CCC INFORMATION SERVICES, INC., Plaintiff-Appellee, v. 
           MACLEAN HUNTER MARKET REPORTS, INC., Defendant-Appellant, 
                      CREATIVE AUTOMATION CO., Defendant.

                               Docket No. 93-7687

             UNITED STATES COURT OF APPEALS FOR THE SECOND CIRCUIT


               44 F.3d 61; 1994 U.S. App. LEXIS 34212; 33 U.S.P.Q.2D 
                    (BNA) 1183; Copy. L. Rep. (CCH) P27,328

                            March 2, 1994, Argued 
                           December 5, 1994, Decided

LEVAL, Circuit Judge:

   The appellant, publisher of a compendium of its projections of used car
valuations, seeks to establish copyright infringement on the part of a
competitor, which copied substantial portions of appellant's compendium into the
[**2]  computer data base of used car valuations it offers to its customers.
Arising in the wake of the Supreme Court's decision in Feist Publications, Inc.
v. Rural Telephone Serv. Co., 499 U.S. 340, 111 S. Ct. 1282, 113 L. Ed. 2d 358
(1991), this appeal raises the question of the scope of protection afforded by
the copyright law to such compilations of informational matter. Finding no
infringement, the district court granted summary judgment to the appellee. In
our view, the copyright law offers more substantial protection to such
compilations than envisioned in the district court's ruling. We therefore
reverse.

   Background

   The Red Book. The appellant is Maclean Hunter Market Reports, Inc. ("Maclean
"). Since 1911, Maclean, or its predecessors, have published the Automobile Red
Book -- Official Used Car Valuations (the "Red Book"). n1 The Red Book, which is
published eight times a year, in different versions for each of three regions of
the United States (as well as a version for the State of Wisconsin), sets forth
the editors' projections of the values for the next six weeks of "average"
versions of most of the used [**3]  cars (up to seven years old) sold in that
region. n2 These predicted values are set forth separately for each automobile
make, model number, body style, and engine type. Red Book also provides
predicted value adjustments for various options and for mileage in 5,000 mile
increments.

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   n1 For the entire period at issue in this case, each edition of the Red Book
has included a copyright notice, and has been registered with the U.S. Copyright
Office.

   n2 Maclean also publishes the Older Car/Truck Red Book, which offers similar
projected valuations for vehicles eight to eighteen years old.

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   The valuation figures given in the Red Book are not historical market prices,
quotations, or averages; nor are they derived by mathematical formulas from
available statistics. They represent, rather, the Maclean editors' predictions,
based on a wide variety of informational sources and their professional
judgment, of expected values for "average" vehicles for the upcoming six weeks
in a broad region. The introductory text asserts, "You,  [**4]  the subscriber,
must be the final judge of the actual value of a particular vehicle. Any guide
book is a supplement to and not a  [*64]  substitute for expertise in the
complex field of used vehicle valuation."

   CCC's computer services. Appellee CCC Information Services, Inc. ("CCC"), is
also in the business of providing its customers with information as to the
valuation of used vehicles. Rather than publishing a book, however, CCC provides
information to its customers through a computer data base. Since at least 1988,
CCC has itself been systematically loading major portions of the Red Book onto
its computer network and republishing Red Book information in various forms to
its customers. n3

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   n3 In 1981, CCC unsuccessfully attempted to secure a license from Maclean to
use Red Book valuations on its on-line services. In 1984, CCC wrote to the
publisher of the Red Book to inform it that it was being "ripped off" because
another computer averaging service was using Red Book's figures.

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   CCC utilizes and resells the  [**5]  Red Book valuations in several different
forms. CCC's "VINguard Valuation Service" ("VVS") provides subscribers with the
average of a vehicle's Red Book valuation and its valuation in the NADA Official
Used Car Guide (the "Bluebook"), the other leading valuation book, published by
the National Automobile Dealers Association ("NADA"). The offer of this average
of Red Book and Bluebook satisfies a market because the laws of certain states
use that average figure as a minimum for insurance payments upon the "total loss
" of a vehicle. CCC's "Computerized Valuation Service" ("CVS"), while it
primarily provides its subscribers with CCC's independent valuation of used
cars, also provides customers with the Red Book/Bluebook average and the Red
Book values standing alone.

   It is uncontested that CCC earns significant revenues through the sale of its
services, in which it both directly and indirectly resells the figures it copies
every few weeks from the Red Book. As the court found below, since 1988 numerous
Red Book customers have canceled their subscriptions, opting instead to purchase
CCC's services. Op. at 25 (JA 665).

   Proceedings below. CCC brought this action in 1991, seeking, inter [**6]
alia, a declaratory judgment that it incurred no liability to Maclean under the
copyright laws by taking and republishing material from the Red Book. Maclean
counterclaimed alleging infringement. CCC then pleaded various affirmative
defenses, including that it used the Red Book for its intended purpose, fair
use, and that the Red Book has come into the public domain as the result of its
adoption in state statutes regulating the amount of insurance payments. CCC also
made various contentions based on waiver, estoppel, consent, and untimeliness.
Both sides moved for summary judgment, and the motions were referred for report
and recommendation to Magistrate Judge Arthur H. Latimer. Magistrate Judge
Latimer recommended to the district court that CCC's motion for summary judgment
be granted. Judge Latimer found (1) that the Red Book employed no originality or
creativity in the selection, coordination or arrangement of data, and therefore
did not constitute a protected "original work of authorship," 17 U.S.C.A. § 101
(West 1977); (2) that the Red Book valuations were facts, or interpretations of
facts, and were, therefore, not protected by copyright;  [**7]  (3) that, even
if the entries were not facts, copyright protection was nonetheless precluded by
the doctrine of "merger of idea and expression," because each entry in the Red
Book is an idea -- the idea of the value of the particular vehicle -- and that
idea is necessarily communicated by a dollar figure; and (4) that the Red Book
had been placed in the public domain by being "incorporated into governmental
regulations." District Judge Nevas then "approved, adopted and ratified" the
Magistrate Judge's recommended ruling, and judgment was entered in CCC's favor.
Endorsement at JA 671.

