##introduction to R R is a powerful, open-source programming language and environment designed for statistical computing and data analysis. Widely used by data scientists and statisticians, R offers extensive libraries, data visualization tools, and statistical techniques. Its flexibility and versatility make it a preferred choice for exploring, modeling, and visualizing data.

##basic components Variables: Store and manipulate data. Functions: Perform operations or computations. Data Structures: Organize and store data. Control Structures: Control the flow of program execution (e.g., loops and conditionals). Libraries (Packages): Extend R’s capabilities with specialized functions. Data Import/Export: Read and write data from/to various formats. Documentation: Add comments and documentation for code clarity. Graphics: Create visualizations and plots.

##datatypes in r Numeric: Represents numbers (e.g., 3.14, -42). Character (String): Stores text (e.g., “Hello, World!”). Logical: Represents TRUE or FALSE values. Date and Time: Handles date and time values.

# Define variables with different data types
numeric_var <- 90
character_var <- "Hey!"
logical_var <- FALSE
date_time_var <- as.POSIXct("2023-03-11 19:20:10")

# Print variables
cat("Numeric Variable:", numeric_var, "\n")
## Numeric Variable: 90
cat("Character Variable:", character_var, "\n")
## Character Variable: Hey!
cat("Logical Variable:", logical_var, "\n")
## Logical Variable: FALSE
cat("Date and Time Variable:", date_time_var, "\n")
## Date and Time Variable: 1678542610

##data structures in r Vector: A one-dimensional array of elements of the same data type (e.g., c(1, 2, 3)). Matrix: A two-dimensional array of elements of the same data type. List: A versatile data structure that can hold elements of different data types (e.g., list(1, “apple”, TRUE)). Data Frame: A tabular structure where columns can have different data types (e.g., data imported from a CSV file).

# Create data structures
vector_example <- c(1, 2, 3, 4, 5)
matrix_example <- matrix(1:4, nrow = 1, ncol = 2)
## Warning in matrix(1:4, nrow = 1, ncol = 2): data length differs from size of
## matrix: [4 != 1 x 2]
list_example <- list(3, "sing", FALSE)
data_frame_example <- data.frame(
  Name = c("Manvitha", "Mythri", "Manasvi"),
  Age = c(19, 43, 24),
  Score = c(87, 98, 78)
)

# Print data structures
cat("Vector Example:", vector_example, "\n")
## Vector Example: 1 2 3 4 5
cat("Matrix Example:\n")
## Matrix Example:
print(matrix_example)
##      [,1] [,2]
## [1,]    1    2
cat("List Example:\n")
## List Example:
print(list_example)
## [[1]]
## [1] 3
## 
## [[2]]
## [1] "sing"
## 
## [[3]]
## [1] FALSE
cat("Data Frame Example:\n")
## Data Frame Example:
print(data_frame_example)
##       Name Age Score
## 1 Manvitha  19    87
## 2   Mythri  43    98
## 3  Manasvi  24    78
# a.Create two vectors of integers
vector1 <- c(3, 6, 9)
vector2 <- c(8, 2, 5)

# Add the two vectors element-wise
result_vector <- vector1 + vector2

# Print the result
print(result_vector)
## [1] 11  8 14

we have added 2 vectors successfully.

# b.Create a vector
my_vector <- c(3, 5, 7, 9, 11)

# Calculate the sum, mean, and product
sum_result <- sum(my_vector)
mean_result <- mean(my_vector)
product_result <- prod(my_vector)

# Print the results
print(paste("Sum:", sum_result))
## [1] "Sum: 35"
print(paste("Mean:", mean_result))
## [1] "Mean: 7"
print(paste("Product:", product_result))
## [1] "Product: 10395"

we have found sum,mean and product of vector elements.

# c.Create a vector
my_vector <- c(6, 2, 9, 7, 4)

# Find the minimum and maximum
min_value <- min(my_vector)
max_value <- max(my_vector)

# Print the results
print(paste("Minimum:", min_value))
## [1] "Minimum: 2"
print(paste("Maximum:", max_value))
## [1] "Maximum: 9"
#d. Create a list
my_list <- list(
  string_element = "Hey!,hola",
  numeric_element = 37,
  vector_element = c(9, 8, 7),
  logical_element = TRUE
)

# Print the list
print(my_list)
## $string_element
## [1] "Hey!,hola"
## 
## $numeric_element
## [1] 37
## 
## $vector_element
## [1] 9 8 7
## 
## $logical_element
## [1] TRUE

a heterogeneous list is made.

#e. Create a list with named elements
my_list <- list(
  vector_element = c(4, 6, 7),
  matrix_element = matrix(1:4, nrow = 2),
  nested_list = list(a = "raincoat", b = "umbrella")
)

# Access the first and second elements of the list
first_element <- my_list$vector_element
second_element <- my_list$matrix_element

# Print the accessed elements
print(first_element)
## [1] 4 6 7
print(second_element)
##      [,1] [,2]
## [1,]    1    3
## [2,]    2    4
#f. Create a 3x5 matrix filled with zeros
my_matrix <- matrix(0, nrow = 2, ncol = 4)

# Print the matrix
print(my_matrix)
##      [,1] [,2] [,3] [,4]
## [1,]    0    0    0    0
## [2,]    0    0    0    0
#g. Create a sample matrix
my_matrix <- matrix(1:10, nrow = 5)

# Access specific elements
element_1 <- my_matrix[1, 2]  # 2nd column, 1st row
element_2 <- my_matrix[2, ]    # 2nd row
element_3 <- my_matrix[, 1]    # 1st column

# Print the accessed elements
print(element_1)
## [1] 6
print(element_2)
## [1] 2 7
print(element_3)
## [1] 1 2 3 4 5
#h. Create vectors
name <- c("Manvitha", "Mythri", "Manasvi")
age <- c(15, 24, 45)

# Create a DataFrame
df <- data.frame(Name = name, Age = age)

# Display the DataFrame
print(df)
##       Name Age
## 1 Manvitha  15
## 2   Mythri  24
## 3  Manasvi  45
#i. Create a DataFrame
df <- data.frame(Name = c("Manvitha", "Mythri"), Age = c(15,24))

# New data to insert
new_data <- data.frame(Name = c("niall", "chase"), Age = c(17, 23))

# Insert new rows
df <- rbind(df, new_data)

# Display the updated DataFrame
print(df)
##       Name Age
## 1 Manvitha  15
## 2   Mythri  24
## 3    niall  17
## 4    chase  23
#j. Create a DataFrame
df <- data.frame(Name = c("Manvitha", "Mythri"), Age = c(15, 24))

# Add a new column
df$Salary <- c(90000, 75000)

# Display the updated DataFrame
print(df)
##       Name Age Salary
## 1 Manvitha  15  90000
## 2   Mythri  24  75000
#k. Create a DataFrame
df <- data.frame(Name = c("Manvitha", "Mythri", "Manasvi","niall"), Age = c(15, 24, 17, 23))

# Extract the first 2 rows
first_two_rows <- df[1:2, ]

# Display the extracted rows
print(first_two_rows)
##       Name Age
## 1 Manvitha  15
## 2   Mythri  24
#l. Create a DataFrame
df <- data.frame(Name = c("Manasvi", "Manvitha", "Mythri"), Age = c(17, 15, 24))

# Sort the DataFrame by the "Age" column
sorted_df <- df[order(df$Age), ]

# Display the sorted DataFrame
print(sorted_df)
##       Name Age
## 2 Manvitha  15
## 1  Manasvi  17
## 3   Mythri  24
#m. Create two DataFrames
df1 <- data.frame(ID = 1:3, Name = c("Manasvi", "Manvitha", "Mythri"))
df2 <- data.frame(ID = 2:4, Salary = c(30000, 90000, 75000))

# Merge the DataFrames based on the "ID" column
merged_df <- merge(df1, df2, by = "ID", all = TRUE)

# Display the merged DataFrame
print(merged_df)
##   ID     Name Salary
## 1  1  Manasvi     NA
## 2  2 Manvitha  30000
## 3  3   Mythri  90000
## 4  4     <NA>  75000
#n. Create two DataFrames
df1 <- data.frame(Name = c("Manvitha", "Mythri"), Age = c(15, 24))
df2 <- data.frame(Name = c("niall", "chase"), Age = c(17, 23))

# Append df2 to the end of df1
appended_df <- rbind(df1, df2)

# Display the appended DataFrame
print(appended_df)
##       Name Age
## 1 Manvitha  15
## 2   Mythri  24
## 3    niall  17
## 4    chase  23
#o. Load the dplyr package
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
# Create a sample DataFrame
df <- data.frame(Group = c("A", "A", "B", "B", "C"),
                 Value = c(13, 19, 21, 29, 24))

