HomeSearch by dateVacation packagesHotelsFlight dealsCar rentalTravel tips & news
Suvarnabhumi

$427+ Cheap flights from Atlanta (ATL) to Suvarnabhumi (BKK)

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 3/7. Fares are subject to change and may not be available on all flights or dates of travel.
ATL — BKK
Jan 11 — Jan 181
Sun 1/11
Sun 1/18
1 adult, Economy
We work with more than 300 partners to bring you better travel deals

Find cheap flights from Atlanta to Suvarnabhumi 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 Atlanta Hartsfield-Jackson to Bangkok Suvarnabhumi are usually found in September or February, booked 19 days in advance, depart on a Monday or Wednesday and return on a Thursday

Cheap flight deals from Atlanta to Suvarnabhumi

Cheapest flights from Atlanta to Suvarnabhumi
Explore the most affordable flight options available from Atlanta to Suvarnabhumi. Find the lowest fares from popular airlines and budget airlines, with prices last updated on December 12, 2025.

This Kiwi.com deal was found by Cheapflights users on 12/11. 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 12/319:20 pmATL - BKK
1 stop38h 05mEtihad Airways
Tue 1/138:55 amBKK - ATL
1 stop42h 55mEtihad Airways
Deal found 12/11$1,150
This FlightHub deal was found by Cheapflights users on 12/9. 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 12/309:20 pmATL - BKK
2 stops38h 05mEtihad Airways
Wed 1/148:55 amBKK - ATL
1 stop42h 55mEtihad Airways
Deal found 12/9$1,151
This Kiwi.com deal was found by Cheapflights users on 12/11. 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 12/319:20 pmATL - BKK
1 stop33h 25mEtihad Airways
Mon 1/128:25 pmBKK - ATL
2 stops55h 25mEtihad Airways
Deal found 12/11$1,167
This FlightHub deal was found by Cheapflights users on 12/9. 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.
Sun 12/289:20 pmATL - BKK
2 stops38h 05mEtihad Airways
Sun 2/227:50 pmBKK - ATL
2 stops56h 00mEtihad Airways
Deal found 12/9$1,173
This Kiwi.com deal was found by Cheapflights users on 12/11. 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 12/319:20 pmATL - BKK
1 stop21h 50mEtihad Airways
Wed 1/148:40 pmBKK - ATL
1 stop31h 10mEtihad Airways
Deal found 12/11$1,250
This Kiwi.com deal was found by Cheapflights users on 12/11. 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 12/319:20 pmATL - BKK
1 stop32h 40mEtihad Airways
Fri 1/168:05 pmBKK - ATL
1 stop31h 45mEtihad Airways
Deal found 12/11$1,305
This Etihad Airways deal was found by Cheapflights users on 12/11. 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.
Wed 12/319:20 pmATL - BKK
1 stop32h 40mEtihad Airways
Sun 1/188:05 pmBKK - ATL
1 stop31h 45mEtihad Airways
Deal found 12/11$1,339
This oojo deal was found by Cheapflights users on 12/10. 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 12/287:35 pmATL - BKK
1 stop23h 05mQatar Airways
Tue 2/32:00 amBKK - ATL
1 stop25h 15mQatar Airways
Deal found 12/10$1,341

Find flight deals from Atlanta to Suvarnabhumi

Discover tips and strategies to find the most affordable flight options for your journey from Atlanta (ATL) to Suvarnabhumi (BKK). 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 December 12, 2025.

Most accurate provider

Justfly.com
3 stars

Most trusted provider

Justfly.com
3 stars

Round-trip from

$878
(CrystalTravel)

One-way from

$427
(Kiwi.com)

Popular in

December

Cheapest in

September

Average price

$1,626
Provider with most accurate pricing for Atlanta Hartsfield-Jackson-Bangkok Suvarnabhumi flight deals.
Search Deals
Provider most trusted by Cheapflights users for Atlanta Hartsfield-Jackson-Bangkok Suvarnabhumi flights.
Search Deals
From Atlanta Hartsfield-Jackson to Bangkok Suvarnabhumi
Search Deals
One-way flight from Atlanta Hartsfield-Jackson to Bangkok Suvarnabhumi
Search Deals
Highest demand for flights based on searches. 3% potential increase in price ($45 potential increase over avg. RT price).
Search Deals
Cheapest flight prices on average. 2% potential price decrease ($35 potential savings vs. average RT price).
Search Deals
Average for round-trip flights in December 2025
Search Deals

