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@@ -36,9 +36,7 @@ Before installation, please make sure you have already installed the following t
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Fork the sanjay-kv/Stackoverflow-Analysis/ repository
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Follow these instructions on [how to fork a repository](https://help.github.com/en/articles/fork-a-repo)
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2. Clone the project
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```
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git clone [email protected]:your-username/Stackoverflow-Analysis.git
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```
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3. Download the orginal data from the [drive link](https://drive.google.com/drive/folders/13W20DfCW2W5GEeKTYTl7R6xV5hmPS2Do?usp=sharing)
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4. Open Jupyter Notebook and place the file in the project folder *Make sure you selecting the correct path*
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+ Impact of education/experience/responsibilities on gender inequalities.
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+ Impact on participation rate due to different ethnicity.
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+ To find whether there is any difference between men and women's income.
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+ Impact on the increase in popularity of a language in the current year due to developers interest in the previous year.
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+ Impact on the increase in popularity of a language in the current year due to developer's interest in the previous year.
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3. To perform data visualization on
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###### Data Wrangling
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**Dealing Null Values**: As this is a developer survey and few questions left unanswered by the respondents as *NA* or *Not Applicable* so dealing with null values is important to get precise information. Data conversion/ manipulation is also required, as the developer responded to the survey through radio buttons rather than yes or no pattern(Univariate analysis).
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**Dealing Null Values**: As this is a developer survey and few questions left unanswered by the respondents as '*NA*' or '*Not Applicable*' so dealing with null values is important to get precise information. Data conversion/ manipulation is also required, as the developer responded to the survey through radio buttons rather than yes or no pattern(Univariate analysis).
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###### Techniques expect to use in the project
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This repo is crafted with ♥ and owned/maintained by @sanjay-kv
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