HomeSearch by dateVacation packagesHotelsFlight dealsCar rentalTravel tips & news
Tokyo

$158+ Cheap flights from Singapore (SIN) to Tokyo (TYO)

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 9/13. Fares are subject to change and may not be available on all flights or dates of travel.
SIN — TYO
Aug 4 — Aug 111
Mon 8/4
Mon 8/11
1 adult, Economy
We work with more than 300 partners to bring you better travel deals

Find cheap flights from Singapore to Tokyo 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 Singapore Changi to Tokyo are usually found in July or September, booked 43 days in advance, depart on a Wednesday or Saturday and return on a Friday

Cheap flight deals from Singapore to Tokyo

Discover tips and strategies to find the most affordable flight options for your journey from Singapore (SIN) to Tokyo (TYO). 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 July 30, 2025.

Round-trip from

$285
(Mytrip)

One-way from

$158
(Mytrip)

Popular in

December

Cheapest in

July

Average price

$330

Good round-trip deal

$350 or less

Good one-way deal

$183 or less
From Singapore Changi to Tokyo (TYO)
Search Deals
One-way flight from Singapore Changi to Tokyo (TYO)
Search Deals
Highest demand for flights based on searches. 16% potential increase in price ($80 potential increase over avg. RT price).
Search Deals
Cheapest flight prices on average. 4% potential price decrease ($19 potential savings vs. average RT price).
Search Deals
Average for round-trip flights in July 2025
Search Deals
Price to beat on a round-trip flight from Singapore Changi to Tokyo (TYO).
Search Deals
Price to beat on a one-way flight from Singapore Changi to Tokyo (TYO).
Search Deals

Find flight deals from Singapore to Tokyo

Cheapest flights from Singapore to Tokyo
Explore the most affordable flight options available from Singapore to Tokyo. Find the lowest fares from popular airlines and budget airlines, with prices last updated on July 30, 2025.

This Mytrip deal was found by Cheapflights users on 7/30. 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 Mytrip is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Tue 9/231:45 amSIN - NRT
1 stop16h 20mMultiple Airlines
Tue 9/308:15 amNRT - SIN
Nonstop7h 10mMultiple Airlines
Deal found 7/30$288
This Mytrip deal was found by Cheapflights users on 7/29. 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 Mytrip is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Tue 8/264:00 pmSIN - HND
2 stops29h 35mMultiple Airlines
Tue 9/211:50 pmHND - SIN
2 stops19h 40mMultiple Airlines
Deal found 7/29$309
This Mytrip deal was found by Cheapflights users on 7/30. 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 Mytrip is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Sat 8/305:05 pmSIN - NRT
1 stop20h 55mAir Macau
Sat 9/64:00 pmNRT - SIN
1 stop25h 00mAir Macau
Deal found 7/30$311
This FlightHub deal was found by Cheapflights users on 7/30. 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.
Mon 11/1712:40 amSIN - NRT
Nonstop6h 45mZIPAIR
Thu 11/274:35 pmNRT - SIN
Nonstop7h 35mZIPAIR
Deal found 7/30$316
This Jetabroad deal was found by Cheapflights users on 7/29. 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 Jetabroad is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Sun 9/1412:55 amSIN - NRT
Nonstop7h 00mAir Japan
Sun 9/215:40 pmNRT - SIN
Nonstop7h 05mAir Japan
Deal found 7/29$322
This Mytrip deal was found by Cheapflights users on 7/28. 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 Mytrip is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Mon 8/258:50 pmSIN - NRT
1 stop17h 10mChina Southern
Mon 9/12:35 pmNRT - SIN
1 stop27h 15mChina Southern
Deal found 7/28$328
This Jetabroad deal was found by Cheapflights users on 7/30. 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 Jetabroad is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Sun 8/3110:35 pmSIN - NRT
Nonstop7h 05mScoot
Fri 9/58:15 amNRT - SIN
Nonstop7h 10mScoot
Deal found 7/30$332
This Mytrip deal was found by Cheapflights users on 7/30. 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 Mytrip is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Fri 8/223:55 amSIN - HND
1 stop14h 50mChina Southern
Thu 8/2810:45 amHND - SIN
1 stop13h 45mChina Southern
Deal found 7/30$346
This Kiwi.com deal was found by Cheapflights users on 7/28. 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.
Thu 9/251:05 pmSIN - HND
1 stop10h 55mVietJet Air
Mon 9/292:00 amHND - SIN
1 stop11h 05mVietJet Air
Deal found 7/28$375
This oojo deal was found by Cheapflights users on 7/30. 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 oojo is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Sun 8/311:05 pmSIN - HND
1 stop25h 00mVietnam Airlines
Fri 9/54:35 pmHND - SIN
1 stop20h 20mVietnam Airlines
Deal found 7/30$383
This Priceline deal was found by Cheapflights users on 7/29. 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 Priceline is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Mon 8/252:30 amSIN - HND
3 stops17h 50mChina Eastern
Tue 9/28:00 pmHND - SIN
1 stop10h 25mChina Eastern
Deal found 7/29$399