   Discussion

   1. Does the Red Book manifest originality so as to be protected by the
copyright laws? The first significant question raised by this appeal is whether
Maclean holds a protected copyright interest in the Red Book. CCC contends, and
the district court held, that the Red Book is nothing more than a compilation of
unprotected facts, selected and  [*65]  organized without originality or
creativity, and therefore unprotected under the Supreme Court's teachings in
Feist. We disagree.

   The Copyright Act of 1976 explicitly confers limited protection on
compilations.

   Section 103(a) specifies that "the [**8]  subject matter of copyright . . .
includes compilations," which are defined by Section 101 as assemblies of data
"selected, coordinated, or arranged in such a way that the resulting work as a
whole constitutes an original work of authorship"; Section 103(b) makes clear
that the protection in a compilation "extends only to the material contributed
by the author of such work . . . and does not imply any exclusive right in the
preexisting material." 17 U.S.C.A. §§ 101 - 103 (West 1977).

   In Feist, the Supreme Court ruled that originality is an essential element of
copyright protection, and that toil, or "sweat of the brow," expended in
collecting information does not justify conferring copyright protection on a
compilation of facts; rather, protection attaches only if the selection,
coordination, or arrangement exhibit originality, so that "the resulting work as
a whole constitutes an original work of authorship." 17 U.S.C.A. § 101 (West
1977). Concluding that a white pages telephone directory, consisting of an
alphabetical listing of the names, towns of residence, and telephone numbers of
all the subscribers  [**9]  in the area of the telephone company's franchise (as
required by state law), "lacked the requisite originality," 499 U.S. at 364, the
Court held that the white pages were not within the protection of the copyright,
and could therefore freely be copied by the publisher of another telephone
directory without infringement.

   Notwithstanding its conclusion with respect to such a telephone directory,
the Court emphasized that

     original, as the term is used in copyright, means only that the work
     was independently created by the author (as opposed to copied from
     other works), and that it possesses at least some minimal degree of
     creativity. To be sure, the requisite level of creativity is extremely
     low; even a slight amount will suffice. The vast majority of works
     make the grade quite easily, as they possess some creative spark, "no
     matter how crude, humble or obvious" it might be.

 Id. at 345 (citations omitted). The Court repeatedly stressed that the required
level of originality is minimal, and that most compilations, merely by
exercising some independent choice in [**10]  the coordination, selection, or
arrangement of data, will pass the test. n4 The telephone directory failed
because it was found to be completely devoid of originality.

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   n4 The compilation author typically chooses which facts to include, in what
order to place them, and how to arrange the collected data so that they may be
used effectively by readers. These choices as to selection and arrangement, so
long as they are made independently by the compiler and entail a minimal degree
of creativity, are sufficiently original that Congress may protect such
compilations through the copyright laws. Thus, even a directory that contains
absolutely no protectible written expression, only facts, meets the
constitutional minimum for copyright protection if it features an original
selection or arrangement.

 Feist, 499 U.S. at 348 (citations omitted).

     The originality requirement is not particularly stringent. A compiler
     may settle upon a selection or arrangement that others have used;
     novelty is not required. Originality requires only that the author
     make the selection or arrangement independently (i.e., without copying
     that selection or arrangement from another work), and that it display
     some minimal level of creativity. Presumably, the vast majority of
     compilations will pass this test, but not all will. There remains a
     narrow category of works in which the creative spark is utterly
     lacking or so trivial as to be virtually nonexistent.

      Id. at 358-59.

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   The protection of compilations is consistent with the objectives of the
copyright law, which are, as dictated by the Constitution, to promote the
advancement of knowledge and learning by giving authors economic incentives (in
the form of exclusive rights to their creations) to labor on creative,
knowledge-enriching works. U.S. Const. art. 1, § 8, cl. 8 ("Congress shall have
the Power . . . To promote the Progress of Science . . . by securing for limited
Times to Authors . . . the exclusive Right to their . . . Writings").  [*66]
Compilations that devise new and useful selections and arrangements of
information unquestionably contribute to public knowledge by providing cheaper,
easier, and better organized access to information. Without financial
incentives, creators of such useful compilations might direct their energies
elsewhere, depriving the public of their creations and impeding the advance of
learning. The grant of such monopoly protection to the original elements of a
compilation, furthermore, imposes little cost or disadvantage to society. The
facts set forth in the compilation are not protected and may be freely copied;
the protection extends only to those aspects of the compilation [**12]  that
embody the original creation of the compiler. For these reasons, the copyright
law undertakes to guarantee the exclusive rights of compilers, like other
authors, to whatever is original and creative in their works, even where those
original contributions are quite minimal.

   The thrust of the Supreme Court's ruling in Feist was not to erect a high
barrier of originality requirement. It was rather to specify, rejecting the
strain of lower court rulings that sought to base protection on the "sweat of
the brow," that some originality is essential to protection of authorship, and
that the protection afforded extends only to those original elements. Because
the protection is so limited, there is no reason under the policies of the
copyright law to demand a high degree of originality. To the contrary, such a
requirement would be counterproductive. The policy embodied into law is to
encourage authors to publish innovations for the common good -- not to threaten
them with loss of their livelihood if their works of authorship are found
insufficiently imaginative.

