Orderbook heatmap

Join UK's Top 10 Online Bookies Find the 10 Best Bonuses for you! 18+ Bet Safely. Your Search for the Best Betting Site in the UK, Ends Today Check Out our Selection & Order Now. Free UK Delivery on Eligible Orders Orderbook heatmap is a graphical representation of historical orderbook snapshot. Each price level and its amount of pending orders is visualized as a blue rectangle, the brighter color the more limit orders. With it, you can graphically observe the interaction between the order book and the price This repo implements a live limit order book heatmap, resting limit orders graph and a buffered time & sales log. Market data is received through a custom Binance WS client, which feeds data into a simple orderbook structure, responsible for keeping track of all market deltas and returning snapshots to the D3 visualizations max heatmap size bid/ask level

In the free plan you get 5M and 1H timeframes, orderbook heatmap and trades counter. It is not necessary to create a user account. If you like working with orderbook heatmaps and only basic indicators like bbands or fibs, Tensorcharts are far better than the currently most popular free charting app Cryptowatch Abbildung 1 - Quelle Julien Schroeter , 31 Mai 2014 , Limit Orderbook reconstruction, visualisation and statistical analysis of the order flow , ETH Zürich. Die Abbildung 2 zeigt ein aktuelles Beispiel aus dem SuP 500 Future , die grafische Darstellung ist deutlich besser sichtbar und die Rückschlüsse um den Orderflow zu analysieren deutlich besser. Abbildung 2 - Heatmap SuP 500 Future. The heatmap gave us a clear view of how the entire limit order book and traded volume evolve over time enabling us to get faster and deeper insights into market dynamics. Let me explain it further. Regular charts, such as bar chart, are two dimensional, (price and time). When you use a heatmap you add another dimension so in this case it also let you see the historical sizes at each price/time. You're looking at every order placed on the books within the price range on the right (even the unfilled ones) graphed over time during market hours as a heatmap. This shows the concentration of orders around certain price points that help explain the movement of the stock price. Q: Why no premarket or after-hours

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Ultimate day trading software. Orders/trades heatmaps and counters. Visualization of S/R levels, advanced order book, volume/speed alarms and more. Cryptocurrencies, Forex (coming soon The heatmap shows the historical limit order book (historical liquidity). With the help of the heatmap, you can quickly grasp which price levels are trusted by the market, allowing you to rapidly react to changes in sentiment. Read liquidity like a map, and locate better trading opportunities. Details about features . Start with Bookmap in 3 simple steps. 01 Get Software. Register to Bookmap. ETH-USD Pump Monitor, Ethereum Full order book and all trades history with buying and selling weight indicato Bare with me this is still a work in progres

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www.tensorcharts.comDaytrading webapp. Orders/trades heatmaps and counters. Visualization of S/R levels, advanced order book, volume/speed alarms and more.. It's with its orderbook heatmap that BookMap excels. But then you have to consider that although there are a number of great options for BookMap's customizable columns, by using them to create a pseudo-traditional DOM, the actual display is not especially good. Jigsaw is the clear winner for me if you want to use a traditional DOM. Although it still has some minor annoyances - namely no.

Real-Time Binance DOGE/BRL Dogecoin to Brazilian Real Market Charts Combined Order Book - CoinLobster. ×. Oh, hi! We're building the next generation of crypto trading tools, because we think the ones that exist are a bit crab. Sign up to be the first to get updates or tweet us your feedback/ideas at @CoinLobster. Show All. Show All Show Only Futures Show Only Spot. BTC/USD Chart below is a combined cumulative order book view. At the top right of this message you can switch horizontal axis to display selected currency or a relative value. Relative value shows price change as percentage. E.g. for exchange foo with the middle price point of $100, 1% value is the same as $101 in the currency view. Note that the same percentage will translate to different prices on. Order Book DOGE / BTC Dogecoin Exchange DOGE / BTC. SELL orders 180932.33245391 DOGE. Load 10 more row Order Book Heatmap is the key to a clear understanding of the crypto market Order Book Imbalance shows the ratio between an average size of buying and selling resting orders. This will allow assessing which side of the order book is trying to influence the price. For example, if the indicator shows + 50%, this indicates the interest of buyers to raise the price higher. On the other hand.

