A Kopi Bubuk Arabika 18 menit B Kopi Bubuk Arabika 20 menit C

  LAMPIRAN Lampiran 1. Worksheet Uji Ranking Hedonik Tanggal uji : Januari 2012 Jenis sampel : Kopi (Bubuk dan Celup) Arabika Identifikasi sampel: Kode Kopi Bubuk Arabika 16 menit A Kopi Bubuk Arabika 18 menit B Kopi Bubuk Arabika 20 menit C Kode kombinasi urutan penyajian: ABC = 1 ACB = 2 BAC = 3 BCA = 4 CAB = 5 CBA = 6 Penyajian:

  Urutan Penyajian

  Booth Panelis Kode Sampel

I #1,7,13,19,25,31,37,43,49 862 223 756

  

II #2,8,14,20,26,32,38,44,50 544 199 681

  

III #3,9,15,21,27,33,39,45 335 918 477

I #4,10,16,22,28,34,40,46 398 954 245

  

II #5,11,17,23,29,35,41,47 113 537 829

  

III #6,12,18,24,30,36,42,48 776 662 481

Rekap kode sampel:

  

Sampel A 862 544 918 245 537 481

Sampel B 223 681 335 398 829 662

Sampel C 756 199 477 954 113 776

  Worksheet Uji Ranking Hedonik Tanggal uji : Januari 2012 Jenis sampel : Kopi (Bubuk dan Celup) Robusta Identifikasi sampel: Kode Kopi Bubuk Robusta 16 menit A Kopi Bubuk Robusta 18 menit B Kopi Bubuk Robusta 20 menit C Kode kombinasi urutan penyajian: ABC = 1 ACB = 2 BAC = 3 BCA = 4 CAB = 5 CBA = 6 Penyajian:

  Urutan Penyajian

  Booth Panelis Kode Sampel I #1,7,13,19,25,31,37,43,49 458 183 266

  II #2,8,14,20,26,32,38,44,50 522 941 614

  III #3,9,15,21,27,33,39,45 875 797 339 I #4,10,16,22,28,34,40,46 765 174 396

  II #5,11,17,23,29,35,41,47 933 459 547

  III #6,12,18,24,30,36,42,48 818 282 621 Rekap kode sampel:

  Sampel A 458 522 797 396 459 621 Sampel B 183 614 875 765 547 282 Sampel C 266 941 339 174 933 818

  Lampiran 2. Scoresheet Uji Ranking Hedonik

UJI RANGKING HEDONIK

  Nama : Tanggal : Produk : Kopi Seduh Penilaian untuk : Aroma Instruksi:

Di hadapan Anda tersedia 3 sampel kopi seduh. Ciumlah dan bandingkan ketiga sampel

dengan seksama, secara berurutan dari kiri ke kanan. Urutkan sampel dari yang paling

Anda tidak sukai (=1) hingga sampel yang paling Anda sukai (=3).

  Sampel Rangking (jangan ada yang dobel)

TERIMA KASIH

UJI RANGKING HEDONIK

  Nama : Tanggal : Produk : Kopi Seduh Penilaian untuk : Rasa Instruksi:

Di hadapan Anda tersedia 3 sampel kopi seduh. Berkumurlah dengan air putih terlebih

dahulu sebelum akan mencicipi produk yang tersedia. Minumlah kopi dengan perlahan

dan rasakan dengan lidah dan bandingkan secara berurutan dari kiri ke kanan.

Berkumurlah dengan air putih sebelum mencicipi sampel berikutnya. Urutkan sampel

dari yang paling Anda tidak sukai (=1) hingga sampel yang paling Anda sukai (=3).

  Sampel Rangking (jangan ada yang dobel)

UJI RANGKING HEDONIK

  Nama : Tanggal : Produk : Kopi Seduh Penilaian untuk : Warna Instruksi:

Di hadapan Anda tersedia 3 sampel kopi seduh. Amati dan bandingkan ketiga sampel

dengan seksama, secara berurutan dari kiri ke kanan. Urutkan sampel dari yang paling

Anda tidak sukai (=1) hingga sampel yang paling Anda sukai (=3).

  Sampel Rangking (jangan ada yang dobel)

TERIMA KASIH

UJI RANGKING HEDONIK

  Nama : Tanggal : Produk : Kopi Seduh Penilaian untuk : Kekentalan Instruksi:

Di hadapan Anda tersedia 3 sampel kopi seduh. Berkumurlah dengan air putih terlebih

dahulu sebelum akan mencicipi produk yang tersedia. Minumlah kopi dengan perlahan

dan rasakan dengan lidah dan bandingkan secara berurutan dari kiri ke kanan.

Berkumurlah dengan air putih sebelum mencicipi sampel berikutnya. Urutkan sampel

dari yang paling Anda tidak sukai (=1) hingga sampel yang paling Anda sukai (=3).

  Sampel Rangking (jangan ada yang dobel)

UJI RANGKING HEDONIK

  Nama : Tanggal : Produk : Kopi Seduh Penilaian untuk : Overall Instruksi:

Di hadapan Anda tersedia 3 sampel kopi seduh. Amati dan bandingkan sampel secara

keseluruhan (dari aroma, rasa, warna, dan kekentalan) dengan seksama, secara

berurutan dari kiri ke kanan. Urutkan sampel dari yang paling Anda tidak sukai (=1)

hingga sampel yang paling Anda sukai (=3).

  Sampel Rangking (jangan ada yang dobel)

TERIMA KASIH

  Lampiran 3. DATA UJI DAYA LARUT dan UJI SENSORI KOPI BUBUK  DAYA LARUT ARABIKA

  

Tests of Normal ity

a

  Kolmogorov -Smirnov Shapiro-Wilk Stat is tic df Sig. Stat is tic df Sig. Day a_Larut _Arabik a .172

  15 .200* .929 15 .260 *. This is a lower bound of t he true signif icance.

  a.

  Lillief ors Signif ic ance Correct ion Test of Homogeneity of Variances

  Day a_Larut_Arabika Lev ene Stat istic df 1 df 2 Sig.