   In recognition of these considerations, we have several times since Feist
upheld copyright claims for compilations [**13]  and similar works where the
originality component was extremely modest. In Kregos v. Associated Press, 937
F.2d 700, 706-07 (2d Cir. 1991), for example, we reversed a ruling of the
district court that the selection of nine statistical categories for use on a
baseball pitching form failed to demonstrate the necessary originality. In Key
Publications, Inc. v. Chinatown Today Publishing Enterprises, Inc., 945 F.2d
509, 514 (2d Cir. 1991), we held, inter alia, that the selection, from a more
general list, of businesses of special interest to Chinese-Americans also
merited copyright protection. Several years before Feist, in Eckes v. Card
Prices Update, 736 F.2d 859, 863 (2d Cir. 1984), we held that an author's
subjective decision as to which baseball cards are "premium" is entitled to
protection. n5

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   n5 By contrast, we found no infringement in Victor Lalli Enters. Inc. v. Big
Red Apple, Inc., 936 F.2d 671 (2d Cir. 1991), because the charts at issue were "
'purely functional grids that offered no opportunity for variation,'" and the
author exercised "neither selectivity in what he reports nor creativity in how
he reports it." Id. at 673 (quoting district court in part).

   For other examples of cases upholding data selection as meeting copyright's
originality requirement, see 1 William F. Patry, Copyright Law and Practice
(1994). They include:

     the choice of categories of Medicaid data to include in charts; the
     'judgement and knowledge of the author respecting the social standing
     and societal relations of a limited class of the general public;' a
     daily time organizer; the choice of 'true' public relations firms to
     include in a directory; a list of state tariffs on pay telephones;
     selection of the most important and helpful cross-streets and
     assignment of address numbers for the streets; information about cable
     television systems throughout the United States . . . . The key factor
     is the exercise of some editorial judgment in the selection of data.

Id. at 199-200.

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   In our view, the district court misapplied these precedents. It interpreted
Feist and our subsequent holdings as erecting a high barrier of originality as a
prerequisite to copyright protection, rather than, as Feist so emphatically
stated, a minimal requirement.

   The district court gave several reasons for its ruling that the Red Book
failed the test for originality. First, the court stated, "Maclean Hunter has
not persuasively demonstrated that the values published in the Red Book are
anything more than interpretations or analyses of factual information . . . .
While Maclean Hunter may have been the first to discover and report this
material, the material does not 'owe its origin' to Maclean Hunter."  [*67]
(Citing Feist, 499 U.S. at 361; Op. at 16-17 (JA 656-57).)

   The district court was simply mistaken in its conclusion that the Red Book
valuations were, like the telephone numbers in Feist, pre-existing facts that
had merely been discovered by the Red Book editors. To the contrary, Maclean's
evidence demonstrated without rebuttal that its valuations were neither reports
of historical prices nor mechanical derivations [**15]  of historical prices or
other data. Rather, they represented predictions by the Red Book editors of
future prices estimated to cover specified geographic regions. n6 According to
Maclean's evidence, these predictions were based not only on a multitude of data
sources, but also on professional judgment and expertise. The testimony of one
of Maclean's deposition witnesses indicated that fifteen considerations are
weighed; among the considerations, for example, is a prediction as to how
traditional competitor vehicles, as defined by Maclean, will fare against one
another in the marketplace in the coming period. (JA 209-12.) The valuations
themselves are original creations of Maclean.

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   n6 That they are expressed in numerical form is immaterial to originality.
Original authorship warranting protection may be "fixed in any tangible medium
of expression . . . including . . . literary works." 17 U.S.C.A. 102(a) (West
1977). The Act broadly defines literary works to include "works, other than
audiovisual works, expressed in words, numbers, or other verbal or numerical
symbols . . . ." 17 U.S.C.A. § 101 (West 1977).

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   Recognizing that "originality may also be found in the selection and ordering
of particular facts or elements," the district court concluded that none had
been shown. Op. at 17 (JA 657). This was because the Red Book's selection and
arrangement of data represents "a logical response to the needs of the vehicle
valuation market." Id. at 18 (JA 658). In reaching this conclusion, the district
court applied the wrong standard. The fact that an arrangement of data responds
logically to the needs of the market for which the compilation was prepared does
not negate originality. To the contrary, the use of logic to solve the problems
of how best to present the information being compiled is independent creation.
See Feist, 499 U.S. at 359 (originality is to be found unless the creative spark
is so utterly lacking as to be "virtually nonexistent").

   We find that the selection and arrangement of data in the Red Book displayed
amply sufficient originality to pass the low threshold requirement to earn
copyright protection. This originality was expressed, for example, in Maclean's
division of the national used car market into several [**17]  regions, with
independent predicted valuations for each region depending on conditions there
found. A car model does not command the same value throughout a large geographic
sector of the United States; used car values are responsive to local conditions
and vary from place to place. A 1989 Dodge Caravan will not command the same
price in San Diego as in Seattle. In furnishing a single number to cover vast
regions that undoubtedly contain innumerable variations, the Red Book expresses
a loose judgment that values are likely to group together with greater
consistency within a defined region than without. The number produced is
necessarily both approximate and original. Several other aspects of the Red Book
listings also embody sufficient originality to pass Feist's low threshold. These
include: (1) the selection and manner of presentation of optional features for
inclusion; n7 (2) the adjustment for mileage by 5,000 mile increments (as
opposed to using some other breakpoint and interval); (3) the use of the
abstract concept of the "average" vehicle in each category as the subject of the
valuation; and (4) the selection of the number of years' models to be included
in the compilation.  [**18]

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   n7 This selection includes far fewer than all extant options, and presents
them in a manner that furnishes a single valuation to cover the particular
option in numerous different vehicles. The editors make these choices to
accommodate the practical space limitations imposed by the book's format, while
providing the information most likely to satisfy customers' needs.

