HomeSearch by dateVacation packagesHotelsFlight dealsCar rentalTravel tips & news
Singapore

$48+ Cheap flights from Ho Chi Minh City (SGN) to Singapore (SIN)

This is the cheapest one-way flight price found by a Cheapflights user in the last 72 hours by searching for a flight departing on 2/5. Fares are subject to change and may not be available on all flights or dates of travel.
SGN — SIN
Feb 7 — Feb 141
Sat 2/7
Sat 2/14
1 adult, Economy
We work with more than 300 partners to bring you better travel deals

Find cheap flights from Ho Chi Minh City to Singapore with Cheapflights

1. Tell us where you want to go

Enter your travel information like dates, passengers, trip type (one-way or round trip), and preferred cabin class then click “Find deals”

2. Select your favorite providers

We find the providers serving your travel needs. Choose up to four travel providers to compare side-by-side for flights, hotels, or car rentals.

3. Compare prices and book

Review each provider’s pricing and select the best option for you! Book through your favorite provider’s website for a seamless experience.
Cheapflights Tip: The best prices from Ho Chi Minh City to Singapore Changi are usually found in May or June, booked 83 days in advance, depart on a Saturday or Thursday and return on a Wednesday

Cheap flight deals from Ho Chi Minh City to Singapore

Discover tips and strategies to find the most affordable flight options for your journey from Ho Chi Minh City (SGN) to Singapore (SIN). Learn about various techniques such as flexible date searches, comparing prices across and setting up price alerts. Use these methods to find the cheapest flights available for your travel needs. Data last updated January 8, 2026.

Most accurate provider

Mytrip
3 stars

Most trusted provider

Mytrip
3 stars

Round-trip from

$132
(Booking.com)

One-way from

$48
(Kiwi.com)

Popular in

December

Cheapest in

May

Average price

$161

Good round-trip deal

$174 or less

Good one-way deal

$85 or less
Provider with most accurate pricing for Ho Chi Minh City-Singapore Changi flight deals.
Search Deals
Provider most trusted by Cheapflights users for Ho Chi Minh City-Singapore Changi flights.
Search Deals
From Ho Chi Minh City to Singapore Changi
Search Deals
One-way flight from Ho Chi Minh City to Singapore Changi
Search Deals
Highest demand for flights based on searches. 9% potential increase in price ($15 potential increase over avg. RT price).
Search Deals
Cheapest flight prices on average. 3% potential price decrease ($6 potential savings vs. average RT price).
Search Deals
Average for round-trip flights in January 2026
Search Deals
Price to beat on a round-trip flight from Ho Chi Minh City to Singapore Changi.
Search Deals
Price to beat on a one-way flight from Ho Chi Minh City to Singapore Changi.
Search Deals

Find flight deals from Ho Chi Minh City to Singapore

Cheapest flights from Ho Chi Minh City to Singapore
Explore the most affordable flight options available from Ho Chi Minh City to Singapore. Find the lowest fares from popular airlines and budget airlines, with prices last updated on January 8, 2026.

