<h1align="center">Stackoverflow Analysis Guidelines </h1>


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This is the all inone place for documentation help regarding thepostman challenge.

This is the all-in-one place for documentation help regarding thePostman challenge.

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To performAnalysis on 3 yearsStackoverflow datasetto gain insights.

To performanalysis onthe last3 yearsof Stack Overflow datato gain insights into developer trends and behaviors.

- Analyze the impact of higher education on the salary of the surveyed developers.

- Investigate the impact of education/experience/responsibilities on gender inequalities.

- Examine the impact on participation rates due to different ethnicities.

- Determine if there is a difference between men's and women's incomes.

- Analyze the increase in popularity of a language in the current year due to the developer’s interest in the previous year.

Stack Overflow is a professional community for developers, conducting an annual survey. Analyzing the dataset professionally using modern tools can enable us to answer real-world questions effectively. The dataset covers 275 questions in total.

- Analyze the impact of higher education, experience, and responsibilities on salary and gender inequalities.

- Investigate participation rates based on ethnicity and differences in income between men and women.

- Explore the popularity of programming languages and predict their growth based on survey responses.

- Examine the impact of education, experience, and responsibilities on gender inequalities.

- Analyze the increase in popularity of a language in the current year due to developer interest in the previous year.

1. Perform Analysis on the last 3 years Stack Overflow dataset to extract insights.

2. Analyze the impact of higher education, experience, and responsibilities on salary and gender inequalities.

3. Investigate participation rates based on ethnicity and differences in income between men and women.

4. Explore the popularity of programming languages and predict their growth based on survey responses.

The dataset comes from the annual Stack Overflow developer survey, covering responses from developers in 180 countries. The data are available in CSV format, ranging from 40 to 150 MB, with responses from 1.5 Lakh survey participants.

The dataset comes from the annual Stack Overflow developer survey, covering responses from developers in 180 countries. The data is available in CSV format, ranging from 40 to 150 MB, with responses from 1.5 Lakh survey participants.

The data is in a CSV file format with 252,199 observations and 62 variables.

Data wrangling tasks include handling null values and converting data for analysis. Techniquessuch asMLalgorithms and data visualizationwill be employed.

- Use techniquessuch asmachine learningalgorithms and data visualizationto extract insights.

- Contributions are greatly appreciated. Check out our[Contribution Guidelines](https://github.com/Recode-Hive/Stackoverflow-Analysis/tree/main/Readme)

- Contributions are greatly appreciated. Check out our[Contribution Guidelines](https://github.com/Recode-Hive/Stackoverflow-Analysis/tree/main/Readme).

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Here's a link to the project wiki:[Stackoverflow Analysis Wiki](https://github.com/tech-hardik/Stackoverflow-Analysis/wiki)

Here's a link to the project wiki:[Stackoverflow Analysis Wiki](https://github.com/tech-hardik/Stackoverflow-Analysis/wiki)