Pima Indians Diabetes Analysis

1 Setup and Data Loading

[cite_start]This section prepares the environment by loading libraries and the dataset.

# [cite_start]Load the dataset provided in the file 
df <- data.frame(
  TradeID = c(701,702,703,704),
  InvestorName = c("Aman","Riya","Karan","Neha"),
  StockSector = factor(c("IT","Banking","IT","Pharma")),
  TradeType = factor(c("Buy","Sell","Buy","Sell")),
  Shares = c(10,15,20,12),
  BuyPrice = c(1500,1200,1400,900),
  SellPrice = c(1600,1250,1500,950),
  Brokerage = c(50,70,60,40)
)
df

##   TradeID InvestorName StockSector TradeType Shares BuyPrice SellPrice
## 1     701         Aman          IT       Buy     10     1500      1600
## 2     702         Riya     Banking      Sell     15     1200      1250
## 3     703        Karan          IT       Buy     20     1400      1500
## 4     704         Neha      Pharma      Sell     12      900       950
##   Brokerage
## 1        50
## 2        70
## 3        60
## 4        40