implementation of data-scientist Salary Estimator

[VivanVatsa]

Hi, I am a GSSOC'21 participant.

I will be making a data scientist salary estimator analyzing the mean absolute error out of scraped data from glassdoor. what will my project contain:

• scraped datasets from Glassdoor search for "Data Scientist Jobs"
• with the help of selenium, will have scraped salary as the dataset
• Cleaned data for ease of understanding
• Exploratory Data Analysis (EDA): great visualizations (bar plots, pivot tables, and Heatmaps)
• Model Building: to determine the mean absolute error in salaries will use 3 different models:
  • Random Forrest
  • Multiple linear Regression
  • Lasso Regression

will start the implementation, once this issue is assigned to me.

[ashishsahu1]

@VivanVatsa Go ahead

[i-shreyagarg]

I am a participant of GSSOC'21 I would like to contribute in this

[VivanVatsa]

I have been working on it for a week now the data rendering and model building is taking a little bit extra time will be pushing the project as soon as the model rendering gives utmost accuracy