This Booking.com deal was found by Cheapflights users on 1/6. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Booking.com is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Mon 5/49:15 amSGN - SIN
Nonstop2h 05mMultiple Airlines
Thu 5/77:30 pmSIN - SGN
Nonstop2h 05mMultiple Airlines
Deal found 1/6$132
This Kiwi.com deal was found by Cheapflights users on 1/6. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Kiwi.com is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Fri 3/612:10 pmSGN - SIN
Nonstop2h 05mVietJet Air
Mon 3/97:30 pmSIN - SGN
Nonstop2h 05mVietJet Air
Deal found 1/6$134
This Kiwi.com deal was found by Cheapflights users on 1/7. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Kiwi.com is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Mon 1/1212:10 pmSGN - SIN
Nonstop2h 05mVietJet Air
Wed 1/144:15 pmSIN - SGN
Nonstop2h 05mVietJet Air
Deal found 1/7$135
This Booking.com deal was found by Cheapflights users on 1/7. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Booking.com is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Tue 3/1012:10 pmSGN - SIN
Nonstop2h 05mVietJet Air
Fri 3/134:55 pmSIN - SGN
Nonstop2h 10mVietJet Air
Deal found 1/7$139
This FlightHub deal was found by Cheapflights users on 1/7. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure FlightHub is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Tue 3/1012:10 pmSGN - SIN
Nonstop2h 05mVietJet Air
Mon 3/164:55 pmSIN - SGN
Nonstop2h 10mVietJet Air
Deal found 1/7$145
This WAYA deal was found by Cheapflights users on 1/7. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure WAYA is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Tue 1/209:40 amSGN - SIN
1 stop8h 50mMultiple Airlines
Fri 1/304:55 pmSIN - SGN
Nonstop2h 10mMultiple Airlines
Deal found 1/7$146
This FlightHub deal was found by Cheapflights users on 1/8. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure FlightHub is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Wed 3/1112:10 pmSGN - SIN
Nonstop2h 05mVietJet Air
Mon 3/164:55 pmSIN - SGN
Nonstop2h 10mVietJet Air
Deal found 1/8$147
This Booking.com deal was found by Cheapflights users on 1/7. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Booking.com is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Sun 3/112:10 pmSGN - SIN
Nonstop2h 05mVietJet Air
Tue 3/34:15 pmSIN - SGN
Nonstop2h 05mVietJet Air
Deal found 1/7$148
This Booking.com deal was found by Cheapflights users on 1/7. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Booking.com is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Mon 3/28:15 pmSGN - SIN
1 stop9h 50mMultiple Airlines
Thu 3/57:30 pmSIN - SGN
Nonstop2h 05mMultiple Airlines
Deal found 1/7$150
This Kiwi.com deal was found by Cheapflights users on 1/8. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Kiwi.com is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Wed 1/218:15 pmSGN - SIN
1 stop11h 05mMultiple Airlines
Sat 1/247:30 pmSIN - SGN
Nonstop2h 05mMultiple Airlines
Deal found 1/8$152
This WAYA deal was found by Cheapflights users on 1/5. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure WAYA is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Tue 1/139:40 amSGN - SIN
1 stop8h 50mMultiple Airlines
Wed 1/144:55 pmSIN - SGN
Nonstop2h 10mMultiple Airlines
Deal found 1/5$153
This Kiwi.com deal was found by Cheapflights users on 1/8. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Kiwi.com is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Sat 1/248:50 amSGN - SIN
Nonstop2h 15mMultiple Airlines
Mon 1/2610:35 pmSIN - SGN
1 stop11h 20mMultiple Airlines
Deal found 1/8$154

Cheapflights Fare Finder

 
Customize your flight search to find flights from Ho Chi Minh City to Singapore that fit within your specific budget. Explore options based on user searches and filter the results based on your desired price range. Find flights that match your budget for a cost-effective journey. Over the last 7 days, Cheapflights users made 2,558,603 searches. Data last updated January 8, 2026.
Use the filters below to find and compare flights from Ho Chi Minh City to Singapore that are best for you.