Cheapflights Fare Finder

 
Customize your flight search to find flights from Singapore to Tokyo 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 July 30, 2025.
Use the filters below to find and compare flights from Singapore to Tokyo that are best for you.

Fly from

Singapore

Fly to

Tokyo

Route

Depart

Return

Price

SingaporeTokyo

SIN - NRT

SINNRT

Singapore Changi

Tue 9/23

1:45 am-7:05 pm

1 stop16h 20m

Tokyo Narita

Tue 9/30

8:15 am-2:25 pm

Nonstop7h 10m

$288

SingaporeTokyo

SIN - HND

SINHND

Singapore Changi

Tue 8/26

4:00 pm-10:35 pm

2 stops29h 35m

Tokyo Haneda

Tue 9/2

11:50 pm-6:30 pm

2 stops19h 40m

$309

SingaporeTokyo

SIN - NRT

SINNRT

Singapore Changi

Sat 8/30

5:05 pm-3:00 pm

1 stop20h 55m

Tokyo Narita

Sat 9/6

4:00 pm-4:00 pm

1 stop25h 00m

$311

SingaporeTokyo

SIN - NRT

SINNRT

Singapore Changi

Mon 11/17

12:40 am-8:25 am

Nonstop6h 45m

Tokyo Narita

Thu 11/27

4:35 pm-11:10 pm

Nonstop7h 35m

$316

SingaporeTokyo

SIN - NRT

SINNRT

Singapore Changi

Sun 9/14

12:55 am-8:55 am

Nonstop7h 00m

Tokyo Narita

Sun 9/21

5:40 pm-11:45 pm

Nonstop7h 05m

$322

SingaporeTokyo

SIN - NRT

SINNRT

Singapore Changi

Mon 8/25

8:50 pm-3:00 pm

1 stop17h 10m

Tokyo Narita

Mon 9/1

2:35 pm-4:50 pm

1 stop27h 15m

$328

SingaporeTokyo

SIN - NRT

SINNRT

Singapore Changi

Sun 8/31

10:35 pm-6:40 am

Nonstop7h 05m

Tokyo Narita

Fri 9/5

8:15 am-2:25 pm

Nonstop7h 10m

$332

SingaporeTokyo

SIN - HND

SINHND

Singapore Changi

Fri 8/22

3:55 am-7:45 pm

1 stop14h 50m

Tokyo Haneda

Thu 8/28

10:45 am-11:30 pm

1 stop13h 45m

$346

SingaporeTokyo

SIN - HND

SINHND

Singapore Changi

Thu 9/25

1:05 pm-1:00 am

1 stop10h 55m

Tokyo Haneda

Mon 9/29

2:00 am-12:05 pm

1 stop11h 05m

$375

SingaporeTokyo

SIN - HND

SINHND

Singapore Changi

Sun 8/31

1:05 pm-3:05 pm

1 stop25h 00m

Tokyo Haneda

Fri 9/5

4:35 pm-11:55 am

1 stop20h 20m

$383

Flights are sorted by cheapest round-trip flights first.