# Select rows with maximum value in each group
result <- df %>%
  group_by(Group) %>%
  filter(Value == max(Value))

# Display the result
print(result)
## # A tibble: 3 × 2
## # Groups:   Group [3]
##   Group Value
##   <chr> <dbl>
## 1 A        19
## 2 B        29
## 3 C        24
#p. Create two dataframes
df1 <- data.frame(ID = 1:4, Name = c("Manvitha", "Mythri","niall","chase"))
df2 <- data.frame(ID = 2:5, Salary = c(90000, 75000, 30000, 55000))

# Merge the dataframes based on the "ID" column
merged_df <- merge(df1, df2, by = "ID", all = TRUE)

# Display the merged dataframe
print(merged_df)
##   ID     Name Salary
## 1  1 Manvitha     NA
## 2  2   Mythri  90000
## 3  3    niall  75000
## 4  4    chase  30000
## 5  5     <NA>  55000
#q.a. Read data from the console
data <- as.numeric(readline("Enter a number: "))
## Enter a number:
print(data)
## [1] NA
#q.b. reading data from csv file
data=read.csv("C:/Users/sudhe/Desktop/R language/food delivery.csv")
rows_to_delete=c(500:45593)
data=data[-rows_to_delete,]
data
##           ID Delivery_person_ID Delivery_person_Age Delivery_person_Ratings
## 1       4607     INDORES13DEL02                  37                     4.9
## 2       B379     BANGRES18DEL02                  34                     4.5
## 3       5D6D     BANGRES19DEL01                  23                     4.4
## 4       7A6A    COIMBRES13DEL02                  38                     4.7
## 5       70A2     CHENRES12DEL01                  32                     4.6
## 6       9BB4      HYDRES09DEL03                  22                     4.8
## 7       95B4   RANCHIRES15DEL01                  33                     4.7
## 8       9EB2      MYSRES15DEL02                  35                     4.6
## 9       1102      HYDRES05DEL02                  22                     4.8
## 10      CDCD      DEHRES17DEL01                  36                     4.2
## 11      D987      KOCRES16DEL01                  21                     4.7
## 12      2784     PUNERES13DEL03                  23                     4.7
## 13      C8B6     LUDHRES15DEL02                  34                     4.3
## 14      DB64      KNPRES14DEL02                  24                     4.7
## 15      3AF3      MUMRES15DEL03                  29                     4.5
## 16      3AAB      MYSRES01DEL01                  35                     4.0
## 17      689B     PUNERES20DEL01                  33                     4.2
## 18      6F67      HYDRES14DEL01                  34                     4.9
## 19      C9CF      KOLRES15DEL03                  21                     4.7
## 20      36B8     PUNERES19DEL02                  25                     4.1
## 21      5795   RANCHIRES06DEL02                  31                     4.7
## 22      6C6B    COIMBRES13DEL01                  37                     5.0
## 23      B816     CHENRES19DEL02                  33                     4.3
## 24      539B      MUMRES02DEL01                  25                     4.0
## 25      A1B2     CHENRES01DEL01                  29                     4.5
## 26      3231      JAPRES16DEL03                  27                     5.0
## 27      8BC0      SURRES15DEL03                  35                     4.3
## 28      2288     BANGRES09DEL03                  32                     4.0
## 29      3C5E     PUNERES04DEL01                  23                     4.8
## 30  3.00E+60    COIMBRES02DEL03                  31                     4.8
## 31       BFF      SURRES16DEL02                  36                     4.1
## 32      D936      GOARES15DEL02                  26                     4.3
## 33      D681      GOARES07DEL01                  38                     4.9
## 34      2876   RANCHIRES02DEL01                  32                     3.5
## 35      30C8     PUNERES19DEL02                  32                     4.6
## 36      B843     PUNERES02DEL01                  33                     4.9
## 37      B3A0     PUNERES18DEL01                  20                     4.7
## 38      6531      SURRES08DEL01                  20                     4.8
## 39      4BDA      HYDRES17DEL02                  35                     5.0
## 40      9D26     BANGRES17DEL02                  26                     4.9
## 41      9B18     BANGRES17DEL01                  22                     4.8
## 42      5D99     CHENRES11DEL01                  35                     4.3
## 43       4F0      MUMRES17DEL02                  29                     4.6
## 44      B796      SURRES17DEL03                  37                     4.7
## 45      85B4      MUMRES07DEL01                  28                     4.6
## 46      C644      KOLRES16DEL02                  37                     4.9
## 47      6999      MUMRES02DEL03                  23                     4.9
## 48      63B6     BANGRES05DEL03                  27                     4.9
## 49      A30B     CHENRES11DEL01                  37                     4.8
## 50      3556      SURRES09DEL01                  33                     5.0
## 51      5554   RANCHIRES15DEL01                  31                     4.9
## 52      25FD     BANGRES19DEL01                  31                     4.8
## 53      C1FF     AURGRES20DEL03                  25                     5.0
## 54      7AC8    COIMBRES14DEL02                  28                     4.8
## 55      3DA1      SURRES08DEL03                  31                     4.7
## 56      272D    COIMBRES07DEL03                  24                     4.7
## 57      DDC5      AGRRES12DEL03                  39                     4.6
## 58      8E6C      VADRES02DEL02                  39                     4.2
## 59      B002      JAPRES14DEL01                  32                     4.5
## 60      395B      VADRES04DEL03                  36                     4.7
## 61      8AA2      JAPRES18DEL02                  25                     4.8
## 62      B55A      MYSRES04DEL03                  33                     4.9
## 63      73CC      SURRES12DEL01                  30                     4.4
## 64      BE80      MUMRES04DEL01                  33                     5.0
## 65      1609     PUNERES02DEL01                  36                     4.9
## 66      D255      ALHRES07DEL02                  21                     4.8
## 67      DE72      DEHRES19DEL02                  39                     4.9
## 68      98AA      VADRES16DEL02                  23                     4.8
## 69      273A      VADRES09DEL01                  35                     4.8
## 70      A258     CHENRES12DEL03                  39                     4.6
## 71      8B53      SURRES11DEL01                  22                     4.7
## 72      BBDE      SURRES01DEL01                  32                     4.6
## 73      5DED      VADRES15DEL02                  24                     4.8
## 74      1A70      MYSRES14DEL02                  29                     4.7
## 75       A9F     BANGRES13DEL01                  29                     4.6
## 76      4B7F      HYDRES13DEL03                  26                     4.7
## 77      C606      BHPRES12DEL02                  20                     4.5
## 78      B962     CHENRES11DEL03                  35                     4.1
## 79      633C    BANGRES010DEL03                  39                     4.6
## 80      2DC6      VADRES20DEL01                  34                     4.7
## 81      903A     BANGRES11DEL01                  27                     4.7
## 82      C444      DEHRES01DEL01                  30                     4.8
## 83      1FB7     CHENRES02DEL01                  25                     4.4
## 84      34D7      MUMRES04DEL01                  25                     4.7
## 85      156B      JAPRES03DEL02                  30                     5.0
## 86      56AD      HYDRES04DEL03                  24                     4.6
## 87      837C     PUNERES14DEL02                  39                     4.8
## 88      CBC4      GOARES04DEL01                  25                     4.8
## 89      C19E     AURGRES08DEL02                  37                     4.6
## 90      1D60     BANGRES12DEL01                  24                     5.0
## 91      95FB      HYDRES05DEL01                  25                     4.2
## 92      8195   RANCHIRES17DEL01                  32                     4.6
## 93      C042     AGRRES010DEL01                  34                     4.7
## 94      6D19     INDORES12DEL02                  38                     4.9
## 95  3.50E+07      JAPRES15DEL03                  36                     4.8
## 96      B437      SURRES16DEL01                  25                     5.0
## 97  9.70E+04      MYSRES16DEL02                  29                     5.0
## 98      A3E0      MUMRES05DEL03                  36                     4.7
## 99      4161    COIMBRES19DEL02                  33                     4.7
## 100     1236      MYSRES07DEL01                  36                     4.4
## 101     2558     PUNERES17DEL01                  21                     4.8
## 102     3185      HYDRES19DEL03                  25                     4.8
## 103     3C57      MUMRES14DEL02                  23                     4.8
## 104     4863    COIMBRES02DEL01                  25                     4.6
## 105     6757     INDORES05DEL02                  24                     4.3
## 106     22AD     BANGRES03DEL03                  27                     4.6
## 107     9F99      MUMRES11DEL01                  23                     4.8
## 108     6781      MYSRES12DEL02                  21                     4.3
## 109     1B8D      SURRES09DEL02                  27                     4.7
## 110     1AEA    COIMBRES12DEL02                  32                     4.2
## 111 1.00E+42      SURRES08DEL01                  25                     4.6
## 112     DDC8      KNPRES05DEL02                  39                     4.7
## 113     24AC      SURRES05DEL02                  27                     4.6
## 114     3F01      MUMRES15DEL01                  39                     3.8
## 115     628C     BANGRES15DEL02                  31                     4.8
## 116     6C38   RANCHIRES11DEL03                  31                     4.8
## 117     4BEB      MYSRES08DEL01                  20                     4.8
## 118     8339   RANCHIRES07DEL02                  36                     4.9
## 119     3EC5   RANCHIRES01DEL03                  20                     4.9
## 120     ADB4      JAPRES17DEL03                  24                     4.6
## 121 6.00E+02      VADRES06DEL01                  29                     4.6
## 122     2BC0     INDORES14DEL01                  39                     4.2
## 123 9.90E+08    COIMBRES17DEL01                  37                     4.8
## 124     39EF     CHENRES11DEL01                  32                     4.9
## 125     E264      KNPRES17DEL02                  22                     4.5
## 126     BD03    COIMBRES12DEL02                  23                     4.9
## 127     9A29   RANCHIRES04DEL01                  33                     4.7
## 128     D0E5      KOLRES17DEL03                  23                     4.6
## 129     A480     BANGRES19DEL02                  27                     4.6
## 130     B46C      MUMRES17DEL01                  34                     4.7
## 131     7150      SURRES14DEL01                  26                     5.0
## 132 1.00E+58      VADRES14DEL03                  31                     4.6
## 133     4460     PUNERES09DEL02                  32                     4.9
## 134     977D     INDORES19DEL02                  27                     4.7
## 135     1602    BANGRES010DEL03                  21                     4.9
## 136     894E     BANGRES12DEL02                  28                     4.8
## 137     5A01      VADRES04DEL01                  24                     4.9
## 138      655      HYDRES14DEL01                  