Introduction
Categorical datasets are typically analysed through marginal summaries (e.g., contingency tables) or dimension-reduction techniques such as Multiple Correspondence Analysis (MCA). While these approaches are useful, they do not directly expose the pairwise association structure between variables or between specific category levels.
The catgraph package provides a network-based framework
for exploring categorical association structure at two complementary
resolutions:
Variable level — nodes are variables; edges encode pairwise association strength via phi (2×2 tables) or Cramér’s V (larger tables).
Modality level — nodes are category levels (modalities); edges encode cross-variable co-occurrence structure using 2×2 association measures.
Both representations are descriptive and operate on marginal associations. They do not estimate conditional independence or causal structure.
Conceptual framing
The methods implemented in catgraph belong to the class
of pairwise association networks.
- Edges quantify marginal dependence between variables or modalities.
- No conditioning is performed on other variables.
- As a result, edges may reflect indirect relationships.
This distinguishes catgraph from:
- Graphical models (e.g., Bayesian networks), which target conditional independence.
- Latent variable models (e.g., MCA, LCA), which summarise structure in reduced dimensions.
The overall workflow is:
categorical data
-> pairwise contingency structure
-> effect-size weighted network
-> pruning, community detection, visualisation
---
## Scope and interpretation
### Variable-level graphs
A `catgraph` is a **pairwise marginal association network**, not a
conditional-independence graphical model. An edge between variables `A`
and `B` indicates that `A` and `B` are dependent in their bivariate
contingency table. It does **not** mean that `A` and `B` remain dependent
after controlling for all other variables.
Practical implications:
* **Triangles may reflect confounding.** If `A`, `B`, and `C` form a triangle,
they may all be directly associated, or a common cause may induce
pairwise dependence among them.
* **Central nodes need careful reading.** A highly central variable may
reflect high cardinality, broad association, or common-cause structure.
It should not be interpreted as a causal driver.
* **Communities describe co-variation, not independence blocks.**
Louvain or Walktrap communities identify groups of variables that
co-vary pairwise. They are not conditional-independence modules.
### Modality-level graphs
A modality graph is a **category co-association network**. Nodes are
modalities (factor levels) such as `smoking_status=current` or
`bmi_category=obese`. Edges are restricted to **cross-variable** modality
pairs — same-variable modalities are excluded by construction, because
modalities from the same variable are mutually exclusive by definition.
Edge weights use the phi coefficient on the 2×2 indicator table, and the
signed standardised Pearson residual is stored as a separate edge attribute
for interpretation.
**What this layer is:** a descriptive map of which category levels tend to
co-occur across different variables. It sits in the same methodological
family as Multiple Correspondence Analysis (MCA) and two-mode affiliation
networks — a tool for mapping the structure of category co-association.
**What this layer is not:** a respondent-segmentation method. Community
detection here groups *modalities*, not participants. For respondent-level
segmentation, use \pkg{poLCA} (latent class analysis) or
\code{FactoMineR::MCA()} followed by \code{FactoMineR::HCPC()}
(MCA + hierarchical clustering of respondents). These are complementary
tools answering a different question, and `catgraph` does not replace
them.
### When to use `catgraph`
`catgraph` answers two specific descriptive questions. It is most useful
when those are the questions you have.
| Your question | Use |
|-----------------------------------------------------------------|------------------------------------------------|
| How do categorical variables co-vary pairwise? | `catgraph` **variable-level network** |
| Which category levels bundle together across variables? | `catgraph` **modality-level network** |
| What are the respondent segments in my data? | `poLCA` or `FactoMineR::HCPC()` |
| What is the low-dimensional geometry of my categories? | `FactoMineR::MCA()` |
| Who endorses what, without any modelling? | Bipartite affiliation graph |
| Are there conditional-independence relationships? | `bnlearn`, `gRim`, or GGM packages |
### Do **not** use `catgraph` for
* Causal inference or claims about direct effects.
* Conditional-independence structure (use a graphical model instead).
* Respondent segmentation or latent-class analysis.
* Exact equivalence to MCA geometry.
---
## Methodological caveats
Five caveats apply to every variable-level `catgraph` analysis.
**1. Marginal, not conditional.**
Edges quantify bivariate association only.
**2. Mixed metrics across table dimensions.**
Phi (2×2) and Cramér's V (R×C) both lie in [0, 1], but they are not
strictly identical in statistical behavior across table sizes, sparsity,
and marginal imbalance. Comparing a phi of 0.25 on a 2×2 pair with a
Cramér's V of 0.25 on a 5×5 pair is only approximate.
A useful diagnostic is to inspect the table-dimension distribution of edges:
``` r
tidy <- assoc_matrix(cg_full, format = "tidy")
table(tidy$type)When the graph mixes many 2×2 and many R×C edges, centrality values become only approximately comparable. High-cardinality variables may dominate centrality rankings without being substantively more associated than lower-cardinality neighbors. Bias correction mitigates but does not fully remove this issue.
3. Pairwise deletion yields edge-specific sample sizes. Each edge is estimated on the observations where both variables are non-missing. If missingness is not completely at random, graph topology may partly reflect missingness structure rather than substantive structure.
4. Multiple testing. With p variables,
choose(p, 2) pairwise tests are run simultaneously.
prune_edges() applies Benjamini-Hochberg false discovery
rate control by default. Holm and Bonferroni are also available.
5. Unsigned weights. Phi and Cramér’s V are magnitude-only effect sizes. They quantify strength, not direction. Two edges with the same weight may reflect very different cell-level deviations from independence.
Additional caveats for the modality layer
Four caveats apply specifically to modality-level graphs.
M1. Cross-variable edges only. Same-variable modalities are excluded by construction, because they are mutually exclusive and a 2×2 indicator table between them has structural zeros that make phi and residuals meaningless.
M2. Unsigned phi weights; signed residuals stored
separately. Edge weights are absolute phi values, so attraction
(modalities co-occurring more than expected) and repulsion (less than
expected) produce edges of the same magnitude. The signed standardised
Pearson residual is stored as an edge attribute (std_resid)
and can be used for interpretation. Future releases will expose signed
plotting and sign-weighted community detection.
M3. Community detection groups modalities, not
people. Communities are sets of co-associated category levels.
They do not label respondents. Assigning respondents to communities
post-hoc is not supported in this package because it conflates category
co-association with latent- class structure; for that, use
poLCA or FactoMineR::HCPC().
M4. Rare modalities may fail to cluster meaningfully. Factor levels endorsed by few respondents have weak association with everything else in the network and will typically end up as isolated vertices (singleton communities) after pruning. This is not a bug but a reflection of sparse data; consider collapsing rare categories before building the graph if singleton isolates dominate the output.
Example data
The package includes survey_health, a synthetic
categorical dataset used to illustrate the variable-level workflow.
str(survey_health)
#> 'data.frame': 600 obs. of 8 variables:
#> $ sex : Factor w/ 2 levels "female","male": 2 1 2 2 1 2 1 1 2 1 ...
#> $ age_group : Factor w/ 3 levels "18-34","35-54",..: 3 3 2 1 2 1 3 2 3 3 ...
#> $ smoking_status : Factor w/ 3 levels "never","former",..: 2 2 3 3 2 3 1 2 1 3 ...
#> $ lung_disease : Factor w/ 2 levels "no","yes": NA 2 1 1 1 1 1 1 1 1 ...
#> $ exercise_freq : Factor w/ 3 levels "low","moderate",..: 1 2 2 1 2 2 1 1 2 2 ...
#> $ bmi_category : Factor w/ 4 levels "underweight",..: NA 2 3 3 2 3 4 4 3 2 ...
#> $ diet_quality : Factor w/ 3 levels "poor","fair",..: 2 2 NA 1 3 3 3 3 1 1 ...
#> $ health_insurance: Factor w/ 2 levels "no","yes": 2 1 2 2 1 1 2 2 2 2 ...For modality-level examples, the vignette uses the expanded
Titanic dataset because it is compact and easy to
interpret.
Building a variable-level graph
cg_full
#> catgraph object (pairwise association network)
#> Variables : 8
#> Edges : 28
#> Method : Cramer's V (classical)
#> Weights : min = 0.0045 median = 0.0716 max = 0.3902
#> Note : edges encode pairwise marginal association, not
#> conditional independence. All metrics lie on [0, 1].
#> NMI / AMI weights are not exchangeable with Cramer's V
#> weights across graph objects. See vignette
#> 'Methodological caveats'.
summary(cg_full, top = 10)
#> catgraph summary
#> Variables : 8
#> Pairs evaluated : 28
#> Edges retained : 28
#>
#> Method : Cramer's V (classical)
#>
#> Top 10 edges by effect size:
#>
#> var1 var2 effect_size metric p_value n type
#> 1 smoking_status lung_disease 0.39016 cramers_v 1.309e-18 541 RxC
#> 2 age_group smoking_status 0.22637 cramers_v 2.494e-11 542 RxC
#> 3 age_group health_insurance 0.21755 cramers_v 2.822e-06 540 RxC
#> 4 exercise_freq bmi_category 0.20445 cramers_v 4.382e-08 540 RxC
#> 5 age_group exercise_freq 0.19053 cramers_v 5.895e-08 542 RxC
#> 6 bmi_category diet_quality 0.14572 cramers_v 8.052e-04 541 RxC
#> 7 exercise_freq health_insurance 0.12974 cramers_v 1.045e-02 542 RxC
#> 8 sex age_group 0.10719 cramers_v 4.495e-02 540 RxC
#> 9 exercise_freq diet_quality 0.10585 cramers_v 1.614e-02 543 RxC
#> 10 smoking_status health_insurance 0.09856 cramers_v 7.225e-02 541 RxCSimilarity matrix vs graph
From v0.4.0 onward, two objects are separated clearly:
-
assoc_similarity()returns a densep × pmatrix including pairs with zero association. Use this for matrix views and heatmaps. -
A
catgraphobject returns a sparse graph where zero-association pairs are absent edges. Use this for topology, centrality, and community detection.
S <- assoc_similarity(survey_health)
round(S, 3)
#> sex age_group smoking_status lung_disease exercise_freq
#> sex NA 0.107 0.070 0.038 0.071
#> age_group 0.107 NA 0.226 0.092 0.191
#> smoking_status 0.070 0.226 NA 0.390 0.053
#> lung_disease 0.038 0.092 0.390 NA 0.072
#> exercise_freq 0.071 0.191 0.053 0.072 NA
#> bmi_category 0.050 0.041 0.082 0.085 0.204
#> diet_quality 0.019 0.050 0.024 0.039 0.106
#> health_insurance 0.041 0.218 0.099 0.005 0.130
#> bmi_category diet_quality health_insurance
#> sex 0.050 0.019 0.041
#> age_group 0.041 0.050 0.218
#> smoking_status 0.082 0.024 0.099
#> lung_disease 0.085 0.039 0.005
#> exercise_freq 0.204 0.106 0.130
#> bmi_category NA 0.146 0.066
#> diet_quality 0.146 NA 0.033
#> health_insurance 0.066 0.033 NA
head(assoc_matrix(cg_full, format = "tidy"))
#> var1 var2 effect_size metric type p_value n
#> 14 smoking_status lung_disease 0.3901628 cramers_v RxC 1.308817e-18 541
#> 8 age_group smoking_status 0.2263696 cramers_v RxC 2.494492e-11 542
#> 13 age_group health_insurance 0.2175465 cramers_v RxC 2.821777e-06 540
#> 23 exercise_freq bmi_category 0.2044499 cramers_v RxC 4.382315e-08 540
#> 10 age_group exercise_freq 0.1905298 cramers_v RxC 5.895366e-08 542
#> 26 bmi_category diet_quality 0.1457157 cramers_v RxC 8.051783e-04 541Heatmap
plot_heatmap(cg_full, title = "survey_health associations")
plot_heatmap(cg_full, show_sig = TRUE, title = "With significance stars")
Graph visualisation
The layout argument controls graph arrangement.
cg_pruned <- prune_edges(
cg_full,
min_weight = 0.05,
max_p = 0.05,
p_adjust = "BH"
)
plot(cg_pruned, layout = "fr", title = "Fruchterman-Reingold")
plot(cg_pruned, layout = "kk", title = "Kamada-Kawai")
plot(cg_pruned, layout = "circle", title = "Circular layout")
Pruning with multiplicity control
# Raw p-values (legacy behavior; generally not recommended)
prune_edges(cg_full, max_p = 0.05, p_adjust = "none")
#> catgraph object (pairwise association network)
#> Variables : 8
#> Edges : 9
#> Method : Cramer's V (classical)
#> Weights : min = 0.1059 median = 0.1905 max = 0.3902
#> Note : edges encode pairwise marginal association, not
#> conditional independence. All metrics lie on [0, 1].
#> NMI / AMI weights are not exchangeable with Cramer's V
#> weights across graph objects. See vignette
#> 'Methodological caveats'.
