Ulangan 2 Ulangan 3 Ulangan 4 Ulangan 5
Perpustakaan Unika
7. LAMPIRAN Lampiran 1. Kurva Standar
12 y = 0,8673x + 1,4165
10 R² = 0,971
8 Series1
6 Linear (Series1)
4
2
2
4
6
8
10
12 Lampiran 2. Perhitungan
2.1. Persetase Recovery Kadmium (Cd)
2.2. Jumlah Logam Cd yang Terserap oleh Fraksi Terlarut y = 1,4165x + 0,8673
2 R = 0,971
2.2.1. Konsentrasi 10%
2.2.1.1. Ukuran Partikel 40 mesh Ulangan 1 Ulangan 2 Ulangan 3 Ulangan 4 Ulangan 5
2.2.1.2. Ukuran Partikel 80 mesh Ulangan 1 Ulangan 2 Perpustakaan Unika
Perpustakaan Unika
2.2.1.3. Ukuran Partikel 100 mesh Ulangan 1 Ulangan 3 Ulangan 2 Ulangan 4 Ulangan 3 Ulangan 5 Ulangan 4
Ulangan 5
2.2.2. Konsentrasi 15%
2.2.2.1. Ukuran Partikel 40 mesh Ulangan 1 Ulangan 2 Ulangan 3 Ulangan 4 Ulangan 5
2.2.2.2. Ukuran Partikel 80 mesh Ulangan 1 Perpustakaan Unika
Ulangan 2 Ulangan 3 Ulangan 4 Ulangan 5
2.2.2.3. Ukuran Partikel 100 mesh Ulangan 1 Ulangan 2 Ulangan 3 Perpustakaan Unika
Ulangan 4 Ulangan 5
2.2.3. Konsentrasi 20% Ulangan 1 Ulangan 2 Ulangan 3 Ulangan 4 Ulangan 5
2.2.2.2. Ukuran Partikel 80 mesh Ulangan 1 Perpustakaan Unika
Ulangan 2 Ulangan 3 Ulangan 4 Ulangan 5
2.2.2.3. Ukuran Partikel 100 mesh Ulangan 1 Ulangan 2 Ulangan 3 Perpustakaan Unika
Ulangan 4 Ulangan 5
2.2.4. Kontrol
2.2.4.1. Konsentrasi 10% Ulangan 1 Ulangan 2 Ulangan 3 Ulangan 4 Ulangan 5
2.2.4.2. Konsentrasi 15% Ulangan 1 Perpustakaan Unika
Ulangan 2 Ulangan 3 Ulangan 4 Ulangan 5
2.2.4.3. Konsentrasi 20% Ulangan 1 Ulangan 2 Ulangan 3 Perpustakaan Unika
Perpustakaan Unika Ulangan 4 Ulangan 5
2.3. Jumlah Logam Cd yang Terserap oleh Fraksi Tidak Tidak Terlarut
y = 1,4165 + 0,8673x
2 R = 0,971
2.3.1. Konsentrasi 10%
2.3.1.1. Ukuran Partikel 40 mesh Ulangan 1
Ulangan 2 Ulangan 3 Ulangan 4 Ulangan 5
2.3.1.2. Ukuran Partikel 80 mesh Ulangan 1 Ulangan 2 Ulangan 3 Ulangan 4 Perpustakaan Unika
× 0,86 × 5 Ulangan 5
8,63 × 0,86 × 5 Ulangan 2 Ulangan 3
Jumlah Ulangan 4 Ulangan 5
2.3.1.3. Ukuran Partikel 100 mesh Ulangan 1
2.3.2. Konsentrasi 15%
2.3.2.1. Ukuran Partikel 40 mesh Ulangan 1 Perpustakaan Unika
Perpustakaan Unika Ulangan 2
2.3.2.2. Ukuran Partikel 80 mesh Ulangan 1 Jumlah Ulangan 3 Ulangan 2 Ulangan 4 Ulangan 3 Ulangan 5
Perpustakaan Unika Ulangan 4 Ulangan 3 Ulangan 5 Ulangan 4
2.3.2.3. Ukuran Partikel 100 mesh Ulangan 1 Ulangan 5
× 1,23 × 5 Ulangan 2
6,55 × 1,68 × 5 Ulangan 5
2.3.3.2. Ukuran Partikel 80 mesh Ulangan 1 8,4 × 1,62 × 5 Ulangan 2