Deals found on 7/29

Showing 1-10 of 26 results
1
2
3

The best insider tips for Singapore to Tokyo flights

Snippets provided in this section are AI-generated based on a summarization of Cheapflights-commissioned articles. The articles are presented as-is, for general informational purposes only, and may not be up-to-date. The opinions contained in the articles are original to the author and reflect their authentic experience, which may vary significantly from the experience of others.
Cheapflights partnered with top experts to bring you the best recommendations for your Singapore to Tokyo trip
Airlines
Japan Airlines

Economy seats offer 34 inches of legroom and seat-back screens for entertainment.


Enjoy free checked bags: two for economy, three for business class travelers.

Read more about Japan Airlinesby Emily Zemler
ANA

ANA's business class offers 35-inch-wide seats with 24” 4K UHD screens.


Premium economy includes lounge access and dedicated check-in for convenience.

Read more about ANAby Marisa Garcia
ZIPAIR

Zipair offers free Wi-Fi onboard, though streaming is not supported.


Zip Full-Flat seats recline to a fully flat bed for comfort.

Read more about ZIPAIRby John Walton
Airports
SIN

For a smooth departure, use online check-in and consider early check-in at Jewel up to 24 hours before your flight.

Read more about SINby Yulia Denisyuk
NRT

For a convenient arrival, use the Narita Express or Keisei Skyliner to reach Tokyo efficiently from Narita Airport.

Read more about NRTby John Walton
HND

Use the Keikyu Line or Monorail for quick access to Tokyo from Haneda, taking about 13 minutes to reach central stations.

Read more about HNDby Gabriel Leigh
Our travel experts
Emily Zemler

Emily Zemler

Expert on Japan Airlines

Emily Zemler

Emily Zemler

Emily is a freelance writer and book author based in London covering entertainment and travel. Her work has appeared in Los Angeles Times, Observer, and Conde Nast Traveler She has ventured to more than 40 countries and all seven continents, always in search of a great art museum. She has written extensively about hotels, luxury travel, and aviation.

Read more
Marisa Garcia

Marisa Garcia

Expert on ANA

Marisa Garcia

Marisa Garcia

Marisa knows planes inside and out, spending 16 years working on aircraft in hangars at airports around the world. She is an aviation industry expert, specialized in airline interiors and regulations. Ten years ago, she pivoted to journalism. She shares her insights in leading aviation, travel, and business publications and on her site FlightChic.

Read more
John Walton

John Walton

Expert on ZIPAIR and NRT

John Walton

John Walton

Independent aviation journalist John Walton took his first flight at eight weeks old and hasn’t stopped travelling since. A world-renowned expert in airlines and the passenger experience, he writes in depth on aviation, is a resident expert on travel in Japan and France, and offers a uniquely queer perspective on travelling the world.

Read more
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 HND

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

Best time to book a flight from Singapore to Tokyo

Have a flexible travel schedule? Discover the best time to fly to Tokyo from Singapore 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 Singapore to Tokyo

How far ahead should I book a flight from Singapore to Tokyo?

Use this chart to determine the optimal time to book a round-trip flight from Singapore to Tokyo. Price data was last updated on July 25, 2025.

The price you pay for your flight from Singapore to Tokyo may vary depending on when you book. For the best chance of a lower fare, look to book 43 days in advance of your trip. Fares are likely to increase a fortnight or so before your departure date.

What is the cheapest month to book a flight from Singapore to Tokyo?

Currently, September is the cheapest month in which you can book a flight from Singapore to Tokyo (average of $815). Flying from Singapore to Tokyo in June is currently the most expensive (average of $1,218). 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 SIN to TYO?

Find hourly flight availability from Singapore to Tokyo. Discover flight options and departure times throughout the day, allowing you to choose a departure time that suits your schedule. Data last updated July 30, 2025.

One of the essential ways to save on airfare from Singapore to Tokyo is to remain as flexible as possible. Flights that are in the morning tend to be the most expensive. A flight in the evening could potentially save you up to 30% on airfare.

