How To Build a SIMPLE Cryptocurrency LIVE Trading Bot with Python [2023 -BEST approach]
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- Опубликовано: 3 май 2024
- Thanks for watching :-)
This video is showing the best way to construct a Python Trading bot to implement calculation based trading logic on very granular past data. It is processing real time data within a live data stream, implements a simple Trading Strategy and keeps track of buying and selling orders.
Taking this approach you can implement any kind of trading logic be it Technical indicators, Machine Learning, Support & Resistance or whatever you think gives you an edge.
Get the Notebook/Source code by becoming a Tier-3 Channel member:
/ @algovibes
Hit like and comment for Part II. I am excited for that!
Be invited to check out my other videos in the Cryptobot and Python for Finance playlists.
Binance Websocket API:
github.com/binance-us/binance...
Websocket client:
pypi.org/project/websocket-cl...
Disclaimer: This video is for educational and/or entertainment purposes only. Cryptocurrencies and automated trading bears high level of risks. Strategies are over simplified examples.
00:00 - 02:09 Trading Bot Infrastructure / DISCLAIMER!
02:09 - 05:25 Live data stream setup
05:25 - 09:48 Data processing/manipulations
09:48 - 13:52 Calculations
13:52 - 15:25 Trading Logic
15:25 - 17:09 Orders
17:09 - 18:57 Let's run it!
18:57 - 19:26 UP NEXT
#Python #Tradingbot #Crypto #binance
![How to LIVE ANALYZE the WHOLE Crypto Market [OVER 300 COINS] using Python, WS & a pinch of SQL](http://i.ytimg.com/vi/pxyaENuoZUM/mqdefault.jpg)
![CRYPTO Live Trading Bot with Python [Stoch, RSI, MACD]](http://i.ytimg.com/vi/X50-c54BWV8/mqdefault.jpg)
Great video once again!
Cant wait for the 2nd part.
Would be great to see an actual profitable trading strategy in working with the Binance API.
Thats exactly what Im trying to achieve! ❤
Thank you. Can't wait for the next part. 👍
Welcome mate, thanks a lot for watching!
I love watching your videos! Very educational and entertaining! Cheers from Seattle
Thanks a ton, very happy to read. Just been in the states :-) Greeting back to the emerald city.
the best teacher ever! i bought your course as a big thank you even though i watched basically all your videos already. would love to support u any way i can
Thanks buddy 💓 you do by leaving a comment :) thank you
another excellent video, thanks
Very thank's Algo! i'm so Vibe from your reserching :0)
My pleasure 😛Thanks for your comment!
Thank you for another interesting video.looking forward to next one and hopefully will be able to integrate this logic with my broker 😀
Thanks a ton for watching anil!
Men, I love your voice. And you are my pandas teacher! Thank you very very much for your videos. They are just a masterpiece!
Now that's an awesome compliment 😁 Thank you!
great video
thanks man :-)
Luv u sir 💝
❤️
Hi, can you do a video on how to check open orders and trail SLs, etc. I am trying to code the bot for fibonacci video, however, I am stuck on this point.
It would be interesting to see how you would go about resampling your dataframe in 1 minutes increments to get the OHLC of that minute based on the timestamps.
why would u need to resampling this kind of data if you can request 1m kline api and get those values every minute or more frequently? unless u wanna see a solution logic of this task
@@OPPACHblu_channel That is fine if your api makes 1m kline data available. I was interested in a solution if the api I am using does not.
@@philipacovingtonWhich kind of frequency your data coming then?
@OPPACHbIu Сhannel if you get 1min interval data only, you will have to take a blind action on next 1 min candle (because you dont have shorter interval to take action live). Something like buy at the open price or whatever price on the next 1 min candle.
If you can 1 min and 1 sec data, you can do indicating 1 min interval, and take action in 1 sec interval like buy at this exact price or buy as soon as the price reaches a point within the current 1 min candle.
One is future and the other is current
erster xD bester Algotrading Channel weiter so und vielen Dank !
Vielen Dank mein bester!
Can you tell which interface that is? i'm tired of my basic python IDE and this looks amazing. Also, would be great to develop in the same environment used in the video. Thanks in advance!
Hi buddy, that's just Jupyter Notebook.
Is there any way to read the Index or Future data ?
great video but in don't get it about that json do you need to download that and how than
Can you give me a timestamp on that? quite some time I did that vid. Happy to go into details if anything is unclear
@@Algovibes it was around 4:50
First off, big thanks for your content, it's great stuff !!
Now, I think it would be worth exploring how the stream of data can be used to implement startegies on different timeframes. We obviously do not want to wait until we accumulate enough data from the stream.
To be honest I recently launched my own strategies using hourly data. It was easier not to use websockets, but now as I launch more and more iterations I am coming across the limits on repeated queries to binance :(( ..
I imagine we would take a snapshot and then continue appending to that, or at least that's what I would do. I am not sure if that is the best or most efficient method. What do you think??
My alternative would be to just add delays to the current script's queries, but this is not really a solution, just a temporary patch up.
Thanks for watching mate!
Yes, working with a sequence where you are storing hourly data and update it with the livestream sounds like a good idea.
When will be ready the second part? And upload please to the drive
Just released :-) Let me know what you think! Will update the Drive in the upcoming days.
@@Algovibes Ok I will write the code I have do a question an in the other video check it if you can
Can you also make for metatrader 5?
is it possible to set some sort of an interval? Like get data every 10 seconds instread of 1 second.
Yes that’s possible! You can work with e.g. a sleep timer or catch only timestamps which are x seconds away from each other.
Could you please make a video on how to create an automatic trading bot for a trading platform such as Interactive Broker?
It will be easier to do a MT5 or MT4 platform bot which can be used by different brokers rather than deal with each broker separately.
@@amothe83 whatever platform for us commers to trade stocks rather than Crypto. I thonk there are far too many videos on how to create bots to trade crypto rather than stocks
Yeah that's actually on my list. Somewhen this year probably. Thanks a lot for the suggestion!
as always backtesting with commision
I am - with some exceptions - always backtesting with realistic commissions and in this case there is literally no commission. You can trade BTC without any trading fees on Binance. The bid-ask spread is another thing to consider which was clearly addressed in this video.
@@Algovibes wow thank you for this info
I can't get the program to run; please, could you explain to me what could be happening?
Hi mate, at which point (timestamp) do you struggle? And can you elaborate on your problem? Happy to help!
@@Algovibes I can't connect to binance with websocket. Could you help me, please?
@@Algovibes At the beginning, at minute 5, I can't connect to binance with websocket. Could you help me? Please
This strategy with live Data you must to convert it with futures please do a futures bot
Thanks a ton for the suggestion!
What IDE do you use??
Jupyter Notebook here
@@Algovibes Does this also work if I make this in one Python script? Or only in Jupyter-notebook?
🙋♂🙋♂ :)
Thanks for leaving a comment buddy
The code pleez
Hi buddy, please check the video description, you will find an instruction how to get access to the code there!
@@Algovibes There is no link to the source code.
Well done thank you sir
I couldn’t find your email address in details can I have it sir?
Because I want to discuss about something with you
Just check the About page, there you will find my mail :-) Looking forward to it!
interesting thanks for sharing. Can you please send your email address.
Welcome buddy, it is in the About section of my channel. Looking forward to hear from you!
Hey buddy..
I can’t find any contact in the About section !