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   We conclude for these reasons that the district court erred in ruling that
the Red  [*68]  Book commands no copyright protection by reason of lack of
originality. n8

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   n8 The district court also believed that CCC did not infringe Red Book's
original protected elements because CCC included Red Book's selection in a more
extensive data base. We disagree. Original aspects of Red Book's ordination and
arrangement were inextricably present whenever CCC copied and republished any
Red Book valuation, because each valuation incorporated the Red Book editors'
original judgment concerning the predicted value of that automobile, as well as
their judgment as to geographic consistency within a region.

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   2. The idea-expression dichotomy and the merger of necessary expression with
the ideas expressed. CCC's strongest argument is that it took nothing more than
ideas, for which the copyright law affords no protection to the author.
According to this argument, (1) each entry in the Red Book expresses the authors
' idea of the value of a particular vehicle; (2) to the extent that "expression"
is to be found in the Red Book's valuations, such expression is indispensable to
the statement of the idea and therefore merges with the idea, so that the
expression is also not protectible, and; (3) because each of Red Book's
valuations could freely be taken without infringement, all of them may be taken
without infringement. This was one of the alternate bases of the district court
's ruling in CCC's favor.

   The argument is not easily rebutted, for it does build on classically
accepted copyright doctrine. It has been long accepted that copyright protection
does not extend to ideas; it protects only the means of expression employed by
the author. As the Supreme Court stated in Mazer v. Stein, 347 U.S. 201, 98 L.
Ed. 630, 74 S. Ct. 460 (1954), [**20]

     Unlike a patent, a copyright gives no exclusive right to the art
     disclosed; protection is given only to the expression of the idea --
     not the idea itself. Thus, in Baker v. Selden, 101 U.S. 99, 25 L. Ed.
     841, the Court held that a copyrighted book on a peculiar system of
     bookkeeping was not infringed by a similar book using a similar plan
     which achieved similar results where the alleged infringer made a
     different arrangement of the columns and used different headings.

 347 U.S. at 217 (footnote omitted).

   It is also well established that, in order to protect the immunity of ideas
from private ownership, when the expression is essential to the statement of the
idea, the expression also will be unprotected, so as to insure free public
access to the discussion of the idea. See Kregos, 937 F.2d at 705; Herbert
Rosenthal Jewelry Corp. v. Kalpakian, 446 F.2d 738, 742 (9th Cir. 1971) ("When
the 'idea' and its 'expression' are . . . inseparable, copying the 'expression'
will not be barred, since protecting the 'expression' in such circumstances
would confer a monopoly of the 'idea'  [**21]  upon the copyright owner free of
the conditions and limitations imposed by the patent law."). n9

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   n9 For more extensive discussions of the merger doctrine, see William F.
Patry, Copyright Law and Practice, 312-325 (1994); Melville B. Nimmer & David
Nimmer, Nimmer on Copyright, § 13.03[A]-[B] (1994).

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   We nonetheless believe the district court erred in granting judgment to CCC.
We reach this conclusion based on the need to balance the conflicts and
contradictions that pervade the law of copyright, and the need, where elements
of the copyright law conflict, to determine, as a policy judgment, which of its
commands prevails over the other.

   The fundamental principle of copyright, as expressed in the Copyright Clause
of the Constitution, is to promote the advance of knowledge by granting authors
exclusive rights to their writings. n10 As the Supreme Court said in Mazer, "The
economic philosophy behind the clause empowering Congress to grant patents and
copyrights is the conviction that encouragement of individual [**22]  effort by
personal gain is the best way to advance public welfare through the talents of
authors and inventors in 'Science and useful Arts.'"  [*69]  347 U.S. at 219.
See also Nimmer at § 1.03[A]. The financial incentives to authors consist of
exclusive rights to their writings, that may be sold or licensed for money, so
that authors may earn a living from the creations that benefitted the public.

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   n10 This essential formulation is found in England's Statute of Anne of 1710,
which conceived the Anglo-American copyright. It is entitled, "An Act for the
Encouragement of Learning, by Vesting the Copies of Printed Books in the Authors
or Purchasers of Such Copies." The statute is reprinted in Patry, supra, at
1461-64.

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   From an early time, however, courts, taking a different approach from that
taken in the patent law, developed a theory which almost directly contradicted
the original theory of copyright. The new theory was that ideas are too
important to the advancement [**23]  of knowledge to permit them to be under
private ownership, and that open public debate, which is essential to a free
democratic society, requires free access to the ideas to be debated. n11 See
Patry, supra, at 122-23, 319, Nimmer at § 1.10[B] 1-71 to -74, 78-79, § 13.03[B]
at 13-69 to -70. Judicially created doctrine thus led to a drastic limitation on
the scope of copyright protection. n12 Ideas were not to be protected; only the
manner of their "expression." This limitation came to be known as the
"idea-expression" dichotomy.