What is the cheapest day to fly from Singapore to Tokyo?

Use this chart to determine the cheapest time to fly round-trip from Singapore to Tokyo. Price data was last updated on July 27, 2025.

Travelers seeking maximum savings on their Singapore to Tokyo flight should consider departing on Friday evenings when fares are most often at their lowest. Saturday at noon flights should be avoided if possible as fares are typically the most expensive at this time.

Weekly flight availability from Singapore to Tokyo

Explore weekly flight availability from Singapore to Tokyo. Discover flights operating on different days of the week, giving you the flexibility to choose a travel day that best fits your plans. Compare info to find the most convenient option for your journey. Data last updated July 30, 2025.

The most flights from SIN to TYO are scheduled on a Monday (64 on average). You will have fewer flight options on Sunday, which is when the least amount of flights are scheduled (58 on average).

What’s the top layover airport for flights from Singapore to Tokyo?

Share of 1-stop round-trip flights from Singapore to Tokyo chosen by Cheapflights users in the past 12 months, using the same layover each way.

Guangzhou (CAN) – chosen by Cheapflights users on 50% of 1-stop itineraries from Singapore to Tokyo on Cheapflights.

What’s the cheapest layover airport for flights from Singapore to Tokyo?

Average round-trip fare for 1-stop flights from Singapore to Tokyo, chosen by Cheapflights users in the past 12 months, with the same layover each way.

Guangzhou (CAN) is the most affordable 1-stop option, with an average round-trip price of $380.

What’s the fastest layover option from Singapore to Tokyo?

Shortest average travel time for 1-stop one-way flights from Singapore to Tokyo, based on itineraries clicked by Cheapflights users over the past 12 months, grouped by layover airport.

Flights via Guangzhou (CAN) have the shortest average one-way travel time for 1-stop routes: 6h 13m.

Which airport typically offers the quickest layover for flights from Singapore to Tokyo?

Average layover duration for 1-stop one-way flights from Singapore to Tokyo, chosen by Cheapflights users in the last 12 months, grouped by stopover airport.

Flights via Bangkok (BKK) offer the fastest connection on this route, with an average layover time of 1h 45m.

Reviews of airlines servicing Tokyo

Get insights into the airlines that provide service to Tokyo. 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 Tokyo. Reviews last updated July 30, 2025.
See what other customers who have flown with China Southern, Vietnam Airlines, and ZIPAIR from Singapore to Tokyo have to say. You can also see how each airline compares in terms of entertainment options, comfort, food, crew/service, and boarding process.
China Southern
7.6
Good
104 reviews

Entertainment

7.6

Food

7.4

Overall

7.6

Crew

8.3

Boarding

8.0

Comfort

7.9

Reviews

1 / 4
8.0
Excellent

Peggy,Jul 2025

WUH - SFO

Overall it's good, room temperature is a little high in the airport.
China Southern
7.6
Good
104 reviews
China Southern
7.6
Good
104 reviews

Entertainment

7.6

Food

7.4

Overall

7.6

Crew

8.3

Boarding

8.0

Comfort

7.9

Reviews

1 / 4
8.0
Excellent

Peggy,Jul 2025

WUH - SFO

Overall it's good, room temperature is a little high in the airport.
Vietnam Airlines
7.5
Good
196 reviews
China Southern
7.6
Good
104 reviews

Entertainment

7.6

Food

7.4

Overall

7.6

Crew

8.3

Boarding

8.0

Comfort

7.9

Reviews

1 / 4
8.0
Excellent

Peggy,Jul 2025

WUH - SFO

Overall it's good, room temperature is a little high in the airport.
ZIPAIR
7.5
Good
48 reviews
China Southern
7.6
Good
104 reviews

Entertainment

7.6

Food

7.4

Overall

7.6

Crew

8.3

Boarding

8.0

Comfort

7.9

Reviews

1 / 4
8.0
Excellent

Peggy,Jul 2025

WUH - SFO

Overall it's good, room temperature is a little high in the airport.
China Eastern
7.2
Good
158 reviews
China Southern
7.6
Good
104 reviews

