined time period.
Bars can be colored in Settings (Disabled by default)
Enjoy and like if you like :)
One Percent Move Study (For your Alerts)This is a simple script that can be used to alerts. The signal1 variable goes to 100 if there is a 1% up move in a tick, and goes to -100 if there is a 1% down move in a tick for an asset. This is best on a 1 minute or 5 minute chart.
This example shows this on the DeFi exchange Uniswap for the UNI/ETH pair
Finnie's HL BREAKOUTFirst the indicators takes a range, by default it is 22 candles, then finds the highest and lowest points of said range. At this point your left with lines that follow your support and resistance in the given range (take a look by change the 100 ema in settings to 1). To take things a step further I took a 100 candle ema of the highest highest and lowest lows to not only smooth things out, but also to provide visual ques for breakouts, when closing price is above the top band the asset is considered to be breaking out.
EMA_cumulativeVolume_crossover[Strategy]This strategy is back test for EMA_cumulativeVolume_crossover
BUY
When ema50 crossover cumulative volume of 100 period
Exit
When ema50 cross down cumulative volume of 100 period
Partial Exit
for the partial profit I have used stopLoss value , but up side. When price is above partial profit and crossing down EMA 50 , exit 1/3 position
Please note when you select this setting, you see spike number of trades, that is because you closing partial number of trades. which increases the winning rate but reduces the total net profit.
Stop Loss
Defaulted to 8%
Added parameter to take LONG or SHORT trades ... on SHORT side not very good results ... you can review it and provide feedback how to improve the performance.
Short Selling
Reverse above BUY conditions
I have tested LONG trades on SPY , QQQ and AAPL on 1 Hour and 30 mins timeframes. for AAPL on DAY timeframe it shows crazy results :-)
Note
For the use of educational purposes only.
Short In Downtrend Below MA100 (Coinrule)This is a simple strategy to take advantage of downtrends. It's useful to run such a strategy as a hedge in times of market uncertainty.
The Sell Condition - Entry
The sell signal triggers when:
the coin has MA (100) greater than the price in a timeframe of 15 minutes, meaning that the coin is in a short-term downtrend.
the coin has an RSI greater than 30 in a timeframe of 15 minutes, indicating that it didn't reach oversold conditions yet, so there is still room for a further price drop.
On Coinrule, you can launch the strategy on real market conditions, setting up multiple sequential sell orders. The strategy would keep selling while the price stays below the MA(100). In that case, it's advisable to set low amounts for the sell orders. the position will grow gradually while the downtrend intensifies. Set a minimum time interval between the sell orders will also help to have control over the overall position size.
The Buy Condition - Exit
The bot connects to each trade a stop loss and a take profit. The percentages are optimized for short term trades on mid-cap coins. You can adjust the percentages depending on the specific coin you are trading. A ratio of 1:1.5 between the stop loss and the take profit could work as the strategy trades in the same direction of the trend.
Stop loss at 3% from the entry price
Take profit at 2% from the entry price
A slightly larger stop loss allows tolerating more volatility to reduce the case of stops triggering when it shouldn't.
Past and Presentas my old teacher used to say :
"We come from the past to search for the future.. but we stuck in the present looking on what lie ahead"
So this indicator based on non security MTF (HTF) set to daily
there are two type of bands
first is the present ones (color gray and red)
next is past one (based on 100 candle)
as we can that the price of the past bands and present band try to get equilibrium
once the bands depart from each other -present cross up the past then it will be bullish signal and vice versa when price depart from present band it will tend to fall to the level of our past band
since it based on EMA 100 and organised to detect resistance and support
then it easy to see when price collapse or price rise
so this is theory behind this indicator
you can try different length or different TF for better results
same 4 hour chart with week MTF
GAURs Polynomial Regression ChannelsThanks to The Sweet Lord , here is the Gaur's Polynomial Regression Channel.