  .166

  2 12 .849

  ANOVA

  Day a_Larut _Arabik a Sum of Squares df Mean Square F Sig.

  Between Groups .230 2 .115 .164 .851

  Within Groups 8. 443 12 .704

  Tot al 8. 674

  14

   DAYA LARUT ROBUSTA

Tests of Normal ity

a

  Kolmogorov -Smirnov Shapiro-Wilk Stat is tic df Sig. Stat is tic df Sig. Day a_Larut _Robusta .181

  15 .199 .946 15 .458 a. Lillief ors Signif icance Correct ion Test of Homogeneity of Variances

  Day a_Larut_Robust a Lev ene Stat istic df 1 df 2 Sig.

  1. 033

  2 12 .386 ANOVA

  Day a_Larut _Robusta Sum of Squares df Mean Square F Sig.

  Between Groups .151 2 .075 .119 .889

  Within Groups 7. 611 12 .634

  Tot al 7. 761

  14

   UJI SENSORI Arabika Robusta 16 menit 18 menit 20 menit 16 menit 18 menit 20 menit tidak disukai (1) 28% 10% 58% 22% 16% 60% disukai (2) 42% 46% 28% 40% 38% 24% paling disukai (3) 30% 44% 32% 38% 46% 16%

  Keterangan: Tabel diatas menunjukkan persentasi dari jumlah responden (orang) dalam pengujian sensori dengan jumlah panelis sebanyak 50 orang.

  

Aroma

tidak disukai (1) disukai (2) paling disukai (3)

60%

  58%

46% 46%

44% 42%

  40% 38% 38% 32% 30%

  28% 28% 24% 22% 16% 16%

  10%

16 menit 18 menit 20 menit 16 menit 18 menit 20 menit

Arabika Robusta

  Arabika Robusta 16 menit 18 menit 20 menit 16 menit 18 menit 20 menit

tidak disukai (1) 22% 26% 52% 28% 24% 48%

disukai (2) 44% 32% 24% 40% 26% 34%

paling disukai (3) 34% 42% 24% 32% 50% 18%

  Keterangan: Tabel diatas menunjukkan persentasi dari jumlah responden (orang) dalam pengujian sensori dengan jumlah panelis sebanyak 50 orang.

  

Rasa

tidak disukai (1) disukai (2) paling disukai (3)

52%

  50% 48% 44% 42%

  40% 34% 34% 32% 32%

  28% 26% 26% 24% 24% 24% 22%

  18%

16 menit 18 menit 20 menit 16 menit 18 menit 20 menit

Arabika Robusta

  Arabika Robusta 16 menit 18 menit 20 menit 16 menit 18 menit 20 menit

tidak disukai (1) 26% 10% 64% 16% 16% 68%

disukai (2) 40% 42% 18% 44% 36% 20%

paling disukai (3) 34% 48% 18% 40% 48% 12%

  Keterangan: Tabel diatas menunjukkan persentasi dari jumlah responden (orang) dalam pengujian sensori dengan jumlah panelis sebanyak 50 orang.

  Overall

tidak disukai (1) disukai (2) paling disukai (3)

68%

  64% 48% 48% 44% 42%

  40% 40% 36% 34% 26%

  20% 18% 18% 16% 16% 12%

  10%

16 menit 18 menit 20 menit 16 menit 18 menit 20 menit

Arabika Robusta

• .

  a

  59 Between Groups Within Groups Tot al

  1. 287 56 .023 1. 350

  Kadar_Abu .063 3 .021 .909 .443

  ANOVA

  a.

  Uses Harmonic Mean Sample Size = 15.000.

  1 Subset f or alpha = .05 Means f or groups in homogeneous subsets are display ed.

  N

  .208 Minggu minggu ke-1 minggu ke-4 minggu ke-3 minggu ke-2 Sig.

  15 2. 2101 15 2. 2643 15 2. 2822 15 2. 2840

  Duncan

  Lampiran 4. ANALISA DATA UJI KIMIAWI KOPI CELUP ARABIKA  Komposisi Kopi Celup Arabika per Minggu selama 1 Bulan KADAR AIR KADAR ABU Tests of Normal ity

  Kadar_Air

  Sum of Squares df Mean Square F Sig.

  59 Between Groups Within Groups Tot al

  1. 165 56 .021 1. 218

  Kadar_Air .054 3 .018 .859 .468

  ANOVA

  Lillief ors Signif ic ance Correct ion a.

  Shapiro-Wilk This is a lower bound of t he true signif icance.

  Kolmogorov -Smirnov a

  Kadar_Abu Kopi_Lolos

Stat is tic df Sig. Stat is tic df Sig.

  .095

60 .200* .939

60 .005 .113

60 .053 .966

60 .090 .108

60 .080 .966

60 .093 Kadar_Air

  Sum of Squares df Mean Square F Sig.

  Kadar_Abu a

  Duncan Subset f or alpha

  = .05 Minggu N

  1 minggu ke-4 15 4. 4800 minggu ke-3 15 4. 4833 minggu ke-1 15 4. 5406 minggu ke-2 15 4. 5511 Sig.

  .249 Means f or groups in homogeneous subsets are display ed.

  a.

  Uses Harmonic Mean Sample Size = 15.000.

KOPI LOLOS ANOVA

  Kopilolos Sum of Squares df Mean Square F Sig.

  Between Groups .002 3 .001 .064 .979

  Within Groups .676 56 .012

  Tot al .679

  59 Kopi lolos

  a Duncan Subset f or alpha = .05

  Minggu N

  1 minggu ke-1 15 1. 4491 minggu ke-3 15 1. 4533 minggu ke-2 15 1. 4615 minggu ke-4 15 1. 4647 Sig. .729

  Means f or groups in homogeneous subsets are display ed.

  a.

  Uses Harmonic Mean Sample Size = 15.000.

