How To Build a Simple Cryptocurrency Live Trading Bot with Python using the Binance API
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- Опубликовано: 24 апр 2024
- This video is about getting live cryptocurrency data via the Binance Socket Manager and store them in a database followed by analyzing this data and build a simple trend following trading strategy with the live data.
Get the Notebook/Source code by becoming a Tier-2 Channel member:
/ @algovibes
Let me know if you find content like this valuable. I will continue to implement some technical indicators and Machine Learning on Cryptocurrencies. I personally think that is pretty interesting. Nevertheless don't worry I am anyhow also covering stock trading topics :-)
Disclaimer: This video is not an investment advice and is for educational and entertainment purposes only! Cryptocurrency and automated trading is bearing a high amount of risk which might result in a total loss of your invested capital.
If you want to support me you can register for Binance with this link, but don't feel forced to:
www.binance.com/en/register?r...
More information on the Binance Socket Manager:
python-binance.readthedocs.io...
Alternatively you can use the websocket library and pick the stream provided in the official Binance API documentation:
binance-docs.github.io/apidoc...
Set up Binance API video:
• Introduction To Automa...
Python & SQL:
• Pandas Dataframes and ...
Cumulating returns:
• How To Calculate Stock...
Video on Trendfollowing:
• Intraday Trading Strat...
00:00 - 01:38 Introduction / Disclaimer
01:38 - 05:05 Requesting data using the Binance Socket Manager
05:05 - 08:28 Data Cleaning / Manipulation
08:28 - 11:31 Getting Live Data into a SQLite DataBase
11:31 - 14:30 Requesting Live Data from the SQL DB
14:30 - 16:22 Explanation of Trendfollowing strategy
16:22 - 26:25 Coding the Trading Bot (simplified)
26:25 - 29:41 Test the Bot with real money trade
#Python #Tradingbot #Crypto #Binance
Code source:
pastebin.com/iFSLxbLB
password: S58MYqi3Xw
![How To Build a SIMPLE Cryptocurrency LIVE Trading Bot with Python [2023 -BEST approach]](http://i.ytimg.com/vi/pveO4gwJ3_Y/mqdefault.jpg)
![How To Build a SIMPLE Cryptocurrency LIVE Trading Bot with Python [2023 -BEST approach]](/img/tr.png)
![How to pull REALTIME Cryptocurrency Prices with Python [FOR FREE] using the Binance API](http://i.ytimg.com/vi/P_SIZDsI3Ro/mqdefault.jpg)
PLEASE READ(January 2022)❗
This video is picked up by the Algorithm again. Thanks for your interest and support.
Secondly most of the viewers understood that this is a technical implementation of a simple strategy and NOT a recommendation to trade this strategy. For those who doesn't please keep that in mind :-)
FAQs / Most common problems:
1.
SyntaxError: 'await' outside function
I have provided a solution to solve this in this video:
ruclips.net/video/nQkaJ207xYI/видео.html
2.
The stream stops and something like "None in the columns" is popping up:
ruclips.net/video/OX5eDJDtqhc/видео.html
Solved below the videos pinned comment (Reason behind that is, if you are not getting a ping from the server an empty data frame without columns is created).
3.
If you don't feel comfortable using the Binance Socket Manager or you are using Python 3.10. I recommend to use a Websocket stream. I have covered it among other newer videos in the crpytobot playlist here:
ruclips.net/video/8p240qonj0E/видео.html
4.
I have covered a lot of other concepts like cloud deployment, other trading approaches, not using SQL or using e.g. technical indicators. Please check out the cryptobot playlist here:
ruclips.net/p/PL9ATnizYJ7f8_opOpLnekEZNsNVUVbCZN
There is more to come so if you are interested in that please considering leaving a sub.
Thanks for watching and your support! Much appreciated ❤️
Yep!!! Good work. Great content and well delivered.
Thanks a lot!
Thanks!!! How obtain with websockets in binance futures lowest timeframe ie..milliseconds is possible?
