Islamabad

$140+ Cheap flights from Riyadh (RUH) to Islamabad (ISB)

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 3/8. Fares are subject to change and may not be available on all flights or dates of travel.
RUH — ISB
feb. 25 — mar. 41
We work with more than 300 partners to bring you better travel deals

Find cheap flights from Riyadh to Islamabad 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.

The best prices from Riyadh King Khaled Intl to Islamabad Intl are usually found in September or May, booked 71 days in advance, depart on a Saturday or Monday and return on a Sunday

Cheap flight deals from Riyadh to Islamabad

Discover tips and strategies to find the most affordable flight options for your journey from Riyadh (RUH) to Islamabad (ISB). 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 febrero 20, 2025.

Most accurate provider

FlightHub
3 stars

Most trusted provider

FlightHub
3 stars

Round-trip from

$420
(Etihad Airways)

One-way from

$140
(Jazeera Airways)

Popular in

April

Cheapest in

September

Average price

$444

Good round-trip deal

$516 or less

Good one-way deal

$167 or less
Provider with most accurate pricing for Riyadh King Khaled Intl-Islamabad Intl flight deals.
Provider most trusted by Cheapflights users for Riyadh King Khaled Intl-Islamabad Intl flights.
From Riyadh King Khaled Intl to Islamabad Intl
One-way flight from Riyadh King Khaled Intl to Islamabad Intl
Highest demand for flights based on searches. 5% potential increase in price ($20 potential increase over avg. RT price).
Cheapest flight prices on average. 1% potential price decrease ($8 potential savings vs. average RT price).
Average for round-trip flights in February 2025
Price to beat on a round-trip flight from Riyadh King Khaled Intl to Islamabad Intl.
Price to beat on a one-way flight from Riyadh King Khaled Intl to Islamabad Intl.

Find flight deals from Riyadh to Islamabad

Cheapest flights from Riyadh to Islamabad
Explore the most affordable flight options available from Riyadh to Islamabad. Find the lowest fares from popular airlines and budget airlines, with prices last updated on febrero 20, 2025.

This Etihad Airways deal was found by Cheapflights users on 2/20. 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 Etihad Airways is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
jue. 5/154:20 amRUH - ISB
1 stop12h 05mEtihad Airways
sáb. 5/314:20 amISB - RUH
1 stop6h 45mEtihad Airways
Deal found 2/20$420
This Emirates deal was found by Cheapflights users on 2/20. 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 Emirates is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
vie. 2/283:55 amRUH - ISB
1 stop19h 35mEmirates
lun. 6/239:20 amISB - RUH
1 stop25h 30mEmirates
Deal found 2/20$430
This SAUDIA deal was found by Cheapflights users on 2/20. 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 SAUDIA is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
vie. 8/291:00 pmRUH - ISB
1 stop18h 10mSAUDIA
vie. 10/109:50 amISB - RUH
Nonstop4h 15mSAUDIA
Deal found 2/20$457
This Expedia deal was found by Cheapflights users on 2/20. 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 Expedia is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
mié. 4/29:25 pmRUH - ISB
Nonstop4h 00mMultiple Airlines
jue. 10/26:00 amISB - RUH
1 stop12h 00mMultiple Airlines
Deal found 2/20$469
This Qatar Airways deal was found by Cheapflights users on 2/20. 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 Qatar Airways is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
vie. 4/411:45 amRUH - ISB
1 stop12h 05mQatar Airways
vie. 7/49:25 amISB - RUH
1 stop12h 30mQatar Airways
Deal found 2/20$513
This OneTravel deal was found by Cheapflights users on 2/20. 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 OneTravel is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
dom. 4/1312:15 amRUH - ISB
Nonstop4h 25mairblue
mar. 4/228:20 pmISB - RUH
Nonstop4h 40mairblue
Deal found 2/20$536
This Gulf Air deal was found by Cheapflights users on 2/20. 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 Gulf Air is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
jue. 2/2710:25 pmRUH - ISB
1 stop13h 55mGulf Air
vie. 5/93:30 pmISB - RUH
1 stop8h 50mGulf Air
Deal found 2/20$548
This Kuwait Airways deal was found by Cheapflights users on 2/20. 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 Kuwait Airways is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
vie. 2/216:15 pmRUH - ISB
1 stop6h 20mKuwait Airways
vie. 3/143:50 amISB - RUH
1 stop9h 15mKuwait Airways
Deal found 2/20$587
This Oman Air deal was found by Cheapflights users on 2/20. 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 Oman Air is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
mar. 4/13:55 amRUH - ISB
1 stop21h 05mOman Air
jue. 10/24:00 amISB - RUH
1 stop25h 05mOman Air
Deal found 2/20$599
This Kiwi.com deal was found by Cheapflights users on 2/19. 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.
mié. 2/268:30 amRUH - ISB
Nonstop3h 50mflynas
mié. 6/184:15 amISB - RUH
Nonstop4h 15mflynas
Deal found 2/19$625
This Pakistan International Airlines deal was found by Cheapflights users on 2/20. 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 Pakistan International Airlines is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
vie. 4/412:45 pmRUH - ISB
Nonstop4h 00mPakistan International Airlines
dom. 5/47:00 pmISB - RUH
2 stops35h 15mPakistan International Airlines
Deal found 2/20$628
This Jazeera Airways deal was found by Cheapflights users on 2/20. 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 Jazeera Airways is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
mié. 3/263:00 pmRUH - ISB
1 stop11h 50mJazeera Airways
dom. 4/65:40 amISB - RUH
1 stop10h 35mJazeera Airways
Deal found 2/20$864