Cheapflights Fare Finder

 
Customize your flight search to find flights from Atlanta to Suvarnabhumi 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 December 12, 2025.
Use the filters below to find and compare flights from Atlanta to Bangkok Suvarnabhumi Airport that are best for you.

Fly from

Atlanta

Fly to

Suvarnabhumi

Route

Depart

Return

Price

AtlantaBangkok

ATL - BKK

ATLBKK

Atlanta Hartsfield-Jackson

Sun 2/8

9:20 pm-11:25 pm

1 stop38h 05m

Bangkok Suvarnabhumi

Sat 2/21

7:35 pm-3:50 pm

2 stops56h 15m

$924

AtlantaBangkok

ATL - BKK

ATLBKK

Atlanta Hartsfield-Jackson

Tue 3/10

7:07 pm-9:50 am

2 stops27h 43m

Bangkok Suvarnabhumi

Tue 5/5

5:30 pm-7:23 am

2 stops24h 53m

$964

AtlantaBangkok

ATL - BKK

ATLBKK

Atlanta Hartsfield-Jackson

Wed 2/11

7:35 pm-12:15 pm

1 stop28h 40m

Bangkok Suvarnabhumi

Tue 2/24

9:05 am-3:15 pm

1 stop42h 10m

$979

AtlantaBangkok

ATL - BKK

ATLBKK

Atlanta Hartsfield-Jackson

Wed 2/25

7:35 pm-1:05 pm

1 stop29h 30m

Bangkok Suvarnabhumi

Thu 3/5

9:05 am-3:15 pm

1 stop42h 10m

$979

AtlantaBangkok

ATL - BKK

ATLBKK

Atlanta Hartsfield-Jackson

Sat 2/7

7:35 pm-6:40 am

1 stop23h 05m

Bangkok Suvarnabhumi

Mon 2/23

8:15 am-3:15 pm

1 stop43h 00m

$1,019

AtlantaBangkok

ATL - BKK

ATLBKK

Atlanta Hartsfield-Jackson

Sun 2/8

7:35 pm-6:40 am

1 stop23h 05m

Bangkok Suvarnabhumi

Sat 2/21

8:15 am-3:15 pm

1 stop43h 00m

$1,019

AtlantaBangkok

ATL - BKK

ATLBKK

Atlanta Hartsfield-Jackson

Tue 2/10

9:20 pm-11:35 am

2 stops26h 15m

Bangkok Suvarnabhumi

Sat 2/21

7:35 pm-3:50 pm

2 stops56h 15m

$1,024

AtlantaBangkok

ATL - BKK

ATLBKK

Atlanta Hartsfield-Jackson

Sun 3/8

10:20 pm-7:10 am

1 stop21h 50m

Bangkok Suvarnabhumi

Fri 3/13

2:55 am-4:50 pm

1 stop24h 55m

$1,035

AtlantaBangkok

ATL - BKK

ATLBKK

Atlanta Hartsfield-Jackson

Fri 1/16

5:45 am-1:30 am

2 stops31h 45m

Bangkok Suvarnabhumi

Sat 1/24

3:45 pm-10:24 am

3 stops30h 39m

$1,088

AtlantaBangkok

ATL - BKK

ATLBKK

Atlanta Hartsfield-Jackson

Mon 1/26

9:50 pm-3:05 pm

1 stop29h 15m

Bangkok Suvarnabhumi

Thu 1/29

10:10 am-7:45 pm

1 stop45h 35m

$1,119

Flights are sorted by cheapest round-trip flights first.