33                     4.4
## 139     20F6     BANGRES11DEL03                  20                     4.6
## 140     3DB1    COIMBRES13DEL03                  31                     4.3
## 141     1EC7     PUNERES05DEL03                  29                     4.6
## 142     8ED2      VADRES20DEL01                  36                     5.0
## 143     64CC     CHENRES19DEL01                  31                     4.2
## 144     2ED0      HYDRES02DEL03                  39                     4.1
## 145     4008     SURRES010DEL02                  29                     4.6
## 146     7553      SURRES03DEL01                  29                     4.6
## 147     35D8    COIMBRES17DEL03                  37                     4.9
## 148     9832      VADRES08DEL01                  33                     4.7
## 149     4C88      MUMRES08DEL01                  31                     3.9
## 150     9693      VADRES18DEL01                  37                     4.6
## 151     81A5     BANGRES04DEL03                  26                     4.4
## 152     AE56    COIMBRES02DEL01                  24                     4.6
## 153     8D18   RANCHIRES12DEL02                  23                     4.8
## 154     9CBA      VADRES18DEL01                  36                     4.9
## 155     9B79      MYSRES13DEL01                  39                     4.8
## 156     596A    COIMBRES03DEL02                  20                     4.7
## 157     78AA      MYSRES16DEL02                  20                     5.0
## 158     D7EC      KOLRES04DEL03                  29                     4.3
## 159     55B1    COIMBRES11DEL01                  36                     4.8
## 160 8.70E+05      VADRES13DEL03                  36                     4.0
## 161     82C3   RANCHIRES04DEL02                  22                     4.8
## 162     5397     PUNERES18DEL01                  38                     4.4
## 163     876B      SURRES01DEL02                  39                     4.9
## 164     3A5A     INDORES08DEL02                  24                     4.9
## 165 5.10E+05      VADRES18DEL01                  30                     4.1
## 166     5631      HYDRES18DEL03                  35                     4.8
## 167     1DAC     CHENRES07DEL03                  33                     4.5
## 168     DE01     KOCRES010DEL01                  39                     4.7
## 169     8771      VADRES11DEL02                  31                     4.3
## 170     3645     CHENRES20DEL01                  37                     4.5
## 171     1FF1      MYSRES04DEL03                  37                     4.7
## 172     4A3C      MUMRES13DEL01                  33                     5.0
## 173     6E0D   RANCHIRES03DEL03                  24                     4.6
## 174     6CC6      JAPRES08DEL02                  33                     4.5
## 175     C141      ALHRES12DEL01                  39                     4.7
## 176     690F   RANCHIRES11DEL03                  37                     4.6
## 177     B4BA      HYDRES19DEL02                  25                     4.9
## 178     63A9     PUNERES17DEL03                  28                     4.8
## 179     88DD     MYSRES010DEL01                  38                     4.7
## 180     1B58      JAPRES03DEL01                  29                     4.6
## 181     87A8      MYSRES04DEL03                  31                     4.6
## 182     3F8D      MUMRES06DEL03                  25                     4.8
## 183     290C      MYSRES18DEL01                  35                     4.9
## 184     7ECE   RANCHIRES18DEL01                  39                     4.7
## 185     1365     INDORES06DEL02                  38                     3.9
## 186     33A4     CHENRES15DEL03                  35                     4.7
## 187     8F3C      JAPRES07DEL02                  29                     4.7
## 188     2FE1      SURRES18DEL03                  27                     4.6
## 189     4B5B      MYSRES04DEL03                  38                     4.3
## 190     7405      SURRES19DEL01                  36                     4.9
## 191     6245      HYDRES04DEL01                  26                     4.0
## 192     D02B      KNPRES16DEL03                  26                     4.1
## 193     1F0E      MYSRES12DEL03                  36                     4.9
## 194     7085      JAPRES09DEL01                  21                     4.7
## 195     57FA     CHENRES04DEL02                  35                     4.7
## 196     57FC      MYSRES09DEL01                  20                     4.5
## 197     7A1F     PUNERES19DEL03                  23                     4.6
## 198     CEAC      KOLRES18DEL03                  37                     5.0
## 199     A0A5     BANGRES14DEL03                  26                     4.8
## 200     892D      SURRES09DEL02                  29                     5.0
## 201     6118     INDORES09DEL01                  26                     4.9
## 202     46FD     PUNERES09DEL03                  29                     4.8
## 203     5134   RANCHIRES01DEL02                  29                     4.7
## 204     D418    LUDHRES010DEL03                  21                     4.9
## 205     256C      MYSRES13DEL02                  22                     4.3
## 206     6055      JAPRES18DEL02                  31                     4.0
## 207     7BFB    COIMBRES11DEL02                  20                     4.5
## 208     7220      VADRES13DEL02                  30                     3.9
## 209     1568     BANGRES01DEL01                  36                     4.8
## 210     41EA      MYSRES08DEL01                  24                     4.7
## 211     1C60      MYSRES15DEL01                  32                     4.7
## 212     7944     CHENRES02DEL03                  25                     5.0
## 213     77EE      HYDRES12DEL01                  27                     4.5
## 214     2192     BANGRES07DEL01                  32                     4.1
## 215     48C7     CHENRES09DEL01                  23                     4.7
## 216     78BF     BANGRES04DEL02                  39                     4.4
## 217     7A5A      VADRES04DEL03                  20                     4.8
## 218     4321      JAPRES13DEL02                  20                     4.8
## 219     E00D      ALHRES07DEL03                  29                     4.6
## 220 1.00E+86      JAPRES06DEL03                  26                     4.9
## 221     CFF0      KOCRES03DEL01                  25                     5.0
## 222     1E2D     BANGRES13DEL01                  34                     4.7
## 223     D072      GOARES02DEL01                  31                     4.9
## 224     9A57   RANCHIRES03DEL02                  24                     4.7
## 225     427B      HYDRES12DEL03                  30                     4.9
## 226 5.20E+03      JAPRES07DEL02                  36                     4.8
## 227     9395      JAPRES13DEL03                  36                     4.4
## 228     B5D2      JAPRES18DEL03                  26                     4.7
## 229     6C4D      VADRES05DEL01                  30                     4.6
## 230     D1C8     AURGRES02DEL03                  20                     4.8
## 231     98CA     BANGRES17DEL02                  33                     4.7
## 232     1B5B   RANCHIRES14DEL01                  29                     4.6
## 233     644B      MUMRES20DEL03                  34                     4.0
## 234     7A2D      HYDRES14DEL02                  36                     4.6
## 235     E13F      KNPRES02DEL02                  33                     4.6
## 236     C278     AURGRES19DEL01                  22                     4.8
## 237     5912     PUNERES18DEL01                  38                     4.7
## 238     AB33     BANGRES08DEL02                  27                     4.9
## 239     DD96      KNPRES16DEL01                  32                     4.8
## 240     7646    BANGRES010DEL02                  26                     4.8
## 241     5EF5     INDORES03DEL02                  29                     4.5
## 242     7EF7    COIMBRES16DEL02                  31                     4.5
## 243     1136      HYDRES20DEL01                  28                     4.6
## 244     D032      AGRRES08DEL03                  21                     4.8
## 245     199D    COIMBRES15DEL02                  21                     4.0
## 246     871C   RANCHIRES12DEL02                  30                     4.9
## 247     CF18      ALHRES05DEL01                  29                     4.7
## 248     1DAD      MUMRES01DEL01                  20                     4.8
## 249     C918     AURGRES14DEL03                  28                     5.0
## 250     33C1      MUMRES13DEL01                  25                     4.7
## 251     1B50     PUNERES16DEL01                  29                     4.6
## 252     27FE     CHENRES14DEL02                  38                     4.8
## 253     1536      HYDRES06DEL03                  39                     4.9
## 254     A152      SURRES18DEL03                  26                     4.9
## 255     9C9A    COIMBRES02DEL01                  33                     4.4
## 256     3052      VADRES13DEL03                  24                     4.6
## 257     1045    COIMBRES16DEL01                  24                     4.9
## 258     2391     INDORES13DEL03                  33                     4.5
## 259     7DDD     INDORES12DEL03                  35                     4.2
## 260     279F      MUMRES13DEL03                  27                     4.2
## 261      E76     CHENRES06DEL02                  29                     4.6
## 262     AEFA     BANGRES06DEL03                  29                     4.5
## 263     DAD6      AGRRES11DEL02                  34                     4.7
## 264     C237      KNPRES15DEL02                  20                     4.7
## 265     4EFC      VADRES13DEL01                  29                     4.8
## 266 6.00E+33      VADRES01DEL03                  22                     4.9
## 267     D92F      AGRRES03DEL01                  35                     4.9
## 268     D902      KOCRES14DEL01                  32                     4.4
## 269     D91A     LUDHRES18DEL01                  28                     4.9
## 270     4F0C    COIMBRES14DEL02                  30                     4.7
## 271     8456     CHENRES19DEL01                  22                     4.7
## 272     3329    COIMBRES15DEL02                  36                     4.7
## 273     1AA8      SURRES20DEL02                  23                     4.8
## 274     144D     INDORES18DEL02                  22                     4.8
## 275     D27B     AURGRES04DEL02                  29                     4.5
## 276     ADD6     CHENRES01DEL01                  34                     4.9
## 277     7C60    BANGRES010DEL01                  38                     4.1
## 278     4FB8      VADRES09DEL01                  35                     5.0
## 279     1406      VADRES15DEL03                  38                     4.7
## 280     C63E     DEHRES010DEL01                  32                     4.3
## 281     7B03     BANGRES07DEL01                  20                     4.5
## 282     4314     CHENRES05DEL02                  25                     4.9
## 283     9E5A      JAPRES06DEL03                  29                     4.5
## 284     C044      AGRRES12DEL03                  32                     4.7
## 285     D7D3      DEHRES12DEL02                  39                     4.1
## 286     70B1      VADRES01DEL01                  31                     4.4
## 287 5.90E+06      SURRES13DEL02                  37                     4.5
## 288     DEAC     LUDHRES05DEL03                  36                     4.9
## 289     A053      JAPRES16DEL03                  37                     3.8
## 290      4DB     