Twitter API with Python 2022 - using Tweepy | NLP Project Series - Part 1/3 | Sentiment Analysis

In this tutorial, we shall discuss how to configure a Twitter Developer Account (with API v2) that allows you to pull 2 million tweets per month.

In this three part learning series, we are going to perform Sentiment Analysis on live tweets duly pulled from twitter, and use it to tell whether people are happy about the new iPhone announcement, or Americans are still missing their beloved president Donald Trump :-)

🔥 Links to the entire series:

This is the first part to this three part series.

In the upcoming parts, I will introduce you to a Python library called Tweepy, that enables Python to communicate with Twitter platform and consume its API. And lastly, we shall perform sentiment analysis and visualizations on live tweets, pulled from twitter.

Having a Natural Language Processing or NLP Project in your Data Science Portfolio makes your CV stand-out. But, getting hold of a quality dataset might come in your way. Well, not anymore. Twitter is, actually, a great resource for getting text data, as:
- it has an API,
- credentials are easy to acquire and
- there are a number of python libraries available to consume Twitter’s API, like: Tweepy

Happy learning :)

🔥 Sections

00:00 Introduction
01:17 Prerequisites
02:58 Twitter Developer Portal
04:12 Elevated Access for 2M tweets
05:51 Read & Write Access
06:59 Final API Keys
07:47 Testing API Integration
08:23 Up next: Tweepy Intro

🔥 Resources:

Our other popular ML Projects:
2. Sentiment Analysis Project (End-to-end) with ML Model Building + Deployment (using Flask):

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[RadhaBandewale]

Thank you so much sir. This really helped me in my project.

[rhs]

Hello sir
Iam not getting verification code to my mobile number

[harshithas-tj]

Hi, i am getting forbidden:403 forbidden error when trying to search for tweets using tweepy client .please let me know how can I resolve this

[gaurivenkatachalapathi]

There is no elevated access now, can you help with how I can get to extract more tweets?

[-vishalvardhan]

Hi, in Twitter ( X) I'm not able to find elevated access option, to find that option i should take subscription of X .?

[ajinkyaadhotre]

Hey ! whenever i enter my phone number(Indian phone number ) which is of jio and another of airtel it tells me that the operator isn't supported, what should i do ? i need a urgent twitter API for my project

[muhammadyusoffjamaluddin]

Still waiting a follow up video for this error:
Forbidden: 403 Forbidden
When authenticating requests to the Twitter API v2 endpoints, you must use keys and tokens from a Twitter developer App that is attached to a Project. You can create a project via the developer portal.

[penkydyu]

I should say it's quite hard task to get elevated access from these peeps

[preethi]

At developer portal it is asking for money