Hi, Thanks for your videos (y)
I ran the code on google collab but got this error:
RuntimeError: asyncio.run() cannot be called from a running event loop
Can you help please?
this does not work for me: "asyncio.run() cannot be called from a running event loop"
You can always tell who the true educators are and who the snake oil salesmen are from what they promise and what they teach. You’re a true educator, great choice of the simple trading strategy. Subscribed
Thanks a lot for your kind words man, I appreciate it. This is super important to me!
No 300% guaranteed daily return. This must be the snakes salesman.
Nice to see how you openly ventilate the change in your opinion. In your next lunch video, take a look at the new utilities and the staking story. You can really earn a lot with trading on bitcoin. Especially if you are already planning to invest something in it for the long term. Thanks again for the update.
Crypto trading is quite profitable I'll always pick Short term trading over Holding cause I have made a lot of profit from trading different profitable coins... it is not surprising as I also trade with Mr. Henrik Bower on a short term basis.....I advice you seek the help of an expert to avoid the trauma of too much losses
@@donald.jacoby.94 Just recently acquired some bitcoin and I don't know how best to trade it or if I should hold, Please how do i get in touch with Mr. Henrik your trader?
Henrik Bower's daily signal is top-rated and one of the best you could get when it comes to trading crypto...
@@JohnHealy7153 You can reach him VIA
*tele* *gram*
This is pure Gold. I’m just getting into Python and strive to become a data scientist one day. This really helps and motivates a lot! Danke.
Awesome to hear and also great career pick ;-)
Starting out with cryptocurrencies when you want to become a data scientist is like starting out with IRL pyramid schemes when you want to become a legit business manager. Does not compute. Stop doing that, pick up a few books and do real data science exercises
"real data science exercises"...come on. In books you will find standardized approaches such as cancer prediction, houseprices and so on which are helpful without a question but If he wants to apply Data Science stuff to cryptocurrency data..why not? It is just time series data which can nearly be found everywhere. BTW I applied some methods here on cryptos:
ruclips.net/video/oyL99oa6gf8/видео.html
@@milanmeyer2059 I have a better way of doing same.
German ❤️
I love how clean your code is makes me feel ashamed of how lousy I've been writing mine xD Great work
No need to be ashamed but an Eng. would probably strongly disagree with you as my code is not clean. I am presenting the code so that it is accessible independent from the skill level. I played around with showing object oriented code but I get the feeling people prefer the code in this way. Anyhow, thanks a lot for your kind words :-)
@@Algovibes I'm sorry, how can I copy your script?
Or following to your video instructions is onlyway?
You provided a clear explanation of the code and aims and the script was great. Keep up the great work and thank you.
Thank YOU for watching, the feedback and your kind words :-)
Great content, thanks for sharing. An interesting exercise from a risk management perspective would be to take half profit at 0.15% and the other half at 0.3% so that the profit potential is slightly higher than the stop loss
Thanks for your comment and also thanks for sharing your thoughts! Yes definitely, I am just taking some parameters here to show the base concept.
And losses what about them?
You keep the stop loss at -0.15%. If you reach the first target before the stop loss, you increase the stop loss to the entry price, so that at worst you locked in your 0.15% gain
When Musk was tweeting about doge a few months ago we had a guy make a discord bot that would @ us every time he tweets
That is awesome! 😄
Link please 😃
@@ua6919 Its been deleted/offline ever since he stopped being able to push doge up
@@brazed420 oh np. Great idea anyway, thanks for sharing
The fact that I just did the same makes me want to befriend you 🤣
Not sure if I'll ever have the time to learn enough python to do something like this. But watching you TEACH was great! You are very instructive and have a calming way of teaching. I subbed for future me's sake!
What an awesome comment. Thank you buddy.
I'm introducing myself in python since two months ago and seeing things like this motivates me to keep learning. The best of all is that with your explanations I can figure out what is going on, but in a very basic way anyway.
Thank you very much for sharing and teaching your knowledge with the web. Greetings from Chile!
Hey Joel,
that's awesome to read. Thanks a lot for your comment and I am sending you my best regards to Chile!