# BH FDR correction (default)
prune_edges(cg_full, max_p = 0.05, p_adjust = "BH")
#> catgraph object (pairwise association network)
#> Variables : 8
#> Edges : 7
#> Method : Cramer's V (classical)
#> Weights : min = 0.1297 median = 0.2044 max = 0.3902
#> Note : edges encode pairwise marginal association, not
#> conditional independence. All metrics lie on [0, 1].
#> NMI / AMI weights are not exchangeable with Cramer's V
#> weights across graph objects. See vignette
#> 'Methodological caveats'.
# Holm-Bonferroni (more conservative)
prune_edges(cg_full, max_p = 0.05, p_adjust = "holm")
#> catgraph object (pairwise association network)
#> Variables : 8
#> Edges : 6
#> Method : Cramer's V (classical)
#> Weights : min = 0.1457 median = 0.2110 max = 0.3902
#> Note : edges encode pairwise marginal association, not
#> conditional independence. All metrics lie on [0, 1].
#> NMI / AMI weights are not exchangeable with Cramer's V
#> weights across graph objects. See vignette
#> 'Methodological caveats'.Do not chain adjusted prunes. Calling
prune_edges() with a p-value adjustment on a graph that has
already been adjusted re-scopes the multiplicity denominator to the
surviving edges, which is anti-conservative. If you need a different
adjustment method, rebuild the graph and prune once.
cg_fresh <- catgraph(survey_health)
cg_final <- prune_edges(
cg_fresh,
min_weight = 0.1,
max_p = 0.05,
p_adjust = "holm"
)
cg_bh <- prune_edges(cg_full, max_p = 0.5, p_adjust = "BH")
cg_both <- prune_edges(cg_bh, max_p = 0.05, p_adjust = "BH")Bias-corrected estimates
Because classical and bias-corrected estimators may disagree on which
pairs are exactly zero, the two graphs can differ in topology. To
compare them pair for pair, use assoc_similarity(), which
returns the full dense matrix including zero-weight pairs.
S_cl <- assoc_similarity(survey_health, corrected = FALSE)
S_bc <- assoc_similarity(survey_health, corrected = TRUE)
ij <- which(upper.tri(S_cl), arr.ind = TRUE)
data.frame(
var1 = rownames(S_cl)[ij[, 1]],
var2 = colnames(S_cl)[ij[, 2]],
classical = round(S_cl[ij], 4),
corrected = round(S_bc[ij], 4)
)
#> var1 var2 classical corrected
#> 1 sex age_group 0.1072 0.0883
#> 2 sex smoking_status 0.0702 0.0352
#> 3 age_group smoking_status 0.2264 0.2185
#> 4 sex lung_disease 0.0381 0.0000
#> 5 age_group lung_disease 0.0924 0.0696
#> 6 smoking_status lung_disease 0.3902 0.3857
#> 7 sex exercise_freq 0.0712 0.0371
#> 8 age_group exercise_freq 0.1905 0.1809
#> 9 smoking_status exercise_freq 0.0529 0.0000
#> 10 lung_disease exercise_freq 0.0719 0.0384
#> 11 sex bmi_category 0.0499 0.0000
#> 12 age_group bmi_category 0.0406 0.0000
#> 13 smoking_status bmi_category 0.0819 0.0341
#> 14 lung_disease bmi_category 0.0846 0.0402
#> 15 exercise_freq bmi_category 0.2044 0.1907
#> 16 sex diet_quality 0.0186 0.0000
#> 17 age_group diet_quality 0.0499 0.0000
#> 18 smoking_status diet_quality 0.0245 0.0000
#> 19 lung_disease diet_quality 0.0386 0.0000
#> 20 exercise_freq diet_quality 0.1059 0.0868
#> 21 bmi_category diet_quality 0.1457 0.1254
#> 22 sex health_insurance 0.0414 0.0000
#> 23 age_group health_insurance 0.2175 0.2090
#> 24 smoking_status health_insurance 0.0986 0.0776
#> 25 lung_disease health_insurance 0.0045 0.0000
#> 26 exercise_freq health_insurance 0.1297 0.1147
#> 27 bmi_category health_insurance 0.0664 0.0000
#> 28 diet_quality health_insurance 0.0330 0.0000Bias correction is especially valuable in sparse or imbalanced tables, where classical Cramér’s V can over-estimate association.
Bootstrap confidence intervals
ci <- bootstrap_ci(
survey_health$smoking_status,
survey_health$lung_disease,
R = 1000,
type = "percentile",
seed = 1
)
cat(sprintf(
"phi = %.3f 95%% CI [%.3f, %.3f]\n",
ci$estimate, ci$ci_lower, ci$ci_upper
))
#> phi = 0.390 95% CI [0.320, 0.467]
hist(
ci$boot_dist,
breaks = 30,
main = "Bootstrap distribution",
xlab = "phi-hat",
col = "#EEEDFE",
border = "#534AB7"
)
abline(v = ci$estimate, col = "#534AB7", lwd = 2)
abline(v = c(ci$ci_lower, ci$ci_upper), col = "#D85A30", lwd = 1.5, lty = 2)
Community detection on variables
Remember that variable communities describe blocks of variables that co-vary pairwise, not groups that are conditionally independent of the rest.
set.seed(42)
cg_clust <- detect_clusters(cg_full, method = "louvain")
cat("Clusters:", cg_clust$clustering$n_clusters, "\n")
#> Clusters: 3
cat("Modularity:", round(cg_clust$clustering$modularity, 3), "\n")
#> Modularity: 0.107
data.frame(
variable = igraph::V(cg_clust$graph)$name,
cluster = igraph::V(cg_clust$graph)$cluster
)
#> variable cluster
#> 1 sex 1
#> 2 age_group 1
#> 3 smoking_status 2
#> 4 lung_disease 2
#> 5 exercise_freq 3
#> 6 bmi_category 3
#> 7 diet_quality 3
#> 8 health_insurance 1Modality-level network analysis
In addition to variable-level graphs, catgraph can
construct a modality-level graph in which each node is
a modality (factor level) from the original dataset. Edges are computed
only across different variables using phi on binary
indicator pairs.
This makes it possible to:
- detect communities among co-associated modalities,
- summarise the variable composition of each community,
- visualise modality graphs directly.
Communities are groups of modalities (factor levels) that
co-associate across different variables — not respondent
segments. For respondent-level segmentation, use the poLCA
or FactoMineR packages.
Build, prune, and cluster a modality graph
df <- expand_table(Titanic)
mg <- build_modality_graph(df)
mg <- prune_modality_edges(mg, min_weight = 0.10)
mg <- cluster_modalities(mg)
mg
#> $graph
#> IGRAPH 66a4cf0 UNW- 10 26 --
#> + attr: name (v/c), variable (v/c), modality (v/c), cluster (v/n),
#> | weight (e/n), phi_signed (e/n), p_value (e/n), std_resid (e/n)
#> + edges from 66a4cf0 (vertex names):
#> [1] Class=1st --Sex=Female Class=2nd --Sex=Female Class=3rd --Sex=Female
#> [4] Class=Crew--Sex=Female Class=1st --Sex=Male Class=2nd --Sex=Male
#> [7] Class=3rd --Sex=Male Class=Crew--Sex=Male Class=3rd --Age=Adult
#> [10] Class=Crew--Age=Adult Sex=Female--Age=Adult Sex=Male --Age=Adult
#> [13] Class=3rd --Age=Child Class=Crew--Age=Child Sex=Female--Age=Child
#> [16] Sex=Male --Age=Child Class=1st --Survived=No Class=3rd --Survived=No
#> [19] Class=Crew--Survived=No Sex=Female--Survived=No Sex=Male --Survived=No
#> + ... omitted several edges
#>
