Slawson Exploration: Omissions of quantity data

art by Becky Mansfield; cropped

Summary: FracFocus disclosures that omit fundamental quantity information undermine the integrity of the fracking chemical data. Open-FF (1) found that the operator Slawson Exploration Company, Inc. published 232 disclosures with quantity data missing for at least some records. We summarize those omissions here.

A chemical disclosure instrument such as FracFocus depends on accurate and complete data. Individual disclosures with poor or missing data can erode the trust of users for the entire system. FracFocus, unfortunately, has many disclosures with missing data. This post is part of Open-FF’s effort to improve FracFocus data integrity and to alert stakeholders to these data weaknesses.

Along with the identity of a chemical used in a fracking operation, the quantity is critical information. The range of material quantities reported in FracFocus stretches from less than one pound to over a million pounds. When quantity data is missing, a reader of a disclosure won’t be able to tell if, say, a hydrochloric acid record is for one pound or one million pounds – the difference between a small jar’s worth and many tanker trucks full.

Slawson Exploration Company, Inc. omissions

We’ve found many such data omissions (2) in the disclosures of the operating company,ย Slawson Exploration Company, Inc.. As of this date, we’ve foundย 232ย disclosures with at least one omission, orย 49.9%ย of all of the company’s disclosures (example – Jan 20, 2017). The following chart shows when those fracking jobs occurred and how many records were missing data.

Plot of the number of records without quantity data over time for the operator, Slawson Exploration Company, Inc..

Compared to other companies

More than half of all operators reporting to FracFocus had NO records with quantity omissions. In the following graph, each point is an operator. The companies without omissions are not on this graph. Just 25% of companies are above the horizontal line, and 25% to the right of the vertical line. Slawson Exploration Company, Inc. is highlighted in orange. Clearly a small fraction of companies account for much of the lacking records and Slawson Exploration Company, Inc. is part of that club.

Which states?

These flawed disclosures are for fracking jobs in the following states.

Statenumber of disclosures with omissions
North Dakota222
Montana5
Oklahoma3
Texas2

Which chemicals?

The following table lists the materials for which quantity was omitted and how many records of Slawson Exploration Company, Inc. were affected.

CASRNNameMolecular structureNumber of missing values
50-00-0FormaldehydeImage of 50-00-014
67-56-1MethanolImage of 67-56-17
68953-58-2Quaternary ammonium compounds, bis(hydrogenated tallow alkyl)dimethyl, salts with bentoniteno image6
111-76-22-ButoxyethanolImage of 111-76-26
24938-91-8Polyoxyethylene tridecyl etherImage of 24938-91-86
14808-60-7Quartz (SiO2)no image6
127-08-2Potassium acetateImage of 127-08-23
64-19-7Acetic acidImage of 64-19-73
119345-04-9Benzene, 1,1′-oxybis-, tetrapropylene derivs., sulfonated, sodium saltsno image2
1303-86-2Boron oxide (B2O3)Image of 1303-86-22
7757-82-6Sodium sulfate anhydrousImage of 7757-82-62
108-32-7Propylene carbonateImage of 108-32-72
1330-43-4Sodium tetraborate (Na2B4O7)no image2
64742-47-8Distillates (petroleum), hydrotreated lightno image1
7447-40-7Potassium chlorideImage of 7447-40-71
72283-36-4Oxirane, 2-methyl-, polymer with oxirane, mono-(9Z)-9-octadecenoate, methyl etherno image1
71050-62-92-Propenoic acid, polymer with sodium phosphinateno image1
68584-22-5(C10-C16) Alkylbenzenesulfonic acidImage of 68584-22-51
68442-77-32-Butenediamide, (2E)-, N,N’-bis[2-(4,5-dihydro-2-nortall-oil alkyl-1H-imidazol-1-yl)ethyl] derivs.no image1
9016-88-01,4-Benzenedicarboxylic acid, polymer with 1,2-ethanediol and .alpha.-hydro-.omega.-hydroxypoly(oxy-1,2-ethanediyl)no image1
10043-52-4Calcium chlorideImage of 10043-52-41
56-81-5GlycerolImage of 56-81-51
557-04-0Magnesium stearateImage of 557-04-01
52-51-7BronopolImage of 52-51-71
104-76-72-Ethyl-1-hexanolImage of 104-76-71
39322-78-6Potassium lauryl phosphateno image1
34590-94-8Dipropylene glycol monomethyl etherImage of 34590-94-81
112-80-1Oleic acidImage of 112-80-11
112-53-81-DodecanolImage of 112-53-81
108-10-14-Methyl-2-pentanoneImage of 108-10-11
9043-30-5Polyoxyethylene isotridecyl etherImage of 9043-30-51

The numbers in this post reflect a FracFocus data set downloaded in January 2025. For more up-to-date statistics, visit this link.


Endnotes

  1. Open-FFย is a public service project, independent of FracFocus, that aims to foster better understanding of chemical uses of the fracking industry by organizing and analyzing chemical disclosures of FracFocus. To see company-specific information about Slawson Exploration Company, Inc.,ย visit this page.
  2. The values that are omitted are in the “PercentHFJob” data field which represents the percentage (by mass) of the total fracking fluid. This number is usually less that 1% but because the mass of the total fluid is enormous – often greater that 100 million pounds – the actual mass of the chemical component can be quite large.
  3. The numbers in this post reflect a FracFocus data set downloaded in January 2025. For more up-to-date statistics,ย visit this link.
  4. Title image credit: Becky Mansfield, modified by author
  5. Chemical images credit:ย EPA Comptox

Published by gwallison

I am a data analyst and programmer. I am interested in making "public" data more accessible.

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