Orderbook heatmap TensorCharts Manua

Orderbook analysis. BTCUSD. , 1D. revorevo Apr 27, 2020. Looking at the Heatmap on tradinglite i can see some big orders on Bitmex at 7576, if we dont hold that theres some more support at 7480 for the short term. We got sellwalls above on Binance at 7800, 7900 and 8000 at around 500BTC each Orderbook Heatmaps. Unlock hidden patterns in the markets. Trade Everywhere. Trade across multiple exchanges with a unified interface. Backtesting. Test your strategies against historical market data. Crypto Bots. Easily build a Bitcoin bot that runs 24/7 in the cloud. Cloud Based. Everything runs in your browser, no downloads required . Paper Trading. Risk-free demo trading to get your feet. Don't ever trade Bitcoin without this indicator - Orderbook heatmaphttps://www.tensorcharts.comPeople use all sort of tools to try trade more effectively.We. Real-Time Binance DOTDOWN/USDT DOTDOWN to Tether USD Market Charts orderbook Prognosen und Analysen Nur Videos . Shoutout@KryptoNight :: TV Heatmap Pioneer. BTCUSDT, 60. VapeundTrade. Die Technologie entwickelt sich immer weiter. Wir leben im Zeitalter der Information. Doch das lustige dabei ist, dass sich viele nicht an diesen Informationen bedienen. Wir leben mittlerweile in so einer Blase aus halbherzigem Zeug, das immer weiter abgewandelt wird, bis man.

Bitfinex's order book for all cryptocurrency trading pairs Real-Time Coinbase Pro ICP/USD DFINITY to unified Stable Dollar Market Charts

GitHub - Elenchev/order-book-heatmap: OrderBook Heatmap

• Historical Orderbook Heatmap • Super-fast and handy trading platform dxFeed Bookmap is an innovative financial data visualization platform, which presents a consolidated and advanced view of the past and present order book and order flow. Utilizing an adjustable colored heatmap, it assists traders in developing their strategies by identifying significant liquidity concentrations at. Full orderbook and trades (updated every 200ms) Heatmap, Buy & Sell Volume, Bids & Asks, Open Interest, Liquidations, Funding, Mark Price and more; Any device, anywhere. TradingLite is fully web-based and supports all modern browsers, incl. most smartphones available today. This gives complete freedom to seamlessly work across your different devices. No download or installation required.

D3 OrderBook Heatma

Kapitel 10, DOM , Orderbook; Orderbook und Heatmap | Bookmap in den Webinaren; über 18 Stunden weiterer Inhalt ! Zurück. Weiter. Dieser Videokurs war für mich extrem hilfreich und letztendlich der Schlüssel für meinen Weg zum erfolgreichen Trader. Es war für mich nicht leicht, aber durch ständiges wiederholen, üben und Notizen machen hat es Klick gemacht und es haben sich bei mir. What tools exist for order book analysis and visualization? In particular, if one wanted to examine a limit order book and understand how it changes throughout the day where would you turn for software help? I've not found anything off the shelf, but I'm curious if others in this community might know of something. My preference is for free/open source that are available for R or Python, but. The order book volume is certainly not 1 million dollars - these dollars are an illusion which materializes only when the order executes. And in this case the order will never materialize because of such a grandiose price. On the other hand, if you have 1 dollar and want to buy 1,000,000 USD for it - it is 1 BTC which is real, and 1,000,000 USD which is illusory. That's why we display order. BTC-USDT Perpetual OrderBook. Select. Exchange. Price(USDT) Size(BTC) Total(BTC) BTC-USDT OrderDepth. LargeTrades Price(USDT) Size(BTC) Time. Where is the funding rates chart? click here About us. Bybt is a cryptocurrency futures trading & information platform,where you can find the Bitcoin Liquidations ,Bitcoin open interest, Grayscale Bitcoin Trust,Bitcoin longs vs shorts ratio and. BTC-USDT Pump Monitor, Bitcoin Full order book and all trades history with buying and selling weight indicato

seaborn.heatmap (data, *, vmin = None, vmax = None, cmap = None, center = None, robust = False, annot = None, fmt = '.2g', annot_kws = None, linewidths = 0, linecolor = 'white', cbar = True, cbar_kws = None, cbar_ax = None, square = False, xticklabels = 'auto', yticklabels = 'auto', mask = None, ax = None, ** kwargs) ¶ Plot rectangular data as a color-encoded matrix. This is an Axes-level. order book and thereby gives us a view of the traders' intentions. Categorizing trade volume as either taking the bid (ask) would allow us to gain insight into the direction of the upcoming price changes. To quantify this intent to trade, we look at the di erence between the bid and ask volume, called order imbalance. Chordia an

