Data visualization for Oil and Gas data

1. The purpose of data analysis is to use data to make meaningful
interpretation and take informed decisions.
OIL & GAS DATA VISUALIZATION
Collection of relevant data is the next requirement. In this
example, data related to oil wells in the United States have been
used.
Checking for errors and redundancies in the data is essential for
proper and meaningful interpretation.
Various types of maps, graphs and charts are used to visualize
data for identifying patterns and correlations which in turn help
make informed decisions.
Depending on the need, quantitative, statistical, classification
and pattern analysis can be used to interpret data and draw
meaningful conclusions.
https://www.ogaanalytics.com
VISUALIZATION
QUALITY
COLLECTION
PURPOSE
Dr Venkataramana Pillarisetty

2. US PETROLEUMBASINS
20,000sq mi 61,763sq mi 23,000sq mi 200,000sq mi
Eagle Ford
Basin.
Permian
Basin.
Niobrara
Basin.
Bakken Basin.
CRUDE OIL PRODUCTION – (2007 -2019)
4 Major Petroleum Basins in US
Permian (Texas, New Mexico, Colorado)
Eagle Ford (Texas)
Bakken (Montana, Dakota)
Niobrara (Colorado, Wyoming)
Data from US Energy Information Administration (EIA)https://www.ogaanalytics.com

3. OIL WELL LOCATION
MAP
Oil Wells
Producing Oil Wells
WHITE COUNTY, ILLINOIS
Data from: Illinois State Geological Survey.
https://www.ogaanalytics.com

4. Data from: US Energy Information Administration (EIA) & Bureau
of Ocean Energy Management (BOEM).
GULF OF MEXICO OIL WELLS
F R O M T W O W E L L D E P T H R A N G E S
In the Gulf of Mexico
more than 55,000 wells
have been drilled.
GOM WELLS
TVD subsea 100 – 5,000
feet.
TVD subsea 30,000 –
37,000 feet.
https://www.ogaanalytics.com

5. US CRUDEOIL PRODUCTION
(FROM 1920 to 2019)
Data from: US Energy Information Administration(EIA).
Though US has
produced record
crude oil in 2018
& 2019, US EIA
predicts crude
oil production to
fall in 2020 and
2021 because of
Covid-19 .
https://www.ogaanalytics.com

6. US NATURAL GAS PRODUCTION
(FROM 1980 to 2019)
Data from: US Energy Information Administration(EIA).
Though US has
produced record
natural gas in
2018 & 2019, US
EIA predicts
natural gas
production to
fall in 2020 and
2021 because of
Covid-19 .
https://www.ogaanalytics.com

7. US CRUDE OIL
Texas, North Dakota, New Mexico, Colorado,
California, Alaska, Oklahoma and Gulf of
Mexico are the major crude oil producers in
US.
US CRUDE OIL PRODUCTION
Y E A R 2 0 1 9 ( T h o u s a n d B a r r e l s )
Data from: US Energy Information Administration (EIA)
https://www.ogaanalytics.com

8. US NATURAL GAS
Texas, Pennsylvania, Alaska, Oklahoma,
Colorado, Louisiana, New Mexico are the
major natural gas producers in US.
US NATURAL GAS PRODUCTION
Y E A R 2 0 1 9 ( M i l l i o n C u b i c F e e t )
https://www.ogaanalytics.com

9. OIL PRODUCTIONIN ILLINOIS
COUNTIES IN ILLINOIS (2018)
Data from: Illinois State Geological Survey.
Illinois has been a major
oil producing state in US.
67.9% of the crude oil
produced in Illinois has
come from 7 counties:
White, Marion, Crawford,
Lawrence, Fayette,
Wabash andWayne.
ILLINOIS OIL
https://www.ogaanalytics.com

10. COMPARATIVE STUDY
OIL & GAS PRODUCTION IN DIFFERENT STRATIGRAPHIC FORMATIONS
Data from: Geological Survey of Alabama & State of Alabama Oil & Gas Board
Norphlet, Smackover, Frisco City and Rodessa
are the main oil and gas producing formations
and account for 89.5 % crude Oil and 70.8 %
natural Gas production in Alabama.
ALABAMA OIL & GAS
https://www.ogaanalytics.com

11. HEAT MAP DEPECTING OIL PRODUCTION
KANSAS (total up to 2019)
Data from: Kansas Geological Survey.
KANSAS OIL
Kansas has been a major
oil and gas producing
state in US.
Ellis, Rush, Rooks, Russell
counties are the major oil
producing counties in
Kansas.
https://www.ogaanalytics.com

12. COAL BEDMETHANEPRODUCTION
ALABAMA (total up to 2017)
ALABAMA CBM
Coal Bed Methane (CBM) is produced in 7
counties in Alabama. Tuscaloosa and Jefferson
are the major CBM producers located in the
Warrior Basin,Alabama.
Data from: Geological Survey of Alabama & State of Alabama Oil & Gas Board

13. STRATIGRAPHY CLOUD MAP
O I L B E A R I N G F O R M A T I O N S I N I L L I N O I S
YOUR TITLE
Major source of crude oil in Illinois
is McClosky, Spar Mountain, and
Aux Vases sandstone formations of
Mississippian Age. Nearly 80% of
the crude oil produced in Illinois has
come from Mississippian rocks.
Data from: Illinois State Geological Survey.
https://www.ogaanalytics.com

14. STRATIGRAPHIC CORRELATION
GAMMA RAY LOG & LITHOLOGY
Using gamma ray logs,
bore well lithologies
can be correlated.
Innovation
Gamma
Ray logs
Lithology
logs
https://www.ogaanalytics.com

15. 01
02
Rate Vs Cum Prod
Rate of crude oil production
plotted against cumulative
production to interpret future
production.
Rate Vs Time
Rate of crude oil production
plotted against time to interpret
future production.
QUANTITATIVE DATA ANALYSIS
https://www.ogaanalytics.com