PUNERES02DEL03                  29                     4.6
## 291     7031    COIMBRES14DEL01                  38                     4.9
## 292     D3BC     AGRRES010DEL02                  37                     4.4
## 293     8DE9      SURRES14DEL03                  21                     4.9
## 294     7C84      JAPRES04DEL03                  35                     4.9
## 295     96D2      JAPRES01DEL03                  22                     4.8
## 296     77B5     HYDRES010DEL02                  28                     4.8
## 297     75DC      MYSRES16DEL02                  39                     4.0
## 298     BE78     BANGRES15DEL02                  29                     4.5
## 299     35A2     CHENRES15DEL02                  39                     4.6
## 300     416F      MYSRES05DEL02                  25                     4.9
## 301     A4F5    COIMBRES03DEL03                  34                     5.0
## 302     A4EB     BANGRES01DEL02                  22                     4.8
## 303     D4DA      KNPRES12DEL01                  27                     5.0
## 304     B59B     MUMRES010DEL01                  28                     4.5
## 305     4F73    COIMBRES20DEL03                  32                     5.0
## 306      6A7   RANCHIRES08DEL01                  29                     4.6
## 307     ADAE      HYDRES16DEL01                  27                     4.6
## 308     B785      MUMRES01DEL02                  35                     3.9
## 309     8366      MYSRES08DEL03                  22                     4.6
## 310     BFF2     AURGRES16DEL03                  35                     4.7
## 311     8F58      VADRES11DEL01                  30                     4.6
## 312     247C      MYSRES09DEL02                  39                     4.8
## 313     43B9      HYDRES18DEL03                  33                     4.8
## 314     9E8A     PUNERES05DEL02                  20                     4.7
## 315     47AF      VADRES04DEL03                  20                     4.7
## 316     1B40      MYSRES02DEL03                  34                     4.2
## 317     B4FB      MYSRES03DEL01                  22                     4.7
## 318      B50      JAPRES16DEL02                  37                     4.3
## 319     3376     MUMRES010DEL01                  20                     4.8
## 320     BECB      SURRES15DEL02                  33                     4.9
## 321     4357     INDORES06DEL02                  21                     5.0
## 322     1486      VADRES06DEL01                  33                     4.6
## 323     5B70     BANGRES04DEL02                  24                     4.6
## 324     490E   RANCHIRES12DEL02                  36                     4.7
## 325 3.00E+21      MUMRES19DEL03                  30                     4.6
## 326     26D4      HYDRES05DEL03                  32                     4.9
## 327     B20F     HYDRES010DEL02                  28                     4.6
## 328     7ADA      JAPRES07DEL02                  21                     4.7
## 329     C4B3     AURGRES12DEL02                  39                     4.9
## 330     2A01     CHENRES15DEL02                  32                     4.7
## 331     6357      MUMRES07DEL03                  20                     4.5
## 332      73C      VADRES12DEL03                  29                     4.6
## 333     9C2A      JAPRES16DEL01                  36                     5.0
## 334     31BD     BANGRES09DEL02                  28                     4.8
## 335     970A     PUNERES12DEL02                  32                     4.5
## 336     2675     CHENRES19DEL01                  39                     4.4
## 337     A200      SURRES07DEL01                  30                     4.7
## 338     9BF9     PUNERES19DEL01                  32                     4.4
## 339     555D     INDORES15DEL03                  23                     4.6
## 340     5BD9      MUMRES01DEL01                  21                     4.8
## 341     B2E9     INDORES17DEL03                  31                     4.2
## 342     8633      MUMRES13DEL02                  37                     4.6
## 343     4C34      SURRES18DEL02                  20                     4.5
## 344     A998      JAPRES14DEL01                  28                     4.5
## 345     5EFD      MYSRES08DEL01                  22                     4.9
## 346     8D83      HYDRES19DEL03                  20                     4.7
## 347     8A06  RANCHIRES010DEL02                  34                     4.8
## 348     5A2D     CHENRES09DEL01                  38                     4.8
## 349      4C1     BANGRES13DEL02                  29                     4.6
## 350     83EA   RANCHIRES01DEL01                  32                     4.5
## 351     2185     PUNERES12DEL01                  34                     4.9
## 352 1.20E+08     INDORES07DEL03                  33                     3.9
## 353     5956     INDORES19DEL02                  34                     4.5
## 354     7814      VADRES04DEL03                  32                     4.6
## 355      CEE     BANGRES20DEL01                  29                     4.6
## 356     5A07      MYSRES02DEL02                  34                     4.7
## 357     340F      SURRES05DEL01                  26                     4.6
## 358     8094     BANGRES13DEL02                  31                     4.0
## 359     3241     SURRES010DEL01                  39                     4.8
## 360     DE16      ALHRES09DEL01                  27                     4.8
## 361     A176      HYDRES18DEL02                  32                     5.0
## 362     C8C7      KOLRES03DEL02                  32                     4.5
## 363     AA97   RANCHIRES16DEL01                  39                     4.1
## 364     A64C     PUNERES12DEL01                  36                     4.8
## 365     7DF5     BANGRES16DEL03                  37                     4.1
## 366     869E   RANCHIRES01DEL03                  37                     4.8
## 367     7725     PUNERES12DEL01                  38                     3.7
## 368     B6D2   RANCHIRES01DEL02                  28                     4.7
## 369     6EDB     PUNERES06DEL01                  34                     3.8
## 370     AAB4     CHENRES15DEL01                  32                     4.9
## 371     AABD     JAPRES010DEL03                  22                     4.7
## 372     C873      KOLRES15DEL03                  31                     4.0
## 373     1494      MYSRES15DEL02                  27                     4.0
## 374     1875    COIMBRES19DEL01                  29                     4.9
## 375     2AF5    COIMBRES09DEL03                  38                     4.8
## 376     97B6      SURRES19DEL02                  35                     4.8
## 377     A56E     BANGRES20DEL03                  31                     4.9
## 378     AA3F     CHENRES16DEL03                  30                     4.3
## 379     6226   RANCHIRES12DEL03                  24                     4.9
## 380     996B      HYDRES11DEL03                  33                     4.8
## 381     C595      DEHRES19DEL01                  29                     4.6
## 382     6BFB      MUMRES15DEL01                  38                     4.6
## 383     7E1F   RANCHIRES18DEL03                  26                     4.9
## 384     B20D      VADRES07DEL01                  39                     4.8
## 385     A11B      VADRES04DEL01                  24                     4.5
## 386     1DB4     PUNERES17DEL03                  34                     4.2
## 387     2258      JAPRES07DEL03                  26                     4.7
## 388     1FD6     INDORES07DEL01                  35                     4.7
## 389     6DE1     BANGRES04DEL03                  36                     4.2
## 390     8B39      VADRES01DEL01                  24                     2.6
## 391      8F8      VADRES18DEL01                  29                     4.6
## 392     997B      MUMRES07DEL01                  33                     4.3
## 393     CDB6     AURGRES03DEL01                  26                     4.6
## 394     5A7A     CHENRES17DEL01                  32                     5.0
## 395     6DE3      JAPRES20DEL03                  37                     4.9
## 396     E27A      KOCRES14DEL02                  26                     4.9
## 397     AB52    COIMBRES09DEL02                  31                     4.8
## 398     4632     CHENRES08DEL03                  37                     4.6
## 399     4B8A      MUMRES08DEL01                  26                     4.7
## 400     1623    INDORES010DEL03                  37                     4.8
## 401     AA66   RANCHIRES03DEL02                  22                     4.6
## 402      7EA      SURRES04DEL03                  21                     4.4
## 403     4DFA     BANGRES16DEL01                  22                     4.0
## 404     A667     CHENRES14DEL01                  38                     4.5
## 405     6E9D     CHENRES03DEL01                  28                     4.0
## 406     5807      VADRES09DEL02                  29                     4.7
## 407     9A32      VADRES11DEL01                  31                     4.9
## 408     917D      SURRES12DEL02                  24                     4.8
## 409     8673      VADRES04DEL01                  33                     4.8
## 410     4AC4     PUNERES11DEL03                  26                     4.9
## 411     1B6A   RANCHIRES18DEL02                  29                     4.6
## 412     7BD7    COIMBRES14DEL02                  20                     4.7
## 413     9735      SURRES19DEL02                  29                     4.8
## 414     1A54     BANGRES15DEL01                  32                     4.0
## 415     819D      VADRES20DEL01                  20                     4.9
## 416     96F0     CHENRES19DEL01                  26                     5.0
## 417     66F1      SURRES09DEL01                  38                     4.8
## 418     C6E9      GOARES17DEL01                  34                     4.6
## 419     B8AA      JAPRES19DEL02                  27                     4.5
## 420     C668      KOLRES18DEL01                  29                     5.0
## 421     4C13      SURRES07DEL02                  24                     4.9
## 422     824A     INDORES12DEL01                  21                     4.9
## 423     CB5B     LUDHRES16DEL01                  33                     4.4
## 424     4CAB   RANCHIRES06DEL03                  35                     4.7
## 425     AFC4    COIMBRES16DEL02                  35                     4.7
## 426     C003      DEHRES13DEL02                  29                     4.6
## 427     18C0      MYSRES06DEL03                  29                     4.6
## 428     1655      MUMRES16DEL01                  29                     4.8
## 429     7573     PUNERES19DEL02                  21                     4.9
## 430     9201     BANGRES08DEL01                  29                     4.6
## 431     A940    BANGRES010DEL03                  22                     4.7
## 432      604      MYSRES20DEL01                  29                     4.6
## 433     D6EF      AGRRES01DEL02                  24                     4.4
## 434     B39B      MYSRES18DEL01                  23                     4.9
## 435     8CE7    CHENRES010DEL01                  27                     4.6
## 436     9873    COIMBRES20DEL02                  33                     4.1
## 437     29AB      HYDRES16DEL01                  35                     4.6
## 438     8198    COIMBRES14DEL03                  21                     4.7
## 439     7B24     CHENRES11DEL03                  39                     4.4
## 440     92EC    CHENRES010DEL02                  34                     4.8
## 441     1ACA      SURRES16DEL01                  29                     