Fly from

Ho Chi Minh City

Fly to

Singapore

Route

Depart

Return

Price

Ho Chi Minh CitySingapore

SGN - SIN

SGNSIN

Ho Chi Minh City

Thu 1/29

8:15 pm-7:05 am

1 stop9h 50m

Singapore Changi

Fri 1/30

4:55 pm-6:05 pm

Nonstop2h 10m

$152

Ho Chi Minh CitySingapore

SGN - SIN

SGNSIN

Ho Chi Minh City

Wed 1/28

12:10 pm-3:15 pm

Nonstop2h 05m

Singapore Changi

Sat 1/31

7:30 pm-8:35 pm

Nonstop2h 05m

$173

Ho Chi Minh CitySingapore

SGN - SIN

SGNSIN

Ho Chi Minh City

Mon 3/2

8:15 pm-7:05 am

1 stop9h 50m

Singapore Changi

Thu 3/5

2:55 pm-7:45 pm

1 stop5h 50m

$188

Ho Chi Minh CitySingapore

SGN - SIN

SGNSIN

Ho Chi Minh City

Fri 3/27

12:10 pm-3:15 pm

Nonstop2h 05m

Singapore Changi

Tue 3/31

7:30 pm-8:35 pm

Nonstop2h 05m

$190

Ho Chi Minh CitySingapore

SGN - SIN

SGNSIN

Ho Chi Minh City

Sat 4/11

8:35 am-3:40 pm

1 stop6h 05m

Singapore Changi

Mon 4/13

4:10 pm-8:40 pm

1 stop5h 30m

$191

Ho Chi Minh CitySingapore

SGN - SIN

SGNSIN

Ho Chi Minh City

Wed 2/25

7:00 pm-10:20 am

1 stop14h 20m

Singapore Changi

Sun 3/1

11:05 am-6:10 pm

1 stop8h 05m

$192

Ho Chi Minh CitySingapore

SGN - SIN

SGNSIN

Ho Chi Minh City

Tue 1/27

7:00 pm-12:30 am

1 stop4h 30m

Singapore Changi

Thu 1/29

1:40 pm-6:10 pm

1 stop5h 30m

$194

Ho Chi Minh CitySingapore

SGN - SIN

SGNSIN

Ho Chi Minh City

Sat 2/7

11:00 am-6:35 pm

1 stop6h 35m

Singapore Changi

Sun 2/8

12:55 pm-6:10 pm

1 stop6h 15m

$196

Ho Chi Minh CitySingapore

SGN - SIN

SGNSIN

Ho Chi Minh City

Wed 3/4

6:50 am-10:15 am

Nonstop2h 25m

$69

Ho Chi Minh CitySingapore

SGN - SIN

SGNSIN

Ho Chi Minh City

Mon 2/16

4:20 pm-7:25 pm

Nonstop2h 05m

$73

Flights are sorted by cheapest round-trip flights first.

Deals found on 1/6

Showing 1-10 of 15 results
1
2

Compare providers for flights from Ho Chi Minh City to Singapore

Provider information is updated monthly. Please note that these providers often have deals for this flight, but the availability may vary on a day-by-day basis on Cheapflights.
Use the table below to compare price accuracy, trust ratings, and cancellation policies for each provider offering flight deals from Ho Chi Minh City to Singapore in January.
ProviderPrice AccuracyTrust Score*
FlightHubPrice Accuracy3 starsTrust Score*1 star
eDreamsPrice Accuracy3 starsTrust Score*3 stars
Trip.comPrice Accuracy2 starsTrust Score*3 stars
Kiwi.comPrice Accuracy3 starsTrust Score*3 stars
MytripPrice Accuracy3 starsTrust Score*3 stars
CheapOairPrice Accuracy3 starsTrust Score*3 stars

*The Trust Score is based on feedback from users after their booking experience. It measures overall satisfaction, helping us identify issues like hidden fees, problems during the ticketing process, and the quality of customer service. This score is our best indicator of the provider's quality and reliability.

  • Most accurate provider: When it comes to deals on Ho Chi Minh City-Singapore flights, users find the pricing of Mytrip to be most consistent on Cheapflights vs. Mytrip Users can find the same prices on Ho Chi Minh City-Singapore flight deals on Cheapflights vs. Mytrip >95% of the time. Price accuracy is based on data collected from Ho Chi Minh City-Singapore flight searches over the past month and is updated monthly.
  • Most trusted provider: When it comes to deals on Ho Chi Minh City-Singapore flights, Cheapflights users trust Mytrip the most. Mytrip has received a user feedback score of 3 out of 3 stars (3 being the best), meaning they have been trusted the most by Cheapflights users looking for Ho Chi Minh City-Singapore flight deals. Provider user feedback score is based on Cheapflights searches over the past month and is updated monthly.

