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MARC field distribution
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| 01571cas a22003611a 45 001001200000005001700012008004100029010003600070022001400106032001700120035001600137037006600153040012800219049001700347050001800364210002700382222004000409245010200449246004000551260004500591300002700636310001900663362005700682500002200739500006900761515003100830650004900861650003600910650003200946710006000978780006301038785010801101 testsample1 20091117105557.0 840328d19831987nyufx1p o 0 a0eng d a 84643014 //r88 zsn 84011556 0 a0748-1985 a002051 bUSPS aocm10569413 bHuman Sciences Press, Inc., 72 5th Ave., New York, N.Y. 10011 aKSW cKSW dCLU dAIP dNST dDLC dNSD dNST dDLC dHUL dNST dNSD dNLM dNST dNSD dNST dNSD dDLC dNST dNSD dNST dCLU dNST dOCL dPVU aPVUP[SERIAL] 00 aAC489.R3 bJ68 0 aJ. ration. emot. ther. 0 aJournal of rational emotive therapy 00 aJournal of rational emotive therapy : bthe journal of the Institute for Rational-Emotive Therapy. 13 aJournal of rational-emotive therapy a[New York] : bThe Institute, c1983-1987. a5 v. : bill. ; c26 cm. aTwo no. a year 0 aVol. 1, no. 1 (fall 1983)-v. 5, no. 4 (winter 1987). aTitle from cover. aVols. for <spring 1985-> published by Human Sciences Press, Inc. aVol. 1 has only one issue. 0 aRational-emotive psychotherapy vPeriodicals. 0 aCognitive therapy vPeriodicals. 2 aPsychotherapy vperiodicals. 2 aInstitute for Rational-Emotive Therapy (New York, N.Y.) 00 tRational living x0034-0049 w(OCLC)1763461 w(DLC) 72000647 00 tJournal of rational-emotive and cognitive-behavior therapy x0894-9085 w(DLC) 88648219 w(OCoLC)16307814 01195cas a22003011a 45 001001200000005001700012007001400029008004100043010002300084022001400107030001100121035001600132040008300148050001800231210001900249222002000268245002100288260004900309300002800358362005000386550005000436550013200486580006300618650003200681710006000713710003500773785008500808 testsample2 20091117105643.0 hd bfa b|c| 751101d19661983nyufr1p 0 a0eng a 72000647 //r852 0 a0034-0049 aATLVBX aocm01763461 aDLC cMUL dNSD dDLC dRCS dAIP dDLC dNSD dNST dDLC dAIP dNST dDLC dNST dNSD dNST 00 aAA790.A1 bR35 1 aRation. living 0 aRational living 00 aRational living. a[New York] : bInstitute for Rational Living. a18 v. : bill. ; c27 cm. 0 aVol. 1 (Feb. 1966)-v.18, no. 1 (spring 1983). aJournal of the Institute for Rational Living. aIssued by: Institute for Rational Living, Feb. 1966-spring 1982; Institute for Rational-Emotive Therapy, fall 1982-spring 1983. aContinued in 1983 by: Journal of rational emotive therapy. 0 aMental health vPeriodicals. 2 aInstitute for Rational-Emotive Therapy (New York, N.Y.) 2 aInstitute for Rational Living. 10 tJournal of rational emotive therapy x0748-1985 w(DLC) 84643014 w(OCoLC)10569413 01057cas a22003011a 45 001001200000005001700012008004100029010003000070022001400100035001600114037005600130040003300186050002100219210002900240222003800269245003900307260004800346300002800394310001400422362003300436362004000469500002200509650003200531650003500563650004200598785009900640936001600739 testsample3 20091117104735.0 820311d19831998nyuqr1p o 0 a0eng d a 83-644252 zsn82-2030 0 a0731-7158 aocm08235783 bHaworth Press, 28 E. 22nd St., New York, N.Y. 10010 aNSD cNSD dDLC dAIP dNLM dNST 0 aAC455.2.P73 bP89 0 aPsychother. priv. pract. 