How can I get a stream of tweets from Twitter containing a particular hashtag using the Twitter API?

Question

Daniela Turcanu · Answer

To do this, you can use a simple tool like Walls.io, which already uses Twitter’s API to collect and display tweets that contain a particular hashtag. This tool makes it simple for users as they match posts pulled from Twitter’s API with a friendly interface so that the end user doesn't need any programming knowledge.

Apart from hashtags, it also pulls posts from:

Profiles
Collections
Lists

Twitter collections allow you to cherry-pick the tweets you want to see by allowing you to filter tweets by hashtags, additional words, and phrases. If this method is too specific, you can filter the tweets with

Apart from hashtags, it also pulls posts from:

* Profiles
 * Collections
 * Lists
Twitter collections allow you to cherry-pick the tweets you want to see by allowing you to filter tweets by hashtags, additional words, and phrases. If this method is too specific, you can filter the tweets with lists that allow you to simply choose the profiles you want to include. The stream that you have created can then be embedded onto a website or displayed on a digital screen.

You can choose how you want your wall to appear using the dashboard. You can also use different filters to refine the profile content posted on your wall.

The system supports the following post types,

* Text posts
 * Picture posts
 * Video posts
 * Retweets
 * Replies to your tweets
 * Replies to other tweets
 * Tweets to other users
You can display the Twitter feed on a physical display like TEDx Freiburg did:

Or you can embed it on a website. It takes less than 5 minutes.

It’s important that once you have chosen what you want in your feed, you have the ability to moderate it, especially if you are using it in real-time. Walls.io [ https://walls.io/?utm_campaign=noisydigital19&utm_medium=answer&utm_source=quora ] has moderation tools, including a spam filter and blacklist where you can specify what you don’t want to be included to ensure unwanted posts don’t appear on your feed.

Streaming particular tweets on a social wall is a great way to ensure you display a curated collection of messages supporting your business, adding user-generated content, and building your brand.

If you are a developer and need an API for multiple social media networks, you can use the Walls.io meta API, meaning you only have to connect with one programming interface.

ChatGPT · Answer

To get a stream of tweets containing a specific hashtag using the Twitter API, you can use the Twitter API v2, which provides a way to filter real-time tweets. Here’s how you can do it:
Step-by-Step Guide
1. Create a Twitter Developer Account:
   - Go to the Twitter Developer Portal [ https://developer.twitter.com/en/portal/dashboard ].
   - Sign up for a developer account and create a new project.
2. Get API Keys and Tokens:
   - Once your project is approved, navigate to the "Keys and tokens" section to get your Bearer Token, which you will need for authentication.
3. Set Up Your Environment:
   - Make sure you have Python installed on your machine. You may also need to install the [code]requests[/code] library if it's not already installed. You can install it using pip:
     [code]bash
     pip install requests[/code]
4. Use the Twitter API to Stream Tweets:
   - You can use the following Python code to stream tweets containing a specific hashtag. Replace [code]YOUR_BEARER_TOKEN[/code] with your actual Bearer Token and [code]#YourHashtag[/code] with the hashtag you're interested in.
[code]import requests
import os
import json

# Bearer Token
bearer_token = 'YOUR_BEARER_TOKEN'

# Function to create a header for the request
def create_headers(bearer_token):
    headers = {"Authorization": f"Bearer {bearer_token}"}
    return headers

# Function to connect to the stream
def connect_to_stream():
    url = "https://api.twitter.com/2/tweets/search/stream"
    headers = create_headers(bearer_token)

response = requests.get(url, headers=headers, stream=True)

if response.status_code != 200:
        raise Exception(f"Cannot connect to stream: {response.status_code} {response.text}")

return response

# Function to filter tweets by hashtag
def filter_tweets_by_hashtag(hashtag):
    response = connect_to_stream()

print(f"Listening for tweets containing: {hashtag}")
    for response_line in response.iter_lines():
        if response_line:
            tweet = json.loads(response_line)
            if 'data' in tweet and hashtag.lower() in tweet['data']['text'].lower():
                print(tweet['data']['text'])