Best time to book a flight from Ho Chi Minh City to Singapore

Have a flexible travel schedule? Discover the best time to fly to Singapore from Ho Chi Minh City with our price prediction graph.
Estimated round-trip price
Rates are based on past data. Find the cheapest month and day to book your flight based on your travel requirements, then search for cheap deals.

Cheapflights Insights

Everything you need to know about your flight from Ho Chi Minh City to Singapore

How far ahead should I book a flight from Ho Chi Minh City to Singapore?

Use this chart to determine the optimal time to book a round-trip flight from Ho Chi Minh City to Singapore. Price data was last updated on January 2, 2026.

To ensure you get the cheapest price possible for a flight from Ho Chi Minh City to Singapore, you should look to book at least 83 days in advance of your intended travel date. The price of your flight may increase if you delay and leave booking until a week or so before departure.

What is the cheapest month to book a flight from Ho Chi Minh City to Singapore?

Currently, July is the cheapest month in which you can book a flight from Ho Chi Minh City to Singapore (average of $84). Flying from Ho Chi Minh City to Singapore in December is currently the most expensive (average of $132). There are several factors that can impact the price of a flight, so comparing airlines, departure airports and flight times can provide users with more options.

What is the cheapest time of day to fly from SGN to SIN?

Find hourly flight availability from Ho Chi Minh City to Singapore. Discover flight options and departure times throughout the day, allowing you to choose a departure time that suits your schedule. Data last updated January 8, 2026.

One of the essential ways to save on airfare from Ho Chi Minh City to Singapore is to remain as flexible as possible. Flights that are in the afternoon tend to be the most expensive. A flight in the morning could potentially save you up to 31% on airfare.

What is the cheapest day to fly from Ho Chi Minh City to Singapore?

Use this chart to determine the cheapest time to fly round-trip from Ho Chi Minh City to Singapore. Price data was last updated on January 3, 2026.

Travelers seeking maximum savings on their Ho Chi Minh City to Singapore flight should consider departing on Tuesday at noon when fares are most often at their lowest. Thursday evenings flights should be avoided if possible as fares are typically the most expensive at this time.

How much does it cost to fly round-trip from Ho Chi Minh City to Singapore?

The best insider tips for Ho Chi Minh City to Singapore flights

AI-powered summary based on content written by travel experts. AI can make mistakes.
Cheapflights partnered with top experts to bring you the best recommendations for your Ho Chi Minh City to Singapore trip
Airports
SGN

For a stress-free departure from SGN, consider using the VIP channel for a quicker security experience, especially during peak times.

Read more about SGNBy Gabriel Leigh
SIN

Upon arrival at SIN, using a rideshare app like Grab from Terminal 4 can save time compared to public transport.

Read more about SINBy Yulia Denisyuk
Our travel experts
Yulia Denisyuk

Yulia Denisyuk

Expert on SIN

Yulia Denisyuk

Yulia Denisyuk

Yulia is a freelance journalist who’s dispatched from 90+ countries. Her work focuses on cultures, adventure trips and air travel, appearing in NatGeo, NYT, CNTraveler, and more. For past assignments, she’s stayed with nomads in Mongolia and learned the art of Imigongo in Rwanda. She’s based in Chicago; in winter she often questions that decision.

Read more
Gabriel Leigh

Gabriel Leigh

Expert on SGN

Gabriel Leigh

Gabriel Leigh

Gabriel is a writer and video creator. As senior content producer for Flightradar24 and Monocle’s transport correspondent, he keeps a close eye on aviation in particular. He has also written travel articles for the likes of The New York Times. Born in New York but raised around the world, he now lives in Sweden. He’s been to 75 countries, flying 2.3 million miles on 113 airlines and through 234 airports in the process.

