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https://github.com/chirag-s-kotian/jobify
a python script for finding jobs in twitter related to devops or you can customize it.
https://github.com/chirag-s-kotian/jobify
devops python python-script
Last synced: 16 days ago
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a python script for finding jobs in twitter related to devops or you can customize it.
- Host: GitHub
- URL: https://github.com/chirag-s-kotian/jobify
- Owner: Chirag-S-Kotian
- Created: 2025-01-19T16:31:57.000Z (18 days ago)
- Default Branch: main
- Last Pushed: 2025-01-19T16:45:04.000Z (18 days ago)
- Last Synced: 2025-01-19T17:45:40.676Z (18 days ago)
- Topics: devops, python, python-script
- Language: Python
- Homepage:
- Size: 2.93 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Job Search Script Using Twitter API
This script helps you search for job postings related to DevOps roles and internships posted on Twitter within a specified time frame (default is the last 24 hours). It uses the Twitter API v2 via the Tweepy library.
---
# Features
- Searches for tweets containing keywords like "DevOps," "Engineer," "Internship," "Junior," "Fresher," "Hiring," and "Entry Level."
- Filters out retweets programmatically to show only original tweets.
- Retrieves tweet details, including the text, author ID, creation time, and a direct URL.
- Handles rate limits and retries automatically.
---
# Prerequisites
1. **Python Environment**: Install Python 3.7 or higher.
2. **Tweepy Library**: Install the Tweepy library for interacting with the Twitter API.
3. **dotenv Library**: Install the dotenv library to load environment variables from a `.env` file.
4. **Twitter Developer Account**: Obtain a Bearer Token by creating a Twitter developer account and setting up a project in the Twitter Developer Portal.
---
# Setup Instructions
1. **Clone the Repository**:
```bash
git clone https://github.com/Chirag-S-Kotian/jobify.git
cd jobify
```
2. **Create a Virtual Environment**:
- On Windows:
```bash
python -m venv venv
venv\Scripts\activate
```
- On macOS/Linux:
```bash
python3 -m venv venv
source venv/bin/activate
```
3. **Install Dependencies**:
```bash
pip install tweepy python-dotenv
```
4. **Set Up Environment Variables**:
- Create a `.env` file in the project directory.
- Add your Twitter Bearer Token to the `.env` file:
```plaintext
TWITTER_BEARER_TOKEN=your_twitter_bearer_token
```
5. **Run the Script**:
```bash
python job.py
```
---
# Script Workflow
1. **Load Configuration**:
The script uses the `dotenv` library to load the Twitter Bearer Token from the `.env` file.
2. **Define the Search Query**:
- The query is set to search for DevOps-related jobs, internships, and entry-level roles.
- Keywords include: `DevOps`, `Engineer`, `Internship`, `Junior`, `Fresher`, `Hiring`, and `Entry Level`.
3. **Call Twitter API v2**:
- The `search_recent_tweets` method fetches tweets matching the query within the last 24 hours.
- Filters out retweets and non-English tweets programmatically.
4. **Handle Rate Limits**:
- Automatically waits and retries when rate limits are exceeded.
5. **Display Results**:
- Outputs relevant job postings in a user-friendly format, including:
- Tweet text
- Author ID
- Timestamp
- Direct tweet URL
---
# Example Output
When run successfully, the script outputs something like this:
```plaintext
Searching Twitter jobs using API v2...
Found 2 relevant tweets:
1. Tweet: "We're hiring a Junior DevOps Engineer! Exciting opportunity for freshers. #DevOps #Hiring"
Author ID: 12345678
Created At: 2025-01-18T15:30:45+00:00
URL: https://twitter.com/user/status/987654321
2. Tweet: "Looking for a DevOps intern to join our team. Apply now! #Internship"
Author ID: 87654321
Created At: 2025-01-18T18:20:30+00:00
URL: https://twitter.com/user/status/123456789
```
---
# Customization
1. **Time Frame**:
- Adjust the `start_time` in the `search_twitter_jobs_v2` function to change the time window.
```python
start_time = (datetime.now() - timedelta(days=)).isoformat("T") + "Z"
```
2. **Query**:
- Modify the `query` variable in the `main()` function to include additional keywords or phrases.
3. **Max Results**:
- Adjust the `max_results` parameter in the `search_recent_tweets` call (default is 20).
---
# Troubleshooting
1. **Rate Limits**:
- If you encounter a rate limit error, the script will automatically wait and retry.
2. **Invalid Token**:
- Ensure the Bearer Token in your `.env` file is correct and active.
3. **Query Errors**:
- Ensure your query is supported by the Twitter API v2. Avoid unsupported operators like `-filter:retweets`.
---
# License
This project is open-source and available under the MIT License. Feel free to modify and use it for your own purposes.
---
# Contributions
Contributions are welcome! If you have suggestions or enhancements, feel free to submit a pull request.
---
# Disclaimer
This script is for educational purposes only. Ensure compliance with Twitter's API usage policies when using this script.