Perpustakaan Unika
2.3.3. Konsentrasi 20%
2.3.3.1. Ukuran Partikel 40 mesh Ulangan 1 Ulangan 2 Ulangan 3 Ulangan 4
= 67,79 Ulangan 4 Ulangan 5
,16 Ulangan 3 Ulangan 4 Ulangan 5
Perpustakaan Unika
2.3.3.3. Ukuran Partikel 100 mesh Ulangan 1 Ulangan 2
Perpustakaan Unika
2.3.4. Kontrol
2.3.4.2.1. Konsentrasi 10% Ulangan 1 Ulangan 5 Ulangan 2
2.3.4.2.2. Konsentrasi 15% Ulangan 1 Ulangan 3 Ulangan 2 Ulangan 4
Perpustakaan Unika Ulangan 3 Ulangan 2 Ulangan 4 Ulangan 3 Ulangan 5 Ulangan 4
2.3.4.2.3. Konsentrasi 20% Ulangan 5 Ulangan 1
Perpustakaan Unika Lampiran 3. Hasil Normalitas Data
3.1. Tabel Normalitas Fraksi Terlarut, Tidak Terlarut dan Total
Tests of Normal ity
aKolmogorov -Smirnov Shapiro-Wilk Mesh Stat istic df Sig. Stat istic df Sig. Terlarut 40 mesh
.199 15 .114 .872 15 .037 80 mesh .245 15 .015 .873 15 .037 100 mesh
.114 15 .200* .975 15 .922 Tidak_Terlarut 40 mesh
.386 15 .000 .708 15 .000 80 mesh .206 15 .087 .861 15 .025 100 mesh
.211 15 .072 .867 15 .030 Total 40 mesh
.246 15 .015 .896 15 .083 80 mesh .234 15 .027 .909 15 .130 100 mesh
.180 15 .200* .917 15 .173 *. This is a lower bound of the true signif icance.
a.
Lillief ors Signif icance Correction
Tests of Normali ty a
Kolmogorov -Smirnov Shapiro-Wilk Konsentrasi Stat istic df Sig. Stat istic df Sig. Terlarut 10% .144 15 .200* .896 15 .084
15% .260 15 .007 .855 15 .020
20% .151 15 .200* .924 15 .224
Tidak_Terlarut 10% .197 15 .123 .861 15 .025
15% .293 15 .001 .707 15 .000
20% .254 15 .010 .853 15 .019
Total 10% .139 15 .200* .932 15 .291
15% .226 15 .038 .898 15 .089 20%
.104 15 .200* .964 15 .766 *. This is a lower bound of t he true signif icance.
a.
Lillief ors Signif icance Correct ion
- .
5 15.6300 2.06222
Mean Std. Dev iat ion N
Konsentrasi 10% 15% 20% Total
45 Mesh 40 mesh 80 mesh 100 mesh Total 40 mesh 80 mesh 100 mesh Total 40 mesh 80 mesh 100 mesh Total 40 mesh 80 mesh 100 mesh Total
15 22.9798 8.87682
15 18.4393 6.16434
15 20.7907 9.06020
15 29.7093 7.19859
5 16.8333 4.33758
5 14.7780 3.50973
5 14.5260 3.96706
15 21.1960 1.43839
5 21.5520 9.67596
5 14.9620 4.00236
15 34.0640 3.68816
3.2. Tabel Normalitas Kontrol (Terlarut, Tidak Terlarut dan Total) Lampiran 4. Tabel Deskriptif Statistik
5 30.5540 5.57527
5 25.5780 3.01458
5 32.2160 4.66843
Dependent Variable: Terlarut 33.8680 5.45702
Descriptive Statistics
Lillief ors Signif icance Correct ion a.
