The State$\_$wise$\_$Health$\_$income dataset given is about the Health and economic conditions in different States of a country. The Group States based on how similar their situation is$,$ so as to provide these groups to the government so that appropriate measures can be taken to escalate their Health and Economic conditions.Perform the following steps in given order:

$2\mathrm{.}1.$ Read the data and do exploratory data analysis. Describe the data briefly. $($Check the null values, Data types, shape, EDA, etc, etc$)$

$2\mathrm{.}2.$ Do you think scaling is necessary for clustering in this case? Justify

$2\mathrm{.}3.$ Apply hierarchical clustering to scaled data. Identify the number of optimum clusters using Dendrogram and briefly describe them.

$2\mathrm{.}4.$ Apply K$-$Means clustering on scaled data and determine optimum clusters. Apply elbow curve and find the silhouette score.

$2\mathrm{.}5.$ Describe cluster profiles for the clusters defined. Recommend different priority based actions that need to be taken for different clusters on the bases of their vulnerability situations according to their Economic and Health Conditions.