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   n11 As Nimmer explains:

     The policy rationale underlying the Act's exclusion of ideas from
     copyright protection is clear. To grant property status to a mere idea
     would permit withdrawing the idea from the stock of materials that
     would otherwise be open to other authors, thereby narrowing the field
     of thought open for development and exploitation. This effect, it is
     reasoned, would hinder rather than promote the professed purpose of
     the copyright laws, i.e., "the progress of science and useful arts."

Nimmer § 13.03[B] at 13-69 to -70 (footnotes omitted).  [**24]



   n12 This doctrine is codified in section 102(b) of the Copyright Act, which
provides that "in no case does copyright protection for an original work of
authorship extend to any idea, procedure, process, system, method of operation,
concept, principle, or discovery, regardless of the form in which it is
described, explained, illustrated, or embodied in such work." 17 U.S.C.A. § 102
(b) (West 1977).

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   The contradiction between these imperatives, one calling for the protection
of creations that will advance the progress of knowledge, the second requiring
that these same creations be free of protection, has understandably given rise
to bewildering problems of interpretation as to whether copying has been of
protected expression or of the unprotected ideas underlying the expression. n13
These difficulties led Judge Learned Hand to discourse in Nichols v. Universal
Pictures Corp., 45 F.2d 119, 121 (2d Cir. 1930), cert. denied, 282 U.S. 902, 75
L. Ed. 795, 51 S. Ct. 216 (1931), that [**25]  takings from a protected source
such as a copyrighted play can occur at varying levels of abstraction from the
concrete realization of the original, and that the more remote in abstraction
the taking is from the original, the less likely that it will constitute a
taking of protected expression. n14 This has often been referred to as Hand's
"abstractions test"; in fact, as Judge Hand and others have noted, n15 it is no
test at all, but merely a way of perceiving the problem. n16

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   n13 As Judge Walker pointed out in Computer Assoc. Int'l, Inc. v. Altai,
Inc., 982 F.2d 693, 696 (2d Cir. 1992), "the copyright law seeks to establish a
delicate equilibrium. On the one hand, it affords protection to authors as an
incentive to create, and, on the other, it must appropriately limit the extent
of that protection so as to avoid the effects of monopolistic stagnation. In
applying the federal act to new types of cases, courts must always keep this
symmetry in mind."

   n14 His classic and oft-repeated formula was that:

     Upon any work, and especially upon a play, a great number of patterns
     of increasing generality will fit equally well, as more and more of
     the incident is left out. The last may perhaps be no more than the
     most general statement of what the play is about, and at times might
     consist only of its title; but there is a point in this series of
     abstractions where they are no longer protected, since otherwise the
     playwright could prevent the use of his "ideas," to which, apart from
     their expression, his property is never extended.

 45 F.2d at 121. [**26]



   n15 "As soon as literal appropriation ceases to be the test, the whole matter
is necessarily at large, so that . . . the decisions cannot help much in a new
case." Nichols, 45 F.2d at 121. See also Nash v. CBS, Inc., 899 F.2d 1537, 1540
(7th Cir. 1990) ("Hand's insight is not a test at all. It is a clever way to
pose the difficulties that require courts to avoid either extreme of the
continuum of generality." (Easterbrook, J.)).

   n16 Hand himself, writing thirty years after his above-quoted formulation of
the problem, eschewed any pithy solution of it. In his last copyright case,
Peter Pan Fabrics, Inc. v. Martin Weiner Corp., 274 F.2d 487 (2d Cir. 1960), he
opined that: "Obviously, no principle can be stated as to when an imitator has
gone beyond copying the 'idea,' and has borrowed its 'expression.' Decisions
must therefore inevitably be ad hoc." Id. at 489. Thirty years after that, Judge
Keeton wrote: "It seems the better part of wisdom, if not valor, not to press
the search for a suitable bright-line test . . . where Learned Hand, even after
decades of experience in judging, found none." Lotus Dev. Corp. v. Paperback
Software Int'l, 740 F. Supp. 37, 60 (D. Mass. 1990). See also Patry, supra, at
320 (dangerous to attempt to formulate broad rules in this area).

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    [*70]  This conflict between these contradictory thrusts recurs at the level
of several more particular applications of the copyright law. Among them is the
issue raised by this appeal of the protection, if any, to be accorded to
compilations. n17 For if CCC's argument prevails, for reasons explained below,
virtually nothing will remain of the protection accorded by the statute to
compilations, notwithstanding the express command of the copyright statute.

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   n17 Another is the issue of the protection to be afforded to computer
programs, as to which the recently conferred statutory protection is not easily
reconciled with the judge-made, and statutorily adopted, principle that
copyright protection does not "extend to any idea, procedure, process [or]
system." 17 U.S.C. § 102(b). It is difficult to say what a computer program is,
if not an idea, procedure, process or system. See generally, Computer Assoc. Int
'l, Inc. v. Altai, 982 F.2d at 703-07.

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   Given the nature [**28]  of compilations, it is almost inevitable that the
original contributions of the compilers will consist of ideas. n18 Originality
in selection, for example, will involve the compiler's idea of the utility to
the consumer of a limited selection from the particular universe of available
data. One compiler might select out of a universe of all businesses those that
he believes will be of interest to the Chinese-American community, see Key
Publications, 945 F.2d at 514, another will select those statistics as to
racehorses or pitchers that are believed to be practical to the consumer in
helping to pick winners, see Kregos, 937 F.2d at 706-07; Wabash Publishing Co.
v. Flanagan, No. 89 Civ. 1923, 1989 U.S. Dist. LEXIS 3546 (N.D. Ill. Mar. 31,
1989) (particular selection and arrangement of information relevant to horse
races found copyrightable); Triangle Publishing, Inc. v. New England Newspaper
Publications Co., 46 F. Supp. 198, 201-02 (D. Mass. 1942) (same); another will
offer a list of restaurants he suggests are the best, the most elegant, or offer
[**29]  the best value within a price range. n19 Each of these exercises in
selection represents an idea.