#> $modalities
#> node variable modality
#> 1 Class=1st Class 1st
#> 2 Class=2nd Class 2nd
#> 3 Class=3rd Class 3rd
#> 4 Class=Crew Class Crew
#> 5 Sex=Female Sex Female
#> 6 Sex=Male Sex Male
#> 7 Age=Adult Age Adult
#> 8 Age=Child Age Child
#> 9 Survived=No Survived No
#> 10 Survived=Yes Survived Yes
#>
#> $indicator_matrix
#> Class=1st Class=2nd Class=3rd Class=Crew Sex=Female Sex=Male Age=Adult
#> [1,] 0 0 1 0 0 1 0
#> [2,] 0 0 1 0 0 1 0
#> [3,] 0 0 1 0 0 1 0
#> [4,] 0 0 1 0 0 1 0
#> [5,] 0 0 1 0 0 1 0
#> [6,] 0 0 1 0 0 1 0
#> [7,] 0 0 1 0 0 1 0
#> [8,] 0 0 1 0 0 1 0
#> [9,] 0 0 1 0 0 1 0
#> [10,] 0 0 1 0 0 1 0
#> [11,] 0 0 1 0 0 1 0
#> [12,] 0 0 1 0 0 1 0
#> [13,] 0 0 1 0 0 1 0
#> [14,] 0 0 1 0 0 1 0
#> [15,] 0 0 1 0 0 1 0
#> [16,] 0 0 1 0 0 1 0
#> [17,] 0 0 1 0 0 1 0
#> [18,] 0 0 1 0 0 1 0
#> [19,] 0 0 1 0 0 1 0
#> [20,] 0 0 1 0 0 1 0
#> [21,] 0 0 1 0 0 1 0
#> [22,] 0 0 1 0 0 1 0
#> [23,] 0 0 1 0 0 1 0
#> [24,] 0 0 1 0 0 1 0
#> [25,] 0 0 1 0 0 1 0
#> [26,] 0 0 1 0 0 1 0
#> [27,] 0 0 1 0 0 1 0
#> [28,] 0 0 1 0 0 1 0
#> [29,] 0 0 1 0 0 1 0
#> [30,] 0 0 1 0 0 1 0
#> [31,] 0 0 1 0 0 1 0
#> [32,] 0 0 1 0 0 1 0
#> [33,] 0 0 1 0 0 1 0
#> [34,] 0 0 1 0 0 1 0
#> [35,] 0 0 1 0 0 1 0
#> [36,] 0 0 1 0 1 0 0
#> [37,] 0 0 1 0 1 0 0
#> [38,] 0 0 1 0 1 0 0
#> [39,] 0 0 1 0 1 0 0
#> [40,] 0 0 1 0 1 0 0
#> [41,] 0 0 1 0 1 0 0
#> [42,] 0 0 1 0 1 0 0
#> [43,] 0 0 1 0 1 0 0
#> [44,] 0 0 1 0 1 0 0
#> [45,] 0 0 1 0 1 0 0
#> [46,] 0 0 1 0 1 0 0
#> [47,] 0 0 1 0 1 0 0
#> [48,] 0 0 1 0 1 0 0
#> [49,] 0 0 1 0 1 0 0
#> [50,] 0 0 1 0 1 0 0
#> [51,] 0 0 1 0 1 0 0
#> [52,] 0 0 1 0 1 0 0
#> [53,] 1 0 0 0 0 1 1
#> [54,] 1 0 0 0 0 1 1
#> [55,] 1 0 0 0 0 1 1
#> [56,] 1 0 0 0 0 1 1
#> [57,] 1 0 0 0 0 1 1
#> [58,] 1 0 0 0 0 1 1
#> [59,] 1 0 0 0 0 1 1
#> [60,] 1 0 0 0 0 1 1
#> [61,] 1 0 0 0 0 1 1
#> [62,] 1 0 0 0 0 1 1
#> [63,] 1 0 0 0 0 1 1
#> [64,] 1 0 0 0 0 1 1
#> [65,] 1 0 0 0 0 1 1
#> [66,] 1 0 0 0 0 1 1
#> [67,] 1 0 0 0 0 1 1
#> [68,] 1 0 0 0 0 1 1
#> [69,] 1 0 0 0 0 1 1
#> [70,] 1 0 0 0 0 1 1
#> [71,] 1 0 0 0 0 1 1
#> [72,] 1 0 0 0 0 1 1
#> [73,] 1 0 0 0 0 1 1
#> [74,] 1 0 0 0 0 1 1
#> [75,] 1 0 0 0 0 1 1
#> [76,] 1 0 0 0 0 1 1
#> [77,] 1 0 0 0 0 1 1
#> [78,] 1 0 0 0 0 1 1
#> [79,] 1 0 0 0 0 1 1
#> [80,] 1 0 0 0 0 1 1
#> [81,] 1 0 0 0 0 1 1
#> [82,] 1 0 0 0 0 1 1
#> [83,] 1 0 0 0 0 1 1
#> [84,] 1 0 0 0 0 1 1
#> [85,] 1 0 0 0 0 1 1
#> [86,] 1 0 0 0 0 1 1
#> [87,] 1 0 0 0 0 1 1
#> [88,] 1 0 0 0 0 1 1
#> [89,] 1 0 0 0 0 1 1
#> [90,] 1 0 0 0 0 1 1
#> [91,] 1 0 0 0 0 1 1
#> [92,] 1 0 0 0 0 1 1
#> [93,] 1 0 0 0 0 1 1
#> [94,] 1 0 0 0 0 1 1
#> [95,] 1 0 0 0 0 1 1
#> [96,] 1 0 0 0 0 1 1
#> [97,] 1 0 0 0 0 1 1
#> [98,] 1 0 0 0 0 1 1
#> [99,] 1 0 0 0 0 1 1
#> [100,] 1 0 0 0 0 1 1
#> [101,] 1 0 0 0 0 1 1
#> [102,] 1 0 0 0 0 1 1
#> [103,] 1 0 0 0 0 1 1
#> [104,] 1 0 0 0 0 1 1
#> [105,] 1 0 0 0 0 1 1
#> [106,] 1 0 0 0 0 1 1
#> [107,] 1 0 0 0 0 1 1
#> [108,] 1 0 0 0 0 1 1
#> [109,] 1 0 0 0 0 1 1
#> [110,] 1 0 0 0 0 1 1
#> [111,] 1 0 0 0 0 1 1
#> [112,] 1 0 0 0 0 1 1
#> [113,] 1 0 0 0 0 1 1
#> [114,] 1 0 0 0 0 1 1
#> [115,] 1 0 0 0 0 1 1
#> [116,] 1 0 0 0 0 1 1
#> [117,] 1 0 0 0 0 1 1
#> [118,] 1 0 0 0 0 1 1
#> [119,] 1 0 0 0 0 1 1
#> [120,] 1 0 0 0 0 1 1
#> [121,] 1 0 0 0 0 1 1
#> [122,] 1 0 0 0 0 1 1
#> [123,] 1 0 0 0 0 1 1
#> [124,] 1 0 0 0 0 1 1
#> [125,] 1 0 0 0 0 1 1
#> [126,] 1 0 0 0 0 1 1
#> [127,] 1 0 0 0 0 1 1
#> [128,] 1 0 0 0 0 1 1
#> [129,] 1 0 0 0 0 1 1
#> [130,] 1 0 0 0 0 1 1
#> [131,] 1 0 0 0 0 1 1
#> [132,] 1 0 0 0 0 1 1
#> [133,] 1 0 0 0 0 1 1
#> [134,] 1 0 0 0 0 1 1
#> [135,] 1 0 0 0 0 1 1
#> [136,] 1 0 0 0 0 1 1
#> [137,] 1 0 0 0 0 1 1
#> [138,] 1 0 0 0 0 1 1
#> [139,] 1 0 0 0 0 1 1
#> [140,] 1 0 0 0 0 1 1
#> [141,] 1 0 0 0 0 1 1
#> [142,] 1 0 0 0 0 1 1
#> [143,] 1 0 0 0 0 1 1
#> [144,] 1 0 0 0 0 1 1
#> [145,] 1 0 0 0 0 1 1
#> [146,] 1 0 0 0 0 1 1
#> [147,] 1 0 0 0 0 1 1
#> [148,] 1 0 0 0 0 1 1
#> [149,] 1 0 0 0 0 1 1
#> [150,] 1 0 0 0 0 1 1
#> [151,] 1 0 0 0 0 1 1
#> [152,] 1 0 0 0 0 1 1
#> [153,] 1 0 0 0 0 1 1
#> [154,] 1 0 0 0 0 1 1
#> [155,] 1 0 0 0 0 1 1
#> [156,] 1 0 0 0 0 1 1
#> [157,] 1 0 0 0 0 1 1
#> [158,] 1 0 0 0 0 1 1
#> [159,] 1 0 0 0 0 1 1
#> [160,] 1 0 0 0 0 1 1
#> [161,] 1 0 0 0 0 1 1
#> [162,] 1 0 0 0 0 1 1
#> [163,] 1 0 0 0 0 1 1
#> [164,] 1 0 0 0 0 1 1
#> [165,] 1 0 0 0 0 1 1
#> [166,] 1 0 0 0 0 1 1
#> [167,] 1 0 0 0 0 1 1
#> [168,] 1 0 0 0 0 1 1
#> [169,] 1 0 0 0 0 1 1
#> [170,] 1 0 0 0 0 1 1
#> [171,] 0 1 0 0 0 1 1
#> [172,] 0 1 0 0 0 1 1
#> [173,] 0 1 0 0 0 1 1
#> [174,] 0 1 0 0 0 1 1
#> [175,] 0 1 0 0 0 1 1
#> [176,] 0 1 0 0 0 1 1
#> [177,] 0 1 0 0 0 1 1
#> [178,] 0 1 0 0 0 1 1
#> [179,] 0 1 0 0 0 1 1
#> [180,] 0 1 0 0 0 1 1
#> [181,] 0 1 0 0 0 1 1
#> [182,] 0 1 0 0 0 1 1
#> [183,] 0 1 0 0 0 1 1
#> [184,] 0 1 0 0 0 1 1
#> [185,] 0 1 0 0 0 1 1
#> [186,] 0 1 0 0 0 1 1
#> [187,] 0 1 0 0 0 1 1
#> [188,] 0 1 0 0 0 1 1
#> [189,] 0 1 0 0 0 1 1
#> [190,] 0 1 0 0 0 1 1
#> [191,] 0 1 0 0 0 1 1
#> [192,] 0 1 0 0 0 1 1
#> [193,] 0 1 0 0 0 1 1
#> [194,] 0 1 0 0 0 1 1
#> [195,] 0 1 0 0 0 1 1
#> [196,] 0 1 0 0 0 1 1
#> [197,] 0 1 0 0 0 1 1
#> [198,] 0 1 0 0 0 1 1
#> [199,] 0 1 0 0 0 1 1
#> [200,] 0 1 0 0 0 1 1
#> [201,] 0 1 0 0 0 1 1
#> [202,] 0 1 0 0 0 1 1
#> [203,] 0 1 0 0 0 1 1
#> [204,] 0 1 0 0 0 1 1
#> [205,] 0 1 0 0 0 1 1
#> [206,] 0 1 0 0 0 1 1
#> [207,] 0 1 0 0 0 1 1
#> [208,] 0 1 0 0 0 1 1
#> [209,] 0 1 0 0 0 1 1
#> [210,] 0 1 0 0 0 1 1
#> [211,] 0 1 0 0 0 1 1
#> [212,] 0 1 0 0 0 1 1
#> [213,] 0 1 0 0 0 1 1
#> [214,] 0 1 0 0 0 1 1
#> [215,] 0 1 0 0 0 1 1
#> [216,] 0 1 0 0 0 1 1
#> [217,] 0 1 0 0 0 1 1
#> [218,] 0 1 0 0 0 1 1
#> [219,] 0 1 0 0 0 1 1
#> [220,] 0 1 0 0 0 1 1
#> [221,] 0 1 0 0 0 1 1
#> [222,] 0 1 0 0 0 1 1
#> [223,] 0 1 0 0 0 1 1
#> [224,] 0 1 0 0 0 1 1
#> [225,] 0 1 0 0 0 1 1
#> [226,] 0 1 0 0 0 1 1
#> [227,] 0 1 0 0 0 1 1
#> [228,] 0 1 0 0 0 1 1
#> [229,] 0 1 0 0 0 1 1
#> [230,] 0 1 0 0 0 1 1
#> [231,] 0 1 0 0 0 1 1
#> [232,] 0 1 0 0 0 1 1
#> [233,] 0 1 0 0 0 1 1
#> [234,] 0 1 0 0 0 1 1
#> [235,] 0 1 0 0 0 1 1
#> [236,] 0 1 0 0 0 1 1
#> [237,] 0 1 0 0 0 1 1
#> [238,] 0 1 0 0 0 1 1
#> [239,] 0 1 0 0 0 1 1
#> [240,] 0 1 0 0 0 1 1
#> [241,] 0 1 0 0 0 1 1
#> [242,] 0 1 0 0 0 1 1
#> [243,] 0 1 0 0 0 1 1
#> [244,] 0 1 0 0 0 1 1
#> [245,] 0 1 0 0 0 1 1
#> [246,] 0 1 0 0 0 1 1
#> [247,] 0 1 0 0 0 1 1
#> [248,] 0 1 0 0 0 1 1
#> [249,] 0 1 0 0 0 1 1
#> [250,] 0 1 0 0 0 1 1
#> [251,] 0 1 0 0 0 1 1
#> [252,] 0 1 0 0 0 1 1
