Data Analytics Demo with Squid Consultancy Group

Explore our randomly generated dataset or upload your own Excel/CSV file to perform regression analysis, view live metrics, and uncover actionable insights.

Select Dataset

Upload Excel/CSV

X-Axis

Y-Axis

X-Axis Preprocessing

Y-Axis Preprocessing

Linear Polynomial

Polynomial Degree: 1

Train Split (%): 70

Dataset Preview

Top 5 Rows

Bottom 5 Rows

Dataset Statistics

Regression Metrics

Training Set

Intercept

Coefficients

R-Squared

Adjusted R-Squared

Data Analytics Demo with Squid Consultancy Group

Dataset Preview

Top 5 Rows

Bottom 5 Rows

Dataset Statistics

Regression Metrics

Training Set

Intercept

Coefficients

R-Squared

Adjusted R-Squared

Mean Squared Error

Root Mean Squared Error

Mean Absolute Error

Mean Absolute Percentage Error

F-Statistic

P-Value (F-Statistic)

Test Set

Intercept

Coefficients

R-Squared

Adjusted R-Squared

Mean Squared Error

Root Mean Squared Error

Mean Absolute Error

Mean Absolute Percentage Error

F-Statistic

P-Value (F-Statistic)

Regression Plot

Residual Scatter Plot

Residual Histograms

Training Set Residuals

Test Set Residuals