   Komposisi Kopi Celup Arabika dengan Variasi Berat per Kantong Kopi

KADAR AIR ANOVA

  Kadar_Air Sum of Squares df Mean Square F Sig. Between Groups .294 2 .147 9. 064 .000 Within Groups

  .924

57 .016

  Kadar_Air a

  Duncan Subset f or alpha = .05

  Berat N

  1

  2 12 gram 20 2. 1694 10 gram 20 2. 2714 8 gram 20 2. 3397

  Sig. 1. 000 .095 Means f or groups in homogeneous subsets are display ed.

  a.

  Uses Harmonic Mean Sample Size = 20.000.

KADAR ABU ANOVA

  Kadar_Abu Sum of Squares df Mean Square F Sig.

  Between Groups .148 2 .074 3. 499 .037

  Within Groups 1. 202 57 .021

  Tot al 1. 350

  59 Kadar_Abu

  a Duncan Subset f or alpha = .05 Berat N

  1

  2 10 gram 20 4. 4786 12 gram 20 4. 4788 8 gram 20 4. 5839 Sig.

  .997 1. 000 Means f or groups in homogeneous subsets are display ed.

  a.

  Uses Harmonic Mean Sample Size = 20.000.

KOPI LOLOS ANOVA

  Kopilolos Sum of Squares df Mean Square F Sig.

  Between Groups .399 2 .199 40. 627 .000

  Within Groups .280 57 .005

  Tot al .679

  59 Kopi lolos

  a

  Duncan Subset f or alpha = . 05

  Berat N

  1

  2

  3 12 gram 20 1. 3763 10 gram 20 1. 4265

  Kombinasi Perlakuan Antara Minggu Dan Berat per Kantong Kopi KADAR AIR ANOVA

  Kadar_Air Sum of Squares df Mean Square F Sig.

  Between Groups .378 11 .034 1. 964 .054 Within Groups

  .840 48 .018 Tot al

  1. 218

  59 Kadar_Ai r

  a

  Duncan Subset f or alpha = .05

  Kombinasi_Perlakuan N

  1

  2 minggu 1 berat 12 gram 5 2. 1252 minggu 3 berat 12 gram 5 2. 1598 minggu 4 berat 12 gram 5 2. 1664 minggu 1 berat 10 gram 5 2. 2260 2. 2260 minggu 2 berat 12 gram 5 2. 2260 2. 2260 minggu 2 berat 10 gram 5 2. 2596 2. 2596 minggu 1 berat 8 gram 5 2. 2792 2. 2792 minggu 3 berat 10 gram 5 2. 2934 2. 2934 minggu 4 berat 10 gram 5 2. 3066 2. 3066 minggu 4 berat 8 gram 5 2. 3198 2. 3198 minggu 2 berat 8 gram 5 2. 3664 minggu 3 berat 8 gram 5 2. 3934 Sig.

  .054 .095 Means f or groups in homogeneous s ubsets are display ed.

  a.

  Uses Harmonic Mean Sample Size = 5. 000.

KADAR ABU ANOVA

  Kadar_Abu Sum of Squares df Mean Square F Sig. Between Groups .265

  11 .024 1. 067 .406 Within Groups 1. 085

48 .023

Tot al 1. 350

  59

  KOPI LOLOS Kadar_Abu

  5 1. 3468 5 1. 3584 1. 3584 5 1. 3916 1. 3916 5 1. 4080 1. 4080 5 1. 4082 1. 4082 5 1. 4180 1. 4180 5 1. 4240 1. 4240 5 1. 4560 1. 4560 5 1. 5298 1. 5298 5 1. 5750 5 1. 5776 5 1. 5926

  59 Between Groups Within Groups Tot al

  Kopilolos .428 11 .039 7. 477 .000 .250 48 .005 .679

  ANOVA

  4 Subset f or alpha = .05 Means f or groups in homogeneous s ubset s are display ed.

  3

  2

  1

  N

  .151 .069 .113 .217 Kombinasi_Perlakuan minggu 1 berat 12 gram minggu 3 berat 12 gram minggu 2 berat 12 gram minggu 1 berat 10 gram minggu 4 berat 12 gram minggu 2 berat 10 gram minggu 3 berat 10 gram minggu 4 berat 10 gram minggu 4 berat 8 gram minggu 2 berat 8 gram minggu 3 berat 8 gram minggu 1 berat 8 gram Sig.

  a

  Duncan

  Duncan

  Kopi _Lol os

  a.

  Uses Harmonic Mean Sample Size = 5. 000.

  2 Subset f or alpha = .05 Means f or groups in homogeneous s ubsets are display ed.

  1

  N

  .087 .059 Kombinasi_Perlakuan minggu 3 berat 10 gram minggu 4 berat 12 gram minggu 4 berat 10 gram minggu 1 berat 12 gram minggu 2 berat 10 gram minggu 3 berat 12 gram minggu 2 berat 12 gram minggu 3 berat 8 gram minggu 1 berat 10 gram minggu 4 berat 8 gram minggu 1 berat 8 gram minggu 2 berat 8 gram Sig.

  5 4. 4000 5 4. 4100 4. 4100 5 4. 4600 4. 4600 5 4. 4772 4. 4772 5 4. 5072 4. 5072 5 4. 5100 4. 5100 5 4. 5178 4. 5178 5 4. 5400 4. 5400 5 4. 5472 4. 5472 5 4. 5700 4. 5700 5 4. 5974 4. 5974 5 4. 6282

  a

  Sum of Squares df Mean Square F Sig.

