basuraj3328/Complaint-Analysis
Project Description: complaint Analysis : "Analyzing Complaints based on Complaint Types and Regions. Cleaning and Preprocessing the Complaint Types Data. To calculate Resolution Time for each Complaints and checking which Agency resolve most complaints. To check City, Location and Month wise Complaint Types. Hypothesis testing (Shapiro-Wilk test,Kruskal-Wallis test ). Implementation of ML algorithm for classification of Complaint Types according to Resolution Time (KNN, Random Forest Classifier) & prediction( linear Regression). Time series analysis on Complaints and forecasting next 1week ,1 month, Complaints.(Decomposition, Stationarity, Moving Average ,Holt Winters Method, SARIMAX Model). Evaluation of the models.
正在读取项目信息…