# Start the stream
filter_tweets_by_hashtag('#YourHashtag')[/code]
Notes:
 * Rate Limits: Be aware of Twitter's rate limits when using the API. Check the Twitter API documentation [ https://developer.twitter.com/en/docs/twitter-api/rate-limits ] for details.
 * Filtering: The above example filters tweets in memory. You can modify it to store tweets in a database or file for later analysis.
 * Error Handling: Implement error handling and reconnection logic to manage interruptions in the stream.
 * Environment Variables: Consider using environment variables to store sensitive information like your Bearer Token.
Additional Resources:
 * Twitter API v2 Documentation [ https://developer.twitter.com/en/docs/twitter-api ]
 * Twitter API v2 Tweet Search Stream [ https://developer.twitter.com/en/docs/twitter-api/tweets/filtered-stream/introduction ]
Using this approach, you can effectively stream tweets containing a particular hashtag in real-time.

Adam Loving · Answer

You can use either the Twitter search REST API or streaming API.

Jeff Ski Kinsey · Answer

Why bother, just use the RSS feed. Replace "mymagapp" with the desired hashtag: (see image) as quora converted the text to an actual search when I entered the text.

BABY PURR PURR · Answer

Sorry,I don,t use twitter!

Megan Brown · Answer

There are a lot of free tools you can also use to do this. Here's what I recommend:

To participate in the conversation containing that hashtag, I recommend Tweetchat - http://tweetchat.com/

To track more than one hashtag and view all at once, I recommend Tweetgrid - TweetGrid - by jazzychad [ http://tweetgrid.com/ ]

Monitter is another tool that enables you to monitor several keywords/hashtags at once as well, and you can also narrow the search to a specific geographic location - real time, live twitter search and monitoring [ http://monitter.com/ ]

You can also create streams in Hootsuite (Social Media Management [ http://www.hootsuite.com ]) to monitor specific hashtags. This can be a column alongside all of your other feeds (timeline, inbox, etc).

Manuel Lemos · Answer

You can perform searches on Twitter and get the results using RSS. If you monitor the RSS feed for a search of your hash tag, you can get the stream of tweets you want.

For instance if you want to search for #quora you can monitor this RSS feed:

http://search.twitter.com/search.atom?q=%23quora

Nitin Agarwal · Answer

Can we get tweets for last 4 months... suppose I am pulling tweets in April.. is there any way to get all the tweets since 1st Jan to 1st april ??

I tried using below command but I am not getting tweets since Jan..

tweets %3C- searchTwitter("India",n=10000, since="2015-01-01", lang="en")

Chris Taylor · Answer

Depends on your exact setup but here is an example of how I can open a stream and track a hashtag in Node:

[code]  // Stream checking for #LouBagel
  T.stream('statuses/filter', {track: '#LouBagel'}, function(stream) {
    stream.on('data', function(tweet) {
      console.log('Found Lou Bagel tweet: https://www.twitter.com/' + tweet.user.id_str + '/status/' + tweet.id_str);
      retweetTweetObj(tweet); // my function to retweet
    });

stream.on('error', function(error) {
      console.log(error);
    });
  });
[/code]

Okovitova Karolina · Answer

You can make use of Twitter’s ‘advanced search’.

But sometimes, when I use Twitter advanced search, it often get errors. So I like using the 3rd-party tools to search users and posts. TweetAttacksPro is my best tool. It has 3 ways to search tweets: keyword search, advanced search, and import usernames. It can get tweets’ content, author, and link, These data can be saved in a CSV or TXT file.

Daniela Turcanu · Answer

To do this, you can use a solution such as Walls.io, which uses Twitter’s API to collect and display tweets containing a particular hashtag posted by users with public Twitter profiles. It makes it simple for you because they match the API with a friendly interface, so you don’t need to have any previous programming knowledge.

You can use different parameters to curate your stream:

Hashtags
Profiles
Collections
Lists

Twitter Collections allows you to filter tweets by hashtags, additional words, and phrases, or if you prefer, you can filter the tweets with Lists which allows you to simply choose the

You can use different parameters to curate your stream:

* Hashtags
 * Profiles
 * Collections
 * Lists
Twitter Collections allows you to filter tweets by hashtags, additional words, and phrases, or if you prefer, you can filter the tweets with Lists which allows you to simply choose the profiles you want to be included. Your created stream can then be embedded onto a website or displayed on a digital screen.