Shapiro-Wilk This is a lower bound of t he true signif icance.
a
Kolmogorov -Smirnov
Terlarut Tidak_Terlarut Total Stat istic df Sig. Stat istic df Sig.
Konsentrasi 10% 15% 20% 10% 15% 20% 10% 15% 20%
.208 5 .200* .971 5 .882 .223 5 .200* .968 5 .864 .195 5 .200* .976 5 .910 .262 5 .200* .895 5 .384 .210 5 .200* .948 5 .723 .232 5 .200* .872 5 .275 .220 5 .200* .921 5 .537 .207 5 .200* .938 5 .652 .247 5 .200* .876 5 .292
4.1. Tabel Deskriptif Statistik Fraksi Terlarut Tests of Normali ty
Perpustakaan Unika
4.2. Tabel Deskriptif Statistik Fraksi Tidak Terlarut
15 72.3060 5.19208
5 59.0420 4.60614
5 60.5260 3.15597
5 55.9320 7.19225
15 47.6220 4.36525
5 64.4820 2.73727
5 67.0560 4.28571
5 59.7200 9.61374
5 83.2400 4.85226
Descriptive Statistics
5 81.4920 5.03791
5 79.0127 6.80606
15 56.0520 12.85986
15 68.9213 11.40388
15 Mesh 40 mesh 80 mesh 100 mesh Total 40 mesh 80 mesh 100 mesh Total 40 mesh 80 mesh 100 mesh Total 40 mesh 80 mesh
Konsentrasi 10% 15% 20% Total
Mean Std. Dev iat ion N
Dependent Variable: Total 48.2280 6.10019
Mean Std. Dev iat ion N
4.3. Tabel Deskriptif Statistik Fraksi Total
Descriptive Statistics
5 38.1660 18.19307
Dependent Variable: Tidak_Terlarut 14.3600 1.70807
5 26.8280 .78334
5 34.9480 .60093
5 25.3787 8.82767
15 13.5560 1.37939
5 48.8500 3.45913
5 52.0920 1.55643
15 51.1120 4.79178
Konsentrasi 10% 15% 20% Total
5 68.7120 2.24636
5 66.7140 2.27570
5 62.1793 8.70701
15 26.3427 18.35005
15 48.1300 17.84870
15 51.2513 13.52206
15 41.9080 19.80497
45 Mesh 40 mesh 80 mesh 100 mesh Total 40 mesh 80 mesh 100 mesh Total 40 mesh 80 mesh 100 mesh Total 40 mesh 80 mesh 100 mesh Total
Perpustakaan Unika
4.4. Tabel Deskriptif Statistik Kontrol (Fraksi Terlarut, Tidak Terlarut dan Total) Descriptives
5 37.03900 .913540 .408548 35.90469 38.17331 35.832 38.002 5 13.23500 1.566150 .700404 11.29037 15.17963 10.564 14.574 5 7.76720 1.019355 .455869 6.50150 9.03290 6.334 8.820 15 19.34707 13.200600 3.408380 12.03682 26.65732 6.334 38.002 5 32.38040 .662887 .296452 31.55732 33.20348 31.425 33.224 5 57.93600 1.726478 .772105 55.79229 60.07971 56.232 60.400 5 79.01360 1.900449 .849907 76.65388 81.37332 76.463 81.410 15 56.44333 19.787218 5.109038 45.48554 67.40113 31.425 81.410 5 69.41960 1.305491 .583833 67.79862 71.04058 67.957 70.584 5 71.17080 1.773797 .793266 68.96834 73.37326 69.560 74.088 5 86.78060 2.670402 1.194240 83.46486 90.09634 82.797 89.289 15 75.79033 8.287203 2.139747 71.20103 80.37963 67.957 89.289
10% 15% 20% Total 10% 15% 20% Total 10% 15% 20% Total
Terlarut Tidak_Terlarut Total
N Mean Std. Dev iat ion Std. Error Lower Bound Upper Bound 95% Conf idence Interv al f or
Mean Minimum Maximum
Perpustakaan Unika
64 Perpustakaan Unika
Lampiran 5. Tabel Anova
5.1. Tabel Two-Way Anova Fraksi Terlarut a Levene's Test of Equali ty of Error Variances
Dependent Variable: Terlarut F df 1 df 2 Sig.