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   n18 Commentators have noted this dilemma. See, e.g. Jane C. Ginsburg, No
"Sweat"? Copyright and Other Protection of Works of Information After Feist v.
Rural Telephone, 92 Colum. L. Rev. 338, 346 (1992).

   n19 For a more exhaustive list of compilations upheld as original, see Patry,
supra, at 199-200.

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   In other compilations, the original contribution of the compiler will relate
to ideas for the coordination, or arrangement of the data. Such ideas for
arrangement are generally designed to serve the consumers' needs, making the
data more useful by increasing the ease of access to those data that answer the
needs of the targeted customers, or dividing the data in ways that will
efficiently serve the needs of more diverse groups of customers. For example, a
listing of New York restaurants might be broken down by geographic areas of the
city, specialty or type (e.g., seafood, steaks [**30]  and chops, vegetarian,
kosher, Chinese, Indian); price range; handicapped accessibility, etc.).

   It is apparent that virtually any independent creation of the compiler as to
selection, coordination, or arrangement will be designed to add to the
usefulness or desirability of his compendium for targeted groups of potential
customers, and will represent an idea. In the case of a compilation,
furthermore, such structural ideas are likely to be expressed in the most
simple, unadorned, and direct fashion. If, as CCC argues, the doctrine of merger
permits the wholesale copier of a compilation to take the individual expression
of such ideas, so as to avoid the risk that an idea will improperly achieve
protection, then the protection explicitly conferred on compilations by Section
103 of the U.S. Copyright Act will be illusory.

   We addressed precisely this problem in Kregos, 937 F.2d 700. The plaintiff
Kregos had created a form to be used to help predict the outcome of a baseball
game by filling in nine statistics of the competing pitchers. The defendant
contended, in terms similar to  [*71]  CCC's argument, that the copyright owner
's idea was the utility of the nine  [**31]  selected statistics in helping a
fan predict the outcome, and that the idea was merged in the expression of it --
in the copyrighted form that listed those nine statistics. Judge Newman wrote:

     In one sense, every compilation of facts can be considered to
     represent a merger of an idea with its expression. Every compiler of
     facts has the idea that his particular selection of facts is useful.
     If the compiler's idea is identified at that low level of abstraction,
     then the idea would always merge into the compiler's expression of it.
     Under that approach, there could never be a copyrightable compilation
     of facts. n20


 Kregos, 937 F.2d at 706.

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   n20 Judge Newman might have omitted the last two words. For the reasoning he
discusses would destroy all protection for compilations of ideas as well as for
compilations of facts.

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   Recognizing that the purpose of the doctrine of merger of expression with
idea is to insure that protection not extend to ideas, the Kregos opinion went
on to describe [**32]  different categories of ideas. It distinguished between,
on the one hand, those ideas that undertake to advance the understanding of
phenomena or the solution of problems, such as the identification of the
symptoms that are the most useful in identifying the presence of a particular
disease; and those, like the pitching form there at issue, that do not undertake
to explain phenomena or furnish solutions, but are infused with the author's
taste or opinion. Kregos postulated that the importance of keeping ideas free
from private ownership is far greater for ideas of the first category, directed
to the understanding of phenomena or the solving of problems, than for those
that merely represent the author's taste or opinion and therefore do not
materially assist the understanding of future thinkers. n21 As to the latter
category, the opinion asserted that, so long as the selections reflected in the
compilation "involve matters of taste and personal opinion, there is no serious
risk that withholding the merger doctrine," 937 F.2d at 707 (emphasis added),
would inflict serious injury on the policy underlying the rule that forbids
granting protection to  [**33]  an idea. This was in contrast to analyses
belonging to the first category -- building blocks of understanding -- as to
which "protecting the [necessary] 'expression' of the selection would clearly
risk protecting the idea of the analysis." Id at 707. n22 Because Kregos's idea
was of the soft type infused with taste or opinion, the court withheld
application of the merger doctrine, permitting Kregos to exercise ownership. It
accomplished this by assigning to the idea a different level of abstraction from
the expression of it, so that the merger doctrine would not apply and the
copyright owner would not lose protection. n23 ("His 'idea,' for purposes  [*72]
of the merger doctrine, remains the general idea that statistics can be used to
assess pitching performance rather than the precise idea that his selection
yields a determinable probability of outcome." 937 F.2d at 707.)

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   n21 See also Eckes, 736 F.2d at 863 (upholding finding of infringement
because list of premium cards "subjectively based").