4.9
## 442     A348      MUMRES07DEL02                  20                     4.7
## 443     C733      ALHRES11DEL01                  20                     4.8
## 444     14D0   RANCHIRES01DEL03                  30                     4.7
## 445     D800      DEHRES07DEL02                  37                     4.7
## 446     17DB     INDORES08DEL03                  39                     4.6
## 447     6D58      HYDRES01DEL01                  26                     5.0
## 448     DED5      ALHRES11DEL02                  32                     4.9
## 449     A20A     PUNERES13DEL03                  21                     4.7
## 450     7C9E     BANGRES20DEL02                  35                     4.8
## 451     5EF3   RANCHIRES01DEL03                  39                     4.6
## 452     80C2     BANGRES08DEL02                  39                     5.0
## 453     D2B0      KOCRES20DEL01                  27                     4.9
## 454     70FF     CHENRES16DEL03                  33                     4.8
## 455     548E      HYDRES04DEL02                  33                     4.8
## 456     26F1     BANGRES01DEL01                  37                     4.7
## 457     4A1B    COIMBRES12DEL02                  20                     4.6
## 458     BF6C     LUDHRES07DEL02                  20                     4.6
## 459     5561    PUNERES010DEL01                  31                     4.2
## 460     AFD4    COIMBRES19DEL02                  27                     4.6
## 461     6957     VADRES010DEL02                  37                     4.9
## 462     9151     BANGRES14DEL02                  34                     4.4
## 463     9D4C    COIMBRES05DEL03                  25                     4.7
## 464     D413     AURGRES07DEL02                  37                     4.7
## 465     C677      KOCRES11DEL01                  23                     4.7
## 466     4421      MYSRES17DEL01                  27                     5.0
## 467     A631      HYDRES13DEL02                  36                     4.7
## 468     3A16      JAPRES14DEL03                  30                     4.3
## 469     DF8E     AURGRES20DEL01                  20                     4.9
## 470      A04    COIMBRES13DEL01                  28                     4.7
## 471     4300      VADRES07DEL02                  36                     4.0
## 472     58C2     CHENRES08DEL02                  20                     4.7
## 473     BBC6     PUNERES04DEL01                  22                     4.7
## 474     50C4      MYSRES15DEL01                  28                     4.7
## 475     BCD5      SURRES03DEL01                  34                     4.8
## 476     6234      VADRES01DEL01                  25                     4.8
## 477     CC11     AURGRES05DEL02                  38                     5.0
## 478     6445      JAPRES17DEL02                  34                     3.5
## 479     33DC      VADRES13DEL01                  24                     4.9
## 480     ACD8   RANCHIRES04DEL03                  33                     4.6
## 481     BFB4      KOLRES14DEL02                  21                     4.6
## 482     D989      KOLRES04DEL03                  25                     4.6
## 483     8B3F      VADRES14DEL01                  23                     4.9
## 484     DEB4     LUDHRES06DEL02                  34                     4.9
## 485     A243     HYDRES010DEL01                  25                     4.7
## 486     D446      ALHRES08DEL03                  28                     4.9
## 487     6436     PUNERES07DEL01                  34                     3.7
## 488     5D2D      JAPRES20DEL01                  24                     4.5
## 489     BB22     CHENRES14DEL03                  31                     5.0
## 490     8B2B      MUMRES14DEL03                  38                     4.6
## 491     C1EC      DEHRES04DEL03                  32                     4.8
## 492     DE6F     AURGRES03DEL03                  28                     5.0
## 493     33A0      JAPRES06DEL03                  29                     4.5
## 494     B712     CHENRES05DEL02                  28                     4.8
## 495     8299      MYSRES15DEL02                  39                     4.8
## 496 9.00E+30      VADRES16DEL01                  39                     4.8
## 497     9155     INDORES05DEL02                  26                     4.8
## 498     3D8C     INDORES02DEL03                  33                     4.8
## 499     D3FA      ALHRES17DEL03                  37                     4.9
##     Restaurant_latitude Restaurant_longitude Delivery_location_latitude
## 1             22.745049             75.89247                   22.76505
## 2             12.913041             77.68324                   13.04304
## 3             12.914264             77.67840                   12.92426
## 4             11.003669             76.97649                   11.05367
## 5             12.972793             80.24998                   13.01279
## 6             17.431668             78.40832                   17.46167
## 7             23.369746             85.33982                   23.47975
## 8             12.352058             76.60665                   12.48206
## 9             17.433809             78.38674                   17.56381
## 10            30.327968             78.04611                   30.39797
## 11            10.003064             76.30759                   10.04306
## 12            18.562450             73.91662                   18.65245
## 13            30.899584             75.80935                   30.91958
## 14            26.463504             80.37293                   26.59350
## 15            19.176269             72.83672                   19.26627
## 16            12.311072             76.65488                   12.35107
## 17            18.592718             73.77357                   18.70272
## 18            17.426228             78.40749                   17.49623
## 19            22.552672             88.35289                   22.58267
## 20            18.563934             73.91537                   18.64393
## 21            23.357804             85.32515                   23.48780
## 22            11.003669             76.97649                   11.01367
## 23            12.986047             80.21811                   13.11605
## 24            19.221315             72.86238                   19.26131
## 25            13.005801             80.25074                   13.11580
## 26            26.849596             75.80051                   26.87960
## 27            21.160522             72.77148                   21.25052
## 28            12.934179             77.61580                   13.02418
## 29            18.514210             73.83843                   18.62421
## 30            11.022477             76.99567                   11.05248
## 31            21.160437             72.77421                   21.21044
## 32            15.513150             73.78346                   15.56315
## 33            15.561295             73.74948                   15.60130
## 34             0.000000              0.00000                    0.11000
## 35            18.563934             73.91537                   18.69393
## 36            18.551440             73.80486                   18.62144
## 37            18.593481             73.78590                   18.63348
## 38            21.173343             72.79273                   21.18334
## 39            17.451976             78.38588                   17.47198
## 40            12.972532             77.60818                   12.99253
## 41            12.972532             77.60818                   13.04253
## 42            13.064181             80.23644                   13.13418
## 43            19.121999             72.90849                   19.20200
## 44            21.149569             72.77270                   21.23957
## 45            19.091458             72.82781                   19.20146
## 46            22.539129             88.36551                   22.55913
## 47            19.221315             72.86238                   19.28131
## 48            12.970324             77.64575                   13.03032
## 49            13.064181             80.23644                   13.10418
## 50            21.175975             72.79550                   21.18597
## 51            23.369746             85.33982                   23.40975
## 52            12.914264             77.67840                   13.02426
## 53             0.000000              0.00000                    0.03000
## 54            11.003681             76.97553                   11.08368
## 55            21.173343             72.79273                   21.23334
## 56            10.961850             76.97108                   11.05185
## 57            27.165108             78.01505                   27.25511
## 58             0.000000              0.00000                    0.08000
## 59            26.888420             75.80069                   26.89842
## 60             0.000000              0.00000                    0.06000
## 61            26.913987             75.75289                   26.99399
## 62            12.308500             76.66581                   12.33850
## 63            21.183434             72.81449                   21.25343
## 64            19.254567             72.84892                   19.36457
## 65            18.551440             73.80486                   18.59144
## 66            25.449659             81.83974                   25.46966
## 67            30.372202             78.07715                   30.42220
## 68             0.000000              0.00000                    0.02000
## 69             0.000000              0.00000                    0.04000
## 70            12.972793             80.24998                   13.06279
## 71            21.157735             72.76878                   21.19774
## 72            21.186438             72.79412                   21.22644
## 73             0.000000              0.00000                    0.08000
## 74             0.000000              0.00000                    0.02000
## 75            12.935662             77.61413                   12.97566
## 76            17.431477             78.40035                   17.49148
## 77             0.000000              0.00000                    0.05000
## 78            13.064181             80.23644                   13.15418
## 79            12.933298             77.61429                   13.02330
## 80            22.311358             73.16480                   22.35136
## 81            12.934365             77.61616                   13.04437
## 82             0.000000              0.00000                    0.11000
## 83            13.086438             80.22067                   13.19644
## 84            19.254567             72.84892                   19.36457
## 85            26.913483             75.80314                   26.93348
## 86            17.411028             78.32964                   17.47103
## 87            18.516216             73.84253                   18.56622
## 88            15.569600             73.74229                   15.60960
## 89            19.876428             75.36479                   19.95643
## 90            12.939496             77.62600                   12.94950
## 91            17.433809             78.38674                   17.54381
## 92            23.374878             85.33574                   23.38488
## 93           -27.163303             78.05704                   27.23330
## 94            22.748060             75.89340                   22.76806
## 95            26.891191             75.80208                   26.98119
## 96            21.160437             72.77421                   21.27044
## 97            12.316967             76.60307                   12.36697
## 98            18.927584             