2.191
8 36 .052 Tests the null hy pothesis that the error v ariance of t he dependent v ariable is equal across groups.
a.
Design: Intercept+Konsentrasi+Mesh+Konsentrasi * Mesh
Tests of Between-Subjects Effects
Dependent Variable: Terlarut Ty pe I II Sum Source of Squares df Mean Square F Sig.
a
Corrected Model 2968.466 8 371.058 26.789 .000 Intercept
23763.158 1 23763.158 1715.615 .000 Konsentrasi
1457.793 2 728.896 52.624 .000 Mesh 1060.421 2 530.211 38.279 .000 Konsentrasi * Mesh
450.253 4 112.563 8.127 .000 Error
498.640 36 13.851 Total
27230.264
45 Corrected Total 3467.106
44 a. R Squared = . 856 (Adjusted R Squared = .824)
5.2. Tabel Two-Way Anova Fraksi Tidak Terlarut a Levene's Test of Equali ty of Error Variances
Dependent Variable: Tidak_Terlarut F df 1 df 2 Sig.
4.556
8 36 .001 Tests the null hy pothesis that the error v ariance of t he dependent v ariable is equal across groups.
a.
Design: Intercept+Konsentrasi+Mesh+Konsentrasi * Mesh
65
Design: Intercept+Konsentrasi+Mesh+Konsentrasi * Mesh a.
R Squared = . 896 (Adjusted R Squared = .873) a.
Ty pe I II Sum of Squares df Mean Square F Sig.
44 Source Corrected Model Intercept Konsentrasi Mesh Konsentrasi * Mesh Error Total Corrected Total
45 7263.016
196734.679
148.682 4 37.171 1.768 .157 756.748 36 21.021
4596.366 2 2298.183 109.329 .000 1761.220 2 880.610 41.892 .000
8 813.284 38.689 .000 189471.662 1 189471.662 9013.538 .000
a
Dependent Variable: Total 6506.268
Tests of Between-Subjects Effects
8 36 .444 F df 1 df 2 Sig. Tests the null hy pothesis that the error v ariance of t he dependent v ariable is equal across groups.
5.3. Tabel Two-Way Anova Total
Tests of Between-Subjects Effects
Dependent Variable: Total 1.012
Levene's Test of Equali ty of Error Variances a
R Squared = . 988 (Adjusted R Squared = .985) a.
Ty pe I II Sum of Squares df Mean Square F Sig.
44 Source Corrected Model Intercept Konsentrasi Mesh Konsentrasi * Mesh Error Total Corrected Total
45 17258.412
213.477 36 5.930 96291.033
5524.361 2 2762.181 465.805 .000 1048.348 4 262.087 44.198 .000
8 2130.617 359.300 .000 79032.621 1 79032.621 13327.802 .000 10472.226 2 5236.113 883.001 .000
a
Dependent Variable: Tidak_Terlarut 17044.935
Perpustakaan Unika
66 Perpustakaan Unika
5.4. Tabel One-Way Anova Kontrol
Test of Homogeneity of Variances
Lev ene St at ist ic df 1 df 2 Sig. Terlarut
.631
2 12 .549 Tidak_Terlarut 1.554
2 12 .251 Total
5.078
2 12 .025
ANOVA
Sum of Squares df Mean Square F Sig. Terlarut Between Groups
862.852 2 431.426 33.843 .000 Within Groups
152.975 12 12.748 Total 1015.827
14 Tidak_Terlarut Between Groups 5130.221 2 2565.111 258.057 .000
Within Groups 119.281 12 9.940
Total 5249.502
14 Total Between Groups 1926.841 2 963.420 38.437 .000
Within Groups 300.778 12 25.065
Total 2227.619
14 Lampiran 6. Tabel Post Hoc
6.1. Tabel Post Hoc Fraksi Terlarut
Terl arut
a,bDuncan Subset
Konsentrasi N
1
2
3 20% 15 16.8333 15% 15 21.5520 10% 15 30.5540 Sig. 1.000 1.000 1.000 Means f or groups in homogeneous subset s are display ed.