Find flights from Riyadh to Islamabad within your budget

Customize your flight search to find flights from Riyadh to Islamabad 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 febrero 20, 2025.

Fly from

Riyadh

Fly to

Islamabad

Route

Depart

Return

Price

RiyadhIslamabad

RUH - ISB

RUHISB

Riyadh King Khaled Intl

jue. 5/15

4:20 am-6:25 pm

1 stop12h 05m

Islamabad Intl

sáb. 5/31

4:20 am-9:05 am

1 stop6h 45m

$420

RiyadhIslamabad

RUH - ISB

RUHISB

Riyadh King Khaled Intl

mar. 3/11

3:55 am-1:30 am

1 stop19h 35m

Islamabad Intl

mié. 3/19

9:00 am-8:55 am

1 stop25h 55m

$430

RiyadhIslamabad

RUH - ISB

RUHISB

Riyadh King Khaled Intl

mié. 4/2

9:25 pm-3:25 am

Nonstop4h 00m

Islamabad Intl

jue. 10/2

6:00 am-4:00 pm

1 stop12h 00m

$469

RiyadhIslamabad

RUH - ISB

RUHISB

Riyadh King Khaled Intl

vie. 4/4

11:45 am-1:50 am

1 stop12h 05m

Islamabad Intl

vie. 7/4

9:25 am-7:55 pm

1 stop12h 30m

$513

RiyadhIslamabad

RUH - ISB

RUHISB

Riyadh King Khaled Intl

dom. 4/13

12:15 am-6:40 am

Nonstop4h 25m

Islamabad Intl

mar. 4/22

8:20 pm-11:00 pm

Nonstop4h 40m

$536

RiyadhIslamabad

RUH - ISB

RUHISB

Riyadh King Khaled Intl

dom. 4/13

2:00 am-8:10 am

Nonstop4h 10m

Islamabad Intl

mar. 4/22

10:50 am-6:50 pm

1 stop10h 00m

$542

RiyadhIslamabad

RUH - ISB

RUHISB

Riyadh King Khaled Intl

mar. 4/1

3:55 am-3:00 am

1 stop21h 05m

Islamabad Intl

jue. 10/2

4:00 am-3:05 am

1 stop25h 05m

$599

RiyadhIslamabad

RUH - ISB

RUHISB

Riyadh King Khaled Intl

vie. 4/4

12:45 pm-6:45 pm

Nonstop4h 00m

Islamabad Intl

dom. 5/4

7:00 pm-4:15 am

2 stops35h 15m

$628

RiyadhIslamabad

RUH - ISB

RUHISB

Riyadh King Khaled Intl

vie. 3/28

6:40 pm-2:20 am

1 stop5h 40m

Islamabad Intl

lun. 4/21

5:35 am-11:30 am

1 stop7h 55m

$768

RiyadhIslamabad

RUH - ISB

RUHISB

Riyadh King Khaled Intl

dom. 3/30

11:20 pm-2:30 pm

1 stop13h 10m

Islamabad Intl

jue. 4/17

3:30 pm-5:00 am

1 stop15h 30m

$769

Flights are sorted by cheapest round-trip flights first.

Deals found on 2/20

Showing 1-10 of 27 results
1
2
3

Compare providers for flights from Riyadh to Islamabad

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 Riyadh to Islamabad in February.
ProviderPrice AccuracyTrust Score*
FlightHubPrice Accuracy3 starsTrust Score*3 stars
Kiwi.comPrice Accuracy3 starsTrust Score*2 stars
eDreamsPrice Accuracy3 starsTrust Score*3 stars
OneTravelPrice Accuracy2 starsTrust Score*3 stars
Trip.comPrice Accuracy1 starTrust Score*3 stars
Justfly.comPrice Accuracy3 starsTrust Score*3 stars
FlightnetworkPrice Accuracy-Trust Score*3 stars
JetabroadPrice 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 Riyadh-Islamabad flights, users find the pricing of FlightHub to be most consistent on Cheapflights vs. FlightHub Users can find the same prices on Riyadh-Islamabad flight deals on Cheapflights vs. FlightHub >95% of the time. Price accuracy is based on data collected from Riyadh-Islamabad flight searches over the past month and is updated monthly.