  

Untuk Parameter Kealkalian Abu dan Sari Kopi Menggunakan Uji Normalitas

Kolmogorov-Smirnov dengan Pendekatan Delta Instrinsik pada Tingkat

Kepercayaan 95% KEALKALIAN ABU FREQUENCY ANALYSIS - KOLMOGOROV-SMIRNOV TEST Normal distribution D obs = 0.1187737473 n =60 Test of an intrinsic hypothesis: D(.10) = 0.1039250531 D(.05) = 0.1143821082 D(.01) = 0.1331015277 TWO WAY ANOVA COMPLETELY RANDOMIZED Source SS df MS F P

• ------------------------------------------------------------------------------

  Main Effects

  brkp 8.429044E-04 2 4.214522E-04 0.2710816517 .7637 ns

  week 1.666537E-04 3 5.555124E-05 0.0357310357 .9908 ns

  Interaction

  brkp x week 7.476288E-04 6 1.246048E-04 0.0801468772 .9979 ns

  Error 0.074625872 48 0.0015547057

• ------------------------------------------------------------------------------

  Total 0.0763830589 59 Duncan's Multiple Range Test Factor: brkp Error mean square = 0.0015547057 Degrees of freedom = 48 Significance level = 5%

  LSD .05 = 0.0250701699 Trt# Mean n Non-significant ranges

• 8gr 0.7134624583 20 a 10gr 0.7109477103 20 a 12gr 0.7045581987 20 a Duncan's Multiple Range Test Factor: week Error mean square = 0.0015547057

  Degrees of freedom = 48 Significance level = 5% LSD .05 = 0.0289485386 Trt# Mean n Non-significant ranges

• minggu3 0.7123169787 15 a

SARI KOPI

  FREQUENCY ANALYSIS - KOLMOGOROV-SMIRNOV TEST Normal distribution D obs = 0.11694775358 n =60 Test of an intrinsic hypothesis: D(.10) = 0.1039250531 D(.05) = 0.1143821082 D(.01) = 0.1331015277 TWO WAY ANOVA COMPLETELY RANDOMIZED Source SS df MS F P

• ------------------------------------------------------------------------------

  Main Effects

  brkp 0.0020027766 2 0.0010013883 1.67414801 .1982 ns

  week 5.726539E-04 3 1.908846E-04 0.319126081 .8115 ns

  Interaction

  brkp x week 2.562256E-04 6 4.270427E-05 0.0713941432 .9985 ns

  Error 0.0287111052 48 5.98148E-04

• ------------------------------------------------------------------------------

  Total 0.0315427613 59 Duncan's Multiple Range Test Factor: brkp Error mean square = 5.98148E-04 Degrees of freedom = 48 Significance level = 5%

  LSD .05 = 0.0155502553 Trt# Mean n Non-significant ranges

• 8gr 0.6384733339 20 a 10gr 0.6296566119 20 a 12gr 0.6244781429 20 a Duncan's Multiple Range Test Factor: week Error mean square = 5.98148E-04

  Degrees of freedom = 48 Significance level = 5% LSD .05 = 0.0179558881 Trt# Mean n Non-significant ranges

• minggu2 0.6355461102 15 a minggu4 0.6317265031 15 a minggu1 0.6284618047 15 a minggu3 0.6277430335 15 a
• .

  KADAR KAFEIN ARABIKA Tests of Normal ity

  Lev ene's Test f or Equality of Varianc es t df Sig. (2-t ailed) Mean

  Uses Harmonic Mean Sample Size = 3. 000.

  1 Subset f or alpha = .05 Means f or groups in homogeneous subsets are display ed.

  N

  .545 Kom_Per Minggu k e-4 12 gram Minggu k e-4 8 gram Minggu k e-4 10 gram Minggu k e-1 12 gram Minggu k e-1 8 gram Minggu k e-1 10 gram Sig.

  3 1. 87200 3 1. 87233 3 1. 87267 3 1. 87700 3 1. 87900 3 1. 87967

  Kadar_Kafei n_Arabi ka Duncan a

  Interv al of the Dif f erence t-test f or Equality of Means

  Dif f erence Std. Error Dif f erence Lower Upper 95% Conf idenc e

  Berat _8gram Berat _10gram Berat _12gram F Sig.

  .269 6 .200 .916 6 .475 .236 6 .200* .948 6 .724 .219 6 .200* .894 6 .338

  Equal v ariances ass umed Equal v ariances not as sumed Equal v ariances ass umed Equal v ariances not as sumed Equal v ariances ass umed Equal v ariances not as sumed

  .000 1. 000 .646 4 .554 .007000 .010842 -. 023103 .037103 .646 3. 949 .554 .007000 .010842 -. 023256 .037256 .078 .794 .504 4 .641 .005000 .009916 -. 022532 .032532 .504 3. 781 .642 .005000 .009916 -. 023173 .033173

  

Independent Samples Test

2. 483 .190 .523 4 .629 .006667 .012745 -. 028720 .042053 .523 2. 210 .649 .006667 .012745 -. 043476 .056809

  Lillief ors Signif ic ance Correct ion a.

  Shapiro-Wilk This is a lower bound of t he t rue signif icance.

  a

  Kolmogorov -Smirnov

  Berat _8gram Berat _10gram Berat _12gram Stat is tic df Sig. Stat is tic df Sig.

  a.

  Lampiran 5. ANALISA DATA UJI KIMIAWI KOPI CELUP ROBUSTA  Komposisi Kopi Celup Robusta per Minggu selama 1 Bulan

  Tests of Normal ity a

  Kolmogorov -Smirnov Shapiro-Wilk Stat is tic df Sig. Stat is tic df Sig. Kadar_Abu .111 60 .063 .958 60 .040 Kadar_Air

  .112 60 .058 .970 60 .139 Kealkalian_Abu

  .112 60 .060 .961 60 .055 Sari_Kopi

  .114 60 .051 .952 60 .020 Kopi_Lolos

  .072 60 .200* .991 60 .934 *. This is a lower bound of t he true signif icance.

  a.

  Lillief ors Signif icance Correc tion

KADAR AIR ANOVA

  Kadar_Air Sum of Squares df Mean Square F Sig.

  Between Groups .008 3 .003 .348 .791

  Within Groups .453 56 .008

  Tot al .462

  59 Kadar_Air

  a Duncan Subset f or alpha = .05

  Minggu N

  1 minggu ke-2 15 2. 3524 minggu ke-4 15 2. 3773 minggu ke-3 15 2. 3797 minggu ke-1 15 2. 3817 Sig.

  .425 Means f or groups in homogeneous subsets are display ed.

  a.

  Uses Harmonic Mean Sample Size = 15.000.