Entertainment

7.6

Food

7.4

Overall

7.6

Crew

8.3

Boarding

8.0

Comfort

7.9

Reviews

1 / 4
8.0
Excellent

Peggy,Jul 2025

WUH - SFO

Overall it's good, room temperature is a little high in the airport.
Scoot
6.7
Okay
308 reviews
China Southern
7.6
Good
104 reviews

Entertainment

7.6

Food

7.4

Overall

7.6

Crew

8.3

Boarding

8.0

Comfort

7.9

Reviews

1 / 4
8.0
Excellent

Peggy,Jul 2025

WUH - SFO

Overall it's good, room temperature is a little high in the airport.

Related info for your journey

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

  • What airport do you fly from for flights from Singapore to Tokyo?

    If you book a flight to Tokyo from Singapore, you will be flying from Changi, which is the city’s only airport. Singapore Changi (SIN) is located 10.5 mi from the center of Singapore. There are 61 flights from Changi to Tokyo per day from 7 different airlines.

  • What are the cheapest airlines flying from Singapore to Tokyo round-trip?

    Cheapflights users have booked flights from Singapore to Tokyo round-trip from $311. Other airlines that can offer you cheap pricing are ZIPAIR, from $316, and China Eastern, from $319. Air Macau is priced at 25% lower than the current average price of a flight leaving 3 months from now.

  • What are the cheapest airlines to fly from Singapore to Tokyo one-way?

    To fly one-way, consider booking your trip with Scoot, which is currently one of the cheapest options available, starting at $162. ZIPAIR flights start at $166 while deals on VietJet Air start at $177 one-way.

  • What are the most reliable airlines from Singapore to Tokyo?

    Looking for the most reliable airlines to get you to your destination on time? Our data shows these are most likely to get you from Singapore to Tokyo on time: United Airlines (100%), Fiji Airways (93%), Ethiopian Air (93%).

  • What are the cheapest flights from Singapore to Tokyo?

    The cheapest flight price from Singapore to Tokyo is $155. On average you can expect to pay $1,926. The most popular route, (Singapore Changi - Tokyo Haneda), can usually be booked for $309.

  • Can I find deals for flights from Singapore to Tokyo that include hotel bookings?

    Yes. In addition to deals on Singapore to Tokyo flights, Cheapflights offers vacation packages that include both flights and hotel.

  • How can I find direct flights from Singapore to Tokyo?

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

  • Can I find deals for business class flights from Singapore to Tokyo?

    Yes. Cheapflights offers flight deals from Singapore to Tokyo 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 Singapore to Tokyo?

    Currently, September is the cheapest month in which you can book a flight from Singapore to Tokyo (average of $815). Flying from Singapore to Tokyo in June is currently the most expensive (average of $1,218). 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

Traveling to a place near Tokyo?

Book flights to Tokyo if you plan to visit one of these locations
Karuizawa
Urayasu
Saitama
Numazu
Chiba
Hakone
Yokosuka
Odawara
Atami
Yamanouchi
Yamanashi
Kawasaki
Sagamihara

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 Singapore to Tokyo

See prices for flight routes from nearby airports that may be better suited for you.
Singapore to Haneda flights
Singapore to Narita flights

Top 7 airlines flying from Singapore to Tokyo

Discover the top 7 airlines that operate flights from Singapore to Tokyo. 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 July 30, 2025.
AirlineCheapestAverageFlexibilityOn-time
ScootCheapest$145Average$412FlexibilityNo cancel feeOn-timeN/A
ZIPAIRCheapest$272Average$380FlexibilityNo cancel feeOn-timeN/A
Air JapanCheapest$274Average$397FlexibilityNo cancel feeOn-time78%
Vietnam AirlinesCheapest$390Average$587FlexibilityNo cancel feeOn-time81%
Japan AirlinesCheapest$451Average$631FlexibilityNo cancel feeOn-time79%
ANACheapest$483Average$633FlexibilityNo cancel feeOn-time80%
Singapore AirlinesCheapest$549Average$900FlexibilityNo 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.