Read more

Reviews of airlines servicing Singapore

Get insights into the airlines that provide service to Singapore. Read reviews, discover amenities, and learn about the overall travel experience offered by airlines. Use this information to make informed decisions when choosing an airline for your flight to Singapore. Reviews last updated January 8, 2026.
Read through reviews of airlines operating flights from Ho Chi Minh City to Singapore, such as Singapore Airlines, Vietnam Airlines, and Scoot. Reviews also offer insight into each airline's entertainment options, comfort, food, crew/service, and boarding process.
Singapore Airlines
8.1
Very good
1,429 reviews

Crew

8.6

Overall

8.1

Food

7.8

Boarding

8.3

Entertainment

8.0

Comfort

8.0

Reviews

1 / 20
10.0
Excellent

Wee Keng,Dec 2025

HKG - SIN

Quick 3 hour flight with excellent service from the crew despite it being Christmas Day holiday. Ground crew passed out Xmas cookies as well. Great experience.
Singapore Airlines
8.1
Very good
1,429 reviews
Singapore Airlines
8.1
Very good
1,429 reviews

Crew

8.6

Overall

8.1

Food

7.8

Boarding

8.3

Entertainment

8.0

Comfort

8.0

Reviews

1 / 20
10.0
Excellent

Wee Keng,Dec 2025

HKG - SIN

Quick 3 hour flight with excellent service from the crew despite it being Christmas Day holiday. Ground crew passed out Xmas cookies as well. Great experience.
Vietnam Airlines
7.6
Good
218 reviews
Singapore Airlines
8.1
Very good
1,429 reviews

Crew

8.6

Overall

8.1

Food

7.8

Boarding

8.3

Entertainment

8.0

Comfort

8.0

Reviews

1 / 20
10.0
Excellent

Wee Keng,Dec 2025

HKG - SIN

Quick 3 hour flight with excellent service from the crew despite it being Christmas Day holiday. Ground crew passed out Xmas cookies as well. Great experience.
Scoot
6.7
Okay
313 reviews
Singapore Airlines
8.1
Very good
1,429 reviews

Crew

8.6

Overall

8.1

Food

7.8

Boarding

8.3

Entertainment

8.0

Comfort

8.0

Reviews

1 / 20
10.0
Excellent

Wee Keng,Dec 2025

HKG - SIN

Quick 3 hour flight with excellent service from the crew despite it being Christmas Day holiday. Ground crew passed out Xmas cookies as well. Great experience.
VietJet Air
5.6
Fair
156 reviews
Singapore Airlines
8.1
Very good
1,429 reviews

Crew

8.6

Overall

8.1

Food

7.8

Boarding

8.3

Entertainment

8.0

Comfort

8.0

Reviews

1 / 20
10.0
Excellent

Wee Keng,Dec 2025

HKG - SIN

Quick 3 hour flight with excellent service from the crew despite it being Christmas Day holiday. Ground crew passed out Xmas cookies as well. Great experience.

Related info for your journey

Find useful and relevant information for your journey from Ho Chi Minh City to Singapore. Access travel guides, tips, and recommendations to enhance your travel experience. Get information about local attractions, weather, transportation options, and more.

  • What airports do I use to fly from Ho Chi Minh City to Singapore?

    Singapore Changi is the airport most travelers will use when flying to Singapore from Ho Chi Minh City. Booking flights from Ho Chi Minh City (SGN) to Changi (SIN) should be relatively easy as there are 39 daily flights to Singapore from 4 different airlines. 2h 05m is how long a flight from Ho Chi Minh City to Singapore Changi will take if you book a nonstop flight.

  • How popular is this Ho Chi Minh City to Singapore flight route?

    Flights from Ho Chi Minh City to Singapore Changi have been viewed 34 times in the past calendar month.

  • How long is the flight from Ho Chi Minh City to Singapore?

    VietJet Air and AirAsia can get you from Ho Chi Minh City to Singapore in just under 2h 05m. Your travel time can differ by up to 7h 45m. Airlines will cover a distance of 679 mi. Both multi-stop and nonstop flights can be found to your destination and back.