0 aPsychotherapy in private practice 00 aPsychotherapy in private practice. a[New York, N.Y.] : bHaworth Press, c[c1983- a17 v. : bill. ; c23 cm. aQuarterly 0 aVol. 1, no. 1 (spring 1983)- 1 aCeased with: Vol. 17, no. 4 (1998). aTitle from cover. 2 aPsychotherapy vperiodicals. 2 aPrivate Practice vperiodicals. 0 aPsychotherapy xPractice vPeriodicals. 00 tJournal of psychotherapy in independent practice x1522-9580 w(DLC)sn 98005091 w(OCoLC)40524650 aSummer 1984 01361cas a22003611a 45 001001200000005001700012007001600029008004100045010001700086022001400103030001100117032001700128035001600145037005800161040006300219090001700282210002400299222004000323245004100363260003200404300001700436310001400453362003100467500002200498650006400520650003400584506006600618530004200684710002600726856009600752856011700848936003400965 testsample4 20091117105437.0 cr an ---uuuuu 840713c19859999nyuqr1p 0 a0eng d asn 84006638 0 a0748-4518 aJQCRE6 a755730 bUSPS aocm10945712 bPlenum Pub. Corp., 233 Spring St., New York, NY 10013 aNSD cNSD dFUG dNSD dNST dIUL dNST dHUL dNST dEYM dNST dHUL aAV6001 b.J72 1 aJ. quant. criminol. 0 aJournal of quantitative criminology 00 aJournal of quantitative criminology. aNew York : bPlenum, cc1985- av. ; c23 cm. aQuarterly 0 aVol. 1, no. 1 (Mar. 1985)- aTitle from cover. 0 aCriminal justice, Administration of xResearch vPeriodicals. 0 aCrime xResearch vPeriodicals. aElectronic access restricted to Villanova University patrons. aAlso available on the World Wide Web. 2 aLINK (Online service) 41 zOnline version [v. 15 (1999)-present] uhttp://springerlink.metapress.com/link.asp?id=102586 41 zOff-campus access uhttp://openurl.villanova.edu:9003/sfx_local?sid=sfx:e_collection&issn=0748-4518&genre=journal aVol. 1, no. 4 (Dec. 1985) LIC 01707cas a22004091a 45 001001200000005001700012007001500029007001400044008004100058010002200099022001400121030001100135032001700146035001600163040007900179050001700258210002000275222003000295245003500325260004300360300002500403362002400428506006600452530004200518550008700560555004200647500010300689650004300792700003600835700003500871700004600906710004900952710003401001856012101035856011701156936002401273 testsample5 20091117092424.0 cr mn ---||||| hd bda b|c| 750901c19379999ncuqr1p 0 a0eng d a 40012649 //r86 a0022-3387 aJPRPAU a281800 bUSPS aocm01588544 aMUL cMUL dNSD dDLC dNSD dDLC dm.c. dRCS dAIP dNSD dAIP dOCL dDLC dm/c dNST 00 aAF1001 b.J66 1 aJ. parapsychol. 0 aJournal of parapsychology 04 aThe Journal of parapsychology. aDurham, N.C. : bDuke University Press. av. : bill. ; c23 cm. 0 aVol. 1 (Mar. 1937)- aElectronic access restricted to Villanova University patrons. aAlso available on the World Wide Web. aIssued in cooperation with the Duke University Parapsychology Laboratory, 194 -50. aVols. 1-16, 1937-52, in v. 17, no. 3. aEditors: Mar. 1937-<Dec. 1938> J. B. Rhine, C. E. Stuart (with W. McDougall, Mar. 1937-Sept. 1938) 0 aParapsychology xResearch vPeriodicals. 1 aMcDougall, William, d1871-1938. 1 aStuart, Charles Edward, d1907- 1 aRhine, J. B. q(Joseph Banks), d1895-1980. 2 aDuke University. bParapsychology Laboratory. 2 aProQuest Psychology Journals. 