72.83258                   19.01758
## 99            11.022298             76.99835                   11.07230
## 100           12.325461             76.63228                   12.36546
## 101           18.530963             73.82897                   18.64096
## 102           17.458998             78.50037                   17.48900
## 103           19.181300             72.83619                   19.31130
## 104           11.022477             76.99567                   11.03248
## 105           22.727021             75.88417                   22.74702
## 106           12.979166             77.64071                   13.06917
## 107           18.994237             72.82555                   19.10424
## 108           12.284747             76.62586                   12.41475
## 109           21.175975             72.79550                   21.19598
## 110           11.000762             76.98188                   11.13076
## 111           21.173343             72.79273                   21.28334
## 112           26.479108             80.31504                   26.49911
## 113           21.175104             72.80434                   21.25510
## 114           19.176269             72.83672                   19.28627
## 115           12.975377             77.69666                   13.02538
## 116           23.359194             85.32545                   23.41919
## 117           12.297954             76.66517                   12.30795
## 118           23.359407             85.32506                   23.43941
## 119           23.416792             85.31684                   23.50679
## 120           26.892312             75.80690                   26.92231
## 121           22.312790             73.17028                   22.42279
## 122           22.761593             75.88636                   22.87159
## 123           11.026117             76.94465                   11.06612
## 124           13.064181             80.23644                   13.10418
## 125           26.483042             80.31783                   26.53304
## 126           11.000762             76.98188                   11.13076
## 127           23.359033             85.32535                   23.46903
## 128           22.569358             88.43345                   22.59936
## 129           12.914264             77.67840                   12.99426
## 130           19.121999             72.90849                   19.16200
## 131           21.157729             72.76873                   21.16773
## 132           22.311603             73.16501                   22.37160
## 133           18.536562             73.89648                   18.55656
## 134           22.745536             75.89311                   22.76554
## 135           12.933298             77.61429                   13.02330
## 136           12.939496             77.62600                   12.98950
## 137            0.000000              0.00000                    0.04000
## 138           17.426228             78.40749                   17.43623
## 139           12.934365             77.61616                   13.02436
## 140           11.003669             76.97649                   11.06367
## 141           18.543626             73.90510                   18.57363
## 142           22.311358             73.16480                   22.38136
## 143           12.986047             80.21811                   13.09605
## 144           17.412330             78.44965                   17.47233
## 145           21.171060             72.78929                   21.25106
## 146           21.186884             72.79362                   21.22688
## 147           11.026117             76.94465                   11.05612
## 148            0.000000              0.00000                    0.04000
## 149           19.065838             72.83266                   19.13584
## 150            0.000000              0.00000                    0.04000
## 151           12.980410             77.64049                   13.04041
## 152           11.022477             76.99567                   11.13248
## 153            0.000000              0.00000                    0.02000
## 154            0.000000              0.00000                    0.01000
## 155           12.310972             76.65926                   12.35097
## 156           11.025083             77.01539                   11.10508
## 157           12.316967             76.60307                   12.44697
## 158           22.538731             88.36488                   22.59873
## 159           11.001753             76.98624                   11.11175
## 160           22.310237             73.15892                   22.40024
## 161           23.359033             85.32535                   23.43903
## 162           18.593481             73.78590                   18.66348
## 163           21.186438             72.79412                   21.23644
## 164           22.725748             75.89850                   22.77575
## 165            0.000000              0.00000                    0.07000
## 166           17.450851             78.37935                   17.54085
## 167           13.081878             80.24852                   13.17188
## 168           10.035573             76.33696                   10.10557
## 169           22.308096             73.16775                   22.38810
## 170           12.975996             80.22190                   12.98600
## 171           12.308500             76.66581                   12.33850
## 172           19.178321             72.83472                   19.18832
## 173            0.000000              0.00000                    0.06000
## 174           26.910262             75.78301                   26.99026
## 175           25.443994             81.86019                   25.51399
## 176           23.359194             85.32545                   23.44919
## 177           17.458998             78.50037                   17.50900
## 178           18.530963             73.82897                   18.59096
## 179           12.321214             76.62109                   12.36121
## 180           26.913483             75.80314                   26.98348
## 181           12.308500             76.66581                   12.36850
## 182           19.055831             72.83398                   19.11583
## 183           12.337928             76.61789                   12.40793
## 184           23.351489             85.32425                   23.42149
## 185           22.728163             75.88421                   22.80816
## 186           13.026286             80.27523                   13.05629
## 187           26.766536             75.83733                   26.78654
## 188           21.149834             72.77867                   21.17983
## 189           12.308500             76.66581                   12.39850
## 190           21.149669             72.77263                   21.21967
## 191           17.411028             78.32964                   17.45103
## 192           26.482581             80.31563                   26.57258
## 193           12.284747             76.62586                   12.34475
## 194           26.911378             75.78903                   26.92138
## 195           13.029780             80.20881                   13.10978
## 196           12.323194             76.63058                   12.36319
## 197           18.563934             73.91537                   18.65393
## 198           22.569367             88.43319                   22.62937
## 199           12.949934             77.69939                   13.00993
## 200           21.175975             72.79550                   21.25597
## 201           22.725835             75.88765                   22.83583
## 202           18.536562             73.89648                   18.59656
## 203           23.416792             85.31684                   23.43679
## 204           30.892860             75.82220                   30.92286
## 205           12.310972             76.65926                   12.33097
## 206           26.913987             75.75289                   26.99399
## 207           11.001753             76.98624                   11.02175
## 208           22.310237             73.15892                   22.39024
## 209           12.933284             77.61543                   13.00328
## 210           12.297954             76.66517                   12.33795
## 211           12.352058             76.60665                   12.36206
## 212           13.086438             80.22067                   13.14644
## 213           17.429585             78.39262                   17.46958
## 214           12.978453             77.64369                   13.04845
## 215           13.044694             80.26147                   13.08469
## 216           12.980410             77.64049                   13.11041
## 217            0.000000              0.00000                    0.06000
## 218           26.846156             75.80230                   26.92616
## 219           25.449659             81.83974                   25.47966
## 220           26.911927             75.79728                   27.05193
## 221           10.020683             76.31063                   10.03068
## 222           12.935662             77.61413                   12.97566
## 223           15.585658             73.74361                   15.62566
## 224            0.000000              0.00000                    0.13000
## 225           17.429585             78.39262                   17.51958
## 226           26.766536             75.83733                   26.89654
## 227           26.846156             75.80230                   26.98616
## 228           26.913987             75.75289                   27.05399
## 229           22.310526             73.17094                   22.42053
## 230            0.000000              0.00000                    0.03000
## 231           12.972532             77.60818                   13.02253
## 232            0.000000              0.00000                    0.07000
## 233           19.103249             72.84675                   19.19325
## 234           17.426228             78.40749                   17.50623
## 235           26.471617             80.31356                   26.49162
## 236           19.866969             75.31889                   19.97697
## 237           18.593481             73.78590                   18.60348
## 238           12.906229             77.59679                   12.98623
## 239           26.482581             80.31563                   26.55258
## 240           12.933298             77.61429                   13.01330
## 241           22.751857             75.86670                   22.88186
## 242           11.010375             76.95295                   11.09037
## 243           17.483216             78.55211                   17.52322
## 244           27.160934             78.04409                   27.22093
## 245           11.006686             76.95174                   11.05669
## 246            0.000000              0.00000                    0.08000
## 247           25.457687             81.83558                   25.49769
## 248           19.126630             72.82998                   19.13663
## 249           19.875016             75.32241                   19.96502
## 250           19.178321             72.83472                   19.24832
## 251           18.536718             73.83033                   18.64672
## 252           13.026279             80.17457                   13.04628
## 253           17.455894             78.37547                   17.48589
## 254           21.149834             72.77867                   21.20983
## 255           11.022477             76.99567                   11.09248
## 256           22.310237             73.15892                   22.37024
## 257           11.010375             76.95295                   11.05038
## 258           