KADAR ABU ANOVA

  Kadar_Abu Sum of Squares df Mean Square F Sig.

  Between Groups .015 3 .005 1. 248 .301

  Within Groups .228 56 .004

  Tot al

  Kadar_Abu a

  Duncan Subset f or alpha = .05

  Minggu N

  1 minggu ke-4 15 4. 6867 minggu ke-2 15 4. 6975 minggu ke-3 15 4. 7193 minggu ke-1 15 4. 7260 Sig.

  .129 Means f or groups in homogeneous subsets are display ed.

  a.

  Uses Harmonic Mean Sample Size = 15.000.

KEALKALIAN ABU ANOVA

  Kealkalian_Abu Sum of Squares df Mean Square F Sig.

  Between Groups 7. 339 3 2. 446 1. 220 .311

  Within Groups 112.300 56 2. 005

  Tot al 119.639

  59 Kealkal ian_Abu

  a

  Duncan Subset f or alpha

  = .05 Minggu N

  1 minggu ke-2 15 59. 3667 minggu ke-3 15 59. 7733 minggu ke-1 15 59. 9800 minggu ke-4 15 60. 3333 Sig.

  .093 Means f or groups in homogeneous subsets are display ed.

  a.

  Uses Harmonic Mean Sample Size = 15.000.

SARI KOPI ANOVA

  Sari_Kopi Sum of Squares df Mean Square F Sig.

  Between Groups 1. 310 3 .437 .614 .609 Within Groups 39. 836 56 .711 Tot al

  41. 146

  59

  Sari_Kopi a

  Duncan Subset f or alpha = .05

  Minggu N

  1 minggu ke-4 15 23. 0313 minggu ke-2 15 23. 1607 minggu ke-1 15 23. 2923 minggu ke-3 15 23. 4280 Sig.

  .248 Means f or groups in homogeneous subsets are display ed.

  a.

  Uses Harmonic Mean Sample Size = 15.000.

KOPI LOLOS ANOVA

  Kopi_Lolos Sum of Squares df Mean Square F Sig.

  Between Groups .012 3 .004 .407 .749

  Within Groups .530 56 .009

  Tot al .541

  59 Kopi _Lol os

  a Duncan Subset f or alpha = .05

  Minggu N

  1 minggu ke-4 15 1. 4262 minggu ke-1 15 1. 4464 minggu ke-3 15 1. 4554 minggu ke-2 15 1. 4634 Sig.

  .348 Means f or groups in homogeneous subsets are display ed.

  a.

  Uses Harmonic Mean Sample Size = 15.000.

   Komposisi Kopi Celup Robusta dengan Variasi Berat per Kantong Kopi

KADAR AIR ANOVA

  Kadar_Air Sum of Squares df Mean Square F Sig.

  Between Groups .026 2 .013 1. 680 .196

  Within Groups .436 57 .008

  Kadar_Air a

  Duncan Subset f or alpha

  = .05 Berat N

  1 10 gram 20 2. 3443 12 gram 20 2. 3811 8 gram 20 2. 3929 Sig.

  .102 Means f or groups in homogeneous subsets are display ed.

  a.

  Uses Harmonic Mean Sample Size = 20.000.

KADAR ABU ANOVA

  Kadar_Abu Sum of Squares df Mean Square F Sig.

  Between Groups .004 2 .002 .487 .617

  Within Groups .239 57 .004

  Tot al .243

  59 Kadar_Abu

  a

  Duncan Subset f or alpha

  = .05 Berat N

  1 8 gram 20 4. 7000 10 gram 20 4. 7033 12 gram 20 4. 7189

  Sig. .390 Means f or groups in homogeneous subsets are display ed.

  a.

  Uses Harmonic Mean Sample Size = 20.000.

KEALKALIAN ABU ANOVA

  Kealkalian_Abu Sum of Squares df Mean Square F Sig.

  Between Groups 3. 894 2 1. 947 .959 .389 Within Groups

  115.745 57 2. 031 Tot al

  119.639

  59

  Kealkal ian_Abu a

  Duncan Subset f or alpha

  = .05 Berat N

  1 10 gram 20 59. 6050 8 gram 20 59. 7750 12 gram 20 60. 2100 Sig.

  .211 Means f or groups in homogeneous subsets are display ed.

  a.

  Uses Harmonic Mean Sample Size = 20.000.

SARI KOPI ANOVA

  Sari_Kopi Sum of Squares df Mean Square F Sig.

  Between Groups 1. 100 2 .550 .783 .462 Within Groups 40. 046 57 .703 Tot al 41. 146

  59 Sari_Kopi

  a

  Duncan Subset f or alpha

  = .05 Berat N

  1 12 gram 20 23. 0453 10 gram 20 23. 2700 8 gram 20 23. 3689 Sig.

  .256 Means f or groups in homogeneous subsets are display ed.

  a.

  Uses Harmonic Mean Sample Size = 20.000.

KOPI LOLOS ANOVA

  Kopi_Lolos Sum of Squares df Mean Square F Sig.

  Between Groups .190 2 .095 15. 428 .000

  Within Groups .351 57 .006

  Tot al .541

  59

  Kopi _Lol os a

  Duncan Subset f or alpha = . 05

  Berat N

  1

  2

  3 12 gram 20 1. 3796 10 gram 20 1. 4465 8 gram 20 1. 5175 Sig.

  1. 000 1. 000 1. 000 Means f or groups in homogeneous subset s are display ed.

  a.

  Uses Harmonic Mean Sample Size = 20.000.

  Kombinasi Perlakuan Antara Minggu Dan Berat per Kantong Kopi KOPI LOLOS ANOVA

  Kopi_Lolos Sum of Squares df Mean Square F Sig.