Hi, to make sure I understood, we have to run the 'data fetch' script in parallel of the stragety script ?
Yeap
Exactly. But btw if you don't feel comfortable with SQL I also build some examples without that. Be invited to check out the cryptobot playlist!
From a non coder this is simple and amazing thank you. Subscribed
Thanks a lot for subscribing mate :-)
Has never done a video like this before at all in youtube. There has never been an account of how to write a bot and trade with real money on binance. thanks.
I am sure there is! But anyhow I appreciate your comment :-) Thanks for watching mate.
Hi thank you for the awesome video! I want to ask something:
when we run the print(msg) command ( @5:17), you explain that we only take the 's' (symbol), 'p' (price), and 'E'(time). Can you help explain what the other outputs are? ('t', 'q', 'b', 'a', 'T')
Hi buddy, thanks a lot for your kind comment. Appreciate it :-)
Your question is answered here:
github.com/binance/binance-spot-api-docs/blob/master/web-socket-streams.md
Just scroll down to Trade streams.
Hi. Thanks for this video, it’s really interesting indeed. As you requested feedback, please keep providing real world examples like this but as you said maybe coding a bit more difficult (and probably reliable) trading strategies such as MACD crossover. I saw your video on macd but would be good to see one example using macd in real time to place trades. Loving your channel so far!
Hi buddy, thanks a lot for your feedback.
I already did that. Be invited to check out the cryptobot playlist.
isn't MACD proven to be unusable nowadays? At least on the stock market I believe it is due to automated trading funds saturating.
After losing lot of amount on manual trading and thinking of going for bot trading, this one is really a great resource to begin with
Thank you!! Please continue the series!
Hi mate, thank YOU for watching :-) There are a lot more videos on the cryptobot playlist. Be kindly invited to check them out. Anyhow I am planning on some more crypto vids.
Hi Algovibes! I really enjoyed your video! I really liked how well you explain everything and make it easy to understand! I believe cryptocurrency is the future and am fascinated with algorithmic crypto trading! Please keep up the good work! I have watched a lot of videos on the subject using python and yours are the best I think! Would you consider making a trading bot video that uses other types of indicators such as MACD or CCI?
Hi buddy, thank you very much for your kind comment :-)
Yes, I will and I partly already have.
Be invited to check this out:
ruclips.net/video/nQkaJ207xYI/видео.html
I love topics like this specifically - coding and crypto! And Python!
Me too :D Awesome to share my interest with other people. Thanks for your feedback!
Thanks a lot for this very interesting video combining Python and Crypto.
You explain it well and your code is clean.
Just subscribed :-)
Catching up on your previous content will take a while, but I think it's worth it.
Thank you very much for subscribing and your kind words!
Looking forward to know what you think about the other vids :-)
Very very veery interesting! Thanks for share, very well explained! See you in a next video! 👌
Thank you buddy :-)
You are kindly invited to check out my cryptobot playlist, maybe you will find another relevant stuff for you.
And looking forward to see you as well :-)
This is fantastic!!! I’ve only done a small bit of coding and so am still quite new to it and you have spelled this out so perfectly and explained everything so well, it has fully engaged me and inspired me!! Thank you so much!! And for myself, I love the fact that it’s crypto!! :)
Hi Kelli, appreciate both your positivity and your kind words. Be invited to check out the other videos in the cryptobot playlist:
ruclips.net/p/PL9ATnizYJ7f8_opOpLnekEZNsNVUVbCZN
Thank you very much man for saving my ass. I didn’t have any idea how to do my final project in one of my courses. Your videos helped me to land some! Thanks a ton!
Awesome to hear! Thank you very much for your kind comment :-)
College?
@@Algovibes Hey, have you thought about applying some kind of maschine learning algorithm to the Trading information coming from Binance to maximize profit
Thanks for amazing content! You are really adding a lot of value!!!!
Thanks a lot mate. Appreciate your comment.
Love the content on your channel, especially the crypto related stuff. Looking forward to see how you would apply TA to this live data.
