Amazon Sales Prediction Challenge

Tila: Closed
Palkinto: $15
Vastaanotetut työt: 23
Voittaja: Marwan328

Winner

Kilpailun tehtävänanto

? 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

Suositellut taidot

Winner

Ilmoita samanlainen kilpailu

Työnantajan palaute

“very good work ”

HAGO2020, Egypt.

Kilpailun parhaat työt

adamf450 Morocco

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amirm121 Egypt

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shrouka89 Egypt

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rayanes48 Algeria

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asmaaeldaly88 Egypt

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abubakar566240 Pakistan

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tanyat29 India

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mahmoudsaqr31385 Egypt

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mrawaisiqbal Pakistan

0
AFAQCEO Pakistan

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patodeh Nigeria

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SHABNAM10AKTHER Bangladesh

0
seanna1705 Indonesia

0
seanna1705 Indonesia

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seanna1705 Indonesia

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shafikhan3300 Pakistan

0

Näytä lisää töitä

Julkinen selvennystaulu

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