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Stack overflow is a professional community for developers. This repo analysis 3 years of developer Survey done by Stackoverflow and do visualization and predict the salary of Data Scientist in future...

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1.Obtain the Stack Overflow developer survey dataset for the relevant years 2.Decide on a threshold to distinguish between beginners and experienced developers based on years of coding experience. 3.Filter the...

gssoc
level2

Investigated the participation rates based on ethnicity and differences in income between men and women on survey_results_sample_2019.csv

### Descriptioin As the project gets bigger visualization needs a step-by-step guide for the beginner to understand the ML algorithms and visualization techniques used here. Need to document the same....

documentation
enhancement
good first issue
gssoc
level1

Description: Given that the salary variable is a continuous variable, it would be right to apply regression models such as linear regression, random forest regressor, decision tree regressor, etc., but...

enhancement
⭐goal: addition
gssoc
level3

Our code uses several metrics to compare accuracy such as precision, recall, F1_Score. 1. I would like to firstly, visualize a confusion matrix for the same using heatmap, create a...

gssoc
level1

it is kinda difficult to make the jupter notebook user-friendly and kinda inclusive so making a webpage that include all insights and By transitioning from Jupyter notebooks to a web...

⭐goal: addition
gssoc
level3

**Describe the bug** Hi I would like to Hi @sanjay-kv I would like to Normalize skewed value and Perform EDA so that its' fit for model training. I plan to...

gssoc
level2

### Descriptions Improve the current visualization with more eye-catching details and improvements. Feel free to experiment with more visualizations.

enhancement
good first issue
gssoc
level1

**Describe the Feature you want to end** Currently, the issue template for this repo seems to be basic also it is less visually appealing.👇 ![Screenshot 2023-06-12 at 02-10-25 New Issue...

gssoc
level2