41 zOnline version [v. 59 (1995)-present] uhttp://proquest.umi.com/pqdweb?pmid=000029287&clientId=3260&RQT=318&VName=PQD 41 zOff-campus access uhttp://openurl.villanova.edu:9003/sfx_local?sid=sfx:e_collection&issn=0022-3387&genre=journal aMar. 1937-Dec. 1958 01532cas a22003371a 45 001001200000005001700012008004100029010003700070022001400107035001600121040003800137041002300175050001500198222004100213245004200254260010900296300002000405310002500425321002200450362005700472500002200529546004100551550017300592580007100765650003800836650003000874710004700904710007500951780008101026785008701107 testsample6 20091117105533.0 751101d19571970inumr1p o0 a0eng aa 53008626 //r853 zsc 80001624 a0095-9057 aocm01772601 aDLC cMUL dNSD dDLC dm/c dHUL dNST 0 aeng afre ager aita 0 aAA1 b.J975 0 aJournal of mathematics and mechanics 00 aJournal of mathematics and mechanics. aBloomington, Ind. : bGraduate Institute for Mathematics and Mechanics, Indiana University, cc1957-c1970. a14 v. ; c26 cm. aMonthly, b-June 1970 aBimonthly, b1957- 0 aVol. 6, no. 1 (Jan. 1957)-v. 19, no. 12 (June 1970). aTitle from cover. aEnglish, French, German and Italian. aVols. for 1957- published by the Graduate Institute for Mathematics and Mechanics, Indiana University; -June 1970 by the Dept. of Mathematics, Indiana University. aContinued in July 1970 by: Indiana University mathematics journal. 0 aMechanics, Analytic vPeriodicals. 0 aMathematics vPeriodicals. 2 aIndiana University. bDept. of Mathematics. 2 aIndiana University. bGraduate Institute for Mathematics and Mechanics. 00 tJournal of rational mechanics and analysis w(DLC)sf 85001244 w(OCoLC)2263071 10 tIndiana University mathematics journal x0022-2518 w(DLC) 75640369 w(OCoLC)1753019 01426cas a22003851a 45 001001200000005001700012007001500029007001400044008004100058010001700099022001400116030001100130032001700141035001600158037006000174040005900234050001400293210001600307222003000323245003100353260004200384300002500426310002200451321002400473362002200497506006600519500004700585530004200632650002900674700003800703710003400741856012200775856011700897936002601014 testsample7 20091117102216.0 cr mn ---||||| hd bfa b|c| 741112c19369999maubr1p 0 a0eng a 38003075 a0022-3980 aJOPSAM a282400 bUSPS aocm01782317 bJournal Press, 2 Commercial St., Provincetown, MA 02657 aDLC cDLC dOCL dDLC dNSD dm.c. dOCL dRCS dAIP dOCL dNSD 00 aAF1 b.J67 1 aJ. psychol. 4 aThe Journal of psychology 04 aThe Journal of psychology. aProvincetown, Mass. : bJournal Press. av. : bill. ; c25 cm. aBimonthly, b1965- aQuarterly, b1935-64 0 aVol. 1 (1935/36)- aElectronic access restricted to Villanova University patrons. aEditor: 1935/36-<Oct. 1937,> C. Murchison. aAlso available on the World Wide Web. 0 aPsychology vPeriodicals. 1 aMurchison, Carl Allanmore, d1887- 2 aProQuest Psychology Journals. 41 zOnline version [v. 128 (1994)-present] uhttp://proquest.umi.com/pqdweb?pmid=000014346&clientId=3260&RQT=318&VName=PQD 41 zOff-campus access uhttp://openurl.villanova.edu:9003/sfx_local?sid=sfx:e_collection&issn=0022-3980&genre=journal aJan. 1975 (surrogate) 01251cas a22003251a 45 001001200000005001700012007001500029008004100044010002200085022001400107030001100121035001600132040007300148050001400221210002300235222003800258245003900296260004200335300002500377362002400402506006600426500003000492530004200522650004100564650005200605700001800657710003600675856009700711856011700808 testsample8 20091117102549.0 cr an 741112c19569999enkbrzp 0 a0eng a 57003141 //r83 0 a0022-3999 aJPCRAT aocm01782774 aDLC cDLC dNSD dOCL dNSD dDLC dSER dOCL dRCS dDLC dOCL dAIP dOCL dNSD 00 aAC52 b.J6 1 aJ. psychosom. res. 0 aJournal of psychosomatic research 00 aJournal of psychosomatic research. aLondon ; aNew York : bPergamon Press. av. : bill. ; c26 cm. 0 aVol. 1 (Feb. 1956)- aElectronic access restricted to Villanova University patrons. aEditor: 1956- D. Leigh. aAlso available on the World Wide Web. 2 aPsychosomatic Medicine vperiodicals. 