Right this moment’s tutorial will educate you the best way to create a Twitter bot for crypto utilizing Python, Moralis, and Twitter’s developer portal. Because of Moralis’ Streams API, you may take heed to on-chain occasions in real-time, which you should use to set off your Twitter bot and tweet the small print associated to the focused on-chain occasions. For the sake of this tutorial, we’ll concentrate on utilizing a Twitter bot to submit whale alerts.
Now, to create this bot, you have to get hold of particular particulars from the developer portal after which use these particulars to authenticate Twitter in your script. However primarily, you may create the bot with these three traces of code:
def send_tweet(tweet): api.update_status(tweet) print("Tweeted: {}".format(tweet))
To show your bot right into a Twitter bot for crypto, the facility of Moralis’ Streams API and Flask will do the trick. Moreover, the next filter will allow you to concentrate on transfers of 1 million Tether (USDT) or extra:
[ { “topic0”: “Transfer(address,adress,uint256)”, “filter”: { “gt”: [ “value”, 1000000000000 ] } } ]
In case you have some expertise with Python and have labored with Moralis’ Streams API earlier than, you in all probability already know the best way to implement the above snippets of code. Nevertheless, for those who want some assist, ensure to observe our lead. In case you’re new round right here, don’t forget to create your free Moralis account!

Overview
We are going to begin this text by diving straight into the tutorial on the best way to create a Twitter bot for crypto. That is the place we’ll cowl all of the steps it is advisable full from begin to end. Moreover, we are going to present you the best way to get began with Twitter’s developer portal, what settings it is advisable tweak, and the best way to get hold of the required particulars. Then, we’ll information you thru the method of making a Twitter bot utilizing the above-presented traces of code. In fact, we can even present you the best way to set your key and token in place. That is additionally the place you’ll discover ways to use the Tweepy Python library to entry the Twitter API. At that time, you’ll know the best way to create a Twitter bot.
Our goal can be for our bot to concentrate on blockchain occasions. Now, to create a Twitter bot for crypto, you’ll need to use Moralis’ Streams API to start out listening to the specified on-chain occasions. Lastly, we’ll present you the best way to tie all of it along with a easy Python script.
Under the tutorial, you’ll additionally discover sections masking theoretical features of immediately’s matter. That is the place you may be taught what a Twitter bot is, the gist of Moralis, and what makes Moralis the perfect crypto device for Web3 devs.

Tutorial: Methods to Create a Twitter Bot for Crypto
As defined above, our tutorial will undergo the next 4 steps:
- Organising your Twitter developer portal account, creating a brand new app, and tweaking the suitable settings. That is the place you’ll generate your Twitter API key and token.
- Utilizing Python and the Tweepy library to create your Twitter bot.
- Creating a brand new stream to fetch real-time, on-chain information concerning massive transfers of USDT utilizing Moralis’ admin UI.
- Utilizing Flask and the knowledge your stream gives you with to create a Twitter bot for crypto whale alerts.
Step 1 – Twitter Developer Portal Setup
Begin by signing up for a Twitter developer account. Go to “developer.twitter.com“ and click on on the “Enroll” button on the “Getting began” web page:

When you efficiently join, you’ll have the ability to entry your developer portal panel:

Because you need your bot to have the ability to submit tweets, you additionally must allow elevated entry. To do that, choose the “Twitter API v2” possibility below “Merchandise” and go to the “Elevated” tab to enter the required particulars:

As you may see within the above two screenshots, we’ve already created the “Moralis Bots” venture. You possibly can observe our lead naming your venture the identical approach or use another identify. As soon as in your venture web page, scroll down and hit the “Add App” button:

Subsequent, choose the “Manufacturing” possibility:
Then, identify your app (once more, be at liberty to make use of the identical identify as ours):
On the third step of your app setup, you’ll have the ability to see your API key and API key secret. Nevertheless, you’ll must generate new ones after altering some parameters. So, click on on the “App setting” button. On the following web page, scroll down and hit “Arrange” below “Person authentication settings”:
On the consumer authentication settings web page, choose the “Learn and write” possibility:
Subsequent, choose the “Internet App, Automated App or Bot” possibility:
Within the “App information” part, use Twitter’s URL for each of the next choices:
Scroll to the underside of the web page and click on on “Save” adopted by “Sure”:
Notice: We gained’t be utilizing “Consumer ID” and “Consumer Secret” in immediately’s tutorial; nevertheless, we suggest copying these two particulars someplace secure earlier than clicking on “Finished”:
Shifting on, choose the “Keys and tokens” tab, the place it is advisable regenerate your Twitter API key and your authentication tokens:
Step 2 – Create Your Twitter Bot with Python and Tweepy
First, create your “.env” file and populate it with the above-obtained key and token particulars:
Notice: All the time maintain your keys and tokens non-public. We confirmed them to you as a result of we’ll delete our bot as soon as we publish this tutorial.
Subsequent, create a “twitter_bot.py” file. Each the above “.env” and “twitter_bot.py” information must be inside the identical venture folder (e.g., “twitter-bot-whale-alerts”). On the high of this new Python script, import Tweepy, “dotenv”, “os”, and cargo “dotenv”. Listed here are the traces of code that cowl that:
import tweepy from dotenv import load_dotenv import os load_dotenv()
Additionally, don’t forget to put in the Tweepy library utilizing the next command:
pip set up tweepy
Subsequent, it is advisable add the keys and tokens you saved within the “.env” file:
CONSUMER_KEY = os.getenv("TWITTER_API_KEY") CONSUMER_SECRET = os.getenv('TWITTER_API_SECRET_KEY') ACCESS_TOKEN = os.getenv('ACCESS_TOKEN') ACCESS_TOKEN_SECRET = os.getenv('ACCESS_TOKEN_SECRET')
With the above particulars in place, you’ll have the ability to entry the Twitter API with these traces of code:
auth = tweepy.OAuthHandler(CONSUMER_KEY, CONSUMER_SECRET) auth.set_access_token(ACCESS_TOKEN, ACCESS_TOKEN_SECRET) api = tweepy.API(auth)
Lastly, you could have every part prepared to make use of the snippet of code offered within the intro, which can create your Twitter bot:
def send_tweet(tweet): api.update_status(tweet) print("Tweeted: {}".format(tweet))
Notice: You possibly can entry an entire script by way of the “twitter_bot.py” hyperlink above. Additionally, for those who want to take a look at your code at this stage, use the video on the high of the article, beginning at 5:49.
Step 3 – Receive Actual-Time, On-Chain Knowledge with Moralis Streams
To make use of Moralis’ Streams API, you want a Moralis account. So, in case you haven’t finished so but, use the “create your free Moralis account” hyperlink within the intro. Along with your account prepared, you’ll have the ability to entry your admin space. There, choose the “Streams” tab. Subsequent, click on on the “Create a brand new stream” button:
Then, paste within the Tether sensible contract deal with (on this case, you may merely choose it among the many given examples):
Subsequent, it is advisable present some particulars contained in the “Stream Configuration” part:

You’ll be tying your stream and your Twitter bot collectively within the subsequent part utilizing the “index.py” script. Nevertheless, at this level, it is advisable get hold of your webhook URL. As such, run that script (not but in its ultimate kind) to create a easy server. These are the traces of code you want at this stage in your “index.py” script:
import json from flask import Flask, request import locale from twitter_bot import send_tweet locale.setlocale(locale.LC_ALL, 'en_US.UTF-8') app = Flask(__name__) @app.route("/webhook", strategies=["POST"]) def webhook(): # Course of the request information right here webhook = request.information.decode("utf-8") json_object = json.masses(webhook) print(json_object) return "OK" if __name__ == "__main__": app.run(port=5002)
Use the next command to run the above script:
python index.py
Because of this, you should have a easy server operating on localhost 5002:
To lastly get your webhook URL, you should use ngrok for the above port (5002) with this command line:
ngrok http 5002
The above command will create a tunnel to your localhost and give you a URL deal with that you should use as your webhook URL:
Copy the deal with and paste it into the “Webhook URL” entry discipline (add “/webhook”). Additionally, enter an outline and tag:
Choose the Community and Receive the Sensible Contract ABI
Within the third step of your stream setup, you get to pick networks. Since Ethereum is toggled by default, you don’t must do something. In any case, Tether is an ERC-20 token based mostly on the Ethereum blockchain. Nevertheless, for those who had been to focus on different chains, you’d must toggle them on this step.
Subsequent, be sure to solely choose the “Contract Interactions” possibility:
Within the “Superior Choices” part, it is advisable enter your sensible contract’s ABI (the one you need to take heed to):
So, use the Tether deal with and paste it into Etherscan’s search bar:
Then, choose the “Contract” tab:
As soon as on the “Contract” tab, scroll down till you see “Contract ABI”, which accommodates the small print it is advisable copy:
As quickly as you paste the ABI into the entry discipline within the “Superior Choices” part, Moralis gives you with the accessible matters. Since we need to concentrate on USDT transfers, we have to choose the “Switch” perform:
Since we need to concentrate on massive (whale) transfers, we should additionally implement an appropriate filter. That is the place the second snippet of code offered on the high of the article comes into play. Paste these traces of code and click on on “Replace”:
Lastly, swap your stream from demo to manufacturing:
Step 4 – Provide Your Twitter Bot for Crypto with the Info from Your Stream
At this level, you could have your Twitter bot prepared, and you’re getting the details about all USDT transfers bigger than a million. This implies you solely want to provide your bot with the knowledge that the above-created stream fetches. To attain this, you have to tweak your “index.py” script accordingly.
For starters, you don’t want to print your complete response however concentrate on particular data. A “attempt” assertion will do the trick. You additionally need to outline the items of data the stream returns. That is the up to date “webhook” perform:
def webhook(): # Course of the request information right here webhook = request.information.decode("utf-8") json_object = json.masses(webhook) attempt: switch = json_object["erc20Transfers"][0] besides IndexError: return "OK" sender = switch["from"] receiver = switch["to"] worth = switch["value"] token_name = switch["tokenName"] transaction_hash = switch["transactionHash"] handle_response_and_tweet(sender, receiver, worth, token_name, transaction_hash) return "OK"
To make use of the above parameters in a tweet, we have to add one other perform – “handle_response_and_tweet” – into the “index.py” file:
def handle_response_and_tweet(sender, receiver, worth, token_name, transaction_hash): sender = sender[:6] + "..." + sender[-3:] + "..." receiver = receiver[:6] + "..." + receiver[-3:] + "..." worth = "${:,.6f}".format(float(worth)/1000000) transaction_hash="https://etherscan.io/tx/" + transaction_hash tweet = f"New Whale Alert! {sender} despatched {worth} {token_name} to {receiver}! in transaction {transaction_hash}" send_tweet(tweet)
The above “sender” and “receiver” traces guarantee we solely tweet the primary six and the final three characters of a sender’s and receiver’s addresses. In any case, tweets have a restricted quantity of characters. In the case of “worth“, the above code provides the USD image and codecs the quantity in accordance with the truth that USDT makes use of six decimals. So far as “transaction_hash” goes, it merely follows Etherscan’s format. Furthermore, “tweet” constructs the message that we wish our Twitter bot for crypto to tweet:

Notice: You possibly can entry the entire “index.py” script on GitHub.
What’s a Twitter Bot?
A Twitter bot is a particular sort of app that has the facility to regulate a Twitter account. It does so by means of the Twitter API, which devs can entry by way of their Twitter developer portal accounts (as demonstrated above). Moreover, Twitter bots can carry out varied actions, together with posting tweets, re-tweeting, following, unfollowing, liking, and even direct-messaging different accounts. Out of those, the above tutorial confirmed you the best way to use a Twitter bot for tweeting.
Greatest Crypto Instrument for Builders
In the case of Web3 improvement and creating dapps (decentralized functions), there are a lot of helpful instruments. Nevertheless, due to its simplicity, cross-chain functionalities, and cross-platform interoperability, Moralis stands out. It serves as a device that bridges the event hole between Web2 and Web3. It permits devs to make use of legacy programming languages, frameworks, and platforms to affix the Web3 revolution. Right this moment’s tutorial is a superb instance of that – enabling Python-proficient devs to arrange a Twitter bot for crypto alerts.
Within the above tutorial, you had an opportunity to expertise the facility of Moralis’ Streams API. Nevertheless, that is simply one of many three core merchandise this enterprise-grade Web3 API supplier affords. Here’s a neat structure of Moralis’ API fleet:
You’ve already discovered and even skilled how the Streams API lets you take heed to on-chain occasions. The Web3 Knowledge API lets you fetch any on-chain data and get it parsed. Amongst many different options, Moralis can be an ENS resolver. Additionally, Moralis lets you add blockchain-based information storage. As for the Web3 Auth API, it allows you to equip your dapps with the most well-liked Web3 log-in strategies.
As Web3 expertise evolves, so does Moralis. It’s consistently enhancing and perfecting its services. Therefore, Moralis’ sources additionally repeatedly add increasingly more worth. For example, now you can use Moralis’ Pure Taps web page to entry user-friendly and hustle-free taps, together with the perfect Ethereum faucet and the Web3 market’s main Polygon Mumbai faucet. So, benefit from what Moralis has to supply; join immediately!
Methods to Create a Twitter Bot for Crypto – Abstract
The core of immediately’s article was our tutorial exploring the best way to create a Twitter bot for crypto. The tutorial took you thru the next 4 steps:
- Twitter developer portal setup
- Create your Twitter bot with Python and Tweepy
- Receive real-time, on-chain information with Moralis Streams
- Provide your Twitter bot for crypto with the knowledge out of your stream
As a part of the third step, you additionally discovered the best way to choose a community or extra of them and acquire a sensible contract ABI as a part of organising a brand new stream. Apart from the tutorial, you additionally discovered what a Twitter bot is and what makes Moralis the perfect crypto device for builders.
In case you loved making a Twitter bot for crypto, we encourage you to additionally discover our NodeJS Telegram bot tutorial. You may additionally need to cowl our Web3.py vs Web3.js comparability. On the Moralis weblog, you can even be taught the gist of sensible contract programming, what danksharding is, discover out which the last word NFT commonplace is by diving into the ERC721 vs ERC1155 comparability, and far more.
Apart from our crypto weblog, you additionally don’t need to miss out on sensible video tutorials that await you on the Moralis YouTube channel. Lastly, for those who want to develop into blockchain-certified, Moralis Academy is the place to be. There, you’ll discover numerous blockchain improvement programs; nevertheless, we encourage you to first get your blockchain and Bitcoin fundamentals straight.