TensorCharts Crypto charting app with Orderbook Heatmap

designed to show the historical order book, which is similar to the proprietary Bookmap software. The background of the chart is a heatmap of the 20 order book levels above and below the order book price, with the lighter colours representing a higher percentage of the total order book order volume, the spheres are sized proportionally to the tick volume of the relevant OHLC bar and the blue. Advanced order flow training pack ( click for info) Institutional training - trading with price and order flow strategies ( click for info) Monthly group therapy session - 12 sessions. Market Making Scalping Manual ( click for info) Quarterly Q&A Sessions with Gary Norden. GET STARTED NOW. INSTITUTIONAL. $ 2299 Order Book trading and reading should be basic for a professional trader in order to understand how market works. It is the first source besides the so called Tape (Time & Sales) and is the direct source of second-level-market generated information - the most objective information that is derived from real positions taken in the markets by real people with real money We have designed our dashboard so it can be a one-stop shop for the user. Create charts to your comfort and type of trading through multiple timeframes, coins, indicators, drawing tools all in one place. Pricing. Basic. $ 0. Free Trail. Graphs. 10 gb of bandwidth. 3 websites

Bookmap Bookmap ist eine eigenständige Trading und Analyse Plattform und bietet dem Trader die Möglichkeit, dass Orderbuch grafisch dar zu stellen. Die grafische Darstellung in Bookmap erleichtert dem Trader die Analyse und die Trade Entscheidung ungemein, da die Limit Order´s und die abgehandelten Order´s visualisiert werden Heatmap / Orderbook Combo - DISCONTINUED Intraday Low Time-frame Scalping: New and improved Heatmap, tailored for scalping and optimized for efficiency. Clearly identify areas of High Bid/Offer quantities on a chart; Filled trades show as Dots, bright Dots indicate higher volume individual trades. Green Dots = Aggressive flow filled on the Offer. Red Dots = Aggressive flow filled on the Bid. The Orderbook provides the following information in a tabular format for every bid and ask aggregated at a given price level. Price. Quantity. Amount = Price X Quantity. A standard typical Orderbook looks like below where the price is on the X-Axis and the y-axis is cumulative order depth. Bids (buyers) on the left, asks (sellers) on the right Tensorcharts Orderbook Heatmap Tutorial 2 Tradingview Indicator Coding The Best Cryptocurrency Trading Tools To Have In Your Arsenal Tradingview In Kite Coming Soon Zerodha Platforms Script Spotlight A D Levels Tradingview Litecoin Top Cryptocurrency Icos 2018 Art Lair Currency Strength Trader Currency Strength Indicator Heatmap Hawkeye Traders Tradingview Information Imtf Currency Heat Map.

Heatmaps are a visualization of a large amount of data. They represent the touch activities of users by means of color in concentrated form. There are traps that can falsify the heatmap analysis. We present a list of five things to consider when reading a heatmap heatmap scalper chart december 17, 2019 footprint (dark) rev 2 - sierra chart orderflow template july 03, 2019 heatmap overview chart may 21, 2019 daytrader rth levels chart w/ classic tpo (combo) may 13, 2019 daytrader rth focused levels may 11, 2019 classic tpo charts may 11, 2019 classic intraday levels chart may 05, 2019 light chart package - footprint - orderbook - tpo - htf may 04, 2019. The orderbook will be queried every 2 seconds (120 seconds with ETag). It must respond to a HEAD request. The HEAD response may contain an ETag that may be any string. If two successive HEAD requests yield the same ETag, no GET request to fetch the actual orderbook will be issued. This provides both low latency and low bandwidth consumption. Example { bids : [ [ 3050.02, 0.06215041 ], [ 3050.

