[PROJECT PROPOSAL]:Water Quality Analysis

[Venkatapranay]

Project Request

---Perform EDA on water quality dataset to determine whether the water is drinkable or not

| About | performing data analysis to determine water quality |
| Github | Venkatapranay |
| Email | pranaykarakavalasa@gmail.com |
| Label | GSSOC'23 |

https://github.com/Venkatapranay

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Define You

• GSSOC Participant
• Contributor

Project Name

Water Quality Analysis

Description

performing data analysis to determine water quality

Scope

can be used in water supply

Timeline

August 6 2023

Video Links or Support Links

dataset : https://www.kaggle.com/datasets/adityakadiwal/water-potability

[Venkatapranay]

Hi @miraj0507 @adithya-s-k ! I have raised this issue under GSSOC'23. Can you assign this issue to me.

[Kyouma45]

Hello @adithya-s-k, I would like to work on this issue. Can you please assign this issue to me?

[SaiBhaskar0987]

Full name : Sai Bhaskar Kandula
GitHub Profile Link: https://github.com/SaiBhaskar0987
Email ID : saibhaskark05@gmail.com

Approach for this Project :

Conducting exploratory data analysis (EDA) on a water quality dataset to evaluate drinkability entails several essential steps. Initially, comprehending the dataset's structure and rectifying it by addressing missing values and ensuring uniformity is imperative. Descriptive statistics and visual exploration aid in comprehending data distributions and detecting any anomalies or trends. Correlation analysis unveils interrelationships among water quality parameters, while hypothesis testing validates assumptions. Optionally, machine learning models can prognosticate drinkability based on quality parameters. Ultimately, interpreting findings and meticulously documenting the process ensures transparency and facilitates informed decision-making concerning the water's potability.

Dataset: https://www.kaggle.com/datasets/adityakadiwal/water-potability

What is your participant role: GSSOC 2024 Contributor

If you are ok with all sir or any changes you want me to include, please tell me and please @Venkatapranay sir assign me this issue

[SaiBhaskar0987]

Sir as I reqested you earlier, Can you please assign me the issue @Venkatapranay.