Deals found on 12/10

Showing 1-10 of 21 results
1
2
3

Compare providers for flights from Atlanta to Suvarnabhumi

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 Atlanta to Suvarnabhumi in December.
ProviderPrice AccuracyTrust Score*
ExpediaPrice Accuracy2 starsTrust Score*3 stars
FlightHubPrice Accuracy3 starsTrust Score*1 star
OvagoPrice Accuracy2 starsTrust Score*2 stars
eDreamsPrice Accuracy3 starsTrust Score*3 stars
AranGrantPrice Accuracy2 starsTrust Score*3 stars
CheapfaremartPrice Accuracy-Trust Score*1 star
CheapflightsfaresPrice Accuracy3 starsTrust Score*2 stars
Justfly.comPrice Accuracy3 starsTrust Score*3 stars
oojoPrice Accuracy3 starsTrust Score*3 stars
MytripPrice 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 Atlanta-Bangkok Suvarnabhumi Airport flights, users find the pricing of Justfly.com to be most consistent on Cheapflights vs. Justfly.com Users can find the same prices on Atlanta-Bangkok Suvarnabhumi Airport flight deals on Cheapflights vs. Justfly.com >95% of the time. Price accuracy is based on data collected from Atlanta-Bangkok Suvarnabhumi Airport flight searches over the past month and is updated monthly.
  • Most trusted provider: When it comes to deals on Atlanta-Bangkok Suvarnabhumi Airport flights, Cheapflights users trust Justfly.com the most. Justfly.com 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 Atlanta-Bangkok Suvarnabhumi Airport 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 Atlanta to Suvarnabhumi

Have a flexible travel schedule? Discover the best time to fly to Suvarnabhumi from Atlanta 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 Atlanta to Bangkok Suvarnabhumi Airport

How far ahead should I book a flight from Atlanta to Bangkok Suvarnabhumi Airport?

Use this chart to determine the optimal time to book a round-trip flight from Atlanta to Suvarnabhumi. Price data was last updated on December 5, 2025.

Booking 19 days in advance of your planned departure date is, on average, the best time to get cheap flights from Atlanta to Bangkok Suvarnabhumi Airport. The general trend is that the closer you book to the departure date, the more expensive your flight will be.

What is the cheapest month to book a flight from Atlanta to Bangkok Suvarnabhumi Airport?

Currently, July is the cheapest month in which you can book a flight from Atlanta to Bangkok Suvarnabhumi Airport (average of $201). Flying from Atlanta to Bangkok Suvarnabhumi Airport in May is currently the most expensive (average of $885). 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 ATL to BKK?

Find hourly flight availability from Atlanta to Suvarnabhumi. Discover flight options and departure times throughout the day, allowing you to choose a departure time that suits your schedule. Data last updated December 12, 2025.

It’s typically best to fly out from Atlanta to Bangkok Suvarnabhumi Airport in the evening. Doing so could potentially save you 24% on the flight price compared to flying in the morning, which is usually more expensive.

What is the cheapest day to fly from Atlanta to Bangkok Suvarnabhumi Airport?

Use this chart to determine the cheapest time to fly round-trip from Atlanta to Suvarnabhumi. Price data was last updated on December 16, 2024.

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

Reviews of airlines servicing Suvarnabhumi

Get insights into the airlines that provide service to Suvarnabhumi. 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 Suvarnabhumi. Reviews last updated December 12, 2025.
Get a feel of what it's like to fly with Korean Air, Qatar Airways, and Etihad Airways from Atlanta to Bangkok Suvarnabhumi Airport by reading reviews from past customers. Users have also rated airlines in terms of entertainment options, comfort, food, crew/service, and boarding process.
Korean Air
8.4
Very good
1,184 reviews

Food

8.1

Comfort

8.3

Crew

8.7

Entertainment

8.2

Overall

8.4

Boarding

8.5

Reviews

1 / 20
10.0
Excellent

Chris,Mar 2025

SEA - ICN

Was told the flight was overbooked so they selected only a few people to weight their bags and we were forced to check our luggage. We Once we got seated on the flight there were many seats vacant and our overhead bin was completely open. Both our luggage and our carryon were small. We had booked our tickets months in advance and we watched people carry two small suitcases on without one word to them. Am I upset?? Yes it was disappointing.
Korean Air
8.4
Very good
1,184 reviews
Korean Air
8.4
Very good
1,184 reviews