Thanks and keep up the good work!
Thank you very much for your kind words and your feedback :-) Appreciate it.
Hope you keep doing these videos man! Love following this series
Thanks for the feedback buddy. There surely will be more videos on cryptobots. Be invited to check out the videos in the cryptobot playlist until then :-)
Thank you. Dude! I mean really! thank you!!! Keep up the good work.
one of the best algo python youtube channel
Thank you my friend. Your comment means a lot to me ❤️
Hello professor, another question, can you download the information from binance in longer periods, for example every 1 min? what would be the change in the code? if it works, how can it be stoppep manually?
And professor, reading one of the previous questions about the repetition of records that occurs in the "while" loop in the database, you said that we could use an "if", could you kindly write the syntax of this "if"? Thank you!
Hi student :D
Jokes aside.
Yes you can do that with an API call. I have done that in my newest video. The stream is always grabbing realtime data.
Instead of an if I would probably just set a waiting time of - say - one second in the while loop to avoid this "overflow".
Hi - Thank you for your content. When I execute the await socket loop, the prices are recorded sporadically. Sometimes its the same time snapshot, but others it takes a few minutes. Why is this happening and is there a better way to receive this data?
Thanks for watching! Few minutes shouldn't happen at all. As some people have issues with this approach I will probably cover an alternative in one of my next videos.
Excellent video! Please keep up with the good work! Thank you !
Thank you - literally - Buddy :-)
Thank you so much, you tutorial is perfect to start with in algorithmic trading
Thanks for watching mate :-)
This topic is super intersting! I subscribed only because you're building a trading bot. ;-)
But one question: Why do you store the live price data? I'm not a Python pro, but I would use some queue datastructure to have a buffer/cache of the let's say last 5 minutes (or longer, depending on the strategy). But storing price data in an SQLite database on harddisk doesn't make sense, not even for backtesting. Even for the latter one usually works with chart data (candles).
Hey Wolfgang, thanks a lot for your comment. I use SQL as a storage for price data to avoid API calls getting historical data. You can store the prices in memory (e.g. in an array) but this would crash when taking e.g. 100s of cryptos (as I did in some follow up videos). If you have an efficient way to cashe web socket data my ears are widely open :-)
Great work, easy to follow and easy to learn. I have a question. On the while loop when getting the information of the currency by second, after an n number of iteration the code starts showing an error --> {'e': 'error', 'm': 'queue overflow. message not filled'}. It stops getting information from the server, any idea of how to solve it or what would be the reason for the error?
Reason for the error is a queue overflow. I solved it here:
ruclips.net/video/OX5eDJDtqhc/видео.html
Would be awesome if you provide me a feedback if this approach is working out for you.
That's way tooo much interesting keep making video on this topic please...
Thanks for your feedback buddy :-)
First time I watch your videos. Love them. Subscribed.
Thank you buddy ❤️
Amazing stuff... more content like this please!!
Thanks for your feedback mate, appreciate it!
Hi, i have a lil problem with your while true on the storing data, when i execute the code, between each frame i have like -100ms and at 80~100 frames stored i have an error message "KeyError: "None of [Index(['s', 'E', 'p'], dtype='object')] are in the [columns]"
Yep, please check this video to fix that:
ruclips.net/video/OX5eDJDtqhc/видео.html
And also check my pinned comment.
I would be grateful if you give me feedback if this is working out for you!
This is definitely interesting. Thank you for this video.
Thanks for watching mate!
Very useful videos. I was exactly looking for this kind of techniques mixing data analysis ideas and simple investment strategies. Thanks a lot! I am waiting for the next related videos you will make:)
Hey Adrian, thanks a lot for your comment. Be invited to check out the Crypobot playlist - I already built a lot of stuff there.
Great video. Also the sqlite incorporation is a handy tip.
According the documention a binance api stream / websocket disconnects after 24h, what's the best way to deal with this? Since the last thing you want is missing data in your dataframe when applying calculations like moving averages and stuff.