   n22 This dichotomy between types of ideas is supported by the wording of
various legislative pronouncements, which seem uniformly to contemplate denying
protection to building-block ideas explaining processes or discoveries, and do
not refer to expressions of subjective opinion. Thus, § 102(b) denies protection
to any "idea, procedure, process, system, method of operation, concept,
principle, or discovery." 37 C.F.R. § 202.1(b), in similar terms, denies
protection to "ideas, plans, methods, systems, or devices, as distinguished from
the particular manner in which they are expressed or described in a writing."
Copyright Office Circular 31 maintains that "Copyright protection is not
available for "ideas or procedures for doing, making, or building things;
scientific or technical methods or discoveries; business operations or
procedures; mathematical principles; formulas, algorithms; or any concept,
process [or] method of operation." [**34]



   n23 Professor Robert Gorman has written that protection of compilations is
more strongly suggested where the "works are more fanciful than functional, and
where the selection criteria are driven by subjective and evaluative judgement .
. ." Robert A. Gorman, The Feist Case: Reflections on a Pathbreaking Copyright
Decision, 18 Rutgers Computer & Tech. L.J. 731, 751 (1992). See also Ginsburg,
supra, at 345. Compare Hoehling v. Universal City Studios, Inc., 618 F.2d 972
(2d Cir.), cert. denied, 449 U.S. 841, 66 L. Ed. 2d 49, 101 S. Ct. 121 (1980)
(denying protection to historical theory explaining destruction of Hindenburg
dirigible) with Eckes, 736 F.2d at 863 (granting protection to identification of
"premium" baseball cards because of personal subjectivity of the selection). The
Hoehling opinion justified the denial of protection to historical analysis on
the theory that "knowledge is expanded . . . by granting new authors of
historical works a relatively free hand to build upon the work of their
predecessors." 618 F.2d at 980.

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   Kregos, thus, makes a policy judgment as between two evils. Unbridled
application of the merger doctrine would undo the protection the copyright law
intends to accord to compilations. Complete failure to apply it, however, would
result in granting protection to useful ideas. n24 Kregos adopts a middle
ground. In cases of wholesale takings of compilations, a selective application
of the merger doctrine, withholding its application as to soft ideas infused
with taste and opinion, will carry out the statutory policy to protect
innovative compilations without impairing the policy that requires public access
to ideas of a more important and useful kind. n25

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   n24 Discussing merger in the context of computer programs, Nimmer points out
that "this line [for determining when an idea has become sufficiently delineated
to warrant copyright protection] is a pragmatic one, drawn not on the basis of
some metaphysical property of 'ideas,' but by balancing the need to protect the
labors of authors with the desire to assure free access to ideas." Nimmer, §
13.03[F] at 13-128.

   n25 See Herbert Rosenthal Jewelry Corp. v. Kalpakian, 446 F.2d 738, 742 (9th
Cir. 1971) ("The guiding consideration in drawing the line is the preservation
of the balance between competition and protection reflected in the patent and
copyright laws. What is basically at stake is the extent of the copyright owner
's monopoly -- from how large an area of activity did Congress intend to allow
the copyright owner to exclude others?"); Kern River Gas Transmission Co. v.
Coastal Corp., 899 F.2d 1458, 1464 (5th Cir.) cert. denied, 498 U.S. 952, 112 L.
Ed. 2d 336, 111 S. Ct. 374 (1990) ("To extend protection . . . would be to grant
Kern River a monopoly of the idea for locating a proposed pipeline in the chosen
corridor, a foreclosure of competition that Congress could not have intended to
sanction through copyright law . . . .") See also Nash v. CBS, Inc., 899 F.2d
1537, 1540-42 (7th Cir. 1990); Lotus Dev. Corp. v. Paperback Software Int'l.,
740 F. Supp. 37, 60-61 (D. Mass. 1990); Nimmer, § 13.03[B] at 13-78-80; Patry,
supra, at 314-317.

   Indeed, courts have consistently ruled in a manner that supports the
distinction made in Kregos.  Compare Baker v. Selden, 101 U.S. 99, 25 L. Ed. 841
(1880), and Kern River, supra, (copyright protection denied, based on merger
doctrine, respectively to a system of double entry bookkeeping and the
designation of the best available pipeline route from Wyoming to California),
with Eckes, supra, and Key, supra, (granting protection to the identification of
premium baseball cards and business establishments likely to be of interest to
the Chinese-American community).

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   Application of the Kregos approach to our facts leads us to the conclusion
that the district court should, as in Kregos, have "withheld" the merger
doctrine. As a matter of copyright policy, this was not an appropriate instance
to apply the merger doctrine so as to deprive Red Book of copyright protection.
The consequences of giving CCC the benefit of the merger doctrine are too
destructive of the protection the Act intends to confer on compilations, without
sufficient benefit to the policy of copyright that seeks to preserve public
access to ideas.

   In the first place, the takings by CCC from the Red Book are of virtually the
entire compendium. This is not an instance of copying of a few entries from a
compilation. This copying is so extensive that CCC effectively offers to sell
its customers Maclean's Red Book through CCC's data base. CCC's invocation of
the merger doctrine to justify its contention that it has taken no protectible
matter would effectively destroy all protection for Maclean's compilation. n26

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   n26 In this circuit, consideration of the merger doctrine takes place in
light of the alleged copying to determine if infringement has occurred, rather
than in analyzing the copyrightability of the original work. Kregos, 937 F.2d at
705; Durham Industries, Inc. v. Tomy Corp., 630 F.2d 905, 916 (2d Cir. 1980).
This approach is applauded by Nimmer as the "better view." 13.03[B] at 13-76 to
-78. As we noted in Kregos, "assessing merger in the context of alleged
infringement will normally provide a more detailed and realistic basis for
evaluating the claim that protection of expression would inevitably accord
protection to an idea." Kregos, 937 F.2d at 705. In the instant case, for
example, it is of consequence that we are confronted with wholesale copying of a
compilation rather than some more limited copying from a compilation.

