Python Developer Needed for Data Cleaning & Processing
Budget / Salary₹1,500–12,500
TypeFreelance project
LocationRemote
Posted2 hours ago
We are looking for a Python developer for a small data cleaning and processing project. The task involves working with a provided dataset, identifying data quality issues, and preparing the data in a clean and consistent format for further use.
Scope of Work:-
* Review and understand the provided dataset.
* Identify and remove duplicate or irrelevant records.
* Handle missing, incomplete, or inconsistent data.
* Standardize text and data formats where required.
* Clean and normalize user-generated/text-based data.
* Apply basic Natural Language Processing techniques where needed.
* Create a reusable Python script for the data cleaning process.
* Integrate the processing logic with a basic Django backend/API.
* Provide the cleaned dataset along with the source code.
Requirements:-
* Strong experience with Python.
* Good understanding of Django and REST APIs.
* Experience with Natural Language Processing (NLP) and text cleaning.
* Ability to work with CSV/Excel/JSON datasets.
* Good understanding of data validation and transformation.
* Clean, readable, and well-structured code.
Deliverables:-
1. Cleaned and processed dataset.
2. Python data-cleaning script.
3. Basic Django API/backend integration.
4. Short documentation explaining how to run the script/API.
Scope of Work:-
* Review and understand the provided dataset.
* Identify and remove duplicate or irrelevant records.
* Handle missing, incomplete, or inconsistent data.
* Standardize text and data formats where required.
* Clean and normalize user-generated/text-based data.
* Apply basic Natural Language Processing techniques where needed.
* Create a reusable Python script for the data cleaning process.
* Integrate the processing logic with a basic Django backend/API.
* Provide the cleaned dataset along with the source code.
Requirements:-
* Strong experience with Python.
* Good understanding of Django and REST APIs.
* Experience with Natural Language Processing (NLP) and text cleaning.
* Ability to work with CSV/Excel/JSON datasets.
* Good understanding of data validation and transformation.
* Clean, readable, and well-structured code.
Deliverables:-
1. Cleaned and processed dataset.
2. Python data-cleaning script.
3. Basic Django API/backend integration.
4. Short documentation explaining how to run the script/API.
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