22.745049             75.89247                   22.83505
## 259           22.748060             75.89340                   22.83806
## 260           19.178321             72.83472                   19.26832
## 261           13.054347             80.25722                   13.10435
## 262           12.979096             77.64062                   13.00910
## 263           27.163303             78.05704                   27.29330
## 264           26.482419             80.32094                   26.50242
## 265           22.310237             73.15892                   22.35024
## 266           22.307898             73.16779                   22.36790
## 267           27.160832             78.01161                   27.23083
## 268           10.027014             76.30805                   10.13701
## 269           30.890184             75.82962                   31.00018
## 270           11.003681             76.97553                   11.13368
## 271           12.986047             80.21811                   13.09605
## 272           11.006686             76.95174                   11.05669
## 273           21.152760             72.77806                   21.28276
## 274           22.753839             75.89743                   22.77384
## 275           19.876106             75.34077                   20.00611
## 276           13.005801             80.25074                   13.11580
## 277           12.933298             77.61429                   12.94330
## 278            0.000000              0.00000                    0.07000
## 279            0.000000              0.00000                    0.06000
## 280           30.328174             78.04912                   30.39817
## 281           12.978453             77.64369                   13.04845
## 282           13.058616             80.26415                   13.13862
## 283           26.911927             75.79728                   26.97193
## 284          -27.165108             78.01505                   27.22511
## 285            0.000000              0.00000                    0.13000
## 286           22.307898             73.16779                   22.41790
## 287           21.170096             72.78912                   21.22010
## 288           30.905562             75.83284                   30.99556
## 289           26.849596             75.80051                   26.98960
## 290          -18.551440            -73.80486                   18.61144
## 291           11.003681             76.97553                   11.04368
## 292           27.163303             78.05704                   27.24330
## 293           21.157729             72.76873                   21.24773
## 294           26.902328             75.79426                   26.93233
## 295           26.905190             75.81075                   26.99519
## 296           17.428294             78.40442                   17.44829
## 297           12.316967             76.60307                   12.44697
## 298           12.975377             77.69666                   13.05538
## 299           13.026286             80.27523                   13.04629
## 300           12.323978             76.62796                   12.45398
## 301           11.025083             77.01539                   11.05508
## 302           12.933284             77.61543                   12.95328
## 303           26.492106             80.32780                   26.56211
## 304           19.003517             72.82765                   19.07352
## 305           10.994136             76.96330                   11.02414
## 306           23.353783             85.32697                   23.46378
## 307           17.440827             78.39339                   17.51083
## 308           19.126630             72.82998                   19.20663
## 309           12.297954             76.66517                   12.32795
## 310            0.000000              0.00000                    0.03000
## 311           22.308096             73.16775                   22.31810
## 312           12.323194             76.63058                   12.34319
## 313           17.450851             78.37935                   17.51085
## 314           18.543626             73.90510                   18.62363
## 315            0.000000              0.00000                    0.03000
## 316           12.304569             76.64362                   12.36457
## 317           12.299524             76.64262                   12.36952
## 318           26.849596             75.80051                   26.86960
## 319           19.003517             72.82765                   19.01352
## 320           21.160522             72.77148                   21.21052
## 321           22.728163             75.88421                   22.85816
## 322           22.312790             73.17028                   22.38279
## 323           12.980410             77.64049                   13.06041
## 324            0.000000              0.00000                    0.02000
## 325           19.131141             72.81307                   19.16114
## 326           17.433809             78.38674                   17.52381
## 327           17.428294             78.40442                   17.55829
## 328           26.766536             75.83733                   26.89654
## 329           19.879631             75.32340                   19.89963
## 330           13.026286             80.27523                   13.04629
## 331           19.091458             72.82781                   19.15146
## 332            0.000000              0.00000                    0.03000
## 333           26.849596             75.80051                   26.85960
## 334           12.934179             77.61580                   12.95418
## 335           18.520016             73.83055                   18.57002
## 336           12.986047             80.21811                   13.09605
## 337           21.170798             72.79049                   21.28080
## 338           18.563934             73.91537                   18.60393
## 339           22.760072             75.89257                   22.85007
## 340           19.126630             72.82998                   19.16663
## 341           22.761226             75.88752                   22.82123
## 342           19.178321             72.83472                   19.19832
## 343           21.149834             72.77867                   21.19983
## 344           26.888420             75.80069                   26.89842
## 345           12.297954             76.66517                   12.30795
## 346           17.458998             78.50037                   17.51900
## 347           23.354422             85.33290                   23.48442
## 348           13.044694             80.26147                   13.08469
## 349           12.935662             77.61413                   13.06566
## 350           23.416792             85.31684                   23.45679
## 351           18.520016             73.83055                   18.63002
## 352           22.722634             75.88696                   22.81263
## 353           22.745536             75.89311                   22.76554
## 354            0.000000              0.00000                    0.03000
## 355           12.972161             77.59601                   13.04216
## 356           12.304569             76.64362                   12.35457
## 357           21.175104             72.80434                   21.24510
## 358           12.935662             77.61413                   13.01566
## 359           21.171060             72.78929                   21.21106
## 360            0.000000              0.00000                    0.01000
## 361           17.450851             78.37935                   17.50085
## 362           22.526461             88.36445                   22.57646
## 363           23.371292             85.32787                   23.44129
## 364           18.520016             73.83055                   18.53002
## 365           13.029198             77.57100                   13.05920
## 366           23.416792             85.31684                   23.47679
## 367           18.520016             73.83055                   18.63002
## 368           23.416792             85.31684                   23.43679
## 369           18.546258             73.90434                   18.65626
## 370           13.026286             80.27523                   13.13629
## 371           26.921411             75.79360                   26.98141
## 372           22.552672             88.35289                   22.64267
## 373           12.352058             76.60665                   12.43206
## 374           11.022298             76.99835                   11.13230
## 375           11.008638             76.98431                   11.06864
## 376           21.149669             72.77263                   21.19967
## 377           12.972161             77.59601                   13.00216
## 378           13.049645             80.24227                   13.13964
## 379            0.000000              0.00000                    0.06000
## 380           17.430448             78.41821                   17.52045
## 381           30.372202             78.07715                   30.44220
## 382           19.176269             72.83672                   19.21627
## 383           23.351489             85.32425                   23.41149
## 384            0.000000              0.00000                    0.04000
## 385            0.000000              0.00000                    0.11000
## 386           18.530963             73.82897                   18.59096
## 387           26.766536             75.83733                   26.82654
## 388           22.722634             75.88696                   22.76263
## 389           12.980410             77.64049                   13.01041
## 390           22.307898             73.16779                   22.41790
## 391            0.000000              0.00000                    0.07000
## 392           19.091458             72.82781                   19.20146
## 393           19.874733             75.35394                   19.98473
## 394           13.045479             80.23311                   13.15548
## 395           26.956431             75.77665                   27.04643
## 396           10.027014             76.30805                   10.15701
## 397           11.008638             76.98431                   11.13864
## 398           13.022394             80.24244                   13.11239
## 399           19.065838             72.83266                   19.17584
## 400           22.750040             75.90285                   22.78004
## 401            0.000000              0.00000                    0.13000
## 402           21.173493             72.80195                   21.20349
## 403           13.029198             77.57100                   13.03920
## 404           13.026279             80.17457                   13.03628
## 405           13.091809             80.21910                   13.13181
## 406            0.000000              0.00000                    0.13000
## 407           22.308096             73.16775                   22.34810
## 408           21.183434             72.81449                   21.20343
## 409            0.000000              0.00000                    0.04000
## 410           18.533811             73.89932                   18.62381
## 411           23.351489             85.32425                   23.43149
## 412           11.003681             76.97553                   11.05368
## 413           21.149669             72.77263                   21.27967
## 414           12.975377             77.69666                   13.04538
## 415           22.311358             73.16480                   22.42136
## 416           12.986047             80.21811                   13.05605
## 417           21.175975             72.79550                   21.28598