With Walls.io, [ https://walls.io/?utm_campaign=noisydigital19&utm_medium=answer&utm_source=quora ] you can choose how you want your wall to appear using the dashboard. You can also use different filters to refine the profile content posted on your wall.

The system supports the following post types,

* Text posts
 * Picture posts
 * Video posts
 * Retweets
 * Replies to your tweets
 * Replies to other tweets
 * Tweets to other users
If you need to connect with multiple social media networks, the Walls.io meta API [ https://walls.io/solutions/api-projects?utm_campaign=noisydigital19&utm_medium=answer&utm_source=quora ] allows you to connect to one source to get content from all of them. You can then present the content of your social wall in any way you want.

Using moderation tools, including a spam filter and blacklist, you can specify what you don’t want to be included to ensure unwanted posts don’t appear on your feed. This means that your social wall streams exactly the content you want in a way that supports your business, adds user-generated content, and builds your brand.

Victor Chandler · Answer

To get all tweets that were ever posted using a particular hashtag, you can use the Twitter API. Here’s a general outline of how you could approach this:

Steps to Retrieve Tweets with a Specific Hashtag:

1%3E Access Twitter API:

* You need to have a Twitter Developer account and create an application to obtain API keys and tokens.
 * * Twitter API documentation: Twitter API.
 * 2%3E Use Twitter API Search Endpoint:
 * * The search endpoint allows you to fetch tweets based on various parameters, including hashtags.
 * * Endpoint documentation: Search Tweets.
 * 3%3E Construct your Query:
 * * Use the q parameter with your hashtag query, for example, #yourhashtag.
 * * You can specify additional parameters like date range (since, until), language (lang), and more to narrow down your search.
 * * Example query: q=%23yourhashtag%20since%3A2010–01–01%20until%3A2024–07–16.
 * 4%3E Handle Pagination:
 * * Twitter API limits the number of tweets returned per request. You may need to handle pagination to retrieve all tweets.
 * * Use the next_token parameter in the response to fetch subsequent pages of results.
 * 5%3E Retrieve and Store Tweets:
 * * Once you receive the tweets from the API, you can store them in a database or process them as needed for your application.
 * Example Code (Python with Tweepy):
 * Here’s a basic example using Python and Tweepy library to fetch tweets with a specific hashtag:
 * python
 * Copy code
 * import tweepy
 * # Twitter API credentials
 * consumer_key = ‘your_consumer_key’
 * consumer_secret = ‘your_consumer_secret’
 * access_token = ‘your_access_token’
 * access_token_secret = ‘your_access_token_secret’
 * # Authenticate
 * auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
 * auth.set_access_token(access_token, access_token_secret)
 * api = tweepy.API(auth, wait_on_rate_limit=True)
 * # Define the hashtag and date range
 * hashtag = ‘#yourhashtag’
 * since_date = ‘2010–01–01’
 * until_date = ‘2024–07–16’
 * # Collect tweets
 * tweets = tweepy.Cursor(api.search, q=f’{hashtag} since:{since_date} until:{until_date}’, tweet_mode=’extended’).items()
 * # Process tweets
 * for tweet in tweets:
 * print(tweet.created_at, tweet.full_text)
 * # You can save these tweets to a database, file, or process them further
 * Notes:
 * * Twitter API Rate Limits: Be aware of Twitter’s rate limits when making requests. Tweepy’s wait_on_rate_limit=True helps in handling these limits gracefully.
 * * Data Storage: Depending on the volume of tweets, consider how you will store or process the data efficiently.
 * * Privacy and Permissions: Ensure compliance with Twitter’s API terms of service and respect user privacy when handling tweet data.
 * By following these steps and using the Twitter API effectively, you can retrieve tweets that match your specified hashtag over a given timeframe.