#> [253,] 0 1 0 0 0 1 1
#> [254,] 0 1 0 0 0 1 1
#> [255,] 0 1 0 0 0 1 1
#> [256,] 0 1 0 0 0 1 1
#> [257,] 0 1 0 0 0 1 1
#> [258,] 0 1 0 0 0 1 1
#> [259,] 0 1 0 0 0 1 1
#> [260,] 0 1 0 0 0 1 1
#> [261,] 0 1 0 0 0 1 1
#> [262,] 0 1 0 0 0 1 1
#> [263,] 0 1 0 0 0 1 1
#> [264,] 0 1 0 0 0 1 1
#> [265,] 0 1 0 0 0 1 1
#> [266,] 0 1 0 0 0 1 1
#> [267,] 0 1 0 0 0 1 1
#> [268,] 0 1 0 0 0 1 1
#> [269,] 0 1 0 0 0 1 1
#> [270,] 0 1 0 0 0 1 1
#> [271,] 0 1 0 0 0 1 1
#> [272,] 0 1 0 0 0 1 1
#> [273,] 0 1 0 0 0 1 1
#> [274,] 0 1 0 0 0 1 1
#> [275,] 0 1 0 0 0 1 1
#> [276,] 0 1 0 0 0 1 1
#> [277,] 0 1 0 0 0 1 1
#> [278,] 0 1 0 0 0 1 1
#> [279,] 0 1 0 0 0 1 1
#> [280,] 0 1 0 0 0 1 1
#> [281,] 0 1 0 0 0 1 1
#> [282,] 0 1 0 0 0 1 1
#> [283,] 0 1 0 0 0 1 1
#> [284,] 0 1 0 0 0 1 1
#> [285,] 0 1 0 0 0 1 1
#> [286,] 0 1 0 0 0 1 1
#> [287,] 0 1 0 0 0 1 1
#> [288,] 0 1 0 0 0 1 1
#> [289,] 0 1 0 0 0 1 1
#> [290,] 0 1 0 0 0 1 1
#> [291,] 0 1 0 0 0 1 1
#> [292,] 0 1 0 0 0 1 1
#> [293,] 0 1 0 0 0 1 1
#> [294,] 0 1 0 0 0 1 1
#> [295,] 0 1 0 0 0 1 1
#> [296,] 0 1 0 0 0 1 1
#> [297,] 0 1 0 0 0 1 1
#> [298,] 0 1 0 0 0 1 1
#> [299,] 0 1 0 0 0 1 1
#> [300,] 0 1 0 0 0 1 1
#> [301,] 0 1 0 0 0 1 1
#> [302,] 0 1 0 0 0 1 1
#> [303,] 0 1 0 0 0 1 1
#> [304,] 0 1 0 0 0 1 1
#> [305,] 0 1 0 0 0 1 1
#> [306,] 0 1 0 0 0 1 1
#> [307,] 0 1 0 0 0 1 1
#> [308,] 0 1 0 0 0 1 1
#> [309,] 0 1 0 0 0 1 1
#> [310,] 0 1 0 0 0 1 1
#> [311,] 0 1 0 0 0 1 1
#> [312,] 0 1 0 0 0 1 1
#> [313,] 0 1 0 0 0 1 1
#> [314,] 0 1 0 0 0 1 1
#> [315,] 0 1 0 0 0 1 1
#> [316,] 0 1 0 0 0 1 1
#> [317,] 0 1 0 0 0 1 1
#> [318,] 0 1 0 0 0 1 1
#> [319,] 0 1 0 0 0 1 1
#> [320,] 0 1 0 0 0 1 1
#> [321,] 0 1 0 0 0 1 1
#> [322,] 0 1 0 0 0 1 1
#> [323,] 0 1 0 0 0 1 1
#> [324,] 0 1 0 0 0 1 1
#> [325,] 0 0 1 0 0 1 1
#> [326,] 0 0 1 0 0 1 1
#> [327,] 0 0 1 0 0 1 1
#> [328,] 0 0 1 0 0 1 1
#> [329,] 0 0 1 0 0 1 1
#> [330,] 0 0 1 0 0 1 1
#> [331,] 0 0 1 0 0 1 1
#> [332,] 0 0 1 0 0 1 1
#> [333,] 0 0 1 0 0 1 1
#> [334,] 0 0 1 0 0 1 1
#> [335,] 0 0 1 0 0 1 1
#> [336,] 0 0 1 0 0 1 1
#> [337,] 0 0 1 0 0 1 1
#> [338,] 0 0 1 0 0 1 1
#> [339,] 0 0 1 0 0 1 1
#> [340,] 0 0 1 0 0 1 1
#> [341,] 0 0 1 0 0 1 1
#> [342,] 0 0 1 0 0 1 1
#> [343,] 0 0 1 0 0 1 1
#> [344,] 0 0 1 0 0 1 1
#> [345,] 0 0 1 0 0 1 1
#> [346,] 0 0 1 0 0 1 1
#> [347,] 0 0 1 0 0 1 1
#> [348,] 0 0 1 0 0 1 1
#> [349,] 0 0 1 0 0 1 1
#> [350,] 0 0 1 0 0 1 1
#> [351,] 0 0 1 0 0 1 1
#> [352,] 0 0 1 0 0 1 1
#> [353,] 0 0 1 0 0 1 1
#> [354,] 0 0 1 0 0 1 1
#> [355,] 0 0 1 0 0 1 1
#> [356,] 0 0 1 0 0 1 1
#> [357,] 0 0 1 0 0 1 1
#> [358,] 0 0 1 0 0 1 1
#> [359,] 0 0 1 0 0 1 1
#> [360,] 0 0 1 0 0 1 1
#> [361,] 0 0 1 0 0 1 1
#> [362,] 0 0 1 0 0 1 1
#> [363,] 0 0 1 0 0 1 1
#> [364,] 0 0 1 0 0 1 1
#> [365,] 0 0 1 0 0 1 1
#> [366,] 0 0 1 0 0 1 1
#> [367,] 0 0 1 0 0 1 1
#> [368,] 0 0 1 0 0 1 1
#> [369,] 0 0 1 0 0 1 1
#> [370,] 0 0 1 0 0 1 1
#> [371,] 0 0 1 0 0 1 1
#> [372,] 0 0 1 0 0 1 1
#> [373,] 0 0 1 0 0 1 1
#> [374,] 0 0 1 0 0 1 1
#> [375,] 0 0 1 0 0 1 1
#> [376,] 0 0 1 0 0 1 1
#> [377,] 0 0 1 0 0 1 1
#> [378,] 0 0 1 0 0 1 1
#> [379,] 0 0 1 0 0 1 1
#> [380,] 0 0 1 0 0 1 1
#> [381,] 0 0 1 0 0 1 1
#> [382,] 0 0 1 0 0 1 1
#> [383,] 0 0 1 0 0 1 1
#> [384,] 0 0 1 0 0 1 1
#> [385,] 0 0 1 0 0 1 1
#> [386,] 0 0 1 0 0 1 1
#> [387,] 0 0 1 0 0 1 1
#> [388,] 0 0 1 0 0 1 1
#> [389,] 0 0 1 0 0 1 1
#> [390,] 0 0 1 0 0 1 1
#> [391,] 0 0 1 0 0 1 1
#> [392,] 0 0 1 0 0 1 1
#> [393,] 0 0 1 0 0 1 1
#> [394,] 0 0 1 0 0 1 1
#> [395,] 0 0 1 0 0 1 1
#> [396,] 0 0 1 0 0 1 1
#> [397,] 0 0 1 0 0 1 1
#> [398,] 0 0 1 0 0 1 1
#> [399,] 0 0 1 0 0 1 1
#> [400,] 0 0 1 0 0 1 1
#> [401,] 0 0 1 0 0 1 1
#> [402,] 0 0 1 0 0 1 1
#> [403,] 0 0 1 0 0 1 1
#> [404,] 0 0 1 0 0 1 1
#> [405,] 0 0 1 0 0 1 1
#> [406,] 0 0 1 0 0 1 1
#> [407,] 0 0 1 0 0 1 1
#> [408,] 0 0 1 0 0 1 1
#> [409,] 0 0 1 0 0 1 1
#> [410,] 0 0 1 0 0 1 1
#> [411,] 0 0 1 0 0 1 1
#> [412,] 0 0 1 0 0 1 1
#> [413,] 0 0 1 0 0 1 1
#> [414,] 0 0 1 0 0 1 1
#> [415,] 0 0 1 0 0 1 1
#> [416,] 0 0 1 0 0 1 1
#> [417,] 0 0 1 0 0 1 1
#> [418,] 0 0 1 0 0 1 1
#> [419,] 0 0 1 0 0 1 1
#> [420,] 0 0 1 0 0 1 1
#> [421,] 0 0 1 0 0 1 1
#> [422,] 0 0 1 0 0 1 1
#> [423,] 0 0 1 0 0 1 1
#> [424,] 0 0 1 0 0 1 1
#> [425,] 0 0 1 0 0 1 1
#> [426,] 0 0 1 0 0 1 1
#> [427,] 0 0 1 0 0 1 1
#> [428,] 0 0 1 0 0 1 1
#> [429,] 0 0 1 0 0 1 1
#> [430,] 0 0 1 0 0 1 1
#> [431,] 0 0 1 0 0 1 1
#> [432,] 0 0 1 0 0 1 1
#> [433,] 0 0 1 0 0 1 1
#> [434,] 0 0 1 0 0 1 1
#> [435,] 0 0 1 0 0 1 1
#> [436,] 0 0 1 0 0 1 1
#> [437,] 0 0 1 0 0 1 1
#> [438,] 0 0 1 0 0 1 1
#> [439,] 0 0 1 0 0 1 1
#> [440,] 0 0 1 0 0 1 1
#> [441,] 0 0 1 0 0 1 1
#> [442,] 0 0 1 0 0 1 1
#> [443,] 0 0 1 0 0 1 1
#> [444,] 0 0 1 0 0 1 1
#> [445,] 0 0 1 0 0 1 1
#> [446,] 0 0 1 0 0 1 1
#> [447,] 0 0 1 0 0 1 1
#> [448,] 0 0 1 0 0 1 1
#> [449,] 0 0 1 0 0 1 1
#> [450,] 0 0 1 0 0 1 1
#> [451,] 0 0 1 0 0 1 1
#> [452,] 0 0 1 0 0 1 1
#> [453,] 0 0 1 0 0 1 1
#> [454,] 0 0 1 0 0 1 1
#> [455,] 0 0 1 0 0 1 1
#> [456,] 0 0 1 0 0 1 1
#> [457,] 0 0 1 0 0 1 1
#> [458,] 0 0 1 0 0 1 1
#> [459,] 0 0 1 0 0 1 1
#> [460,] 0 0 1 0 0 1 1
#> [461,] 0 0 1 0 0 1 1
#> [462,] 0 0 1 0 0 1 1
#> [463,] 0 0 1 0 0 1 1
#> [464,] 0 0 1 0 0 1 1
#> [465,] 0 0 1 0 0 1 1
#> [466,] 0 0 1 0 0 1 1
#> [467,] 0 0 1 0 0 1 1
#> [468,] 0 0 1 0 0 1 1
#> [469,] 0 0 1 0 0 1 1
#> [470,] 0 0 1 0 0 1 1
#> [471,] 0 0 1 0 0 1 1
#> [472,] 0 0 1 0 0 1 1
#> [473,] 0 0 1 0 0 1 1
#> [474,] 0 0 1 0 0 1 1
#> [475,] 0 0 1 0 0 1 1
#> [476,] 0 0 1 0 0 1 1
#> [477,] 0 0 1 0 0 1 1
#> [478,] 0 0 1 0 0 1 1
#> [479,] 0 0 1 0 0 1 1
#> [480,] 0 0 1 0 0 1 1
#> [481,] 0 0 1 0 0 1 1
#> [482,] 0 0 1 0 0 1 1
#> [483,] 0 0 1 0 0 1 1
#> [484,] 0 0 1 0 0 1 1
#> [485,] 0 0 1 0 0 1 1
#> [486,] 0 0 1 0 0 1 1
#> [487,] 0 0 1 0 0 1 1
#> [488,] 0 0 1 0 0 1 1
#> [489,] 0 0 1 0 0 1 1
#> [490,] 0 0 1 0 0 1 1
#> [491,] 0 0 1 0 0 1 1
#> [492,] 0 0 1 0 0 1 1
#> [493,] 0 0 1 0 0 1 1
#> [494,] 0 0 1 0 0 1 1
#> [495,] 0 0 1 0 0 1 1
#> [496,] 0 0 1 0 0 1 1
#> [497,] 0 0 1 0 0 1 1
#> [498,] 0 0 1 0 0 1 1
#> [499,] 0 0 1 0 0 1 1
#> [500,] 0 0 1 0 0 1 1
#> [501,] 0 0 1 0 0 1 1
#> [502,] 0 0 1 0 0 1 1
#> [503,] 0 0 1 0 0 1 1
#> [504,] 0 0 1 0 0 1 1
#> [505,] 0 0 1 0 0 1 1
#> [506,] 0 0 1 0 0 1 1
#> [507,] 0 0 1 0 0 1 1
#> [508,] 0 0 1 0 0 1 1
#> [509,] 0 0 1 0 0 1 1
#> [510,] 0 0 1 0 0 1 1
#> [511,] 0 0 1 0 0 1 1
#> [512,] 0 0 1 0 0 1 1
#> [513,] 0 0 1 0 0 1 1
#> [514,] 0 0 1 0 0 1 1
#> [515,] 0 0 1 0 0 1 1
#> [516,] 0 0 1 0 0 1 1
#> [517,] 0 0 1 0 0 1 1