S5 BookMap - Stage 5 Trading Corp. S5 Bookmap demo with S5T! S5 Bookmap demo with Rithmic! The S5 BookMap is the original creator of the Depth of Market (Order Book) heat-map. The display combines detailed prints of trades being executed across the entire depth of prices. It is enhanced with an extended view of the quantity of contracts. When we search the heat map into the search bar of Power BI Market place, we found Table Heatmap as well. Table heat map is also a kind of Heat Map which is in the form for Table. We will add this Table heat map into our visualization with the same process. This is where Table Heatmap will be found in visualization. Open a new page for Table heat map and Select the Table Heatmap from the above. Advanced Charts - powered by TradingView. Use TradingView's world-class advanced charting solution on our OANDA Trade platform. Leading indicators and drawing tools include trade through charts and 65+ technical indicators. Analyse market trends using drawing tools such as Pitchforks, Gann Fans, Elliott Waves and more The next-gen Order Flow. Uncover all market actions and liquidity changes in the order book via the Heatmap view. 1M. 3M. 6M. 1Y. ∞ . BUY. $30. BUY. $81 90. BUY. $144 180. BUY. $252 360. $590. Buy Coloring schemes Imbalance & sizes DOM levels contrast Quick trading Details inspector Trades, one-by-one. Coloring schemes Coloring schemes. Find the stronges levels on the liquidity map using.

Heatmap - die grafische Darstellung des Orderbuches - VTA

The heatmap will track level II data and will put it easily to spot where a large amount of orders are standing in the way of the price. Giving you good clues on where to make the entry or exits of your operatives. Populated with realtime level II data. This indicator is filled with level II data comming straight from the broker/exchange. Multiple palettes to suit your visual needs. With. finplot / finplot / examples / heatmap.py / Jump to. Code definitions. Code navigation index up-to-date Go to file Go to file T; Go to line L; Go to definition R; Copy path Copy permalink . Cannot retrieve contributors at this time. 29 lines (24 sloc) 1.03 KB Raw Blame Open with Desktop View raw View blame #!/usr/bin/env python3: import finplot as fplt: import pandas as pd: import requests.

Cryptocurrency price map. All cryptocurrency Top 10 Top 100 Coins Tokens 15min performance 1h performance 1d performance 7d performance 1m performance 3m performance 6m performance year performance By market cap By volume By category. BTC - 0. 2 8 % B T C d o m i n a n c e 5 5 % DOGE + 4 9. 5 9 % BCH - 3. 5 5 % LTC - 2. 2 6 % XMR + 0 The innovator of the historical order book heatmap. Unlike a standard DOM, Bookmap's historical order book heatmap visually displays how the order book has changed over time. BookMap can help identify whether orders are real or not and can show you whether the market is in agreement with your homework levels. Never miss key order flow again Order Book Heatmap BTC-USDT. NOVITÀ! Da oggi su BTCSentinel puoi analizzare la Heatmap dell'Order Book BTC-USDT per una Analisi dei Flussi degli Ordini. Info generali MATIC/EUR cos'è? Prezzo Generali Rank: 16 MarketCap: 8.8 B € Circolante: 6.3 B MATIC % Var. Prezzo. 1h-0,6400%. 24h +11,3300%. 7gg +15,5000%. 30gg -1,4100% % Var. Volumi. 1h-15,2600%. 24h +58,4200%. 7gg-20,5100%. 30gg +165.

Crypto Heatmap. Everyone who bought on green days is up right now. Red days have a negative return on investment (ROI). The right column shows the percentage of days a purchase would have resulted in a positive ROI. Follow me on Twitter: @rohmeo_de Permabull - Tweets mostly crypto charts & data porn (aka ATAS is a professional trading and analytical platform designed for order flow analysis. It has all you need for fast and convenient market evaluation - Time And Sales, Level II data ( Depth of Market or DOM) and HFT algorithms tracking. ATAS platform processes the order flow data and visualizes it in an intuitive form Con l'aiuto della Order Book Heatmap si possono osservare i movimenti nel tempo di ordini BID e ASK su un determinato Exchange. Nel grafico di analisi del flusso degli ordini di BTCSentinel.com si possono notare le offerte ASK e BID che sono più scure o più chiare in base della quantità di criptovaluta in ASK o in BID in una determinata fascia di prezzo e in una determinata fascia oraria. Color modes: Solid, Saturation, Heatmap, GrayscaleHeatmap; Auto-scaling to fit all order book levels on the chart; Alerts; Hold Higher Volume and Hold Levels Options. Quantity of limit orders (or liquidity) in order book might change several times per millisecond making blink effect in other indicators. So if a trader needs to keep extremal quantities in order book he can activate Hold higher.