  Between Groups .221 11 .020 3. 016 .004 Within Groups .320 48 .007 Tot al

  .541

  59 Kopi _Lol os

  a Duncan Subset f or alpha = .05 Kombinasi_Perlakuan N

  1

  2

  3 minggu 4 berat 12 gram 5 1. 3466 minggu 1 berat 12 gram

5 1. 3566 1. 3566

minggu 3 berat 12 gram

5 1. 3868 1. 3868

minggu 4 berat 10 gram 5 1. 4220 1. 4220 1. 4220 minggu 2 berat 12 gram 5 1. 4284 1. 4284 1. 4284 minggu 1 berat 10 gram 5 1. 4400 1. 4400 1. 4400 minggu 2 berat 10 gram 5 1. 4520 1. 4520 1. 4520 minggu 3 berat 10 gram 5 1. 4720 1. 4720 minggu 3 berat 8 gram 5 1. 5074 minggu 2 berat 8 gram 5 1. 5098 minggu 4 berat 8 gram 5 1. 5100 minggu 1 berat 8 gram 5 1. 5426 Sig.

  .082 .057 .051 Means f or groups in homogeneous s ubset s are display ed.

  a.

  Uses Harmonic Mean Sample Size = 5.000.

• .

  Interv al of the Dif f erence t-test f or Equality of Means

  Uses Harmonic Mean Sample Size = 3. 000.

  1 Subset f or alpha = .05 Means f or groups in homogeneous subsets are display ed.

  N

  .277 Kom_Per Minggu k e-4 8 gram Minggu k e-4 12 gram Minggu k e-4 10 gram Minggu k e-1 8 gram Minggu k e-1 12 gram Minggu k e-1 10 gram Sig.

  3 1. 95200 3 1. 95733 3 1. 95933 3 1. 96433 3 1. 96567 3 1. 97000

  a

  Duncan

  Kadar_Kafei n_R obusta

  Dif f erence Std. Error Dif f erence Lower Upper 95% Conf idenc e

  KADAR KAFEIN ROBUSTA Tests of Normal ity .214 6 .200* .912 6 .448 .198

  Lev ene's Test f or Equality of Varianc es t df Sig. (2-t ailed) Mean

  Berat _8gram Berat _10gram Berat _12gram F Sig.

  10. 864 .030 .554 4 .609 .008333 .015041 -. 033426 .050093 .554 2. 074 .633 .008333 .015041 -. 054218 .070885 Equal v ariances ass umed Equal v ariances not as sumed Equal v ariances ass umed Equal v ariances not as sumed Equal v ariances ass umed Equal v ariances not as sumed

  

Independent Samples Test

.706 .448 .802 4 .467 .012333 .015377 -. 030359 .055026 .802 3. 603 .472 .012333 .015377 -. 032278 .056945 .023 .888 .860 4 .438 .010667 .012401 -. 023763 .045097 .860 3. 980 .438 .010667 .012401 -. 023831 .045165

  Lillief ors Signif ic ance Correct ion a.

  Shapiro-Wilk This is a lower bound of t he t rue signif icance.

  Kolmogorov -Smirnov a

  Berat _10gram Berat _12gram Stat is tic df Sig. Stat is tic df Sig.

  6 .200* .971 6 .897 .178 6 .200* .952 6 .760 Berat _8gram

  a.

• 3.200
• 2.737

• 4.888

  251.500 Mann-Whit ney U

  Test Statistics a

  Ras a

  258.500 Mann-Whit ney U

  Test Statistics a

  Ras a Krusk al Wallis Test a. Grouping Variable: Berat_kopi b.

  Chi-Square df Asy mp. Sig.

  2 .002

  12. 559

  Test Statistics a,b

  Aroma Grouping Variable: Berat_kopi a.

  .006 Mann-Whit ney U Wilcoxon W Z Asy mp. Sig. (2-t ailed)

  280.000 745.000

  Test Statistics a

  Aroma Grouping Variable: Berat_kopi a.

  .000 Mann-Whit ney U Wilcoxon W Z Asy mp. Sig. (2-t ailed)

  140.000 605.000

  Test Statistics a

  Aroma Grouping Variable: Berat_kopi a.

  .001 Mann-Whit ney U Wilcoxon W Z Asy mp. Sig. (2-t ailed)

  250.000 715.000

  Test Statistics a

  Aroma Krusk al Wallis Test a. Grouping Variable: Berat_kopi b.

  Chi-Square df Asy mp. Sig.

  2 .000

  26. 997

  Lampiran 6. ANALISA DATA UJI RANKING HEDONIK MINGGU KE-1 ARABIKA  Aroma 8 gram dan 10 gram 8 gram dan 12 gram 10 gram dan 12 gram  Rasa 8 gram dan 10 gram 8 gram dan 12 gram Test Statistics a,b

  Ras a

  10 gram dan 12 gram a Test Statistics

  Ras a Mann-Whit ney U

  431.500 Wilcoxon W

  896.500 Z

• . 294 Asy mp. Sig. (2-t ailed)

  .769 a. Grouping Variable: Berat_kopi

   Warna a,b Test Statistics

  Warna Chi-Square

  17. 306 df

  2 Asy mp. Sig. .000 a. Krusk al Wallis Test b. Grouping Variable: Berat_kopi

  8 gram dan 10 gram 8 gram dan 12 gram a a Test Statistics Test Statistics

  Warna Warna

  Mann-Whit ney U 252.500 Mann-Whit ney U

  197.500 Wilcoxon W 717.500

  Wilcoxon W 662.500

  Z -3.135 Z

• 3.968 Asy mp. Sig. (2-t ailed)

  .002 Asy mp. Sig. (2-t ailed)

  .000 a. Grouping Variable: Berat_kopi a.

  Grouping Variable: Berat_kopi

  10 gram dan 12 gram a Test Statistics

  Warna Mann-Whit ney U

  402.500 Wilcoxon W

  867.500 Z

• . 761 Asy mp. Sig. (2-t ailed)

  .446 a. Grouping Variable: Berat_kopi

   Kekentalan a,b Test Statistics

  Kekentalan Chi-Square

  33. 326 df

  2 Asy mp. Sig. .000 a. Krusk al Wallis Test

  8 gram dan 10 gram 8 gram dan 12 gram a a Test Statistics Test Statistics

  Kekentalan Kekentalan

  Mann-Whit ney U 110.500

  Mann-Whit ney U 159.500 Wilcoxon W

  575.500 Wilcoxon W 624.500

  Z

• 5.356 Z -4.631

  Asy mp. Sig. (2-t ailed) .000 Asy mp. Sig. (2-t ailed) .000 a.

  a.

