Python Legal Theme Extraction Script
Budget: €250 – €750 EUR
I'm seeking a seasoned Python developer with a solid understanding of NLP tools like OpenAI, Hugging Face, NLTK, etc. The primary task involves writing and executing a Python script that will extract approximately five key legal themes or causes from each summary in a batch of approximately 10,000 different legal cases.
Key tasks would include:
• Implementing the script to efficiently extract relevant legal themes from a considerable volume of legal case summaries.
• Storing these extracted themes in a text file for future reference and utility.
• Comparing the extracted themes with pre-existing themes via statistical analysis to ensure relevance.
• Additionally, the Python script should evaluate and assign scores to the key legal themes based on their importance within each case summary.
Ideal skills for this project:
• Extensive Python scripting skills.
• Prior experience with NLP tools like OpenAI, Hugging Face, NLTK, etc.
• A general understanding of legal concepts, particularly legal themes, would be advantageous.
• Proven statistical analysis skills.
• Ability for stringent attention-to-detail and high accuracy in work results.
This project is an excellent opportunity for someone who enjoys data analysis and likes diving deep into the fascinating world of legal themes to extract meaningful insights.
If successful in this task, there are follow-on projects involved in carrying out thematic and sentiment analysis of management earnings calls to spot for early warning signs around themes related to corporate litigation.
Key tasks would include:
• Implementing the script to efficiently extract relevant legal themes from a considerable volume of legal case summaries.
• Storing these extracted themes in a text file for future reference and utility.
• Comparing the extracted themes with pre-existing themes via statistical analysis to ensure relevance.
• Additionally, the Python script should evaluate and assign scores to the key legal themes based on their importance within each case summary.
Ideal skills for this project:
• Extensive Python scripting skills.
• Prior experience with NLP tools like OpenAI, Hugging Face, NLTK, etc.
• A general understanding of legal concepts, particularly legal themes, would be advantageous.
• Proven statistical analysis skills.
• Ability for stringent attention-to-detail and high accuracy in work results.
This project is an excellent opportunity for someone who enjoys data analysis and likes diving deep into the fascinating world of legal themes to extract meaningful insights.
If successful in this task, there are follow-on projects involved in carrying out thematic and sentiment analysis of management earnings calls to spot for early warning signs around themes related to corporate litigation.