  • Most trusted provider: When it comes to deals on Riyadh-Islamabad flights, Cheapflights users trust FlightHub the most. FlightHub 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 Riyadh-Islamabad 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 Riyadh to Islamabad

Have a flexible travel schedule? Discover the best time to fly to Islamabad from Riyadh 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.

Travel insights for flights from Riyadh to Islamabad

Get recent, data-driven insights about flights from Riyadh to Islamabad including ideal travel times, pricing trends, and more.

How far ahead should I book a flight from Riyadh to Islamabad?

Use this chart to determine the optimal time to book a round-trip flight from Riyadh to Islamabad. Price data was last updated on February 14, 2025.

The price you pay for your flight from Riyadh to Islamabad may vary depending on when you book. For the best chance of a lower fare, look to book 71 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 Riyadh to Islamabad?

Currently, September is the cheapest month in which you can book a flight from Riyadh to Islamabad (average of $911). Flying from Riyadh to Islamabad in June is currently the most expensive (average of $1,603). 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 RUH to ISB?

Find hourly flight availability from Riyadh to Islamabad. Discover flight options and departure times throughout the day, allowing you to choose a departure time that suits your schedule. Data last updated febrero 20, 2025.

It’s optimal to fly from Riyadh to Islamabad at noon. By choosing this option you can save up to 5% on the cost of your flight, compared to a flight in the morning.

What is the cheapest day to fly from Riyadh to Islamabad?

Use this chart to determine the cheapest time to fly round-trip from Riyadh to Islamabad. Price data was last updated on February 16, 2025.

Travelers seeking maximum savings on their Riyadh to Islamabad flight should consider departing on Sunday at noon when fares are most often at their lowest. Wednesday mornings flights should be avoided if possible as fares are typically the most expensive at this time.

Rainfall in Islamabad by month

Plan your trip to Islamabad by taking into account the average rainfall totals by month.

In terms of precipitation, rainfall in Islamabad ranges from 0.4 - 9.8 inches per month. July is typically the wettest month, when rainfall can reach 9.8 in. November is typically the driest time to visit Islamabad when rainfall is around 0.4 in.

Temperature in Islamabad by month

Plan your trip to Islamabad by taking into account the average temperature totals by month.