#> [518,] 0 0 1 0 0 1 1
#> [519,] 0 0 1 0 0 1 1
#> [520,] 0 0 1 0 0 1 1
#> [521,] 0 0 1 0 0 1 1
#> [522,] 0 0 1 0 0 1 1
#> [523,] 0 0 1 0 0 1 1
#> [524,] 0 0 1 0 0 1 1
#> [525,] 0 0 1 0 0 1 1
#> [526,] 0 0 1 0 0 1 1
#> [527,] 0 0 1 0 0 1 1
#> [528,] 0 0 1 0 0 1 1
#> [529,] 0 0 1 0 0 1 1
#> [530,] 0 0 1 0 0 1 1
#> [531,] 0 0 1 0 0 1 1
#> [532,] 0 0 1 0 0 1 1
#> [533,] 0 0 1 0 0 1 1
#> [534,] 0 0 1 0 0 1 1
#> [535,] 0 0 1 0 0 1 1
#> [536,] 0 0 1 0 0 1 1
#> [537,] 0 0 1 0 0 1 1
#> [538,] 0 0 1 0 0 1 1
#> [539,] 0 0 1 0 0 1 1
#> [540,] 0 0 1 0 0 1 1
#> [541,] 0 0 1 0 0 1 1
#> [542,] 0 0 1 0 0 1 1
#> [543,] 0 0 1 0 0 1 1
#> [544,] 0 0 1 0 0 1 1
#> [545,] 0 0 1 0 0 1 1
#> [546,] 0 0 1 0 0 1 1
#> [547,] 0 0 1 0 0 1 1
#> [548,] 0 0 1 0 0 1 1
#> [549,] 0 0 1 0 0 1 1
#> [550,] 0 0 1 0 0 1 1
#> [551,] 0 0 1 0 0 1 1
#> [552,] 0 0 1 0 0 1 1
#> [553,] 0 0 1 0 0 1 1
#> [554,] 0 0 1 0 0 1 1
#> [555,] 0 0 1 0 0 1 1
#> [556,] 0 0 1 0 0 1 1
#> [557,] 0 0 1 0 0 1 1
#> [558,] 0 0 1 0 0 1 1
#> [559,] 0 0 1 0 0 1 1
#> [560,] 0 0 1 0 0 1 1
#> [561,] 0 0 1 0 0 1 1
#> [562,] 0 0 1 0 0 1 1
#> [563,] 0 0 1 0 0 1 1
#> [564,] 0 0 1 0 0 1 1
#> [565,] 0 0 1 0 0 1 1
#> [566,] 0 0 1 0 0 1 1
#> [567,] 0 0 1 0 0 1 1
#> [568,] 0 0 1 0 0 1 1
#> [569,] 0 0 1 0 0 1 1
#> [570,] 0 0 1 0 0 1 1
#> [571,] 0 0 1 0 0 1 1
#> [572,] 0 0 1 0 0 1 1
#> [573,] 0 0 1 0 0 1 1
#> [574,] 0 0 1 0 0 1 1
#> [575,] 0 0 1 0 0 1 1
#> [576,] 0 0 1 0 0 1 1
#> [577,] 0 0 1 0 0 1 1
#> [578,] 0 0 1 0 0 1 1
#> [579,] 0 0 1 0 0 1 1
#> [580,] 0 0 1 0 0 1 1
#> [581,] 0 0 1 0 0 1 1
#> [582,] 0 0 1 0 0 1 1
#> [583,] 0 0 1 0 0 1 1
#> [584,] 0 0 1 0 0 1 1
#> [585,] 0 0 1 0 0 1 1
#> [586,] 0 0 1 0 0 1 1
#> [587,] 0 0 1 0 0 1 1
#> [588,] 0 0 1 0 0 1 1
#> [589,] 0 0 1 0 0 1 1
#> [590,] 0 0 1 0 0 1 1
#> [591,] 0 0 1 0 0 1 1
#> [592,] 0 0 1 0 0 1 1
#> [593,] 0 0 1 0 0 1 1
#> [594,] 0 0 1 0 0 1 1
#> [595,] 0 0 1 0 0 1 1
#> [596,] 0 0 1 0 0 1 1
#> [597,] 0 0 1 0 0 1 1
#> [598,] 0 0 1 0 0 1 1
#> [599,] 0 0 1 0 0 1 1
#> [600,] 0 0 1 0 0 1 1
#> [601,] 0 0 1 0 0 1 1
#> [602,] 0 0 1 0 0 1 1
#> [603,] 0 0 1 0 0 1 1
#> [604,] 0 0 1 0 0 1 1
#> [605,] 0 0 1 0 0 1 1
#> [606,] 0 0 1 0 0 1 1
#> [607,] 0 0 1 0 0 1 1
#> [608,] 0 0 1 0 0 1 1
#> [609,] 0 0 1 0 0 1 1
#> [610,] 0 0 1 0 0 1 1
#> [611,] 0 0 1 0 0 1 1
#> [612,] 0 0 1 0 0 1 1
#> [613,] 0 0 1 0 0 1 1
#> [614,] 0 0 1 0 0 1 1
#> [615,] 0 0 1 0 0 1 1
#> [616,] 0 0 1 0 0 1 1
#> [617,] 0 0 1 0 0 1 1
#> [618,] 0 0 1 0 0 1 1
#> [619,] 0 0 1 0 0 1 1
#> [620,] 0 0 1 0 0 1 1
#> [621,] 0 0 1 0 0 1 1
#> [622,] 0 0 1 0 0 1 1
#> [623,] 0 0 1 0 0 1 1
#> [624,] 0 0 1 0 0 1 1
#> [625,] 0 0 1 0 0 1 1
#> [626,] 0 0 1 0 0 1 1
#> [627,] 0 0 1 0 0 1 1
#> [628,] 0 0 1 0 0 1 1
#> [629,] 0 0 1 0 0 1 1
#> [630,] 0 0 1 0 0 1 1
#> [631,] 0 0 1 0 0 1 1
#> [632,] 0 0 1 0 0 1 1
#> [633,] 0 0 1 0 0 1 1
#> [634,] 0 0 1 0 0 1 1
#> [635,] 0 0 1 0 0 1 1
#> [636,] 0 0 1 0 0 1 1
#> [637,] 0 0 1 0 0 1 1
#> [638,] 0 0 1 0 0 1 1
#> [639,] 0 0 1 0 0 1 1
#> [640,] 0 0 1 0 0 1 1
#> [641,] 0 0 1 0 0 1 1
#> [642,] 0 0 1 0 0 1 1
#> [643,] 0 0 1 0 0 1 1
#> [644,] 0 0 1 0 0 1 1
#> [645,] 0 0 1 0 0 1 1
#> [646,] 0 0 1 0 0 1 1
#> [647,] 0 0 1 0 0 1 1
#> [648,] 0 0 1 0 0 1 1
#> [649,] 0 0 1 0 0 1 1
#> [650,] 0 0 1 0 0 1 1
#> [651,] 0 0 1 0 0 1 1
#> [652,] 0 0 1 0 0 1 1
#> [653,] 0 0 1 0 0 1 1
#> [654,] 0 0 1 0 0 1 1
#> [655,] 0 0 1 0 0 1 1
#> [656,] 0 0 1 0 0 1 1
#> [657,] 0 0 1 0 0 1 1
#> [658,] 0 0 1 0 0 1 1
#> [659,] 0 0 1 0 0 1 1
#> [660,] 0 0 1 0 0 1 1
#> [661,] 0 0 1 0 0 1 1
#> [662,] 0 0 1 0 0 1 1
#> [663,] 0 0 1 0 0 1 1
#> [664,] 0 0 1 0 0 1 1
#> [665,] 0 0 1 0 0 1 1
#> [666,] 0 0 1 0 0 1 1
#> [667,] 0 0 1 0 0 1 1
#> [668,] 0 0 1 0 0 1 1
#> [669,] 0 0 1 0 0 1 1
#> [670,] 0 0 1 0 0 1 1
#> [671,] 0 0 1 0 0 1 1
#> [672,] 0 0 1 0 0 1 1
#> [673,] 0 0 1 0 0 1 1
#> [674,] 0 0 1 0 0 1 1
#> [675,] 0 0 1 0 0 1 1
#> [676,] 0 0 1 0 0 1 1
#> [677,] 0 0 1 0 0 1 1
#> [678,] 0 0 1 0 0 1 1
#> [679,] 0 0 1 0 0 1 1
#> [680,] 0 0 1 0 0 1 1
#> [681,] 0 0 1 0 0 1 1
#> [682,] 0 0 1 0 0 1 1
#> [683,] 0 0 1 0 0 1 1
#> [684,] 0 0 1 0 0 1 1
#> [685,] 0 0 1 0 0 1 1
#> [686,] 0 0 1 0 0 1 1
#> [687,] 0 0 1 0 0 1 1
#> [688,] 0 0 1 0 0 1 1
#> [689,] 0 0 1 0 0 1 1
#> [690,] 0 0 1 0 0 1 1
#> [691,] 0 0 1 0 0 1 1
#> [692,] 0 0 1 0 0 1 1
#> [693,] 0 0 1 0 0 1 1
#> [694,] 0 0 1 0 0 1 1
#> [695,] 0 0 1 0 0 1 1
#> [696,] 0 0 1 0 0 1 1
#> [697,] 0 0 1 0 0 1 1
#> [698,] 0 0 1 0 0 1 1
#> [699,] 0 0 1 0 0 1 1
#> [700,] 0 0 1 0 0 1 1
#> [701,] 0 0 1 0 0 1 1
#> [702,] 0 0 1 0 0 1 1
#> [703,] 0 0 1 0 0 1 1
#> [704,] 0 0 1 0 0 1 1
#> [705,] 0 0 1 0 0 1 1
#> [706,] 0 0 1 0 0 1 1
#> [707,] 0 0 1 0 0 1 1
#> [708,] 0 0 1 0 0 1 1
#> [709,] 0 0 1 0 0 1 1
#> [710,] 0 0 1 0 0 1 1
#> [711,] 0 0 1 0 0 1 1
#> [712,] 0 0 0 1 0 1 1
#> [713,] 0 0 0 1 0 1 1
#> [714,] 0 0 0 1 0 1 1
#> [715,] 0 0 0 1 0 1 1
#> [716,] 0 0 0 1 0 1 1
#> [717,] 0 0 0 1 0 1 1
#> [718,] 0 0 0 1 0 1 1
#> [719,] 0 0 0 1 0 1 1
#> [720,] 0 0 0 1 0 1 1
#> [721,] 0 0 0 1 0 1 1
#> [722,] 0 0 0 1 0 1 1
#> [723,] 0 0 0 1 0 1 1
#> [724,] 0 0 0 1 0 1 1
#> [725,] 0 0 0 1 0 1 1
#> [726,] 0 0 0 1 0 1 1
#> [727,] 0 0 0 1 0 1 1
#> [728,] 0 0 0 1 0 1 1
#> [729,] 0 0 0 1 0 1 1
#> [730,] 0 0 0 1 0 1 1
#> [731,] 0 0 0 1 0 1 1
#> [732,] 0 0 0 1 0 1 1
#> [733,] 0 0 0 1 0 1 1
#> [734,] 0 0 0 1 0 1 1
#> [735,] 0 0 0 1 0 1 1
#> [736,] 0 0 0 1 0 1 1
#> [737,] 0 0 0 1 0 1 1
#> [738,] 0 0 0 1 0 1 1
#> [739,] 0 0 0 1 0 1 1
#> [740,] 0 0 0 1 0 1 1
#> [741,] 0 0 0 1 0 1 1
#> [742,] 0 0 0 1 0 1 1
#> [743,] 0 0 0 1 0 1 1
#> [744,] 0 0 0 1 0 1 1
#> [745,] 0 0 0 1 0 1 1
#> [746,] 0 0 0 1 0 1 1
#> [747,] 0 0 0 1 0 1 1
#> [748,] 0 0 0 1 0 1 1
#> [749,] 0 0 0 1 0 1 1
#> [750,] 0 0 0 1 0 1 1
#> [751,] 0 0 0 1 0 1 1
#> [752,] 0 0 0 1 0 1 1
#> [753,] 0 0 0 1 0 1 1
#> [754,] 0 0 0 1 0 1 1
#> [755,] 0 0 0 1 0 1 1
#> [756,] 0 0 0 1 0 1 1
#> [757,] 0 0 0 1 0 1 1
#> [758,] 0 0 0 1 0 1 1
#> [759,] 0 0 0 1 0 1 1
#> [760,] 0 0 0 1 0 1 1
#> [761,] 0 0 0 1 0 1 1
#> [762,] 0 0 0 1 0 1 1
#> [763,] 0 0 0 1 0 1 1
#> [764,] 0 0 0 1 0 1 1
#> [765,] 0 0 0 1 0 1 1
#> [766,] 0 0 0 1 0 1 1
#> [767,] 0 0 0 1 0 1 1
#> [768,] 0 0 0 1 0 1 1
#> [769,] 0 0 0 1 0 1 1
#> [770,] 0 0 0 1 0 1 1
#> [771,] 0 0 0 1 0 1 1
#> [772,] 0 0 0 1 0 1 1
#> [773,] 0 0 0 1 0 1 1
#> [774,] 0 0 0 1 0 1 1
#> [775,] 0 0 0 1 0 1 1
#> [776,] 0 0 0 1 0 1 1
#> [777,] 0 0 0 1 0 1 1
#> [778,] 0 0 0 1 0 1 1
#> [779,] 0 0 0 1 0 1 1
#> [780,] 0 0 0 1 0 1 1
#> [781,] 0 0 0 1 0 1 1