Its a Polynomial Regression Channel but applied a little differently. Wont go into technical details much. Overview of options is as follows-
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Channel Options
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1. Degree of Polynomial: 1/2/3
Default = 3
Defines the degree of polynomials - 1,2,3. Note here, degree 1 will not be a straight line since its applied differently.
Try different degrees for different fits and market conditions.
2. Channel Length:
Default 30 (candles)
You can go beyond 100 or 200 candle lengths but smaller is the usual preference of Poly-Reg-channel traders. It all depends on market conditions and your style of trading. Do your research. I am usually comfortable with a range of 20-50 (in crypto markets).
3. Basis of Channel height/boundries: ATR/Manual
Default: ATR
ATR provides a dynamically adjusted entry/exit bounds of the channels. As ATR changes, the channel bounds also changes its height. It can also be fixed manually. Manual heights wont change automatically.
4. Basis of Y-Value: open/close/ sma / ema / wma /hilow
Default: close
Y- value is the y value of the (x,y) coordinates used while calculating the regression coefficients. Dont worry about it, its nothing serious.
5. Apply channel smoothning using sma?: Yes/No
Default: Yes
Without smoothning, the channel does not "look" good.
6. Shaded Area Height Percentage:
Its the extra margin for the channel. Its in percentage of the total height (defined 3 above) of channels. The shaded area provides an extra allowance for your entries or exits beyond the ATR or manual heights.
7. Plot RSI?: Yes/No
Default: Yes
Plots RSI (orange line in between the channel - its different from the dotted center line) considering the downbound of channels as 0 (oversold) and upbound of channels as 100 (overbought)
8. Plot 200 sma?: Yes/No
Default: Yes
It plots a 200 period fast (green) and 225 period slow (red) sma . I usually use two MAs. Its visually very easy to understand.
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Sample Strategy
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You can develop your own strategy with the channels. But following is just one of the ways you can trade.
Best Application: Ranging markets. But can be happily used in volatile conditions, with a little experience.
1. SMA: -- (this condition is optional really)
If green (200) is above red (225) go only long. If red is above green go only short. Defines long term trend of the market.
2. Channel slope: -- (this stuff needs practice/experience)
Depending on the channel slope, like if its tending to go up or down, you can choose to take only short or long trades. It defines short term momentum of the market.
3. ATR based heights:
Since its ATR based, the channel height are our natural entry and exit points.
Long:
When price touches lower shaded area, consider possible long entry. Exit on price entering the upper shaded area.
Short:
Enter on upper bound shaded area, exit on lower.
4. RSI:
For additional conformations. Again note, the RSI considers the lower bound of channel as 0 and upper as 100. But since, the channel moves up and down, the RSI will also move not only as RSI but also with the channel. Meaning, say if the RSI is valued at 50, then it will be near the center of the channel but since the center changes as time and price changes, the RSI valued at 50 at different times will not be at the same horizontal level respect to the graph, although it will be at the same level (center) respect to the channel.
5. PRC Channel Percentage label:
This label is at the lower side a bit ahead of the current candle. Provides you info on what is the channel percentage. This is especially helpful in crypto markets to gauge your possible percentage profit where profits can be much higher than forex or other instruments. It can also helps you select a suitable market/instrument if the channels are based on ATR.
6. Extra indicators:
I usually use stochastic along with this setup for extra conformations.
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Donate
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Use freely and donate generously if you find value. Your help will really help.
I had earlier provided BTC addresses for donations but it seems to violate TV House rules.
Hope they make TV coins redeemable in future.
- Pranav Joshi
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Extra Info
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// © cpranavjoshi
// special thanks to the "Trading View" people for providing this great platform for free
// ------------------------
// MATH
// ------------------------
// special thanks to an article on the web that provided layman friendly explanation of the maths
// unfortunately i wont be able to provide the link to that article owing to TV restrictions, though i sincerely would have liked to credit the author.