If weather is an important factor for your trip to Islamabad, use this chart to help with planning. For those seeking warmer temperatures, June is the ideal time of year to visit, when temperatures reach an average of 87.8 F. Travelers looking to avoid the cold should look outside of January, when temperatures are typically at their lowest (around 50.0 F).

Reviews of airlines servicing Islamabad

Get insights into the airlines that provide service to Islamabad. 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 Islamabad. Reviews last updated febrero 20, 2025.
Get a feel of what it's like to fly with Emirates, Qatar Airways and SAUDIA from Riyadh to Islamabad by reading reviews from past customers. Users can see the overall rating for each airline as well as how each is rated in terms of entertainment options, comfort, food, crew/service, and boarding process.

Crew

8.3

Overall

8.1

Boarding

8.1

Entertainment

8.2

Food

7.9

Comfort

8.0

Reviews

1 / 20

4.0
Okay

Anonymous,Dec 2024

IAD - DXB

Not so good. Flight was departed 2 hours late from DC and we missed our connecting flight from Dubai to Mumbai. Our flight Dubai to Mumbai got delayed by three hours. Once we arrived Bombay airport we didnot get all our luggage bags. We were missing two luggage bags so found out that our those two luggage bags are coming in different flight. First they gave us wrong flight information in which our missing luggage coming and wrong phone number to whom we should reach out. I spent hours and hours at the airport to find out our luggage bags. After four five hours later and hectic time at the airport to get our luggage bags. Overall poor communication with emirates staff at the airport and no one is helpful.

Crew

8.3

Overall

8.1

Boarding

8.1

Entertainment

8.2

Food

7.9

Comfort

8.0

Reviews

1 / 20

4.0
Okay

Anonymous,Dec 2024

IAD - DXB

Not so good. Flight was departed 2 hours late from DC and we missed our connecting flight from Dubai to Mumbai. Our flight Dubai to Mumbai got delayed by three hours. Once we arrived Bombay airport we didnot get all our luggage bags. We were missing two luggage bags so found out that our those two luggage bags are coming in different flight. First they gave us wrong flight information in which our missing luggage coming and wrong phone number to whom we should reach out. I spent hours and hours at the airport to find out our luggage bags. After four five hours later and hectic time at the airport to get our luggage bags. Overall poor communication with emirates staff at the airport and no one is helpful.

Crew

8.3

Overall

8.1

Boarding

8.1

Entertainment

8.2

Food

7.9

Comfort

8.0

Reviews

1 / 20

4.0
Okay

Anonymous,Dec 2024

IAD - DXB

Not so good. Flight was departed 2 hours late from DC and we missed our connecting flight from Dubai to Mumbai. Our flight Dubai to Mumbai got delayed by three hours. Once we arrived Bombay airport we didnot get all our luggage bags. We were missing two luggage bags so found out that our those two luggage bags are coming in different flight. First they gave us wrong flight information in which our missing luggage coming and wrong phone number to whom we should reach out. I spent hours and hours at the airport to find out our luggage bags. After four five hours later and hectic time at the airport to get our luggage bags. Overall poor communication with emirates staff at the airport and no one is helpful.

Crew

8.3

Overall

8.1

Boarding

8.1

Entertainment

8.2

Food

7.9

Comfort

8.0

Reviews

1 / 20

4.0
Okay

Anonymous,Dec 2024

IAD - DXB

Not so good. Flight was departed 2 hours late from DC and we missed our connecting flight from Dubai to Mumbai. Our flight Dubai to Mumbai got delayed by three hours. Once we arrived Bombay airport we didnot get all our luggage bags. We were missing two luggage bags so found out that our those two luggage bags are coming in different flight. First they gave us wrong flight information in which our missing luggage coming and wrong phone number to whom we should reach out. I spent hours and hours at the airport to find out our luggage bags. After four five hours later and hectic time at the airport to get our luggage bags. Overall poor communication with emirates staff at the airport and no one is helpful.