The heatmap aligns with an order book and shows current order volume at discrete price levels. Red bars indicate large orders, which can often serve as support or resistance levels, while blue bars indicate relatively low liquidity at a specific price level. Volume bubbles appear on the chart to show current transactions and the relative volume of trade sizes. This style of data visualization. Crypto exchanges are in a beta testing phase and are available to everyone absolutely for free in ATAS V5. To get started, you need to register your personal account and download ATAS V5 in the DOWNLOAD menu. After the expiration of 14-day DEMO period, you will still have an access to cryptocurrency markets and connectors for connecting. Funding is traded on an order book at various rates and periods. Margin trading. Bitfinex allows up to 10x leverage trading by providing traders with access to the peer-to-peer funding market. Order types. Bitfinex offers a suite of order types to give traders the tools they need for every scenario. Discover more about our most advanced Algorithmic orders types. Customizable interface.

Order Book Visualization - Wilmot

  1. The D3 graph gallery displays hundreds of charts made with D3.js, always providing the reproducible code
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  3. mzFootprint indicator combines classical Footprint and cluster chart. Footprint for NinjaTrader 8 indicator features. Footprint styles: Bid x Ask, Volume, Delta; Cluster styles: Brick, Histogram or None; Cluster scale parameter to scale clusters by bar values, by values inside chart view area or by all loaded data.By session scaling will come soon
  4. If Numbers Are Down or There's a Drop Off in Conversions, I Check Heatmaps & Recordings. See What Your Visitors Are Really Doing On Your Website. Try Hotjar Free
  5. heatmap from orderbook of limited depth (5 or 10) Market data, Trading, Technical support, Features requests, etc. ingyukoh Posts: 33 Joined: Tue Nov 26, 2019 7:06 am Been thanked: 1 time. heatmap from orderbook of limited depth (5 or 10) Post by ingyukoh » Wed Dec 11, 2019 5:13 pm If equities have order book of depth 5 or 10( as in case of Nikkei and Kospi), how to draw heatmap which should.

Daily GME Order Book Heatmap Update (12/05/2021) : Superston


OrderBook Utilities is a script, which performs several service operations on order book hob-files, created by OrderBook Recorder . The script processes a file for work symbol of the current chart. The file date is selected by means of the input parameter CustomDate (if it's filled in) or by the point where the script is dropped on the chart. Depending from the operation, useful information is. Just to be clear, what I mean about their orderbook depth is is different than time and sales. It's that you can see on the trade ladder where ALL of the limit orders are. Not just 10 rows. For example, ES is trading at 3391.5, currently all I can are the number of limit orders between 3389 and 3394.75. With bookmap you see all the limit orders that exist in the book. So say I see 1500 orders. Volume & Order Book Trading System. The Volume & Order Book Trading System is a multi-indicator system which uses DOM data to produce visual heatmaps, cluster generations and representations on charts as well as display a multifunctional Volume Profile indicator for additional volume analysis with price level analysis

Which Way Bitcoin Price? Current ‘Stablecoin’ PeriodA Complete BookMap Review

Bookmap®️ Market Data Analysis & Trading Platform 202

Net Positions Heatmap; Correlation Scanner; Probability Histogram; Open Interest Profile; Stat Analyzer; Coin screener; Pricing ; About Us; Features ; Academy; Sign In ; Sign Up ; Features. Orderbook & Trade Data. Indicators that show order flow through supply & demand based on both limit and market orders, price zones with high and low liquidity, volatility of both market and limit placed and. These stand for OrderBOOK and HeatMAP. They released the first version in 2014. Boomap is meanwhile a robust platform for the visualization of market depth data. While there are hundreds of charting tools out there, there is no other tool that compares to Bookmap. A classic charting tool not always leads to more transparency. Some have already filtered data or summarized it in advance. Some. slow day, so lets go over some basics again: the lmt order book exchanges, order types and why bigger player tend to use lmt orders, but are reliant on mkt oders to come into the mkt for fills and why their perspective on liquidity is way different then ours UI. Keyboard Shortcuts i will go over some more of the basic features of TL Font looks blurry Heatmap. i give a very basic intro into. Overlays, fill between, value bands, symbols, labels, legend, volume profile, heatmaps, etc. Can show real-time updates, including orderbook. Save screenshot. Comes with a dozen great examples. What it is not. finplot is not a web app. It does not help you create an homebrew exchange. It does not work with Jupyter Labs. It is only intended for you to do backtesting in. That is not to say that. Corso Edge Heatmap/Order Book Visuale. heatmap - Book visuale. Dove la liquidità è presente nel mercato e come la stanno trattando. la heatmap . La Heatmap è l'ultima frontiera della sintesi della liquidità presente a mercato. Può essere considerata a tutti gli effetti la massima evoluzione del classico book di negoziazione ( DOM ) in quanto rappresenta non solo in maniera visuale la.