Thanks for your comment mate :-)
That's a very good point.
There are some ways to deal with that: Incorporate a time tracker, so that after 24h a new connection is triggered or conditional check for a signal (pong) from the server. I will see that I am covering this problem in future videos e.g. when I am running a longer term strategy in the cloud.
Nice video !
Is it necessary to use a SQL data base or can we just store values in arrays or something ? What would be the benefit of the SQL database ? (I'm not initially a coder so probably a noob question :) )
Thanks a lot for your kind comment :-)
It's actually a very good question! It is not necessary, I just wanted to implement a DB in live trading. I have other videos where I am not using a DB.
Be kindly invited to check out the cryptobot playlist.
Depending on the dataset size array will just explode your memory
@@gabrielceolato2 that and a database is persistent across runtimes, contrary to lists or arrays
You can store it in memory db too like memcached or redis, read/write will be slightly faster then sql
Going to be 1 million views. Congratulations...
I'm happy for you.. Keep going.. Cheers
Thanks Ali for your support and positivity. Means a lot to me!
This is really good! Was thinking of doing the same w Coinbase API.
Hi, thanks for watching and your feedback :-)
Be kindly invited to let me know your insights working with the Coinbase API. Maybe it is better :-)
Definitely interested in your videos, you have a very clearn and easy to understand way of teaching.
I have a question for you, if I wanted to run a strategy with multiple coins, is it a waste of resources to have the websocket save data for the whole market?
Also what do you think the best way to implement manual controls would be, a simple example an on/off, would running a seperate process on telegram or discord be okay. Or is there a better way in your opinion?
Lastly, I would like to thank you for this content. It's truly amazing
First of all thanks a lot for your kind words man!
Secondly I already have content on these questions.
Multiple symbols using BSM:
ruclips.net/video/C-SL4Tf25eg/видео.html
Multiple symbols using WebSocket and csv storage:
ruclips.net/video/mDNIAkEZChg/видео.html
Multiple symbols using WebSocket and SQL (also manual choice of buying as these are just signals)
ruclips.net/video/8p240qonj0E/видео.html
Would be happy for a feedback below these videos! :-)
@@Algovibes thank you so much for your detailed responses. I plan on going through all your videos one by one regardless.
Im currently stuck in this video so I need to master this one first, do you manage a community by any chance?
Nice explanation, so small too. A binance bot I did ended up using agents and coroutines ; I'm on the "why make it simple if you can make it complicated" side >_>
Hi mate thanks a lot for your kind comment. Be kindly invited to check out my videos in the cryptobot playlist. I am covering different approaches there.
Great Work, I learned from you a lot. Thank you so much
Awesome to hear. Thank you very much for your kind words! :-)
Cool vodeo. ! How do you connect your Binance account with jupyter notebook ?
I try making it in binance but 2 things complicated the thing:
1) binance fee (so when you buy 0.001, you instead get 0.000999, etc.)
2) binance only allowing to buy/sell a round number (leaving some crypto behind when selling)
well IF you have the funds you can enlarge your positions or you can washtrade up to VIP Tier 2 or 3
First thing you need to do is to change the fee currency to BNB. It just doesn't make sense to not do so. It's cheaper.
And you won't have that problem anymore.
Regarding the second question: In this video I was working with quantities, so that shouldn't be an issue. Could you elaborate?
Hi, just yerderday I was wondering how feasible something like this could be!
I'll probably end up doing something similar, but I'd first have it running for some time without money to analize the results and see how the bot would behaved in a real environment.
To do so, is there a way I can implement real fees and other issues I might incur into? For example, I'm talking about the inability to buy the fraction I want because it would be too small
Hi buddy, thanks for your comment!
Can't you just implement the buying logic in the data stream and add the potential profit to an array or similar?
Hi, I was wondering: if you use 'if cumret[-1] > entry' and entry is set as a positive value "0.001" we are actually entering when price has just risen. Shouldn't we use 'if cumret[-1]
Thanks for your kind words man :-)
Just that we are on the same page: But that should be the goal right? So we want to enter the trade when the asset is rising. That's a "momentum" strategy not a reversal.