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   Secondly, the valuations copied by CCC from the Red Book are not ideas of the
first, building-block, category described in Kregos, but are rather in the
category of approximative statements of opinion by the Red Book editors. To the
extent that protection of the Red Book would impair free circulation of  [*73]
any ideas, these are ideas of the weaker category, infused with opinion; the
valuations explain nothing, and describe no method, process or procedure.
Maclean Hunter makes no attempt, for example, to monopolize the basis of its
economic forecasting or the factors that it weighs; the Red Book's entries are
no more than the predictions of Red Book editors of used car values for six
weeks on a rough regional basis. As noted above, Red Book specifies in its
introduction that "you, the subscriber, must be the final judge of the actual
value of a particular vehicle. Any guide book is a supplement to and not a
substitute for expertise in the complex field of used vehicle valuation." This
language is remarkably similar to our observation in Kregos, that the author
"has been content to select categories of data that he obviously believes have
some predictive power, but has left it to [**38]  all sports page readers to
make their own judgments as to the likely outcomes from the sets of data he has
selected." 937 F.2d at 707.

   The balancing of interests suggested by Kregos leads to the conclusion that
we should reject CCC's argument seeking the benefit of the merger doctrine. n27
Because the ideas contained in the Red Book are of the weaker,
suggestion-opinion category, a withholding of the merger doctrine would not
seriously impair the policy of the copyright law that seeks to preserve free
public access to ideas. If the public's access to Red Book's valuations is
slightly limited by enforcement of its copyright against CCC's wholesale
copying, this will not inflict injury on the opportunity for public debate, nor
restrict access to the kind of idea that illuminates our understanding of the
phenomena that surround us or of useful processes to solve our problems. n28 In
contrast, if the merger doctrine were applied so as to bar Maclean's enforcement
of its copyright against CCC's wholesale takings, this would seriously undermine
the protections guaranteed by § 103 of the Copyright Act to compilations that
employ original creation in their selection,  [**39]  coordination, or
arrangement. It would also largely vitiate the inducements offered by the
copyright law to the makers of original useful compilations.

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   n27 As Nimmer points out, "There can be no First Amendment justification for
the copying of expression along with idea simply because the copier lacks either
the will or the time or energy to create his own independently evolved
expression. The first amendment . . . does not offer a governmental subsidy at
the expense of authors whose well-being is also a matter of public interest."
Nimmer, supra, § 1.10[D] at 1-98 to -98.1.

   n28 Others, including CCC, remain free to value used cars and to profit from
their valuations. They are barred only from wholesale copying of what is
original to the authors of the Red Book. As the Supreme Court said in Mazer v.
Stein, 347 U.S. 201, 98 L. Ed. 630, 74 S. Ct. 460 (1954), "respondents may not
exclude others from using statuettes of human figures in table lamps; they may
only prevent use of copies of their statuettes as such or as incorporated in
some other article." 347 U.S. at 218.

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   3. Public domain. We disagree also with the district court's ruling
sustaining CCC's affirmative defense that the Red Book has fallen into the
public domain. The district court reasoned that, because the insurance statutes
or regulations of several states establish Red Book values as an alternative
standard, i.e., by requiring that insurance payments for total losses be at
least equal either to Red Book value or to an average of Red Book and Bluebook
values (unless another approved valuation method is employed), n29 the Red Book
has passed into the public domain. The argument is that the public must have
free access to the content of the laws that govern it; if a copyrighted work is
incorporated into the laws, the public need for access to the content of the
laws requires the elimination of the copyright protection.

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   n29 See N.J. Admin. Code 11:3-10.4 (1988); 11 N.Y. Admin. Code § 216.7(c)
(1990).

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   No authority cited by CCC directly supports the district court's view. It
relied on Building Officials & Code Adm. v. Code Tech. Inc., 628 F.2d 730 (1st
Cir. 1980) [**41]  ("BOCA"), which the Magistrate Judge found "virtually
indistinguishable" from our case. Although the First Circuit Court of Appeals,
in BOCA, indeed expressed sympathy with the arguments here advanced by CCC, its
ruling is not a holding to that effect. The Court of Appeals merely vacated a
preliminary injunction, expressing doubts as to the  [*74]  plaintiff copyright
holder's likelihood of success, and remanding for a full hearing on whether the
plaintiff had lost its copyright protection by reason of the adoption of its
previously protected work (a construction code) as part of the laws of
Massachusetts.

   We are not prepared to hold that a state's reference to a copyrighted work as
a legal standard for valuation results in loss of the copyright. While there are
indeed policy considerations that support CCC's argument, they are opposed by
countervailing considerations. For example, a rule that the adoption of such a
reference by a state legislature or administrative body deprived the copyright
owner of its property would raise very substantial problems under the Takings
Clause of the Constitution. We note also that for generations, state education
systems have assigned books under copyright [**42]  to comply with a mandatory
school curriculum. It scarcely extends CCC's argument to require that all such
assigned books lose their copyright -- as one cannot comply with the legal
requirements without using the copyrighted works. Yet we think it unlikely
courts would reach this conclusion. Although there is scant authority on CCC's
argument, Nimmer's treatise opposes such a suggestion as antithetical to the
interests sought to be advanced by the Copyright Act. See Nimmer § 5.06[C] at
5-60. n30

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   n30 Nimmer argues that the adoption of a private work into law might well
justify a fair use defense for personal use, but should not immunize a
competitive commercial publisher from liability since this would "prove
destructive of the copyright interest in encouraging creativity in connection
with the increasing trend toward state and federal adoptions of model codes."
Nimmer, § 5.06[C] at 5-60.

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   Conclusion

   Because Maclean has demonstrated a valid copyright, and an infringement
thereof, we direct the entry of judgment [**43]  in Maclean's favor. We remand
to the district court for further proceedings.