0 aMedicine, Psychosomatic xResearch vPeriodicals. 1 aLeigh, Denis. 2 aScienceDirect (Online service). 41 zOnline version [v. 44 (1998)-present] uhttp://www.sciencedirect.com/science/journal/00223999 41 zOff-campus access uhttp://openurl.villanova.edu:9003/sfx_local?sid=sfx:e_collection&issn=0022-3999&genre=journal 02173cas a2200469 a 4500001001200000005001700012006001900029007001500048008004100063010001700104035002300121040005000144022002800194037008800222050001300310049000900323130003700332210002600369222004200395245005600437260007000493310002800563321003600591362003100627500005200658500003300710500009500743506006600838538003600904550012000940650003701060650002201097650002901119710005101148710005701199710002501256776009601281780007501377856012201452856011701574994001201691 testsample9 20091117160642.0 m d cr mnu|||||||| 741112c19659999pauqx pss 0 a0eng d a 2006212058 a(OCoLC)ocm39109327 aFGA cFGA dOCL dOCLCQ dFQM dNSD dEYM dHUL dPVU 0 a1559-8519 y0022-4499 21 bSociety for the Scientific Study of Sexuality, PO Box 416, Allentown, PA 18105-0416 14 aAQ5 b.J6 aPVUM 0 aJournal of sex research (Online) 1 aJ. sex res. b(Online) 4 aThe journal of sex research b(Online) 14 aThe journal of sex research h[electronic resource]. aNew York, N.Y. : bSociety for the Scientific Study of Sex, c1965- a4 issues yearly, b1967- aThree issues yearly, b1965-1966 0 aVol. 1, no. 1 (Mar. 1965)- aTitle from cover (JSTOR, viewed Apr. 18, 2007). aPlace of publication varies. aLatest issue consulted: Vol. 43, issue 4 (Nov. 2006) (SSSS website, viewed Apr. 18, 2007). aElectronic access restricted to Villanova University patrons. aMode of access: World Wide Web. aIssued by: Society for the Scientific Study of Sex, 1965-1994; Society for the Scientific Study of Sexuality, 1995- 0 aSexology xResearch vPeriodicals. 12 aSex vPeriodicals. 22 aPsychiatry vPeriodicals. 2 aSociety for the Scientific Study of Sex (U.S.) 2 aSociety for the Scientific Study of Sexuality (U.S.) 2 aJSTOR (Organization) 08 iAlso issued in print: tJournal of sex research x0022-4499 w(DLC) 68130414 w(OCoLC)1783365 00 tAdvances in sex research (Online) w(DLC) 2007234124 w(OCoLC)123208775 40 zOnline version [JSTOR: v. 1 (1965)-present ; latest 5 years unavailable] uhttp://www.jstor.org/journals/00224499.html 40 zOff-campus access uhttp://openurl.villanova.edu:9003/sfx_local?sid=sfx:e_collection&issn=0022-4499&genre=journal aC0 bPVU 01195cas a22003251a 45 001001300000005001700013007001600030008004100046010001700087022001400104030001100118035001600129037001000145040005300155050001800208090001700226210002800243222004300271245004400314260005100358300001700409362002400426500003500450506006600485530004200551650004600593710002000639856009300659856011700752 testsample10 20091117093002.0 cr bn ---||||| 751002c19709999njufr1p 0 a0eng a 75643076 0 a0047-2662 aJPHPAE aocm02240975 b07716 aDLC cDLC dNSD dDLC dOCL dRCS dAIP dNSD dOCL dNST 0 aAF204.5 b.J68 aAF204.5 b.J6 1 aJ. phenomenol. psychol. 