// Google search this phrase, and you should be able to get it in one of the first results - "polynomialregression Mathematics of Polynomial Regression"
// my regression math calculation is a further resolution upon the generalized matrix formula given in the that article.
// the generalized matrix looks scary but in fact its much simpler than one may assume
// the summation sign things are just float numbers that can be easily found out
// so we get a matrix with number of equations equal to the number of unknowns.
// e.g. if its a 3rd degree poly, it has 4 unknowns (c0,c1,c2,c3) with 4 equations as in the generalized matrix
// it can be resolved by simple algebra
// Note: the results have been verified with excel using same input data points.
// pine was difficult for me so i coded it in python first to verify
// ------------------------
// WHY
// ------------------------
// this script was coded because Pranav badly needed Polynomial channels (had used them in mt4 earlier)
// and at the time of this coding, i could not find any readily available script in the trading view public library ( tnx public)
// the complex math was probably the hurdle
// i m not good in maths, but by the Will of the Lord, i could resolve the issue with simple algebra and logic
// ------------------------
// PINE
// ------------------------
// i am just an average (even poor probably) programmer and pine script is not my language
// this is a humble attempt to write my first pine with whatever i could do quickly
// experts - feel free to develop if needed. have used some workarounds in drawings/plottings. rectify them if possible
//
//
// - Pranav Joshi
Market Breadth Indicator (percentage of US stocks above * SMA)This script is a revised version of jchang274's Multi-Sub script.
Add more feature from the original jchang274 script.
1.Compare 4 US STOCK INDEX ( Dowjones 30/NASDAQ100/RUSSELL2000/S&P500 ) in the same index of percentage of stocks above 20 /50/100/200 days simple moving average.
2. Use 4 index of percentage of stocks above 20 /50/100/200 days simple moving average,compare the same stock index ( Dowjones 30/NASDAQ100/RUSSELL2000/S&P500 )
How it begin?
Traders and investors use market breadth in order to assess the index’s overall health. Market breadth can be a reliable, if not an accurate, indicator of an upcoming price rise in the index. Similarly, it can also provide early warning signs for a future price decline.
What is it？
Market breadth indicators analyze the number of stocks advancing relative to those that are declining in a given index or on a stock exchange.
Market breadth refers to how many stocks are participating in a given move in an index or on a stock exchange. An index may be rising yet more than half the stocks in the index are falling because a small number of stocks have such large gains that they drag the whole index higher.
How it works?
Market breadth studies attempt to uncover strength or weakness in the movements of an index that are not visible simply by looking at a chart of the index.
Logistic EMA w/ Signals by DGTLogistic Map Equation - The logistic map connects fluid convection, neuron firing, the Mandelbrot set and so much more.
This study is an attempt to apply Logistic Map Equation in Trading
Logistic Map Equation
Xn+1 = r * Xn * (1 - Xn)
Where,
r - growth rate
Xn - percentage of theoretical maximum of measured event (from 0 to 1)
(1 - Xn) - represents constraints of the environment, presents the idea of negative feedback
For trading the measured event will be the price of the instrument (price is commonly reffered as source in mathematicall forumlations),
hence
r - growth rate can be expressed as => change(source, length) / source, expressing r in such manner mades the equation dynamic with regards to the growth rate
Xn - percentage of theoretical maximum of the price for given duration can be expressed as => source / highest(length)
Putting pieces together we are ready to plot
Printed alone does not seem to provide much useful visualization for trading, in fact not easy to interpret especially when the market is an uptrend
What it has numerically,
Provides a ratio, where sudden changes are much more reflected thanks to negative feedback nature of the logistic equation.
