Data Visualization Project
Yifan Wang
Dataset
Bar Chart
Bivariant Scatter Plot
Correlation Matrix
Scatterplot Matrix
Parallel Coordinates
PCA
Multidimensional Scaling
Dashboard
Dataset
The dataset selected is The Ames Housing dataset obtained from Kaggle and compiled by Dean De Cock. The dataset is a modernized and expanded version of the often cited Boston Housing dataset.

URL: https://www.kaggle.com/c/house-prices-advanced-regression-techniques/data
Bar Chart
Attribute:
SalePrice ▼
Bins:  34  Show Histogram:
Bivariant Scatter Plot of Selected Vaiables
Variable 1:
GrLivArea ▼
Variable 2:
SalePrice ▼
Correlation Matrix of Selected Vaiables
Scatterplot Matrix of Selected Vaiables
Note: The top 5 attributes from previously selected 10 attributes with greatest aggregated correlation strength are GrLivArea, OverallQual, TotalBsmtSF, 1stFlrSF, and, SalePrice in ascending order.
Aggregated Correlation
Parallel Coordinates of Selected Vaiables