XRP Price Can Outperform Bitcoin in the Short Term — Here

ETH/USD - Full Order Book, Trading Activity Monitor and Alert

Hyblockcapital - Cryptocurrency Tracking and analytics platform for crypto traders. Trading is becoming more sophisticated by the day as more and more traders are adopting data analytics into their strategies. support@hyblockcapital.com Bookmap™ Heatmap - MAE and MFE. Bookmap takes the market depth numerical data, also known as order book, and visualizes it graphically in a colored heatmap using a predefined colormap selected on the toolbar. This mapping is applied to both the current state of the order book (on the right side of the thin vertical timeline) and on the.

DOGE/USDT (Binance) Orderbook Heatmap + Trade RT - YouTub

Novus Trading Academy. 91 likes · 4 talking about this. Programas de formación online y presencial en Day Tradin Trading is becoming more sophisticated by the day as more and more traders are adopting data analytics into their strategies. support@hyblockcapital.co Order Book Imbalance: The ratio of the difference between the numbers of buy and sell orders to their sum. Volume Imbalance: Right-click on the Heatmap and choose Heatmap settings. 2. To hide either indicator, de-activate the checkbox to the left of the corresponding tab. 3. You can configure the following settings for Orderbook Imbalance by clicking on the Orderbook Imbalance tab: Price. cyber!heatmap BITSTAMP ETHUSD 4h SD full or shorter x!hm bs e 4h + cyber!hm aggr b or cyber!hm aggr btc or cyber!hm aggr bitcoin for Aggregate Heatmap. cyber!vmap or x!vmap for Heatmap - Volume Clusters. short commands for Bitmex heatmaps: 1 minute heatmap - hm1m, h1. 3 minutes heatmap - hm3m, h3. 5 minutes heatmap - hm5m, h Novus Trading Academy is at Montevideo, República Oriental Del Uruguay. March 15 · Montevideo, Uruguay ·. Ante el cambio de hora en Estados Unidos en el día de ayer, estos son los horarios de la sesión RTH para los principales contratos de futuros. Dichos horarios son válidos hasta el domingo 7 de Noviembre de 2021

TensorCharts - OrderBook Heatmap [tutorial #2] - YouTub

Novus Trading Academy. 83 likes · 1 talking about this. Programas de formación online y presencial en Day Tradin Elliot-Wellen und Elliot-Korrektur-Wellen im Bitcoin-Chart. BTCUSD. , 1D Long. FaustDick vor einer Stunde. Immer wieder spannend zu sehen wie selbst bei unvorhergesehenen Kurseinbrüchen, sich die Charttechnik dennoch als ausgesprochen zuverlässig erweist und ihre Muster bildet - zumindest bis hierhin

Battle of the Orderbook Tools - Jigsaw Vs BookMa

  1. The heatmap gives us a clear view of how the entire limit order book and volume traded evolves. This enables us to have profound insights into market dynamics at a greater speed. To explain with more detail regular charts, such as bar chart, are two dimensional (price and time). When you use a heatmap, you add another dimension. In this case, it also let's you see the historical size at each.
  2. Binance DOGE/BRL - Dogecoin to Brazilian Real Charts
  3. Combined Order Book - CoinLobste


  1. Order Book DOGE/BTC - STE
  2. How order flow analysis can enhance cryptocurrency trading
  3. Orderbook — TradingVie
  4. ChartSta
  5. Don't ever trade Bitcoin without this indicator
  6. Binance DOTDOWN/USDT - DOTDOWN to Tether USD Charts
Top 5 Signs Bitcoin Is Quietly Entering a New Bull MarketHEATMAP SCALPER CHART
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