  • What are the cheapest airlines flying from Ho Chi Minh City to Singapore round-trip?

    Currently priced at $64, Vietnam Airlines will fly you from Ho Chi Minh City to Singapore and back. In addition to Vietnam Airlines, many other airlines offer competitively priced options for your trip. Search Cheapflights for deals from Scoot and VietJet Air - these airlines can fly you to your destination from $112 and $117, respectively. You may be able to fly from Ho Chi Minh City to Singapore for 59% less than the average price by searching for these airlines.

  • What are the cheapest airlines to fly from Ho Chi Minh City to Singapore one-way?

    The cheapest airlines for a one-way flight from Ho Chi Minh City to Singapore are Scoot ($42), VietJet Air ($47), and Vietnam Airlines ($79).

  • What are the most reliable airlines from Ho Chi Minh City to Singapore?

    Before booking your flight to Singapore from Ho Chi Minh City, check out the most reliable airlines to get you to your destination on time: Scoot (81%), Air Canada (81%), Lufthansa( 80%).

  • What are the cheapest flights from Ho Chi Minh City to Singapore?

    On average you can expect to pay $1,045 for a flight from Ho Chi Minh City to Singapore. The cheapest flight overall is $47 while the most popular route, (Ho Chi Minh City - Singapore Changi) is currently priced at $104.

  • Can I find deals for flights from Ho Chi Minh City to Singapore that include hotel bookings?

    Yes. In addition to deals on Ho Chi Minh City to Singapore flights, Cheapflights offers vacation packages that include both flights and hotel.

  • How can I find direct flights from Ho Chi Minh City to Singapore?

    After entering your origin and destination, apply the non-stop filter on the search result page to find direct flights from Ho Chi Minh City to Singapore.

  • Can I find deals for business class flights from Ho Chi Minh City to Singapore?

    Yes. Cheapflights offers flight deals from Ho Chi Minh City to Singapore by cabin class. In addition to browsing deals, you can also filter by cabin class on the search results page after making a search.

  • What is the cheapest month to book a flight from Ho Chi Minh City to Singapore?

    Currently, July is the cheapest month in which you can book a flight from Ho Chi Minh City to Singapore (average of $84). Flying from Ho Chi Minh City to Singapore in December is currently the most expensive (average of $132). There are several factors that can impact the price of a flight, so comparing airlines, departure airports and flight times can provide users with more options.

See more FAQs

Browse thousands of different options on Cheapflights for your next trip

Toggle through the tabs below to find thousands of options on Cheapflights for your next trip.

Alternative routes for Ho Chi Minh City to Singapore

See prices for flight routes from nearby airports that may be better suited for you.
Hanoi to Singapore flights
Da Nang to Singapore flights

Top 4 airlines flying from Ho Chi Minh City to Singapore

Discover the top 4 airlines that operate flights from Ho Chi Minh City to Singapore. Compare their services, reliability, and customer satisfaction ratings to choose the airline that best suits your travel preferences and needs. Over the last 7 days, Cheapflights users made 2,558,603 searches. Data last updated January 8, 2026.
AirlineCheapestAverageFlexibilityOn-time
Vietnam AirlinesCheapest$64Average$203FlexibilityNo cancel feeOn-time81%
ScootCheapest$113Average$134FlexibilityNo cancel feeOn-timeN/A
VietJet AirCheapest$116Average$154FlexibilityNo cancel feeOn-timeN/A
Singapore AirlinesCheapest$171Average$207FlexibilityNo cancel feeOn-time81%

100% Free

Cheapflights is completely free to use, so you can start saving the moment you arrive.

Book with Flexibility

Our users can plan ahead with confidence and find flights with no change fees

Travel Smart

Millions of people come to us for their flight needs every year. We help make travel planning easy by providing useful insights and data-driven graphs that can inform your decisions.