Joseph Parker · Answer

To retrieve all tweets that have ever been posted using a specific hashtag, you can follow these methods:

1%3E Twitter API:

* Twitter Developer Account: First, create a Twitter Developer account and set up a project to obtain API keys.
 * * Using the Search API: The API allows you to search tweets using hashtags, but keep in mind that you can only access tweets from the past 7 days with the standard search endpoint. The full archive is available through the Academic Research product or the Full-archive search, which may require additional application approval.
 * * Pagination: You’ll need to paginate through results to collect as many tweets as possible, adhering to rate limits.
 * 2%3E Third-Party Tools:
 * * Services like TweetDeck or Hootsuite can help monitor hashtags, but they typically won’t allow you to download all past tweets.
 * * Some data analysis services offer historical Twitter data for a fee.
 * 3%3E Web Scraping:
 * * If you don’t have access to the API, you could use web scraping to gather tweets from the Twitter website. However, this method violates Twitter’s terms of service and is not recommended.
 * 4%3E Data Archives:
 * * Some organizations and researchers maintain archives of tweets for specific hashtags. You might find datasets available for research purposes on platforms like Kaggle or academic repositories.
 * 5%3E Manual Search:
 * * For a small number of tweets, you can manually search Twitter and scroll back through the feed, but this is not feasible for a large dataset.
 * Important Considerations
 * * Rate Limits: Be aware of Twitter’s API rate limits when making requests.
 * * Terms of Service: Always adhere to Twitter’s terms of service, especially regarding data use and scraping.
 * * Privacy and Ethics: Consider the ethical implications of collecting and using Twitter data, especially if it involves personal information.
 * Using the Twitter API is usually the most reliable and efficient method for gathering tweets associated with a specific hashtag.

Daniela Turcanu · Answer

Try using a social media aggregator [ https://walls.io/?utm_campaign=noisydigital19&utm_medium=answer&utm_source=quora ] to collect, curate and display social media feeds from Twitter and other social media platforms for a specific hashtag.

This aggregation tool allows you to easily:

* Collect content from multiple social platforms
 * Design, customize and moderate your social wall
 * Display and embed your social wall where you want.
It’s really simple! Walls.io [ https://walls.io/?utm_campaign=noisydigital19&utm_medium=answer&utm_source=quora ] uses the Twitter API, and matches it with a user-friendly interface so you don’t need to have any programming knowledge. You can collect via specific hashtags, lists or profiles and then embed custom Twitter feeds on your website using either iFrame or JavaScript. They even have a plugin for WordPress sites.

You can stream your hashtag campaign on a social wall on your site or on a digital display and let user-generated content shine. Creating one takes less than 5 minutes:

https://www.youtube.com/watch?v=SLsY6fo0DAw

Henk van Ess · Answer

1. Own hashtags

If you want to save your own tweets with a hashtag, use this workaround via Google Reader http://www.searchenginepeople.com/blog/steal-idea-google-reader-twitter-hashtags.html

2. Of other people

The Archivist, http://archivist.visitmix.com/ad6b91f7/3 To use your own example, hashtags on #quora are saved from 9/11/2011 - so in this case it starts monitoring after you query. That's not what you want.

With twapperkeeper.com you can search hashtags that are deliberately saved, most of the time by organizers of events

When you go to  Trendistic, you get #quora tweets till 180 days ago, http://trendistic.indextank.com/quora/_180-days

Neil Kodner · Answer

Use the streaming API's track filter method with the track parameter. An example can be found on twitter's API documentation. (http://dev.twitter.com/pages/streaming_api_methods#track)

From there, you can use curl to redirect the tweets into a plain text file or a database of your choice. I personally pipe the curl output into mongoimport for storage in a MongoDB database.

Dan Mazzini · Answer

Twitter search API only works up to 7/8 days back in time. If you want past data, you need to use one of the official Twitter data providers, and it's pretty expensive.

Andy Murdoch · Answer

Look into rowfeeder.com. They will dump all tweets containing your hashtag into a Google spreadsheet (free for %3C500 tweets per month, graduated pricing thereafter).

I'm not affiliated with rowfeeder in any way, but I am a happy customer.

James DiGioia · Answer

Use this:

http://mashe.hawksey.info/2011/11/twitter-how-to-archive-event-hashtags-and-visualize-conversation/

Gopal Chhetri · Answer

On Twitter, search with the same hashtag that you want to get users for; for example, #QuoraAnswers will give you users ('accounts'  as called on Twitter) who have used the same hashtag for discussions. You may as well use free tools like 'Twazzup' or 'Topsy' to search for (and filter) the users.
Hope this helps.