  Grouping Variable: Berat_kopi Grouping Variable: Berat_kopi

  10 gram dan 12 gram a Test Statistics

  Kekentalan Mann-Whit ney U 399.500 Wilcoxon W

  864.500 Z

• . 822 Asy mp. Sig. (2-t ailed)

  .411 a. Grouping Variable: Berat_kopi

   Overall a,b Test Statistics

  Ov erall Chi-Square

  13. 152 df

  2 Asy mp. Sig. .001 a. Krusk al Wallis Test b. Grouping Variable: Berat_kopi

  8 gram dan 10 gram 8 gram dan 12 gra a a Test Statistics Test Statistics

  Ov erall Ov erall

  Mann-Whit ney U 222.000 Mann-Whit ney U 318.000

  Wilcoxon W Wilcoxon W

  687.000 783.000

  Z Z

• 3.576
• 2.095

  Asy mp. Sig. (2-t ailed) Asy mp. Sig. (2-t ailed)

  .000 .036 a.

  a.

  Grouping Variable: Berat_kopi Grouping Variable: Berat_kopi

  10 gram dan 12 gram a Test Statistics

  Ov erall Mann-Whit ney U 348.000 Wilcoxon W

  813.000 Z

• 1.622 Asy mp. Sig. (2-t ailed)

  .105

   ROBUSTA  Aroma a,b Test Statistics

  Aroma Chi-Square

  11. 076 df

  2 Asy mp. Sig. .004 a. Krusk al Wallis Test b. Grouping Variable: Berat_kopi

  8 gram dan 10 gram 8 gram dan 12 gram a a Test Statistics Test Statistics

  Aroma Aroma

  Mann-Whit ney U 286.000 Mann-Whit ney U

  254.000 Wilcoxon W

  751.000 Wilcoxon W 719.000

  Z

• 2.584 Z -3.080

  Asy mp. Sig. (2-t ailed) .010 Asy mp. Sig. (2-t ailed)

  .002 a. Grouping Variable: Berat_kopi a.

  Grouping Variable: Berat_kopi

  10 gram dan 12 gram a Test Statistics

  Aroma Mann-Whit ney U 406.000 Wilcoxon W 871.000 Z

• . 698 Asy mp. Sig. (2-t ailed)

  .485 a. Grouping Variable: Berat_kopi

   Rasa a,b Test Statistics

  Ras a Chi-Square 8. 999 df

  2 Asy mp. Sig. .011 a. Krusk al Wallis Test b. Grouping Variable: Berat_kopi

  8 gram dan 10 gram 8 gram dan 12 gram a a Test Statistics Test Statistics

  Ras a Ras a

  Mann-Whit ney U 275.500 Mann-Whit ney U

  444.500 Wilcoxon W 740.500 Wilcoxon W

  909.500 Z -2.747 Z

• . 087 Asy mp. Sig. (2-t ailed) .006 Asy mp. Sig. (2-t ailed)

  .930

  10 gram dan 12 gram a Test Statistics

  Ras a Mann-Whit ney U

  294.500 Wilcoxon W

  759.500 Z

• 2.445 Asy mp. Sig. (2-t ailed)

  .014 a. Grouping Variable: Berat_kopi

   Warna a,b Test Statistics

  Warna Chi-Square

  11. 570 df

  2 Asy mp. Sig. .003 a. Krusk al Wallis Test b. Grouping Variable: Berat_kopi

  8 gram dan 10 gram 8 gram dan 12 gram a a Test Statistics Test Statistics

  Warna Warna

  Mann-Whit ney U Mann-Whit ney U

  243.000 297.000

  Wilcoxon W Wilcoxon W

  708.000 762.000

  Z Z

• 3.249
• 2.414

  Asy mp. Sig. (2-t ailed) .001

  Asy mp. Sig. (2-t ailed) .016 a.

  a.

  Grouping Variable: Berat_kopi Grouping Variable: Berat_kopi

  10 gram dan 12 gram a Test Statistics

  Warna Mann-Whit ney U

  387.000 Wilcoxon W

  852.000 Z

• . 999 Asy mp. Sig. (2-t ailed) .318 a.

  Grouping Variable: Berat_kopi

   Kekentalan a,b Test Statistics

  Kekentalan Chi-Square

  20. 866 df

  2 Asy mp. Sig. .000 a. Krusk al Wallis Test

  8 gram dan 10 gram 8 gram dan 12 gram a a Test Statistics Test Statistics

  Kekentalan Kekentalan

  Mann-Whit ney U 171.000 Mann-Whit ney U

  279.000 Wilcoxon W 636.000

  Wilcoxon W 744.000

  Z

• 4.384 Z -2.724

  Asy mp. Sig. (2-t ailed) .000

  Asy mp. Sig. (2-t ailed) .006 a.

  Grouping Variable: Berat_kopi a. Grouping Variable: Berat_kopi

  10 gram dan 12 gram a Test Statistics

  Kekentalan Mann-Whit ney U 309.000 Wilcoxon W 774.000 Z -2.250 Asy mp. Sig. (2-t ailed)

  .024 a. Grouping Variable: Berat_kopi

   Overall a,b Test Statistics

  Ov erall Chi-Square 8. 999 df

  2 Asy mp. Sig. .011 a. Krusk al Wallis Test b. Grouping Variable: Berat_kopi

  8 gram dan 10 gram 8 gram dan 12 gram a a Test Statistics Test Statistics

  Ov erall Ov erall

  Mann-Whit ney U 328.000 Mann-Whit ney U

  272.000 Wilcoxon W

  793.000 Wilcoxon W 737.000

  Z

• 1.928 Z -2.807

  Asy mp. Sig. (2-t ailed) .054 Asy mp. Sig. (2-t ailed)

  .005 a. Grouping Variable: Berat_kopi a.