#> [782,] 0 0 0 1 0 1 1
#> [783,] 0 0 0 1 0 1 1
#> [784,] 0 0 0 1 0 1 1
#> [785,] 0 0 0 1 0 1 1
#> [786,] 0 0 0 1 0 1 1
#> [787,] 0 0 0 1 0 1 1
#> [788,] 0 0 0 1 0 1 1
#> [789,] 0 0 0 1 0 1 1
#> [790,] 0 0 0 1 0 1 1
#> [791,] 0 0 0 1 0 1 1
#> [792,] 0 0 0 1 0 1 1
#> [793,] 0 0 0 1 0 1 1
#> [794,] 0 0 0 1 0 1 1
#> [795,] 0 0 0 1 0 1 1
#> [796,] 0 0 0 1 0 1 1
#> [797,] 0 0 0 1 0 1 1
#> [798,] 0 0 0 1 0 1 1
#> [799,] 0 0 0 1 0 1 1
#> [800,] 0 0 0 1 0 1 1
#> [801,] 0 0 0 1 0 1 1
#> [802,] 0 0 0 1 0 1 1
#> [803,] 0 0 0 1 0 1 1
#> [804,] 0 0 0 1 0 1 1
#> [805,] 0 0 0 1 0 1 1
#> [806,] 0 0 0 1 0 1 1
#> [807,] 0 0 0 1 0 1 1
#> [808,] 0 0 0 1 0 1 1
#> [809,] 0 0 0 1 0 1 1
#> [810,] 0 0 0 1 0 1 1
#> [811,] 0 0 0 1 0 1 1
#> [812,] 0 0 0 1 0 1 1
#> [813,] 0 0 0 1 0 1 1
#> [814,] 0 0 0 1 0 1 1
#> [815,] 0 0 0 1 0 1 1
#> [816,] 0 0 0 1 0 1 1
#> [817,] 0 0 0 1 0 1 1
#> [818,] 0 0 0 1 0 1 1
#> [819,] 0 0 0 1 0 1 1
#> [820,] 0 0 0 1 0 1 1
#> [821,] 0 0 0 1 0 1 1
#> [822,] 0 0 0 1 0 1 1
#> [823,] 0 0 0 1 0 1 1
#> [824,] 0 0 0 1 0 1 1
#> [825,] 0 0 0 1 0 1 1
#> [826,] 0 0 0 1 0 1 1
#> [827,] 0 0 0 1 0 1 1
#> [828,] 0 0 0 1 0 1 1
#> [829,] 0 0 0 1 0 1 1
#> [830,] 0 0 0 1 0 1 1
#> [831,] 0 0 0 1 0 1 1
#> [832,] 0 0 0 1 0 1 1
#> [833,] 0 0 0 1 0 1 1
#> [834,] 0 0 0 1 0 1 1
#> [835,] 0 0 0 1 0 1 1
#> [836,] 0 0 0 1 0 1 1
#> [837,] 0 0 0 1 0 1 1
#> [838,] 0 0 0 1 0 1 1
#> [839,] 0 0 0 1 0 1 1
#> [840,] 0 0 0 1 0 1 1
#> [841,] 0 0 0 1 0 1 1
#> [842,] 0 0 0 1 0 1 1
#> [843,] 0 0 0 1 0 1 1
#> [844,] 0 0 0 1 0 1 1
#> [845,] 0 0 0 1 0 1 1
#> [846,] 0 0 0 1 0 1 1
#> [847,] 0 0 0 1 0 1 1
#> [848,] 0 0 0 1 0 1 1
#> [849,] 0 0 0 1 0 1 1
#> [850,] 0 0 0 1 0 1 1
#> [851,] 0 0 0 1 0 1 1
#> [852,] 0 0 0 1 0 1 1
#> [853,] 0 0 0 1 0 1 1
#> [854,] 0 0 0 1 0 1 1
#> [855,] 0 0 0 1 0 1 1
#> [856,] 0 0 0 1 0 1 1
#> [857,] 0 0 0 1 0 1 1
#> [858,] 0 0 0 1 0 1 1
#> [859,] 0 0 0 1 0 1 1
#> [860,] 0 0 0 1 0 1 1
#> [861,] 0 0 0 1 0 1 1
#> [862,] 0 0 0 1 0 1 1
#> [863,] 0 0 0 1 0 1 1
#> [864,] 0 0 0 1 0 1 1
#> [865,] 0 0 0 1 0 1 1
#> [866,] 0 0 0 1 0 1 1
#> [867,] 0 0 0 1 0 1 1
#> [868,] 0 0 0 1 0 1 1
#> [869,] 0 0 0 1 0 1 1
#> [870,] 0 0 0 1 0 1 1
#> [871,] 0 0 0 1 0 1 1
#> [872,] 0 0 0 1 0 1 1
#> [873,] 0 0 0 1 0 1 1
#> [874,] 0 0 0 1 0 1 1
#> [875,] 0 0 0 1 0 1 1
#> [876,] 0 0 0 1 0 1 1
#> [877,] 0 0 0 1 0 1 1
#> [878,] 0 0 0 1 0 1 1
#> [879,] 0 0 0 1 0 1 1
#> [880,] 0 0 0 1 0 1 1
#> [881,] 0 0 0 1 0 1 1
#> [882,] 0 0 0 1 0 1 1
#> [883,] 0 0 0 1 0 1 1
#> [884,] 0 0 0 1 0 1 1
#> [885,] 0 0 0 1 0 1 1
#> [886,] 0 0 0 1 0 1 1
#> [887,] 0 0 0 1 0 1 1
#> [888,] 0 0 0 1 0 1 1
#> [889,] 0 0 0 1 0 1 1
#> [890,] 0 0 0 1 0 1 1
#> [891,] 0 0 0 1 0 1 1
#> [892,] 0 0 0 1 0 1 1
#> [893,] 0 0 0 1 0 1 1
#> [894,] 0 0 0 1 0 1 1
#> [895,] 0 0 0 1 0 1 1
#> [896,] 0 0 0 1 0 1 1
#> [897,] 0 0 0 1 0 1 1
#> [898,] 0 0 0 1 0 1 1
#> [899,] 0 0 0 1 0 1 1
#> [900,] 0 0 0 1 0 1 1
#> [901,] 0 0 0 1 0 1 1
#> [902,] 0 0 0 1 0 1 1
#> [903,] 0 0 0 1 0 1 1
#> [904,] 0 0 0 1 0 1 1
#> [905,] 0 0 0 1 0 1 1
#> [906,] 0 0 0 1 0 1 1
#> [907,] 0 0 0 1 0 1 1
#> [908,] 0 0 0 1 0 1 1
#> [909,] 0 0 0 1 0 1 1
#> [910,] 0 0 0 1 0 1 1
#> [911,] 0 0 0 1 0 1 1
#> [912,] 0 0 0 1 0 1 1
#> [913,] 0 0 0 1 0 1 1
#> [914,] 0 0 0 1 0 1 1
#> [915,] 0 0 0 1 0 1 1
#> [916,] 0 0 0 1 0 1 1
#> [917,] 0 0 0 1 0 1 1
#> [918,] 0 0 0 1 0 1 1
#> [919,] 0 0 0 1 0 1 1
#> [920,] 0 0 0 1 0 1 1
#> [921,] 0 0 0 1 0 1 1
#> [922,] 0 0 0 1 0 1 1
#> [923,] 0 0 0 1 0 1 1
#> [924,] 0 0 0 1 0 1 1
#> [925,] 0 0 0 1 0 1 1
#> [926,] 0 0 0 1 0 1 1
#> [927,] 0 0 0 1 0 1 1
#> [928,] 0 0 0 1 0 1 1
#> [929,] 0 0 0 1 0 1 1
#> [930,] 0 0 0 1 0 1 1
#> [931,] 0 0 0 1 0 1 1
#> [932,] 0 0 0 1 0 1 1
#> [933,] 0 0 0 1 0 1 1
#> [934,] 0 0 0 1 0 1 1
#> [935,] 0 0 0 1 0 1 1
#> [936,] 0 0 0 1 0 1 1
#> [937,] 0 0 0 1 0 1 1
#> [938,] 0 0 0 1 0 1 1
#> [939,] 0 0 0 1 0 1 1
#> [940,] 0 0 0 1 0 1 1
#> [941,] 0 0 0 1 0 1 1
#> [942,] 0 0 0 1 0 1 1
#> [943,] 0 0 0 1 0 1 1
#> [944,] 0 0 0 1 0 1 1
#> [945,] 0 0 0 1 0 1 1
#> [946,] 0 0 0 1 0 1 1
#> [947,] 0 0 0 1 0 1 1
#> [948,] 0 0 0 1 0 1 1
#> [949,] 0 0 0 1 0 1 1
#> [950,] 0 0 0 1 0 1 1
#> [951,] 0 0 0 1 0 1 1
#> [952,] 0 0 0 1 0 1 1
#> [953,] 0 0 0 1 0 1 1
#> [954,] 0 0 0 1 0 1 1
#> [955,] 0 0 0 1 0 1 1
#> [956,] 0 0 0 1 0 1 1
#> [957,] 0 0 0 1 0 1 1
#> [958,] 0 0 0 1 0 1 1
#> [959,] 0 0 0 1 0 1 1
#> [960,] 0 0 0 1 0 1 1
#> [961,] 0 0 0 1 0 1 1
#> [962,] 0 0 0 1 0 1 1
#> [963,] 0 0 0 1 0 1 1
#> [964,] 0 0 0 1 0 1 1
#> [965,] 0 0 0 1 0 1 1
#> [966,] 0 0 0 1 0 1 1
#> [967,] 0 0 0 1 0 1 1
#> [968,] 0 0 0 1 0 1 1
#> [969,] 0 0 0 1 0 1 1
#> [970,] 0 0 0 1 0 1 1
#> [971,] 0 0 0 1 0 1 1
#> [972,] 0 0 0 1 0 1 1
#> [973,] 0 0 0 1 0 1 1
#> [974,] 0 0 0 1 0 1 1
#> [975,] 0 0 0 1 0 1 1
#> [976,] 0 0 0 1 0 1 1
#> [977,] 0 0 0 1 0 1 1
#> [978,] 0 0 0 1 0 1 1
#> [979,] 0 0 0 1 0 1 1
#> [980,] 0 0 0 1 0 1 1
#> [981,] 0 0 0 1 0 1 1
#> [982,] 0 0 0 1 0 1 1
#> [983,] 0 0 0 1 0 1 1
#> [984,] 0 0 0 1 0 1 1
#> [985,] 0 0 0 1 0 1 1
#> [986,] 0 0 0 1 0 1 1
#> [987,] 0 0 0 1 0 1 1
#> [988,] 0 0 0 1 0 1 1
#> [989,] 0 0 0 1 0 1 1
#> [990,] 0 0 0 1 0 1 1
#> [991,] 0 0 0 1 0 1 1
#> [992,] 0 0 0 1 0 1 1
#> [993,] 0 0 0 1 0 1 1
#> [994,] 0 0 0 1 0 1 1
#> [995,] 0 0 0 1 0 1 1
#> [996,] 0 0 0 1 0 1 1
#> [997,] 0 0 0 1 0 1 1
#> [998,] 0 0 0 1 0 1 1
#> [999,] 0 0 0 1 0 1 1
#> [1000,] 0 0 0 1 0 1 1
#> [1001,] 0 0 0 1 0 1 1
#> [1002,] 0 0 0 1 0 1 1
#> [1003,] 0 0 0 1 0 1 1
#> [1004,] 0 0 0 1 0 1 1
#> [1005,] 0 0 0 1 0 1 1
#> [1006,] 0 0 0 1 0 1 1
#> [1007,] 0 0 0 1 0 1 1
#> [1008,] 0 0 0 1 0 1 1
#> [1009,] 0 0 0 1 0 1 1
#> [1010,] 0 0 0 1 0 1 1
#> [1011,] 0 0 0 1 0 1 1
#> [1012,] 0 0 0 1 0 1 1
#> [1013,] 0 0 0 1 0 1 1
#> [1014,] 0 0 0 1 0 1 1
#> [1015,] 0 0 0 1 0 1 1
#> [1016,] 0 0 0 1 0 1 1
#> [1017,] 0 0 0 1 0 1 1
#> [1018,] 0 0 0 1 0 1 1
#> [1019,] 0 0 0 1 0 1 1
#> [1020,] 0 0 0 1 0 1 1
#> [1021,] 0 0 0 1 0 1 1
#> [1022,] 0 0 0 1 0 1 1
#> [1023,] 0 0 0 1 0 1 1
#> [1024,] 0 0 0 1 0 1 1
#> [1025,] 0 0 0 1 0 1 1
#> [1026,] 0 0 0 1 0 1 1
#> [1027,] 0 0 0 1 0 1 1
#> [1028,] 0 0 0 1 0 1 1
#> [1029,] 0 0 0 1 0 1 1
#> [1030,] 0 0 0 1 0 1 1
#> [1031,] 0 0 0 1 0 1 1
#> [1032,] 0 0 0 1 0 1 1
#> [1033,] 0 0 0 1 0 1 1
#> [1034,] 0 0 0 1 0 1 1
#> [1035,] 0 0 0 1 0 1 1
#> [1036,] 0 0 0 1 0 1 1
#> [1037,] 0 0 0 1 0 1 1
#> [1038,] 0 0 0 1 0 1 1
#> [1039,] 0 0 0 1 0 1 1
#> [1040,] 0 0 0 1 0 1 1
#> [1041,] 0 0 0 1 0 1 1
#> [1042,] 0 0 0 1 0 1 1
#> [1043,] 0 0 0 1 0 1 1
#> [1044,] 0 0 0 1 0 1 1
