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Travel Analytics

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🛠️ Problem Statement

Table Name : booking_table

Column Name Type
Booking_id VARCHAR(3) NOT NULL
Booking_date date NOT NULL
User_id VARCHAR(2) NOT NULL
Line_of_business VARCHAR(6) NOT NULL
  • booking_id is the primary key column for this table.
  • user_id is a foreign key of the ID from the user_table.

Table Name : user_table

Column Name Type
User_id VARCHAR(3) NOT NULL
Segment VARCHAR(2) NOT NULL
  • user_id is the primary key column for this table.


Please answer the following question:

  1. Write a SQL query to count the number of users in each user segment. Also output the no of users who booked flight in Apr 2022.
  2. Write a query to identify users whose first booking is hotel booking.
  3. Write a query to calculate the days between first and last booking of each user.
  4. Write a query to count the number of flight and hotel bookings in each of the user segments for the year 2022.

The query result format is in the following example.

Input

Table Name: booking_table

Booking_id Booking_date User_id Line_of_business
b1 2022-03-23 u1 Flight
b2 2022-03-27 u2 Flight
b3 2022-03-28 u1 Hotel
b4 2022-03-31 u4 Flight
b5 2022-04-02 u1 Hotel
b6 2022-04-02 u2 Flight
b7 2022-04-06 u5 Flight
b8 2022-04-06 u6 Hotel
b9 2022-04-06 u2 Flight
b10 2022-04-10 u1 Flight
b11 2022-04-12 u4 Flight
b12 2022-04-16 u1 Flight
b13 2022-04-19 u2 Flight
b14 2022-04-20 u5 Hotel
b15 2022-04-22 u6 Flight
b16 2022-04-26 u4 Hotel
b17 2022-04-28 u2 Hotel
b18 2022-04-30 u1 Hotel
b19 2022-05-04 u4 Hotel
b20 2022-05-06 u1 Flight

Table Name: user_table

User_id Segment
u1 s1
u2 s1
u3 s1
u4 s2
u5 s2
u6 s3
u7 s3
u8 s3
u9 s3
u10 s3
Output
  1. Write a SQL query to count the number of users in each user segment. also output the no of users who booked flight in Apr 2022.
segment total_user_count user_count_flight_apr
s1 3 2
s2 2 2
s3 5 1
  1. Write a query to identify users whose first booking is hotel booking.
user_id
u6
  1. Write a query to calculate the days between first and last booking of each user.
user_id date_diff
u1 44
u2 32
u4 34
u5 14
u6 16
  1. Write a query to count the number of flight and hotel bookings in each of the user segments for the year 2022.
segment flight_count hotel_count
s1 8 4
s2 3 3
s3 1 1