I am already subscribed!!! long ago, your videos are amazing
Awesome man, thanks a lot for your support!
Can we see the result of the strategy another time as bitcoin is in downtrend now. Of course continue with the crypto! I'm with you
It actually was a bad time to trade on that day :-D Anyhow thank you very much for your feedback and your support!
Thank you, great video!
Do you know this error is showed?
{‘e’: ‘error’, ‘m’: ‘Queue overflow. Message not filled’}
Thanks for watching! This error is coming up for some people. I don't have this problem but I am still investigating on this issue.
yes me too
I have tried making queuesize to 10000 but still getting this error
@@goldenbeast5160 Can you reduce the queusize to 100 and give me feedback again?
My unsophisticated solution was to add error handling using try and except For example, try: the code except: print("Invalid Data") so if the API errors it just tries again
Liked and subscribed! Excellent work, thanks for sharing
Awesome, thanks a lot for subscribing! :-)
Thanks for these videos.
Waiting the next ones will be so useful for me as well.
Welcome :-) There will be surely more on crypto. Until then I set up a cryptobot playlist.
How to place a future prepetual order using python
I have never coded or done something like this in my life but I've been playing with crypto and stocks for awhile now, how would one like me get into something such as this? Looks like it could be worth getting into
Try to learn programming or even data science.. we (data scientist) deal a lot of stuffs with big data and how can we me make something that can help us on a daily basis, pulling an insight from a data, interpreting a model, and etc. You can learn Data Analytics using Python, or even something else like programming for data scientist or even machine learning.
I hope it answers you.
I have some resources on my channel like both the Python Introduction playlist and Python for Finance playlist and I am talking about how I personally learned Python here - maybe this is helping you:
ruclips.net/video/qCZiENV83rE/видео.html
In general the most important thing is to get started in my experience 😛
Lol then ur gonna have to start from scratch, learn python basics before doing something as in depth as this
Why weren't you shown in the search when I was searching for these kinds of tutorial?! Only for half years later you appear by chance! better later than never! subscribed!
Thank you so much for your sub man. That's a huge help for me!
Hi , your videos are phenomenal , is there anyway I could reach out to you ? I have a bunch of strategy ideas and have doubts backtesting it on python
Imagine you forgot to stop the script executing and you become accidentally a millionaire overnight.
:D :D
Technical it isn't possible as this is not really much of real case. Especially the data gather is just for researches. If something like bitcoin just for investment or something like that, that is mostly not possible unless the data and thing can been seen and proved but because this is digital base, therefore no way those can earn money.
However, using this cryptocurrency in another way like using that coin for your all personal information, all sources just like acting as your ID, bank account, insurances in one place, adding the real made machine for verification to do anything else. This is is the way they should go for the future. But not right away.
Also there will be an unexpected idea happen overtime so for coming with new methods to prove legitimate and acceptable in a wide range that should be possible. As I can see those thing can use more than that. Not just some business trading or something like that, not the kind bitcoin we are looking for but with different motives.
Great content, I'm not confident enough yet to implement something like this myself, but this is really helpful. Any chance you could post your code somewhere please?
Thank you buddy! :-)
You will be in some time for sure!
You could practice writing your own trading bot using dummy data. Instead of placing real buy and sell orders through the API, just add and subtract integers from local variables. There will be some discrepancy given that prices move between API calls, but at the very least you'll be able to formulate an algorithmic strategy before taking it live. Once live, keep the values small as you fine tune, then once confident you can ramp it up. Good luck.
@@ryanm7263 am i stupid here or its not working? i used with my own binance api keys and bot doesnt buy or sell
Thank you so much. This is really interesting to watch..
Thanks for your feedback my friend!
Fantastic video. I was thinking if it was possible to delete everything beyond the last x observations from the SQL database if there is no order in place, as we only want the info of the previous x observations.
Couple of questions:
- Is this possible with Webull? Not sure if they have API to use but I figure I could use something similar to what you did at the very least.