Crew

8.3

Overall

8.1

Boarding

8.1

Entertainment

8.2

Food

7.9

Comfort

8.0

Reviews

1 / 20

4.0
Okay

Anonymous,Dec 2024

IAD - DXB

Not so good. Flight was departed 2 hours late from DC and we missed our connecting flight from Dubai to Mumbai. Our flight Dubai to Mumbai got delayed by three hours. Once we arrived Bombay airport we didnot get all our luggage bags. We were missing two luggage bags so found out that our those two luggage bags are coming in different flight. First they gave us wrong flight information in which our missing luggage coming and wrong phone number to whom we should reach out. I spent hours and hours at the airport to find out our luggage bags. After four five hours later and hectic time at the airport to get our luggage bags. Overall poor communication with emirates staff at the airport and no one is helpful.

Related info for your journey

Find useful and relevant information for your journey from Riyadh to Islamabad. 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 Riyadh to Islamabad?

    If you wish to fly to Islamabad from Riyadh, then you need to book flights from Riyadh King Khaled Intl to Islamabad Intl. There are 2 flights from King Khaled Intl (RUH) to Islamabad Intl (ISB) per day to choose from. Flights to Islamabad from King Khaled Intl are available from 8 different airlines, which means you should have some options if you want to compare airfare deals. 3h 45m is how long a nonstop flight from Riyadh to Islamabad Intl typically takes.

  • How popular is this Riyadh to Islamabad flight route?

  • What are the cheapest airlines flying from Riyadh to Islamabad round-trip?

    Flying on Etihad Airways is currently your cheapest option to Islamabad, with prices starting at $420. Additional round-trip tickets that might be worth considering are offered by Emirates and Qatar Airways, with the lowest prices starting at $430 and $513, respectively.

  • What are the cheapest airlines to fly from Riyadh to Islamabad one-way?

    $140 is the cheapest one-way deal found within the past few days, from Jazeera Airways. You may also be able to find cheap deals on Etihad Airways and SAUDIA, with prices starting from $151 and $168, respectively.

  • What are the most reliable airlines from Riyadh to Islamabad?

    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 Riyadh to Islamabad on time: Pakistan International Airlines (100%), SAUDIA (84%), ITA Airways (80%).

  • What are the cheapest flights from Riyadh to Islamabad?

    On average you can expect to pay $370 for a flight from Riyadh to Islamabad. The cheapest flight overall is $144 while the most popular route, (Riyadh King Khaled Intl - Islamabad Intl) is currently priced at $362.

  • Can I find deals for flights from Riyadh to Islamabad that include hotel bookings?

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

  • How can I find direct flights from Riyadh to Islamabad?

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

  • Can I find deals for business class flights from Riyadh to Islamabad?

    Yes. Cheapflights offers flight deals from Riyadh to Islamabad 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 Riyadh to Islamabad?

    Currently, September is the cheapest month in which you can book a flight from Riyadh to Islamabad (average of $911). Flying from Riyadh to Islamabad in June is currently the most expensive (average of $1,603). 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 Riyadh?

Book flights to Riyadh if you plan to visit one of these locations
Murree
Rawalpindi

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.

Top 8 airlines flying from Riyadh to Islamabad

Discover the top 8 airlines that operate flights from Riyadh to Islamabad. 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 febrero 20, 2025.
AirlineCheapestAverageFlexibilityOn-time
SAUDIACheapest$271Average$338FlexibilityNo cancel feeOn-time86%
Etihad AirwaysCheapest$280Average$394FlexibilityNo cancel feeOn-time75%
flynasCheapest$322Average$461FlexibilityNo cancel feeOn-timeN/A
Serene AirCheapest$343Average$467FlexibilityNo cancel feeOn-timeN/A
Pakistan International AirlinesCheapest$362Average$459FlexibilityNo cancel feeOn-time50%
airblueCheapest$416Average$485FlexibilityNo cancel feeOn-timeN/A
Gulf AirCheapest$420Average$450FlexibilityNo cancel feeOn-time67%
EmiratesCheapest$425Average$445FlexibilityNo cancel feeOn-time75%
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.