#> [1045,] 0 0 0 1 0 1 1
#> [1046,] 0 0 0 1 0 1 1
#> [1047,] 0 0 0 1 0 1 1
#> [1048,] 0 0 0 1 0 1 1
#> [1049,] 0 0 0 1 0 1 1
#> [1050,] 0 0 0 1 0 1 1
#> [1051,] 0 0 0 1 0 1 1
#> [1052,] 0 0 0 1 0 1 1
#> [1053,] 0 0 0 1 0 1 1
#> [1054,] 0 0 0 1 0 1 1
#> [1055,] 0 0 0 1 0 1 1
#> [1056,] 0 0 0 1 0 1 1
#> [1057,] 0 0 0 1 0 1 1
#> [1058,] 0 0 0 1 0 1 1
#> [1059,] 0 0 0 1 0 1 1
#> [1060,] 0 0 0 1 0 1 1
#> [1061,] 0 0 0 1 0 1 1
#> [1062,] 0 0 0 1 0 1 1
#> [1063,] 0 0 0 1 0 1 1
#> [1064,] 0 0 0 1 0 1 1
#> [1065,] 0 0 0 1 0 1 1
#> [1066,] 0 0 0 1 0 1 1
#> [1067,] 0 0 0 1 0 1 1
#> [1068,] 0 0 0 1 0 1 1
#> [1069,] 0 0 0 1 0 1 1
#> [1070,] 0 0 0 1 0 1 1
#> [1071,] 0 0 0 1 0 1 1
#> [1072,] 0 0 0 1 0 1 1
#> [1073,] 0 0 0 1 0 1 1
#> [1074,] 0 0 0 1 0 1 1
#> [1075,] 0 0 0 1 0 1 1
#> [1076,] 0 0 0 1 0 1 1
#> [1077,] 0 0 0 1 0 1 1
#> [1078,] 0 0 0 1 0 1 1
#> [1079,] 0 0 0 1 0 1 1
#> [1080,] 0 0 0 1 0 1 1
#> [1081,] 0 0 0 1 0 1 1
#> [1082,] 0 0 0 1 0 1 1
#> [1083,] 0 0 0 1 0 1 1
#> [1084,] 0 0 0 1 0 1 1
#> [1085,] 0 0 0 1 0 1 1
#> [1086,] 0 0 0 1 0 1 1
#> [1087,] 0 0 0 1 0 1 1
#> [1088,] 0 0 0 1 0 1 1
#> [1089,] 0 0 0 1 0 1 1
#> [1090,] 0 0 0 1 0 1 1
#> [1091,] 0 0 0 1 0 1 1
#> [1092,] 0 0 0 1 0 1 1
#> [1093,] 0 0 0 1 0 1 1
#> [1094,] 0 0 0 1 0 1 1
#> [1095,] 0 0 0 1 0 1 1
#> [1096,] 0 0 0 1 0 1 1
#> [1097,] 0 0 0 1 0 1 1
#> [1098,] 0 0 0 1 0 1 1
#> [1099,] 0 0 0 1 0 1 1
#> [1100,] 0 0 0 1 0 1 1
#> [1101,] 0 0 0 1 0 1 1
#> [1102,] 0 0 0 1 0 1 1
#> [1103,] 0 0 0 1 0 1 1
#> [1104,] 0 0 0 1 0 1 1
#> [1105,] 0 0 0 1 0 1 1
#> [1106,] 0 0 0 1 0 1 1
#> [1107,] 0 0 0 1 0 1 1
#> [1108,] 0 0 0 1 0 1 1
#> [1109,] 0 0 0 1 0 1 1
#> [1110,] 0 0 0 1 0 1 1
#> [1111,] 0 0 0 1 0 1 1
#> [1112,] 0 0 0 1 0 1 1
#> [1113,] 0 0 0 1 0 1 1
#> [1114,] 0 0 0 1 0 1 1
#> [1115,] 0 0 0 1 0 1 1
#> [1116,] 0 0 0 1 0 1 1
#> [1117,] 0 0 0 1 0 1 1
#> [1118,] 0 0 0 1 0 1 1
#> [1119,] 0 0 0 1 0 1 1
#> [1120,] 0 0 0 1 0 1 1
#> [1121,] 0 0 0 1 0 1 1
#> [1122,] 0 0 0 1 0 1 1
#> [1123,] 0 0 0 1 0 1 1
#> [1124,] 0 0 0 1 0 1 1
#> [1125,] 0 0 0 1 0 1 1
#> [1126,] 0 0 0 1 0 1 1
#> [1127,] 0 0 0 1 0 1 1
#> [1128,] 0 0 0 1 0 1 1
#> [1129,] 0 0 0 1 0 1 1
#> [1130,] 0 0 0 1 0 1 1
#> [1131,] 0 0 0 1 0 1 1
#> [1132,] 0 0 0 1 0 1 1
#> [1133,] 0 0 0 1 0 1 1
#> [1134,] 0 0 0 1 0 1 1
#> [1135,] 0 0 0 1 0 1 1
#> [1136,] 0 0 0 1 0 1 1
#> [1137,] 0 0 0 1 0 1 1
#> [1138,] 0 0 0 1 0 1 1
#> [1139,] 0 0 0 1 0 1 1
#> [1140,] 0 0 0 1 0 1 1
#> [1141,] 0 0 0 1 0 1 1
#> [1142,] 0 0 0 1 0 1 1
#> [1143,] 0 0 0 1 0 1 1
#> [1144,] 0 0 0 1 0 1 1
#> [1145,] 0 0 0 1 0 1 1
#> [1146,] 0 0 0 1 0 1 1
#> [1147,] 0 0 0 1 0 1 1
#> [1148,] 0 0 0 1 0 1 1
#> [1149,] 0 0 0 1 0 1 1
#> [1150,] 0 0 0 1 0 1 1
#> [1151,] 0 0 0 1 0 1 1
#> [1152,] 0 0 0 1 0 1 1
#> [1153,] 0 0 0 1 0 1 1
#> [1154,] 0 0 0 1 0 1 1
#> [1155,] 0 0 0 1 0 1 1
#> [1156,] 0 0 0 1 0 1 1
#> [1157,] 0 0 0 1 0 1 1
#> [1158,] 0 0 0 1 0 1 1
#> [1159,] 0 0 0 1 0 1 1
#> [1160,] 0 0 0 1 0 1 1
#> [1161,] 0 0 0 1 0 1 1
#> [1162,] 0 0 0 1 0 1 1
#> [1163,] 0 0 0 1 0 1 1
#> [1164,] 0 0 0 1 0 1 1
#> [1165,] 0 0 0 1 0 1 1
#> [1166,] 0 0 0 1 0 1 1
#> [1167,] 0 0 0 1 0 1 1
#> [1168,] 0 0 0 1 0 1 1
#> [1169,] 0 0 0 1 0 1 1
#> [1170,] 0 0 0 1 0 1 1
#> [1171,] 0 0 0 1 0 1 1
#> [1172,] 0 0 0 1 0 1 1
#> [1173,] 0 0 0 1 0 1 1
#> [1174,] 0 0 0 1 0 1 1
#> [1175,] 0 0 0 1 0 1 1
#> [1176,] 0 0 0 1 0 1 1
#> [1177,] 0 0 0 1 0 1 1
#> [1178,] 0 0 0 1 0 1 1
#> [1179,] 0 0 0 1 0 1 1
#> [1180,] 0 0 0 1 0 1 1
#> [1181,] 0 0 0 1 0 1 1
#> [1182,] 0 0 0 1 0 1 1
#> [1183,] 0 0 0 1 0 1 1
#> [1184,] 0 0 0 1 0 1 1
#> [1185,] 0 0 0 1 0 1 1
#> [1186,] 0 0 0 1 0 1 1
#> [1187,] 0 0 0 1 0 1 1
#> [1188,] 0 0 0 1 0 1 1
#> [1189,] 0 0 0 1 0 1 1
#> [1190,] 0 0 0 1 0 1 1
#> [1191,] 0 0 0 1 0 1 1
#> [1192,] 0 0 0 1 0 1 1
#> [1193,] 0 0 0 1 0 1 1
#> [1194,] 0 0 0 1 0 1 1
#> [1195,] 0 0 0 1 0 1 1
#> [1196,] 0 0 0 1 0 1 1
#> [1197,] 0 0 0 1 0 1 1
#> [1198,] 0 0 0 1 0 1 1
#> [1199,] 0 0 0 1 0 1 1
#> [1200,] 0 0 0 1 0 1 1
#> [1201,] 0 0 0 1 0 1 1
#> [1202,] 0 0 0 1 0 1 1
#> [1203,] 0 0 0 1 0 1 1
#> [1204,] 0 0 0 1 0 1 1
#> [1205,] 0 0 0 1 0 1 1
#> [1206,] 0 0 0 1 0 1 1
#> [1207,] 0 0 0 1 0 1 1
#> [1208,] 0 0 0 1 0 1 1
#> [1209,] 0 0 0 1 0 1 1
#> [1210,] 0 0 0 1 0 1 1
#> [1211,] 0 0 0 1 0 1 1
#> [1212,] 0 0 0 1 0 1 1
#> [1213,] 0 0 0 1 0 1 1
#> [1214,] 0 0 0 1 0 1 1
#> [1215,] 0 0 0 1 0 1 1
#> [1216,] 0 0 0 1 0 1 1
#> [1217,] 0 0 0 1 0 1 1
#> [1218,] 0 0 0 1 0 1 1
#> [1219,] 0 0 0 1 0 1 1
#> [1220,] 0 0 0 1 0 1 1
#> [1221,] 0 0 0 1 0 1 1
#> [1222,] 0 0 0 1 0 1 1
#> [1223,] 0 0 0 1 0 1 1
#> [1224,] 0 0 0 1 0 1 1
#> [1225,] 0 0 0 1 0 1 1
#> [1226,] 0 0 0 1 0 1 1
#> [1227,] 0 0 0 1 0 1 1
#> [1228,] 0 0 0 1 0 1 1
#> [1229,] 0 0 0 1 0 1 1
#> [1230,] 0 0 0 1 0 1 1
#> [1231,] 0 0 0 1 0 1 1
#> [1232,] 0 0 0 1 0 1 1
#> [1233,] 0 0 0 1 0 1 1
#> [1234,] 0 0 0 1 0 1 1
#> [1235,] 0 0 0 1 0 1 1
#> [1236,] 0 0 0 1 0 1 1
#> [1237,] 0 0 0 1 0 1 1
#> [1238,] 0 0 0 1 0 1 1
#> [1239,] 0 0 0 1 0 1 1
#> [1240,] 0 0 0 1 0 1 1
#> [1241,] 0 0 0 1 0 1 1
#> [1242,] 0 0 0 1 0 1 1
#> [1243,] 0 0 0 1 0 1 1
#> [1244,] 0 0 0 1 0 1 1
#> [1245,] 0 0 0 1 0 1 1
#> [1246,] 0 0 0 1 0 1 1
#> [1247,] 0 0 0 1 0 1 1
#> [1248,] 0 0 0 1 0 1 1
#> [1249,] 0 0 0 1 0 1 1
#> [1250,] 0 0 0 1 0 1 1
#> [1251,] 0 0 0 1 0 1 1
#> [1252,] 0 0 0 1 0 1 1
#> [1253,] 0 0 0 1 0 1 1
#> [1254,] 0 0 0 1 0 1 1
#> [1255,] 0 0 0 1 0 1 1
#> [1256,] 0 0 0 1 0 1 1
#> [1257,] 0 0 0 1 0 1 1
#> [1258,] 0 0 0 1 0 1 1
#> [1259,] 0 0 0 1 0 1 1
#> [1260,] 0 0 0 1 0 1 1
#> [1261,] 0 0 0 1 0 1 1
#> [1262,] 0 0 0 1 0 1 1
#> [1263,] 0 0 0 1 0 1 1
#> [1264,] 0 0 0 1 0 1 1
#> [1265,] 0 0 0 1 0 1 1
#> [1266,] 0 0 0 1 0 1 1
#> [1267,] 0 0 0 1 0 1 1
#> [1268,] 0 0 0 1 0 1 1
#> [1269,] 0 0 0 1 0 1 1
#> [1270,] 0 0 0 1 0 1 1
#> [1271,] 0 0 0 1 0 1 1
#> [1272,] 0 0 0 1 0 1 1
#> [1273,] 0 0 0 1 0 1 1
#> [1274,] 0 0 0 1 0 1 1
#> [1275,] 0 0 0 1 0 1 1
#> [1276,] 0 0 0 1 0 1 1
#> [1277,] 0 0 0 1 0 1 1
#> [1278,] 0 0 0 1 0 1 1
#> [1279,] 0 0 0 1 0 1 1
#> [1280,] 0 0 0 1 0 1 1
#> [1281,] 0 0 0 1 0 1 1
#> [1282,] 0 0 0 1 0 1 1
#> [1283,] 0 0 0 1 0 1 1
#> [1284,] 0 0 0 1 0 1 1
#> [1285,] 0 0 0 1 0 1 1
#> [1286,] 0 0 0 1 0 1 1
#> [1287,] 0 0 0 1 0 1 1
#> [1288,] 0 0 0 1 0 1 1
#> [1289,] 0 0 0 1 0 1 1
#> [1290,] 0 0 0 1 0 1 1
#> [1291,] 0 0 0 1 0 1 1
#> [1292,] 0 0 0 1 0 1 1
#> [1293,] 0 0 0 1 0 1 1
#> [1294,] 0 0 0 1 0 1 1
#> [1295,] 0 0 0 1 0 1 1
#> [1296,] 0 0 0 1 0 1 1
#> [1297,] 0 0 0 1 0 1 1
#> [1298,] 0 0 0 1 0 1 1