Based on Ty pe III Sum of Squares The error t erm is Mean Square(Error) = 13.851.
a.
Uses Harmonic Mean Sample Size = 15.000.
b.
Alpha = .05.
67 Perpustakaan Unika
Terl arut a,b
Duncan Subset
Mesh N
1
2 100 mesh 15 18.4393 80 mesh 15 20.7907 40 mesh 15 29.7093 Sig.
.092 1.000 Means f or groups in homogeneous subset s are display ed. Based on Ty pe III Sum of Squares The error t erm is Mean Square(Error) = 13.851.
a.
Uses Harmonic Mean Sample Size = 15.000.
b.
Alpha = .05.
6.2. Tabel Post Hoc Fraksi Tidak Terlarut
Tidak_Terlarut
a,bDuncan Subset
Konsentrasi N
1
2
3 10% 15 25.3787 15% 15 38.1660 20% 15 62.1793 Sig.
1.000 1.000 1.000 Means f or groups in homogeneous subset s are display ed. Based on Ty pe III Sum of Squares The error t erm is Mean Square(Error) = 5.930.
a.
Uses Harmonic Mean Sample Size = 15.000.
b.
Alpha = .05.
Tidak_Terlarut
a,bDuncan Subset
Mesh N
1
2
3 40 mesh 15 26.3427 80 mesh 15 48.1300 100 mesh 15 51.2513 Sig.
1.000 1.000 1.000 Means f or groups in homogeneous subsets are display ed. Based on Ty pe III Sum of Squares The error term is Mean Square(Error) = 5.930.
68 Perpustakaan Unika
6.3. Tabel Post Hoc Total
Total
a,bDuncan Subset
Konsentrasi N
1
2
3 10% 15 55.9320 15% 15 59.7200 20% 15 79.0127 Sig.
1.000 1.000 1.000 Means f or groups in homogeneous subset s are display ed. Based on Ty pe III Sum of Squares The error t erm is Mean Square(Error) = 21.021.
a.
Uses Harmonic Mean Sample Size = 15.000.
b.
Alpha = .05.
Total a,b
Duncan Subset
Mesh N
1
2 40 mesh 15 56.0520 80 mesh 15 68.9213 100 mesh 15 69.6913 Sig.
1.000 .648 Means f or groups in homogeneous subset s are display ed. Based on Ty pe III Sum of Squares The error t erm is Mean Square(Error) = 21.021.
a.
Uses Harmonic Mean Sample Size = 15.000.
b.
Alpha = .05.
6.4. Tabel Post Hoc Kontrol (Fraksi Terlarut)
Terl arut
aDuncan Subset f or alpha = .05
Konsentrasi N
1
2
3 20% 5 12.1620 15% 5 18.4320 10% 5 30.4420 Sig.
1.000 1.000 1.000 Means f or groups in homogeneous subset s are display ed.
69 Perpustakaan Unika
6.5. Tabel Post Hoc Kontrol (Fraksi Tidak Terlarut)
Tidak_Terlarut
aDuncan Subset f or alpha = .05
Konsentrasi N
1
2
3 10% 5 33.2300 15% 5 52.6600 20% 5 78.3840 Sig. 1.000 1.000 1.000 Means f or groups in homogeneous subset s are display ed.
a.
Uses Harmonic Mean Sample Size = 5.000.
6.6. Tabel Post Hoc Kontrol (Fraksi Total)
Total
aDuncan Subset f or alpha = .05
Konsentrasi N
1
2
3 10% 5 63.6740 15% 5 71.0860 20% 5 90.5500 Sig. 1.000 1.000 1.000 Means f or groups in homogeneous subset s are display ed.
a.
Uses Harmonic Mean Sample Size = 5.000.