Food

8.1

Comfort

8.3

Crew

8.7

Entertainment

8.2

Overall

8.4

Boarding

8.5

Reviews

1 / 20
10.0
Excellent

Chris,Mar 2025

SEA - ICN

Was told the flight was overbooked so they selected only a few people to weight their bags and we were forced to check our luggage. We Once we got seated on the flight there were many seats vacant and our overhead bin was completely open. Both our luggage and our carryon were small. We had booked our tickets months in advance and we watched people carry two small suitcases on without one word to them. Am I upset?? Yes it was disappointing.
Qatar Airways
7.4
Good
3,677 reviews
Korean Air
8.4
Very good
1,184 reviews

Food

8.1

Comfort

8.3

Crew

8.7

Entertainment

8.2

Overall

8.4

Boarding

8.5

Reviews

1 / 20
10.0
Excellent

Chris,Mar 2025

SEA - ICN

Was told the flight was overbooked so they selected only a few people to weight their bags and we were forced to check our luggage. We Once we got seated on the flight there were many seats vacant and our overhead bin was completely open. Both our luggage and our carryon were small. We had booked our tickets months in advance and we watched people carry two small suitcases on without one word to them. Am I upset?? Yes it was disappointing.
Etihad Airways
7.4
Good
1,331 reviews
Korean Air
8.4
Very good
1,184 reviews

Food

8.1

Comfort

8.3

Crew

8.7

Entertainment

8.2

Overall

8.4

Boarding

8.5

Reviews

1 / 20
10.0
Excellent

Chris,Mar 2025

SEA - ICN

Was told the flight was overbooked so they selected only a few people to weight their bags and we were forced to check our luggage. We Once we got seated on the flight there were many seats vacant and our overhead bin was completely open. Both our luggage and our carryon were small. We had booked our tickets months in advance and we watched people carry two small suitcases on without one word to them. Am I upset?? Yes it was disappointing.
Turkish Airlines
7.3
Good
4,090 reviews
Korean Air
8.4
Very good
1,184 reviews

Food

8.1

Comfort

8.3

Crew

8.7

Entertainment

8.2

Overall

8.4

Boarding

8.5

Reviews

1 / 20
10.0
Excellent

Chris,Mar 2025

SEA - ICN

Was told the flight was overbooked so they selected only a few people to weight their bags and we were forced to check our luggage. We Once we got seated on the flight there were many seats vacant and our overhead bin was completely open. Both our luggage and our carryon were small. We had booked our tickets months in advance and we watched people carry two small suitcases on without one word to them. Am I upset?? Yes it was disappointing.
Air Canada
7.1
Good
10,516 reviews
Korean Air
8.4
Very good
1,184 reviews

Food

8.1

Comfort

8.3

Crew

8.7

Entertainment

8.2

Overall

8.4

Boarding

8.5

Reviews

1 / 20
10.0
Excellent

Chris,Mar 2025

SEA - ICN

Was told the flight was overbooked so they selected only a few people to weight their bags and we were forced to check our luggage. We Once we got seated on the flight there were many seats vacant and our overhead bin was completely open. Both our luggage and our carryon were small. We had booked our tickets months in advance and we watched people carry two small suitcases on without one word to them. Am I upset?? Yes it was disappointing.

Related info for your journey

Find useful and relevant information for your journey from Atlanta to Suvarnabhumi. 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 Atlanta to Bangkok Suvarnabhumi?

    Most people fly from Atlanta Hartsfield-Jackson (ATL) if they book a flight from Atlanta to Bangkok Suvarnabhumi. On average, Hartsfield-Jackson has 0 outbound flights to Bangkok Suvarnabhumi per day from 18 airlines. Atlanta Hartsfield-Jackson is conveniently located just 8.2 mi from Atlanta’s city center.

  • How long is the flight from Atlanta to Bangkok Suvarnabhumi Airport?