  Grouping Variable: Berat_kopi

  10 gram dan 12 gram a Test Statistics

  Ov erall Mann-Whit ney U 358.000 Wilcoxon W 823.000 Z -1.455 Asy mp. Sig. (2-t ailed)

  .146 a. Grouping Variable: Berat_kopi

  Lampiran 7. ANALISA DATA UJI RANKING HEDONIK MINGGU KE-4 ARABIKA  Aroma a,b Test Statistics

  Aroma Chi-Square

  12. 262 df

  2 Asy mp. Sig. .002 a. Krusk al Wallis Test b. Grouping Variable: Berat_kopi

  8 gram dan 10 gram 8 gram dan 12 gram a a Test Statistics Test Statistics

  Aroma Aroma

  Mann-Whit ney U Mann-Whit ney U 312.000

  228.000 Wilcoxon W Wilcoxon W

  777.000 693.000

  Z Z

• 2.191
• 3.482 Asy mp. Sig. (2-t ailed) Asy mp. Sig. (2-t ailed)

  .028 .000 a. a. Grouping Variable: Berat_kopi Grouping Variable: Berat_kopi

  10 gram dan 12 gram a Test Statistics

  Aroma Mann-Whit ney U 372.000 Wilcoxon W

  837.000 Z

• 1.240 Asy mp. Sig. (2-t ailed)

  .215 a. Grouping Variable: Berat_kopi

   Rasa a,b Test Statistics

  Ras a Chi-Square

  8. 999 df

  2 Asy mp. Sig. .011 a. Krusk al Wallis Test b. Grouping Variable: Berat_kopi

  8 gram dan 10 gram 8 gram dan 12 gram a a Test Statistics Test Statistics

  Ras a Ras a

  Mann-Whit ney U 267.000

  Mann-Whit ney U 333.000

  Wilcoxon W 732.000

  Wilcoxon W 798.000

  10 gram dan 12 gram a Test Statistics

  Ras a Mann-Whit ney U 363.000 Wilcoxon W 828.000 Z -1.376 Asy mp. Sig. (2-t ailed)

  .169 a. Grouping Variable: Berat_kopi

   Warna a,b Test Statistics

  Warna Chi-Square 21. 657 df

  2 Asy mp. Sig. .000 a. Krusk al Wallis Test b. Grouping Variable: Berat_kopi

  8 gram dan 10 gram 8 gram dan 12 gram a a Test Statistics Test Statistics

  Warna Warna

  Mann-Whit ney U 211.000 Mann-Whit ney U 179.000

  Wilcoxon W 676.000 Wilcoxon W

  644.000 Z

• 3.782 Z -4.267

  Asy mp. Sig. (2-t ailed) .000 Asy mp. Sig. (2-t ailed)

  .000 a. Grouping Variable: Berat_kopi a.

  Grouping Variable: Berat_kopi

  10 gram dan 12 gram a Test Statistics Warna Mann-Whit ney U 421.000

  Wilcoxon W 886.000 Z

• . 466 Asy mp. Sig. (2-t ailed) .642 a.

  Grouping Variable: Berat_kopi  Kekentalan a,b Test Statistics

  Kekentalan Chi-Square

  12. 757 df

  2 Asy mp. Sig. .002 a. Krusk al Wallis Test

  8 gram dan 10 gram 8 gram dan 12 gram a a Test Statistics Test Statistics

  Kekentalan Kekentalan

  Mann-Whit ney U Mann-Whit ney U

  242.000 418.000

  Wilcoxon W Wilcoxon W

  707.000 883.000

  Z Z

• 3.269
• . 508

  Asy mp. Sig. (2-t ailed) Asy mp. Sig. (2-t ailed)

  .001 .611 a.

  a.

  Grouping Variable: Berat_kopi Grouping Variable: Berat_kopi

  10 gram dan 12 gram a Test Statistics

  Kekentalan Mann-Whit ney U 268.000 Wilcoxon W

  733.000 Z

• 2.868 Asy mp. Sig. (2-t ailed)

  .004 a. Grouping Variable: Berat_kopi

   Overall a,b Test Statistics

  Ov erall Chi-Square 11. 966 df

  2 Asy mp. Sig. .003 a. Krusk al Wallis Test b. Grouping Variable: Berat_kopi

  8 gram dan 10 gram 8 gram dan 12 gram a a Test Statistics Test Statistics

  Ov erall Ov erall

  Mann-Whit ney U 241.000

  Mann-Whit ney U 329.000

  Wilcoxon W 706.000

  Wilcoxon W 794.000

  Z

• 3.289 Z -1.916

  Asy mp. Sig. (2-t ailed) .001 Asy mp. Sig. (2-t ailed)

  .055 a.

  Grouping Variable: Berat_kopi a. Grouping Variable: Berat_kopi

  10 gram dan 12 gram a Test Statistics

  Ov erall Mann-Whit ney U 329.000 Wilcoxon W 794.000 Z -1.925 Asy mp. Sig. (2-t ailed) .054 a.

  Grouping Variable: Berat_kopi

  ROBUSTA  Aroma a,b Test Statistics

  Aroma Chi-Square

  10. 977 df

  2 Asy mp. Sig. .004 a. Krusk al Wallis Test b. Grouping Variable: Berat_kopi

  8 gram dan 10 gram 8 gram dan 12 gram a a Test Statistics Test Statistics

  Aroma Aroma

  Mann-Whit ney U Mann-Whit ney U 346.500

  253.500 Wilcoxon W Wilcoxon W

  811.500 718.500

  Z Z

• 1.638
• 3.099 Asy mp. Sig. (2-t ailed) Asy mp. Sig. (2-t ailed)

  .101 .002 a. a. Grouping Variable: Berat_kopi Grouping Variable: Berat_kopi

  10 gram dan 12 gram a Test Statistics

  Aroma Mann-Whit ney U

  316.500 Wilcoxon W 781.500 Z -2.116 Asy mp. Sig. (2-t ailed)

  .034 a. Grouping Variable: Berat_kopi

   Rasa a,b Test Statistics