0 aJournal of phenomenological psychology 00 aJournal of phenomenological psychology. a[Atlantic Highlands, N.J. : bHumanities Press] av. ; c23 cm. 0 aVol. 1 (fall 1970)- aAt head of title <1974->: JPP. aElectronic access restricted to Villanova University patrons. aAlso available on the World Wide Web. 0 aPhenomenological psychology vPeriodicals. 2 aIngenta (Firm). 41 zOnline version [v. 1 (1970/71)-present] uhttp://www.ingentaconnect.com/content/brill/jpp 41 zOff-campus access uhttp://openurl.villanova.edu:9003/sfx_local?sid=sfx:e_collection&issn=0047-2662&genre=journal |
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| #!/usr/bin/env python | |
| # coding: utf-8 | |
| """ | |
| Install pymarc first (https://github.com/edsu/pymarc): | |
| $ pip install pymarc | |
| Examples: | |
| $ python marcstats.py journals.mrc | |
| total 10 100% | |
| 040.d 105 1050.0% NSD [21], NST [20], DLC [16] ... | |
| 650.v 19 190.0% Periodicals. [15], periodicals. [4] ... | |
| 650.a 19 190.0% Psychotherapy [3], Mental health [1], Sex [1] ... | |
| 710.a 14 140.0% Institute for Ration [2], Indiana University. [2], ProQuest Psychology [2] ... | |
| 856.z 12 120.0% Off-campus access [6], Online version [v. 1 [1], Online version [JSTO [1] ... | |
| 500.a 12 120.0% Title from cover. [4], Editors: Mar. 1937-< [1], Editor: 1935/36-<Oct [1] ... | |
| 856.u 12 120.0% http://openurl.villa [1], http://www.ingentaco [1], http://www.sciencedi [1] ... | |
| 362.a 11 110.0% Vol. 1 (Mar. 1937)- [1], Ceased with: Vol. 17 [1], Vol. 1, no. 1 (Mar. [1] ... | |
| 260.a 11 110.0% New York : [2], [New York] : [2], New York, N.Y. : [1] ... | |
| 035.a 10 100.0% ocm10945712 [1], (OCoLC)ocm39109327 [1], ocm01588544 [1] ... | |
| 022.a 10 100.0% 0047-2662 [1], 0022-3387 [1], 0731-7158 [1] ... | |
| 010.a 10 100.0% 38003075 [1], 40012649 //r86 [1], 2006212058 [1] ... | |
| 040.c 10 100.0% DLC [3], MUL [3], NSD [2] ... | |
| 040.a 10 100.0% DLC [5], NSD [2], MUL [1] ... | |
| 001 10 100.0% ... | |
| 005 10 100.0% ... | |
| 008 10 100.0% ... | |
| 245.a 10 100.0% Journal of rational [1], Journal of quantitat [1], Rational living. [1] ... | |
| 222.a 10 100.0% The journal of sex r [1], Journal of quantitat [1], Journal of phenomeno [1] ... | |
| 260.b 10 100.0% Duke University Pres [1], Pergamon Press. [1], Plenum, [1] ... | |
| 210.a 9 90.0% J. psychosom. res. [1], J. phenomenol. psych [1], Psychother. priv. pr [1] ... | |
| 300.a 9 90.0% v. : [3], v. ; [2], 14 v. ; [1] ... | |
| 300.c 9 90.0% 23 cm. [4], 26 cm. [3], 27 cm. [1] ... | |
| 050.a 9 90.0% AQ5 [1], AC455.2.P73 [1], AC52 [1] ... | |
| 050.b 9 90.0% .J6 [2], P89 [1], J68 [1] ... | |
| 007 9 90.0% ... | |
| 785.w 8 80.0% (DLC) 88648219 [1], (DLC) 84643014 [1], (OCoLC)40524650 [1] ... | |
| 780.w 6 60.0% (DLC)sf 85001244 [1], (OCoLC)123208775 [1], (OCLC)1763461 [1] ... | |
| 506.a 6 60.0% Electronic access re [6] ... | |
| 037.b 6 60.0% Society for the Scie [1], Journal Press, 2 Com [1], Human Sciences Press [1] ... | |
| 310.a 6 60.0% Quarterly [2], Monthly, [1], Bimonthly, [1] ... | |
| 030.a 6 60.0% JOPSAM [1], JPRPAU [1], JPHPAE [1] ... | |
| 650.x 6 60.0% Research [5], Practice [1] ... | |
| 300.b 6 60.0% ill. ; [6] ... | |
| 530.a 5 50.0% Also available on th [5] ... | |
| 550.a 5 50.0% Issued by: Institute [1], Issued by: Society f [1], Journal of the Insti [1] ... | |
