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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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@@ -58,7 +56,7 @@ Stack overflow is a professional community for developers, Stackoverflow conduct
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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 developer’s 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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@@ -87,7 +85,7 @@ The data is in a schema CSV file that consists of 252,199 observations and 62 va
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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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@@ -118,7 +116,6 @@ This project needs a ⭐️ from you. Don't forget to leave a star ⭐️
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This repo is crafted with ♥ and owned/maintained by @sanjay-kv
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