As we know moving average indicators are lagging and the logistic map may fit here to reduce the lag
With this study you will find application of Logistic Map Equation with combination of Exponential Moving Average (EMA)
Logistic EMA (LEMA) and LEMA COLORS
one line with user defined periods of length, where the colors of the line will change automatically depending where the value is compared to 50-100-200 moving average
Multiple LEMAs : optional – three fixed lenght of 50-100-200 period lines
LEMA Signals
Various signals are added by using LEMA and applying some common market approaches. Use with caution and with conjunction of other indicators
Thanks to @allanster for the idea
A fascinating YouTube video explaining the logistic map - “This equation will change how you see the world (the logistic map)”
Disclaimer:
Trading success is all about following your trading strategy and the indicators should fit within your trading strategy, and not to be traded upon solely
The script is for informational and educational purposes only. Use of the script does not constitute professional and/or financial advice. You alone have 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 TradingView user liable for any possible claim for damages arising from any decision you make based on use of the script
[blackcat] L3 Composite MACD-KDJ-RSI-WR-DMI Trading SystemLevel: 3
Background
The moving average convergence / divergence (MACD) indicator is a pulse oscillator that is mainly used to trade trends. Although it is an oscillator, it is not typically used to identify overbought or oversold conditions. It appears in the diagram as two lines that oscillate without limits. The crossing of the two lines provides trading signals similar to a system with two moving averages.
The KDJ indicator is a technical indicator used to analyze and predict changes in stock performance and the price patterns of a traded asset. The KDJ indicator is also known as the random index. It is a very useful technical indicator that is most commonly used in short term stock market trend analysis. KDJ is a derived form of the Stochastic Oscillator Indicator with the only difference that an additional line is called the J-line. Values of% K and% D indicate whether the security is overbought (over 80) or oversold (under 20). The moments when% K exceeds% D are the moments to sell or buy. The J line represents the deviation of the% D value from% K. The value of J can exceed for the% K and% D lines on the graph.
The Relative Strength Index (RSI) developed by J. Welles Wilder is a pulse oscillator that measures the speed and change of price movements. The RSI hovers between zero and 100. Traditionally, the RSI is considered overbought when it is above 70 and oversold when below 30. Signals can be generated by looking for divergences and error fluctuations.
Williams% R, also known as the Williams Percent Range, is a type of momentum indicator that moves between 0 and -100 and measures overbought and oversold levels. The Williams% R can be used to find entry and exit points in the market. The indicator is very similar to the stochastic oscillator and is used in the same way.
The Directional Movement Index (DMI) is an indicator developed by J. Welles Wilder in 1978 to determine in which direction asset prices are moving. The indicator does this by comparing previous highs and lows and drawing two lines: a positive movement line (+DI) and a negative movement line (-DI). The optional third line is called "Directional Movement (DX)" and it shows the difference between the two lines. When +DI is higher than -DI, the upward pressure on the price is greater than the downward pressure. If -DI is higher than +DI, the price will have greater downward pressure. This indicator can help traders assess the trend direction. Crosses between lines are sometimes used as buying and selling signals.
Function
L3 Composite MACD-KDJ-RSI-WR-DMI Trading System is a simple trading system composed of MACD-KDJ-RSI-WR-DMI together. It can produce 6 types of long entries and 3 types of short entries. It utilizes divergence effect from MACD, KDJ and RSI to detect trend reversal. 6 types of Bottom and top divergence labels are displayed in the chart together with "BUY" and "SELL".
NOTE:In order to make the actual label of the chart more clear, this script does not add stop loss and take profit functions and according labels.
Signal
b1~b3 ---> MACD, KDJ, RSI bottom divergence signal respectively, which hint bull trend may start soon.
d1~d3 ---> MACD, KDJ, RSI top divergence signal respectively, which hint bear trend may start soon.
longentry1~6 ---> with composite indicators together, 6 types of long entry signal are produced.
shortentry1~3 ---> with composite indicators together, 3 types of short entry signal are produced.
Pros and Cons
Pros:
1. excellent open-close, long-short entry signal generation with multiple powerful indicators
2. indicator resonance can help to promote the confidence level of signal and divergence alerts
Cons:
1. integration of multiple indicators is not deeply optimized. fake signal may be produced without filtering schemes
2. no range filter is added
Remarks
To celebrate number of followers exceeds 100. This is my first L3 script published.
