Amazon Sales Prediction Challenge

Status: Closed
Hadiah: $15
Entri Diterima: 23
Pemenang: Marwan328

Winner

Deskripsi Kontes

? 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

Keahlian yang Disarankan

Winner

Buat Kontes Seperti Ini

Umpan balik Pemberi kerja

“very good work ”

HAGO2020, Egypt.

Entri teratas dari kontes ini

Adam F. Morocco

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Amir S. Egypt

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Shrouk A. 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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Shabnam A. Bangladesh

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Nurfi Faradilla S. Indonesia

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Nurfi Faradilla S. Indonesia

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Nurfi Faradilla S. Indonesia

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Muhammad S. Pakistan

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Papan Klarifikasi Publik

Marwan328
- 1 bulan yang lalu
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 bulan yang lalu
amirm121
- 2 bulan yang lalu
Request contest holders to increase prize and upgrade contest by posting #extended, #guaranteed, #sealed, #increaseprize
- 2 bulan yang lalu
rayanes48
- 2 bulan yang lalu
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
- 2 bulan yang lalu
hassanr313
- 2 bulan yang lalu
Hi, Please check entry no #1
- 2 bulan yang lalu
infinitestack
- 2 bulan yang lalu
Hi, I’m unable to find the Amazon sales dataset for Contest #2 . Could you please share the dataset link?
- 2 bulan yang lalu
Ibrahimtayyab989
- 2 bulan yang lalu
Can you join me in the inbox? I have some questions for you.
- 2 bulan yang lalu
Ibrahimtayyab989
- 2 bulan yang lalu
hi i am here and working on it
- 2 bulan yang lalu