- Is there no request limit(s) for the API?
- Any way to increase the timeframe?
Well explained video btw. SUBSCRIBED!
Thanks dude! :-)
Didn't test out webull yet. There is a request limit for the API!
What exactly do you mean with increasing the timeframe?
@@Algovibes so if I'm not mistaken this captures every second of movement. What if I wanted every 10mins or so?
This is what I have been looking for. Tired of 3rd party software! Thank you so much.
Welcome buddy, be invited to check out my other stuff! Cheers :-)
Thank you for the tutorial and knowledge sir !
Thanks for watching buddy :-)
Really good quality video, I'm watching more and subscribing ! Also I'm interested in crypto trading, not equity trading :)
Hi mate, thanks a lot for your comment and support. Really appreciate it :-) I will do both btw.
Great Video, Thanks!
Any idea how can I pull the transactions volume (not the currency value)?
Hi mate,
thanks a lot :-)
Yes, that's possible. Try the following:
Change the socket first by defining:
socket = bsm.kline_socket('BNBBTC')
and the retrieved msg will contain a Volume parameter as well.
But you need to amend the functions then.
@@Algovibes Great! Thanks meet :) keep it up
Thank you very much, very cool video. Please continue to create similar videos related to the binance API. Like put and subscribed!
Thanks mate, really appreciate your comment :-)
I just published one some days ago using a reversal and Trailing Stop Loss. Be kindly invited to check that out and let me know what you think:
ruclips.net/video/V6z1ME3-0_I/видео.html
Man you are freaking awseome - thank you for the lessons
Thanks a lot man :-)
This video is very helpful for me. Cleared many of my doubts for live price trading through web socket data stream.
Please make this kind of video. Love ❤ from 🇮🇳.
Happy to hear that. Thanks for watching and your comment. Love and all best wishes back to India ❤️
Thanks for this. Are you considering any kind of backtesting of strategies and how to do that? Thanks!
Hi buddy, thanks for watching.
I have a lot of videos on backtesting on my channel. This particular strategy is just an example which is not worth to backtest.
Very very good video please make more video on more strategy automated
Thank-you very much
Thanks buddy, there are some more videos in the cryptobot playlist but I surely do some more of them :-)
Great content man! Keep it up. Thanks you
Thank you mate :-) Appreciate your comment.
I subbed, Thank you for your knowledge
Thanks a lot for your support mate :-)
Good work man, very interesting contents. 👏👏👏👏👏
Thank you very much for your feedback! :-)
Thank you for sharing the great video!! ❤
Thanks for watching mate :-)
very nice and thank you for sharing your knowledge...I think trading with cryptocurrency is not well known yet. But this will definitely change over time and your tutorials are unique in this case
Thanks a bunch for your feedback! Appreciate it :-) Either it will change or it will burst, lets see :-D
Very helpful tutorial. Thank you.
Thanks for watching mate :-)
Nice job and explanation, congrat, please continue.
Thanks for your feedback. Appreciate it :-)
Amazing thank you!
Thanks for watching :-)
I really like your content and I just subscribed to your channel. Please continue with the videos for cryptocurrencies.
Are you by any chance from Austria or Germany? Your pronounciation sounds like it.
Cheers!
Hey man, thank you so much for subscribing and your kind comment. That is a huge help for me :-) I am from Germany 🇩🇪 I am working on my pronunciation. It was bad in this video but I wanted to record it in one round :D
@@Algovibes Nein die Aussprache und dein Vokabular sind sehr gut, aber man bekommt diesen Akzent einfach sehr schwer weg. Mach weiter so, der Kanal ist richtig lehrreich!
Lg aus Österreich
At time index 19:05, it appears last_valid_index() is an attribute of cumret? Where does that come from? Thanks!
Cumret is a series (pandas object) and we are just applying a pandas function on it.
Is this answering your question?
@@Algovibes I did not realize that was a pandas function. Thanks!
Super great content dude!! keep going this is amazing
Thank you buddy :-)
Binary Trading is very hard for me...too much sentiments to overcome.