Readme
In real life, I am a prolific inventor. I have successfully applied for more than 60 international and regional patents in the past 12 years. But in the past two years or so, I have tried to transfer my creativity to the development of trading strategies. Tradingview is the ideal platform for me. I am selecting and contributing some of the hundreds of scripts to publish in Tradingview community. Welcome everyone to interact with me to discuss these interesting pine scripts.
The scripts posted are categorized into 5 levels according to my efforts or manhours put into these works.
Level 1 : interesting script snippets or distinctive improvement from classic indicators or strategy. Level 1 scripts can usually appear in more complex indicators as a function module or element.
Level 2 : composite indicator/strategy. By selecting or combining several independent or dependent functions or sub indicators in proper way, the composite script exhibits a resonance phenomenon which can filter out noise or fake trading signal to enhance trading confidence level.
Level 3 : comprehensive indicator/strategy. They are simple trading systems based on my strategies. They are commonly containing several or all of entry signal, close signal, stop loss, take profit, re-entry, risk management, and position sizing techniques. Even some interesting fundamental and mass psychological aspects are incorporated.
Level 4 : script snippets or functions that do not disclose source code. Interesting element that can reveal market laws and work as raw material for indicators and strategies. If you find Level 1~2 scripts are helpful, Level 4 is a private version that took me far more efforts to develop.
Level 5 : indicator/strategy that do not disclose source code. private version of Level 3 script with my accumulated script processing skills or a large number of custom functions. I had a private function library built in past two years. Level 5 scripts use many of them to achieve private trading strategy.
CCI & EMA_CROSS_PaydarCCI & EMA_CROSS_Paydar
Hello everyone
This indicator is actually a very efficient oscillator,
This system is a unique combination of indicators CCI and EMA, which of course has special settings, these settings are adjusted as much as possible due to signaling.
As you can see in the picture:
CCI: the two colors line, green and red, are actually the same indicator CCI that I set to 20.
*Note that in index CCI I have set the lines +100 and -100 to +75 and -75 for less error and a stronger signal to sell or buy.
EMA: The white line, which is in the form of steps, is in fact the same indicator of EMA, which I have considered as a value of 9.
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Instructions
-> areas:
Zone +75 to +200 = positive range or incremental price or bullish
Zone +75 to -75 = Neutral range or almost constant price (no fluctuations or very wet fluctuations)
Zone -75 to -200 = single range or discount price or bearish
->How to use:
Buy = In the bearish range, if line CCI intersects line EMA upwards and goes to the neutral zone.
None = if the index (or index lines) collide in the neutral zone
Sell = In the bullish range, if line CCI intersects line EMA down and goes to the neutral zone.
-> Please comment on this system or if you have a good experience in changing the values of the indicators or it seems to you, please share.
With great respect to:
Who had published the main idea of this system.
All LinesThe objective of this script is to try to display as many overlay indicators as possible simultaneously while keeping the clutter to a minimum.
--Included are Indicators are--
sma 20 50 100 200
ema 20 50 100 200
High/Low
Bollinger bands upper/lower
Pivot points PP R1 R2 R3 S1 S2 S3
-- For Time periods --
Hour,Day,Week
--- How To Use --
Switch it on when looking for likely support or resistance areas to plot your trade.
The more lines that overlay each other indicate even greater support/resistance at that point
meaning if the price is going down it may bounce up at this area or if the price is going up it may bounce down.
Also the more visible the line the more strength it has to effect the price. This value can be edited in settings by adjusting the power value for each indicator as it can often depend on what you are trading.
--Tips--
If you want to know what the line represents hover your cursor over the dot at the end of the line and a tool tip will appear.
If there are to many circles zoom in the price more to separate them and try to hover again.
