Linn Energy: 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 Linn Energy, LLC published 240 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.

Linn Energy, LLC omissions

We’ve found many such data omissions (2) in the disclosures of the operating company,ย Linn Energy, LLC. As of this date, we’ve foundย 240ย disclosures with at least one omission, orย 39.3%ย of all of the company’s disclosures (example). 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, Linn Energy, LLC.

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. Linn Energy, LLC is highlighted in orange. Clearly a small fraction of companies account for much of the lacking records and Linn Energy, LLC is part of that club.

Which states?

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

Statenumber of disclosures with omissions
Texas188
Oklahoma52

Which chemicals?

The following table lists the materials for which quantity was omitted and how many records of Linn Energy, LLC were affected.

CASRNNameMolecular structureNumber of missing values
67-56-1MethanolImage of 67-56-1185
7447-40-7Potassium chlorideImage of 7447-40-717
10043-52-4Calcium chlorideImage of 10043-52-416
67-63-0IsopropanolImage of 67-63-016
111-76-22-ButoxyethanolImage of 111-76-216
1310-58-3Potassium hydroxideImage of 1310-58-315
56-81-5GlycerolImage of 56-81-514
14808-60-7Quartz (SiO2)no image13
67-48-12-Hydroxy-N,N,N-trimethylethan-1-aminium chlorideImage of 67-48-113
7727-54-0Diammonium peroxydisulfateImage of 7727-54-012
71050-62-92-Propenoic acid, polymer with sodium phosphinateno image12
1310-73-2Sodium hydroxideImage of 1310-73-211
68953-58-2Quaternary ammonium compounds, bis(hydrogenated tallow alkyl)dimethyl, salts with bentoniteno image9
107-19-7Propargyl alcoholImage of 107-19-79
68439-51-0Alcohols, C12-14, ethoxylated propoxylatedno image7
64742-47-8Distillates (petroleum), hydrotreated lightno image7
68-12-2N,N-DimethylformamideImage of 68-12-26
112-27-6Triethylene glycolImage of 112-27-66
94266-47-4Citrus extractno image6
7664-38-2Phosphoric acidImage of 7664-38-25
68131-72-6Polyphosphoric acids, esters with triethanolamine, sodium saltsno image5
2610-11-9C.I. Direct Red 81 disodium saltImage of 2610-11-95
28205-96-12-Methyl-2-propenoic acid, polymer with 2-propenoic acid, sodium saltno image5
64-19-7Acetic acidImage of 64-19-75
7647-01-0Hydrochloric acidImage of 7647-01-05
100-97-0MethenamineImage of 100-97-05
81741-28-8Tributyltetradecylphosphonium chlorideImage of 81741-28-85
9000-30-0alpha-D-Galactopyrano-beta-D-mannopyrananno image5
9016-45-9NonylphenoxypolyethoxyethanolImage of 9016-45-95
9043-30-5Polyoxyethylene isotridecyl etherImage of 9043-30-55
77-92-9Citric acidImage of 77-92-94
84133-50-6Alcohols, C12-14-secondary, ethoxylatedno image4
9002-84-0PolytetrafluoroethyleneImage of 9002-84-04
50-00-0FormaldehydeImage of 50-00-04
9003-35-4Bakeliteno image4
91-20-3NaphthaleneImage of 91-20-34
111-30-8GlutaraldehydeImage of 111-30-84
111-42-2DiethanolamineImage of 111-42-24
111-46-6Diethylene glycolImage of 111-46-64
60-24-22-MercaptoethanolImage of 60-24-24
64742-94-5Solvent naphtha, petroleum, heavy arom.no image4
10043-35-3Boric acid (H3BO3)Image of 10043-35-34
25322-68-3Polyethylene glycolImage of 25322-68-34
65-85-0Benzoic acidImage of 65-85-03
68002-97-1Ethoxylated C10-16 alcoholsno image3
64742-53-6Distillates, petroleum, hydrotreated light naphthenicno image3
68139-30-01-Propanaminium, N-(3-aminopropyl)-2-hydroxy-N,N-dimethyl-3-sulfo-, N-coco acyl derivs., inner saltsno image3
7681-82-5Sodium iodideImage of 7681-82-53
68439-45-2Alcohols, C6-12, ethoxylatedno image3
78330-20-8Alcohols, C9-11-iso-, C10-rich, ethoxylatedno image3
68439-46-3Alcohols, C9-11, ethoxylatedno image3
78330-19-5Alcohols, C7-9-iso-, C8-rich, ethoxylatedno image3
68603-42-9Amides, coco, N,N-bis(hydroxyethyl)no image3