I have been searching for an ideal bot, especially one I can tinker with code.
Great tutorial.
Is it Interesting???
I totally absorbed it. Great tutorial along with simple explanation.
Now I can start coding my own bot. Thank you very much. Any improvements you make, I would like to follow.
Thank you so much for your kind words. Really appreciate them!
How the fuck this guy getting just 7000 subscribers???!!!!!.
I already made bot works more or less like this, but database and analyzing data is something else.
Good work mate 👌
Hi buddy,
I really appreciate your kind words :-) Thanks a lot for watching!
Hello litlle man, been looking for while for a good video about trading bots,and really the first time i understand how everything works. Keep up the good work
Thanks a lot Mohammed!
Thank you for the Video.. Really Helpful!! Please do more videos on same topics.. :)
Thanks for watching man. I have a lot of similar videos with different approaches in my cryptobot playlist. Be kindly invited to check that out.
Great video! Are you a data engineer for web3 company?
Thanks man, no I am working in DS.
Hats down, very useful content, thank you soo much !!
Thank you man. Appreciate your kind words.
For your analytics, subscribed
Thanks buddy! :-)
@@Algovibes need your constant guidance as I've started algo few weeks back
Hello thank for this great content. The fact that you kind of ´ preload ´ the database live in the array, does it make the bot faster / more reactive to place order on the exchange ?
I’m interesting on the topic of bot’s rapidness when the receive a signal in order to take action, I find this issue significant in scalping for example, do you have any content on this topic ?
Warm regards
Hi Paul,
thanks a lot for your comment. It actually makes the bot slightly slower (we are talking about milliseconds here) as there is another step involved (reading data from the DB). I have shown how you can directly work with a livestream in my newer videos. Be invited to check them out!
Hi, awesome video!
One question, what would happen if i dont put the condition "last_entry < -0.0015"?
Thnks a lot!
Thanks a lot for your comment :-)
Then you don't have an exit in case the crypto is dropping.
As an alternative you could implement a (Trailing) Stop Loss. Did that here, be kindly invited to check that out:
ruclips.net/video/V6z1ME3-0_I/видео.html
@@Algovibes Awesome man, yeah i was checking that one too.
Have another question.. How could you get live data that doesnt fall on delay.. ? After a while, it keeps writing prices from three minutes ago for example.
Subbed, i want to learn to create my binance bot from this channel, what video i should start with? I dont know coding, but i can follow instructions. Can you recommending the videos from a to z?
Edit: does this python bot thing creating a lot of data when active 24/7? Can I open multiple position ( something like dca up and dca down) a lot of questions haha..
Hi mate, thanks a lot for your subscription. Please be invited to check out the videos in the cryptobot playlist. Covering basically everything there. Let me know if you need any support!
Thanks alot ,I'll start looking into Crypto trading
Thanks for watching and your support mate :-) Appreciate it. Sure have a look but be aware that it can be a lot more risky than stocks.
Thanks man this is really cool. I'm planning to implement an auto regressive linear regression algorithm to decide when to buy. We'll see how that goes but thanks again!
Thanks a lot. Would be quite curious about your results! Feel free to share them!
Great video! One question, my API connection fetches the pricedata mutliple times per second and then gives an error, how can i reduce the fetching to once per second like it in your program?
Hi buddy, thanks a lot.
Can you please check out the approach shown here:
ruclips.net/video/OX5eDJDtqhc/видео.html
An alternative using websocket would be here:
ruclips.net/video/mDNIAkEZChg/видео.html
In a nutshell when using the BSM approach you just have to make sure a message exists before wrapping it in your data frame.
@@Algovibes vielen Dank
Surely German engineer, cos there is no other can explain as this! I respect! (Sorry if you are Austrian) i respect the nation who servicing the quality to the world! Dicipline and all.
Not an engineer :D Anyhow: Thanks a lot for your kind words mate.
you are so helfull man god bless you love from india
Thanks a lot for your kind words Nandan! Love back to 🇮🇳