| 700.a 5 50.0% Rhine, J. B. [1], McDougall, William, [1], Stuart, Charles Edwa [1] ... | |
| 260.c 5 50.0% 1983-1987. [1], c1985- [1], c1957-c1970. [1] ... | |
| 032.a 4 40.0% 002051 [1], 281800 [1], 282400 [1] ... | |
| 032.b 4 40.0% USPS [4] ... | |
| 041.a 4 40.0% ger [1], ita [1], fre [1] ... | |
| 936.a 4 40.0% Vol. 1, no. 4 (Dec. [1], Summer 1984 [1], Jan. 1975 (surrogate [1] ... | |
| 785.x 4 40.0% 0022-2518 [1], 0748-1985 [1], 1522-9580 [1] ... | |
| 785.t 4 40.0% Journal of psychothe [1], Indiana University m [1], Journal of rational- [1] ... | |
| 700.d 4 40.0% 1895-1980. [1], 1887- [1], 1871-1938. [1] ... | |
| 780.t 3 30.0% Advances in sex rese [1], Rational living [1], Journal of rational [1] ... | |
| 321.b 3 30.0% 1965-1966 [1], 1957- [1], 1935-64 [1] ... | |
| 010.z 3 30.0% sc 80001624 [1], sn 84011556 [1], sn82-2030 [1] ... | |
| 310.b 3 30.0% -June 1970 [1], 1967- [1], 1965- [1] ... | |
| 710.b 3 30.0% Dept. of Mathematics [1], Parapsychology Labor [1], Graduate Institute f [1] ... | |
| 321.a 3 30.0% Bimonthly, [1], Three issues yearly, [1], Quarterly, [1] ... | |
| 049.a 2 20.0% PVUP[SERIAL] [1], PVUM [1] ... | |
| 776.w 2 20.0% (DLC) 68130414 [1], (OCoLC)1783365 [1] ... | |
| 580.a 2 20.0% Continued in 1983 by [1], Continued in July 19 [1] ... | |
| 090.a 2 20.0% AV6001 [1], AF204.5 [1] ... | |
| 090.b 2 20.0% .J72 [1], .J6 [1] ... | |
| 022.2 1 10.0% 1 [1] ... | |
| 210.b 1 10.0% (Online) [1] ... | |
| 022.y 1 10.0% 0022-4499 [1] ... | |
| 538.a 1 10.0% Mode of access: Worl [1] ... | |
| 515.a 1 10.0% Vol. 1 has only one [1] ... | |
| 546.a 1 10.0% English, French, Ger [1] ... | |
| 776.i 1 10.0% Also issued in print [1] ... | |
| 130.a 1 10.0% Journal of sex resea [1] ... | |
| 780.x 1 10.0% 0034-0049 [1] ... | |
| 776.x 1 10.0% 0022-4499 [1] ... | |
| 555.a 1 10.0% Vols. 1-16, 1937-52, [1] ... | |
| 245.h 1 10.0% [electronic resource [1] ... | |
| 006 1 10.0% ... | |
| 994.b 1 10.0% PVU [1] ... | |
| 994.a 1 10.0% C0 [1] ... | |
| 245.b 1 10.0% the journal of the I [1] ... | |
| 776.t 1 10.0% Journal of sex resea [1] ... | |
| 700.q 1 10.0% (Joseph Banks), [1] ... | |
| 222.b 1 10.0% (Online) [1] ... | |
| 246.a 1 10.0% Journal of rational- [1] ... | |
| """ | |
| from __future__ import print_function, division | |
| import collections | |
| import json | |
| import pymarc | |
| import sys | |
| if __name__ == '__main__': | |
| if len(sys.argv) < 2: | |
| print('usage: marcstats.py FILE', file=sys.stderr) | |
| sys.exit(1) | |
| stats = collections.Counter() | |
| examples = collections.defaultdict(collections.Counter) | |
| with open(sys.argv[1], 'rb') as handle: | |
| reader = pymarc.MARCReader(handle) | |
| for i, record in enumerate(reader, start=1): | |
| for field in record.as_dict().get('fields'): | |
| for k, v in field.iteritems(): | |
| if k > '009': | |
| for code, value in [(x.keys()[0], x.values()[0]) for x in v.get('subfields')]: | |
| stats['%s.%s' % (k, code)] += 1 | |
| examples['%s.%s' % (k, code)][value] += 1 | |
| else: | |
| stats['%s' % k] += 1 | |
| print('total\t%s\t100%%' % i) | |
| for k, v in stats.most_common(): | |
| ex = ', '.join(['%s [%s]' % (a[:20], b) for a, b in examples[k].most_common(3)]) | |
| print('%s\t%s\t%0.1f%%\t%s ...' % (k, v, v / i * 100, ex)) |
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