Amazon Sales Prediction Challenge

Estado: Closed
Premio: $15
Propuestas recibidas: 23
Ganador: Marwan328

Winner

Resumen del concurso

? HAGO Contest #2 – April ?
For data scientists and analytics enthusiasts, we present a new challenge with Amazon sales dataset.

? Tasks:

Explore the dataset in depth

Analyze patterns and trends

Build a predictive model using Python

Submit results in a PDF file within our private community

? Prize:

The winner receives $15 USD for the best analysis and prediction

? Don’t forget to join the IFAI Contest for future forecasting, where the winner earns $10 USD.

✨ Tips to increase your chances of winning:

Make your analysis comprehensive yet easy to understand

Add clear and insightful visualizations

Focus on prediction accuracy and creative ideas

https://www.skool.com/hago-8156

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Comentarios del empleador

“very good work ”

HAGO2020, Egypt.

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Adam F. Morocco

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Amir S. Egypt

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Rayane S. Algeria

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Asmaa E. Egypt

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Muhammad I. Pakistan

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Harsh T. India

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Mahmoud S. Egypt

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Awais I. Pakistan

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Afaq A. Pakistan

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Patrick O. Nigeria

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Nurfi Faradilla S. Indonesia

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Nurfi Faradilla S. Indonesia

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Tablero de aclaración pública

Marwan328
- 1 mes atrás
I have completed a full end-to-end analysis and predictive modeling solution for this challenge.

The project includes:
- Data cleaning and preprocessing (handling missing values and duplicates)
- Feature engineering (price-based features, review statistics, category encoding)
- NLP processing using TF-IDF on combined review text, titles, and product descriptions
- Model training and comparison (Linear Regression vs Random Forest)
- Final model performance: RMSE ≈ 0.273
- Visualizations and feature importance analysis for deeper insights

Due to submission limitations, only key results are attached here. The complete notebook, detailed analysis, and full report are available in my portfolio.

I would be happy to provide full access or discuss the approach in more detail if needed.
- 1 mes atrás
amirm121
- 1 mes atrás
Request contest holders to increase prize and upgrade contest by posting #extended, #guaranteed, #sealed, #increaseprize
- 1 mes atrás
rayanes48
- 1 mes atrás
Excited to participate in HAGO Contest #2 ! ?
I explored the dataset, analyzed key patterns, and built a predictive model to identify high-rated products.
Looking forward to feedback! number #19
- 1 mes atrás
hassanr313
- 2 meses atrás
Hi, Please check entry no #1
- 2 meses atrás
infinitestack
- 2 meses atrás
Hi, I’m unable to find the Amazon sales dataset for Contest #2 . Could you please share the dataset link?
- 2 meses atrás
Ibrahimtayyab989
- 2 meses atrás
Can you join me in the inbox? I have some questions for you.
- 2 meses atrás
Ibrahimtayyab989
- 2 meses atrás
hi i am here and working on it
- 2 meses atrás