Stackoverflow-Analysis

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

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**Is your feature request related to a problem? Please describe.** Analyze the impact of higher education, experience, and responsibilities on salary and gender inequalities. **Describe the solution you'd like** I...

avii-07

Fixing Issue #83 - Applied an SVM model

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Fixed #83 by implementing an SVM model on the dataframe to check job satisfaction and benchmarked it along with the pre-existing random forest regression and logistic regression model, using a...

sanskritilabroo

Code Added

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Aim:To find the best programming language among beginners and experts( in the year 2023) Procedure: 1. Clean the dataset(eg: convert 'less than 1 year' to 1 , remove Nan etc.)...

merciajeno

Bug on Random Forest Regressor for Job Satisfaction

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**Describe the bug** The random forest regressor is throwing an error because of a logical issue that is no.of splits are greater than no.of samples. For this logic to work,...

sanskritilabroo

Added Other visualization

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Added new visualization of Gender vs Location from where they do jobs .

Pranali3103

Enhanced Exploratory Data Analysis (EDA) Function with Improved Plot Titles, Labels, and Color Palettes

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Hello mentors, PAs. I've made several improvements to the plots: Updated the main title for histogram plots to provide a more descriptive overview: plt.suptitle('Distributions of Numeric Columns'). Adjusted the titles...

Devanik21

Make Issue template more visually appealing. #51

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Made this issue template looks great and added issue forms to the respective issues to make it easier for the contributor to raise it. This issue has been raised here:...

TonyStark-47

Change in trends of the market due to Recession and the Pandemic

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Hi, I'd like to the analysis for the same data in the period 2021-2023 and compare it with the results found in the period 2018-2020 and analyze how the pandemic,...

chelsi-k

Analysis on year 2020 dataset

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Hi @sanjay-kv I am Avi, one of the contributors to GSSOC'24. I would like to do an analysis on the 2020 year dataset. I will answer the questions like most...

avii-07

Improve documentation of Stackoverflow_Survey_Analysis.ipynb 2018 Dataset ( Part 1 )

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**Describe the bug** Comments explaining the code are currently too short and not present in some places well. **Expected behavior** Increasing frequency of comments and explaining the code more while...

tech-hardik