    Airlines like Etihad Airways and Qatar Airways fly from Atlanta to Bangkok Suvarnabhumi Airport in about 28h 40m. The time it takes to get you to your destination can typically vary by up to 9h 25m. The distance from Atlanta to Bangkok Suvarnabhumi Airport is about 9142 mi. When browsing for deals, the options you’ll see will be for both nonstop flights and flights with stops.

  • What are the cheapest airlines flying from Atlanta to Bangkok Suvarnabhumi Airport round-trip?

    According to our current data, Frontier ($94), Spirit Airlines ($126), and Delta ($251) offers the cheapest pricing from Atlanta to Bangkok Suvarnabhumi Airport. Frontier is priced at 92% lower than the current average price of a flight leaving 3 months from now.

  • What are the cheapest airlines to fly from Atlanta to Bangkok Suvarnabhumi Airport one-way?

    For one-way options, check prices for IndiGo. According to our data, you can fly for as low as $441. Users have also found prices from $472 and $487 on Etihad Airways and Qatar Airways, respectively.

  • Where are the most common layover locations when flying from Atlanta to Bangkok Suvarnabhumi Airport?

    Most of the time, Atlanta to Bangkok Suvarnabhumi Airport flights that have layovers will stop in Istanbul. Doha sees the next most layovers on Atlanta to Bangkok Suvarnabhumi Airport flights.

  • What are some popular things to do or see while on a layover in Istanbul?

    The majority of Istanbul visitors spend their time at Taksim Square, Beyazit Meydani, and Laleli Camii. Taksim Square, Beyazit Meydani, and Laleli Camii can be visited by traveling about 20.8 mi, 21.7 mi, and 21.5 mi respectively from Istanbul. Those looking to explore during their layover in Istanbul can rent a car from Istanbul for about $34 per day.

  • Where are the least popular layover locations for Atlanta to Bangkok Suvarnabhumi Airport flights?

    Atlanta to Bangkok Suvarnabhumi Airport flights have a layover in Seoul least often. Abu Dhabi sees the second fewest layovers for non-direct flights flying from Atlanta to Bangkok Suvarnabhumi Airport.

  • Can I find deals for flights from Atlanta to Suvarnabhumi that include hotel bookings?

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

  • How can I find direct flights from Atlanta to Suvarnabhumi?

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

  • Can I find deals for business class flights from Atlanta to Suvarnabhumi?

    Yes. Cheapflights offers flight deals from Atlanta to Suvarnabhumi 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 Atlanta to Bangkok Suvarnabhumi Airport?

    Currently, July is the cheapest month in which you can book a flight from Atlanta to Bangkok Suvarnabhumi Airport (average of $201). Flying from Atlanta to Bangkok Suvarnabhumi Airport in May is currently the most expensive (average of $885). 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 Bangkok Suvarnabhumi Airport?

Book flights to Bangkok Suvarnabhumi Airport if you plan to visit one of these locations
Sattahip
Kanchanaburi
Chonburi
Cha-am
Ko Samet
Pak Chong
Ko Lan

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 10 airlines flying from Atlanta to Suvarnabhumi

Discover the top 10 airlines that operate flights from Atlanta to Suvarnabhumi. 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 December 12, 2025.
AirlineCheapestAverageFlexibilityOn-time
FrontierCheapest$94Average$196FlexibilityNo cancel feeOn-time62%
Spirit AirlinesCheapest$126Average$180FlexibilityNo cancel feeOn-time65%
DeltaCheapest$251Average$1,925FlexibilityNo cancel feeOn-timeN/A
Cathay PacificCheapest$558Average$908FlexibilityNo cancel feeOn-time72%
Singapore AirlinesCheapest$572Average$1,065FlexibilityNo cancel feeOn-time81%
Asiana AirlinesCheapest$648Average$897FlexibilityNo cancel feeOn-time76%
United AirlinesCheapest$715Average$761FlexibilityNo cancel feeOn-time69%
ANACheapest$784Average$1,473FlexibilityNo cancel feeOn-time80%
Etihad AirwaysCheapest$829Average$970FlexibilityNo cancel feeOn-time75%
Turkish AirlinesCheapest$877Average$1,326FlexibilityNo cancel feeOn-time77%

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.