## 418           15.496162             73.82536                   15.53616
## 419           26.913726             75.75282                   26.93373
## 420           22.569367             88.43319                   22.63937
## 421           21.170798             72.79049                   21.30080
## 422           22.748060             75.89340                   22.75806
## 423           30.895817             75.81311                   30.90582
## 424           23.357804             85.32515                   23.41780
## 425           11.010375             76.95295                   11.09037
## 426          -30.366322            -78.07045                   30.49632
## 427           12.323994             76.62617                   12.35399
## 428           19.120083             72.90739                   19.19008
## 429           18.563934             73.91537                   18.64393
## 430           12.906229             77.59679                   13.01623
## 431           12.933298             77.61429                   13.02330
## 432           12.337978             76.61679                   12.37798
## 433           27.161661             78.01154                   27.24166
## 434           12.337928             76.61789                   12.34793
## 435           13.066762             80.25186                   13.07676
## 436           10.994136             76.96330                   11.07414
## 437           17.440827             78.39339                   17.55083
## 438           11.003681             76.97553                   11.03368
## 439           13.064181             80.23644                   13.15418
## 440           13.066762             80.25186                   13.11676
## 441           21.160437             72.77421                   21.20044
## 442           19.091458             72.82781                   19.11146
## 443            0.000000              0.00000                    0.07000
## 444           23.416792             85.31684                   23.47679
## 445           30.362686             78.06889                   30.49269
## 446           22.725748             75.89850                   22.75575
## 447           17.410371             78.43722                   17.52037
## 448            0.000000              0.00000                    0.08000
## 449           18.562450             73.91662                   18.65245
## 450           12.972161             77.59601                   12.99216
## 451           23.416792             85.31684                   23.44679
## 452           12.906229             77.59679                   13.03623
## 453            9.979186             76.31736                   10.04919
## 454           13.049645             80.24227                   13.07964
## 455           17.411028             78.32964                   17.54103
## 456           12.933284             77.61543                   13.00328
## 457           11.000762             76.98188                   11.02076
## 458            0.000000              0.00000                    0.08000
## 459           18.539299             73.89790                   18.60930
## 460           11.022298             76.99835                   11.04230
## 461           22.310329             73.16908                   22.36033
## 462           12.949934             77.69939                   12.99993
## 463           11.022169             76.99959                   11.08217
## 464           19.875908             75.35889                   19.92591
## 465           10.006881             76.34540                   10.07688
## 466           12.326356             76.61910                   12.36636
## 467           17.431477             78.40035                   17.45148
## 468           26.888420             75.80069                   27.02842
## 469            0.000000              0.00000                    0.01000
## 470           11.003669             76.97649                   11.07367
## 471            0.000000              0.00000                    0.02000
## 472           13.022394             80.24244                   13.07239
## 473           18.514210             73.83843                   18.62421
## 474           12.352058             76.60665                   12.46206
## 475           21.186884             72.79362                   21.19688
## 476           22.307898             73.16779                   22.41790
## 477           19.875522             75.36713                   19.92552
## 478           26.892312             75.80690                   26.97231
## 479           22.310237             73.15892                   22.42024
## 480           23.359033             85.32535                   23.44903
## 481           22.552996             88.35231                   22.57300
## 482           22.538731             88.36488                   22.59873
## 483           22.311603             73.16501                   22.35160
## 484           30.895204             75.82210                   30.94520
## 485           17.428294             78.40442                   17.49829
## 486           25.450329             81.83428                   25.54033
## 487           18.546947             73.90063                   18.65695
## 488           26.956431             75.77665                   27.06643
## 489           13.026279             80.17457                   13.08628
## 490           19.181300             72.83619                   19.24130
## 491           30.340722             78.06022                   30.43072
## 492           19.874733             75.35394                   19.96473
## 493           26.911927             75.79728                   27.00193
## 494           13.058616             80.26415                   13.18862
## 495           12.352058             76.60665                   12.40206
## 496            0.000000              0.00000                    0.07000
## 497           22.727021             75.88417                   22.74702
## 498           22.651847             75.88199                   22.68185
## 499           25.452350             81.84189                   25.48235
##     Delivery_location_longitude Type_of_order   Type_of_vehicle Time_taken.min.
## 1                      75.91247        Snack        motorcycle               24
## 2                      77.81324        Snack           scooter               33
## 3                      77.68840       Drinks        motorcycle               26
## 4                      77.02649       Buffet        motorcycle               21
## 5                      80.28998        Snack           scooter               30
## 6                      78.43832       Buffet        motorcycle               26
## 7                      85.44982         Meal           scooter               40
## 8                      76.73665         Meal        motorcycle               32
## 9                      78.51674       Buffet        motorcycle               34
## 10                     78.11611        Snack        motorcycle               46
## 11                     76.34759         Meal        motorcycle               23
## 12                     74.00662       Drinks           scooter               21
## 13                     75.82935       Buffet        motorcycle               20
## 14                     80.50293        Snack           scooter               41
## 15                     72.92672       Buffet  electric_scooter               20
## 16                     76.69488         Meal           scooter               33
## 17                     73.88357        Snack        motorcycle               40
## 18                     78.47750        Snack        motorcycle               41
## 19                     88.38289         Meal        motorcycle               15
## 20                     73.99537        Snack        motorcycle               36
## 21                     85.45515         Meal  electric_scooter               26
## 22                     76.98649        Snack        motorcycle               20
## 23                     80.34811         Meal           scooter               39
## 24                     72.90238       Buffet        motorcycle               34
## 25                     80.36074         Meal  electric_scooter               15
## 26                     75.83051        Snack        motorcycle               18
## 27                     72.86148       Drinks           scooter               38
## 28                     77.70580       Buffet        motorcycle               47
## 29                     73.94843       Buffet  electric_scooter               12
## 30                     77.02567       Drinks        motorcycle               26
## 31                     72.82421       Drinks        motorcycle               22
## 32                     73.83346       Buffet        motorcycle               21
## 33                     73.78948       Drinks           scooter               25
## 34                      0.11000        Snack           scooter               35
## 35                     74.04537       Drinks           scooter               30
## 36                     73.87485        Snack        motorcycle               22
## 37                     73.82590        Snack           scooter               10
## 38                     72.80273         Meal           scooter               19
## 39                     78.40588        Snack           scooter               11
## 40                     77.62818       Buffet           scooter               11
## 41                     77.67818        Snack        motorcycle               28
## 42                     80.30644        Snack        motorcycle               33
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## 66                     81.85974         Meal  electric_scooter               14
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## 91                     78.49674         Meal        motorcycle               39
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## 99                     77.04835        Snack        motorcycle               20
## 100                    76.67228         Meal           scooter               39
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## 157                    76.73307         Meal        motorcycle               36
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## 181                    76.72581         Meal        motorcycle               25
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## 195                    80.28881         Meal  electric_scooter               27
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## 201                    75.99765        Snack        motorcycle               28
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## 213                    78.43262       Drinks           scooter               29
## 214                    77.71368       Buffet        motorcycle               33
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## 221                    76.32063         Meal        motorcycle               14
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## 290                    73.86486         Meal           scooter               12
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## 292                    78.13704       Drinks        motorcycle               39
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## 313                    78.43935         Meal        motorcycle               28
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## 322                    73.24028         Meal        motorcycle               49
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## 364                    73.84055         Meal  electric_scooter               25
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## 477                    75.41713         Meal           scooter               34
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