I will perform python data preprocessing, extraction, cleaning, analysis and prediction
About this Gig
Are you struggling with raw, messy, or unorganised data? Want to extract valuable insights and build highly accurate predictive models using Python? You are in the perfect place!
I specialise in Python-based data manipulation, thorough data preprocessing, and exploratory data analysis (EDA). Whether your data is hidden in messy CSVs, Excel sheets, databases, or txt files, I will extract, clean, and transform it into structured, usable insights and machine learning predictions.
What I Will Do For You:
1. Data Extraction & Cleaning:
- Handle missing values, null values, and data anomalies.
- Detect and remove duplicate records (Data DeDuplication).
- Fix inconsistent data types (Dates, Currency, and Text Formatting).
- Merge, join, and concatenate multiple datasets seamlessly using Pandas.
2. Preprocessing & Feature Engineering:
- Outlier detection and treatment.
- Text and string manipulation (Data parsing and correction).
- Feature scaling, label encoding, and feature selection for Machine Learning.
Every dataset tells a story. Let's unlock yours! Please drop me a message now to discuss your specific dataset requirements before placing an order.
FAQ
What format should my data be in, and how do I share it with you?
You can share your data in almost any standard format, including CSV, Excel (.xlsx, .xls), JSON, TXT, or SQL database dumps. You can easily upload the file directly to the Fiverr attachment box when placing the order or in our chat window.
Will you provide the Python code file, or just the final cleaned data?
I will provide both! You will receive the 100% clean and structured final dataset (in Excel or CSV format) along with the complete, well-commented Python script or Jupyter Notebook (.ipynb file) so you can see exactly how the preprocessing was done.
My dataset has confidential and sensitive information. Is it safe with you?
Absolutely. Data privacy and confidentiality are my top priorities. Your data will never be shared with anyone else and will be completely deleted from my system once the order is completed and closed. If required, I am open to signing an NDA before you share the file.
Can you handle very messy datasets with lots of missing values or duplicates?
Yes, that is exactly what I specialize in! I use advanced Python libraries like Pandas and NumPy to detect, handle, and fix missing values (NaN), clean duplicate rows, fix incorrect date or text formats, and handle outliers to make your data completely error-free.
What does the "Live Consultation" include, and is it mandatory?
The live consultation is completely optional but highly recommended! It is a 15 to 60-minute session (depending on the package) conducted safely via Fiverr Zoom. It helps us discuss your project requirements in detail, review the final data insights, or help you set up and run the Python code on you