68607-28-3Quaternary ammonium compounds, (oxydi-2,1-ethanediyl)bis[coco alkyldimethyl, dichloridesno image3
7783-18-8Ammonium thiosulfateImage of 7783-18-83
7772-99-8Stannous chlorideImage of 7772-99-83
75-91-2tert-Butyl hydroperoxideImage of 75-91-23
7772-98-7Sodium thiosulfateImage of 7772-98-73
7757-82-6Sodium sulfate anhydrousImage of 7757-82-63
7727-37-9NitrogenImage of 7727-37-93
7631-86-9SilicaImage of 7631-86-93
64-18-6Formic acidImage of 64-18-63
124-38-9Carbon dioxideImage of 124-38-93
1302-93-8Mullite (Al6O5(SiO4)2)no image3
1338-43-8Sorbitan, mono-(9Z)-9-octadecenoateImage of 1338-43-83
141-43-5EthanolamineImage of 141-43-53
1319-33-1Ulexiteno image3
104-76-72-Ethyl-1-hexanolImage of 104-76-73
12125-02-9Ammonium chlorideImage of 12125-02-93
14464-46-1Cristobaliteno image3
16887-00-6ChlorideImage of 16887-00-63
10222-01-22,2-Dibromo-3-nitrilopropionamideImage of 10222-01-23
24938-91-8Polyoxyethylene tridecyl etherImage of 24938-91-83
102-71-6TriethanolamineImage of 102-71-63
445411-73-4Gas oils, petroleum, vacuum, hydrocracked, hydroisomerized, hydrogenated, C10-25, branched and cyclicno image3
10124-31-9Ammonium acid phosphateno image3
55566-30-8Tetrakis(hydroxymethyl)phosphonium sulfateImage of 55566-30-83
57-55-61,2-Propylene glycolImage of 57-55-63
584-08-7Potassium carbonateImage of 584-08-73
1302-76-7Kyanite (Al2O(SiO4))no image3
1302-74-5Corundum (Aluminum oxide)no image3
63428-86-4Polyethylene glycol hexyl ether sulfate, ammonium saltno image3
64-02-8Ethylenediaminetetraacetic acid tetrasodium saltImage of 64-02-83
107-21-1Ethylene glycolImage of 107-21-12
1303-96-4Borax (B4Na2O7.10H2O)no image2
1113-55-92-Bromo-3-nitrilopropionamideImage of 1113-55-92
64-17-5EthanolImage of 64-17-52
108-32-7Propylene carbonateImage of 108-32-72
64742-46-7Distillates (petroleum), hydrotreated middleno image2
8001-79-4Castor oilno image2
127-09-3Sodium acetateImage of 127-09-32
68424-85-1C12-16-Alkylbenzyldimethylammonium chloridesImage of 68424-85-12
3252-43-5DibromoacetonitrileImage of 3252-43-52
8013-01-2Yeast extractno image1
104-55-23-Phenylprop-2-enalImage of 104-55-21
110-17-8Fumaric acidImage of 110-17-81
10361-65-6Phosphoric acid, ammonium salt (1:3)Image of 10361-65-61
9046-01-9Tridecyl alcohol, ethoxylated, phosphatedno image1
1004542-84-0Sodium bromosulfamate hydrate (1:1:x)no image1
7758-99-8Copper(II) sulfate, pentahydrateImage of 7758-99-81
104-40-54-Nonylphenol, branchedImage of 104-40-51
7487-88-9Magnesium sulfate anhydrousImage of 7487-88-91
127087-87-0Poly(oxy-1,2-ethanediyl),alpha-(4-nonylphenyl)-omega-hydroxy-,branchedno image1
68442-77-32-Butenediamide, (2E)-, N,N’-bis[2-(4,5-dihydro-2-nortall-oil alkyl-1H-imidazol-1-yl)ethyl] derivs.no image1
64742-95-6Light aromatic solvent naphtha (petroleum)no image1
631-61-8Ammonium acetateImage of 631-61-81
68-11-1Thioglycolic acidImage of 68-11-11
194041-65-1NoneImage of 194041-65-11
68424-51-1Fatty acids, tall-oil, compds. with salicylic acid 2-(aminoiminomethyl)hydrazideno image1
14452-57-4Magnesium peroxide (Mg(O2)โ€‹)Image of 14452-57-41
68439-57-6Sulfonic acids, C14-โ€‹16-โ€‹alkane hydroxy and C14-โ€‹16-โ€‹alkene, sodium saltsno image1
68527-49-1Thiourea, polymer with formaldehyde and 1-phenylethanoneno image1
7705-08-0Ferric chlorideImage of 7705-08-01
144-55-8Sodium bicarbonateImage of 144-55-81
1330-43-4Sodium tetraborate (Na2B4O7)no image1
7173-51-5Didecyldimethylammonium chlorideImage of 7173-51-51
7446-19-7Zinc sulfate monohydrateImage of 7446-19-71
1309-48-4Magnesium oxideImage of 1309-48-41
1309-42-8Magnesium hydroxideImage of 1309-42-81
7631-95-0Sodium molybdate (Na2MoO4)Image of 7631-95-01
100-44-7Benzyl chlorideImage of 100-44-71

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 Linn Energy, LLC,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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