#> [1299,] 0 0 0 1 0 1 1
#> [1300,] 0 0 0 1 0 1 1
#> [1301,] 0 0 0 1 0 1 1
#> [1302,] 0 0 0 1 0 1 1
#> [1303,] 0 0 0 1 0 1 1
#> [1304,] 0 0 0 1 0 1 1
#> [1305,] 0 0 0 1 0 1 1
#> [1306,] 0 0 0 1 0 1 1
#> [1307,] 0 0 0 1 0 1 1
#> [1308,] 0 0 0 1 0 1 1
#> [1309,] 0 0 0 1 0 1 1
#> [1310,] 0 0 0 1 0 1 1
#> [1311,] 0 0 0 1 0 1 1
#> [1312,] 0 0 0 1 0 1 1
#> [1313,] 0 0 0 1 0 1 1
#> [1314,] 0 0 0 1 0 1 1
#> [1315,] 0 0 0 1 0 1 1
#> [1316,] 0 0 0 1 0 1 1
#> [1317,] 0 0 0 1 0 1 1
#> [1318,] 0 0 0 1 0 1 1
#> [1319,] 0 0 0 1 0 1 1
#> [1320,] 0 0 0 1 0 1 1
#> [1321,] 0 0 0 1 0 1 1
#> [1322,] 0 0 0 1 0 1 1
#> [1323,] 0 0 0 1 0 1 1
#> [1324,] 0 0 0 1 0 1 1
#> [1325,] 0 0 0 1 0 1 1
#> [1326,] 0 0 0 1 0 1 1
#> [1327,] 0 0 0 1 0 1 1
#> [1328,] 0 0 0 1 0 1 1
#> [1329,] 0 0 0 1 0 1 1
#> [1330,] 0 0 0 1 0 1 1
#> [1331,] 0 0 0 1 0 1 1
#> [1332,] 0 0 0 1 0 1 1
#> [1333,] 0 0 0 1 0 1 1
#> [1334,] 0 0 0 1 0 1 1
#> [1335,] 0 0 0 1 0 1 1
#> [1336,] 0 0 0 1 0 1 1
#> [1337,] 0 0 0 1 0 1 1
#> [1338,] 0 0 0 1 0 1 1
#> [1339,] 0 0 0 1 0 1 1
#> [1340,] 0 0 0 1 0 1 1
#> [1341,] 0 0 0 1 0 1 1
#> [1342,] 0 0 0 1 0 1 1
#> [1343,] 0 0 0 1 0 1 1
#> [1344,] 0 0 0 1 0 1 1
#> [1345,] 0 0 0 1 0 1 1
#> [1346,] 0 0 0 1 0 1 1
#> [1347,] 0 0 0 1 0 1 1
#> [1348,] 0 0 0 1 0 1 1
#> [1349,] 0 0 0 1 0 1 1
#> [1350,] 0 0 0 1 0 1 1
#> [1351,] 0 0 0 1 0 1 1
#> [1352,] 0 0 0 1 0 1 1
#> [1353,] 0 0 0 1 0 1 1
#> [1354,] 0 0 0 1 0 1 1
#> [1355,] 0 0 0 1 0 1 1
#> [1356,] 0 0 0 1 0 1 1
#> [1357,] 0 0 0 1 0 1 1
#> [1358,] 0 0 0 1 0 1 1
#> [1359,] 0 0 0 1 0 1 1
#> [1360,] 0 0 0 1 0 1 1
#> [1361,] 0 0 0 1 0 1 1
#> [1362,] 0 0 0 1 0 1 1
#> [1363,] 0 0 0 1 0 1 1
#> [1364,] 0 0 0 1 0 1 1
#> [1365,] 0 0 0 1 0 1 1
#> [1366,] 0 0 0 1 0 1 1
#> [1367,] 0 0 0 1 0 1 1
#> [1368,] 0 0 0 1 0 1 1
#> [1369,] 0 0 0 1 0 1 1
#> [1370,] 0 0 0 1 0 1 1
#> [1371,] 0 0 0 1 0 1 1
#> [1372,] 0 0 0 1 0 1 1
#> [1373,] 0 0 0 1 0 1 1
#> [1374,] 0 0 0 1 0 1 1
#> [1375,] 0 0 0 1 0 1 1
#> [1376,] 0 0 0 1 0 1 1
#> [1377,] 0 0 0 1 0 1 1
#> [1378,] 0 0 0 1 0 1 1
#> [1379,] 0 0 0 1 0 1 1
#> [1380,] 0 0 0 1 0 1 1
#> [1381,] 0 0 0 1 0 1 1
#> [1382,] 1 0 0 0 1 0 1
#> [1383,] 1 0 0 0 1 0 1
#> [1384,] 1 0 0 0 1 0 1
#> [1385,] 1 0 0 0 1 0 1
#> [1386,] 0 1 0 0 1 0 1
#> [1387,] 0 1 0 0 1 0 1
#> [1388,] 0 1 0 0 1 0 1
#> [1389,] 0 1 0 0 1 0 1
#> [1390,] 0 1 0 0 1 0 1
#> [1391,] 0 1 0 0 1 0 1
#> [1392,] 0 1 0 0 1 0 1
#> [1393,] 0 1 0 0 1 0 1
#> [1394,] 0 1 0 0 1 0 1
#> [1395,] 0 1 0 0 1 0 1
#> [1396,] 0 1 0 0 1 0 1
#> [1397,] 0 1 0 0 1 0 1
#> [1398,] 0 1 0 0 1 0 1
#> [1399,] 0 0 1 0 1 0 1
#> [1400,] 0 0 1 0 1 0 1
#> [1401,] 0 0 1 0 1 0 1
#> [1402,] 0 0 1 0 1 0 1
#> [1403,] 0 0 1 0 1 0 1
#> [1404,] 0 0 1 0 1 0 1
#> [1405,] 0 0 1 0 1 0 1
#> [1406,] 0 0 1 0 1 0 1
#> [1407,] 0 0 1 0 1 0 1
#> [1408,] 0 0 1 0 1 0 1
#> [1409,] 0 0 1 0 1 0 1
#> [1410,] 0 0 1 0 1 0 1
#> [1411,] 0 0 1 0 1 0 1
#> [1412,] 0 0 1 0 1 0 1
#> [1413,] 0 0 1 0 1 0 1
#> [1414,] 0 0 1 0 1 0 1
#> [1415,] 0 0 1 0 1 0 1
#> [1416,] 0 0 1 0 1 0 1
#> [1417,] 0 0 1 0 1 0 1
#> [1418,] 0 0 1 0 1 0 1
#> [1419,] 0 0 1 0 1 0 1
#> [1420,] 0 0 1 0 1 0 1
#> [1421,] 0 0 1 0 1 0 1
#> [1422,] 0 0 1 0 1 0 1
#> [1423,] 0 0 1 0 1 0 1
#> [1424,] 0 0 1 0 1 0 1
#> [1425,] 0 0 1 0 1 0 1
#> [1426,] 0 0 1 0 1 0 1
#> [1427,] 0 0 1 0 1 0 1
#> [1428,] 0 0 1 0 1 0 1
#> [1429,] 0 0 1 0 1 0 1
#> [1430,] 0 0 1 0 1 0 1
#> [1431,] 0 0 1 0 1 0 1
#> [1432,] 0 0 1 0 1 0 1
#> [1433,] 0 0 1 0 1 0 1
#> [1434,] 0 0 1 0 1 0 1
#> [1435,] 0 0 1 0 1 0 1
#> [1436,] 0 0 1 0 1 0 1
#> [1437,] 0 0 1 0 1 0 1
#> [1438,] 0 0 1 0 1 0 1
#> [1439,] 0 0 1 0 1 0 1
#> [1440,] 0 0 1 0 1 0 1
#> [1441,] 0 0 1 0 1 0 1
#> [1442,] 0 0 1 0 1 0 1
#> [1443,] 0 0 1 0 1 0 1
#> [1444,] 0 0 1 0 1 0 1
#> [1445,] 0 0 1 0 1 0 1
#> [1446,] 0 0 1 0 1 0 1
#> [1447,] 0 0 1 0 1 0 1
#> [1448,] 0 0 1 0 1 0 1
#> [1449,] 0 0 1 0 1 0 1
#> [1450,] 0 0 1 0 1 0 1
#> [1451,] 0 0 1 0 1 0 1
#> [1452,] 0 0 1 0 1 0 1
#> [1453,] 0 0 1 0 1 0 1
#> [1454,] 0 0 1 0 1 0 1
#> [1455,] 0 0 1 0 1 0 1
#> [1456,] 0 0 1 0 1 0 1
#> [1457,] 0 0 1 0 1 0 1
#> [1458,] 0 0 1 0 1 0 1
#> [1459,] 0 0 1 0 1 0 1
#> [1460,] 0 0 1 0 1 0 1
#> [1461,] 0 0 1 0 1 0 1
#> [1462,] 0 0 1 0 1 0 1
#> [1463,] 0 0 1 0 1 0 1
#> [1464,] 0 0 1 0 1 0 1
#> [1465,] 0 0 1 0 1 0 1
#> [1466,] 0 0 1 0 1 0 1
#> [1467,] 0 0 1 0 1 0 1
#> [1468,] 0 0 1 0 1 0 1
#> [1469,] 0 0 1 0 1 0 1
#> [1470,] 0 0 1 0 1 0 1
#> [1471,] 0 0 1 0 1 0 1
#> [1472,] 0 0 1 0 1 0 1
#> [1473,] 0 0 1 0 1 0 1
#> [1474,] 0 0 1 0 1 0 1
#> [1475,] 0 0 1 0 1 0 1
#> [1476,] 0 0 1 0 1 0 1
#> [1477,] 0 0 1 0 1 0 1
#> [1478,] 0 0 1 0 1 0 1
#> [1479,] 0 0 1 0 1 0 1
#> [1480,] 0 0 1 0 1 0 1
#> [1481,] 0 0 1 0 1 0 1
#> [1482,] 0 0 1 0 1 0 1
#> [1483,] 0 0 1 0 1 0 1
#> [1484,] 0 0 1 0 1 0 1
#> [1485,] 0 0 1 0 1 0 1
#> [1486,] 0 0 1 0 1 0 1
#> [1487,] 0 0 1 0 1 0 1
#> [1488,] 0 0 0 1 1 0 1
#> [1489,] 0 0 0 1 1 0 1
#> [1490,] 0 0 0 1 1 0 1
#> [1491,] 1 0 0 0 0 1 0
#> [1492,] 1 0 0 0 0 1 0
#> [1493,] 1 0 0 0 0 1 0
#> [1494,] 1 0 0 0 0 1 0
#> [1495,] 1 0 0 0 0 1 0
#> [1496,] 0 1 0 0 0 1 0
#> [1497,] 0 1 0 0 0 1 0
#> [1498,] 0 1 0 0 0 1 0
#> [1499,] 0 1 0 0 0 1 0
#> [1500,] 0 1 0 0 0 1 0
#> [1501,] 0 1 0 0 0 1 0
#> [1502,] 0 1 0 0 0 1 0
#> [1503,] 0 1 0 0 0 1 0
#> [1504,] 0 1 0 0 0 1 0
#> [1505,] 0 1 0 0 0 1 0
#> [1506,] 0 1 0 0 0 1 0
#> [1507,] 0 0 1 0 0 1 0
#> [1508,] 0 0 1 0 0 1 0
#> [1509,] 0 0 1 0 0 1 0
#> [1510,] 0 0 1 0 0 1 0
#> [1511,] 0 0 1 0 0 1 0
#> [1512,] 0 0 1 0 0 1 0
#> [1513,] 0 0 1 0 0 1 0
#> [1514,] 0 0 1 0 0 1 0
#> [1515,] 0 0 1 0 0 1 0
#> [1516,] 0 0 1 0 0 1 0
#> [1517,] 0 0 1 0 0 1 0
#> [1518,] 0 0 1 0 0 1 0
#> [1519,] 0 0 1 0 0 1 0
#> [1520,] 1 0 0 0 1 0 0
#> [1521,] 0 1 0 0 1 0 0
#> [1522,] 0 1 0 0 1 0 0
#> [1523,] 0 1 0 0 1 0 0
#> [1524,] 0 1 0 0 1 0 0
#> [1525,] 0 1 0 0 1 0 0
#> [1526,] 0 1 0 0 1 0 0
#> [1527,] 0 1 0 0 1 0 0
#> [1528,] 0 1 0 0 1 0 0
#> [1529,] 0 1 0 0 1 0 0
#> [1530,] 0 1 0 0 1 0 0
#> [1531,] 0 1 0 0 1 0 0
#> [1532,] 0 1 0 0 1 0 0
#> [1533,] 0 1 0 0 1 0 0
#> [1534,] 0 0 1 0 1 0 0
#> [1535,] 0 0 1 0 1 0 0
#> [1536,] 0 0 1 0 1 0 0
#> [1537,] 0 0 1 0 1 0 0
#> [1538,] 0 0 1 0 1 0 0
#> [1539,] 0 0 1 0 1 0 0
#> [1540,] 0 0 1 0 1 0 0
#> [1541,] 0 0 1 0 1 0 0
#> [1542,] 0 0 1 0 1 0 0
#> [1543,] 0 0 1 0 1 0 0
#> [1544,] 0 0 1 0 1 0 0
#> [1545,] 0 0 1 0 1 0 0
#> [1546,] 0 0 1 0 1 0 0
#> [1547,] 0 0 1 0 1 0 0
#> [1548,] 1 0 0 0 0 1 1
#> [1549,] 1 0 0 0 0 1 1
#> [1550,] 1 0 0 0 0 1 1
#> [1551,] 1 0 0 0 0 1 1
#> [1552,] 1 0 0 0 0 1 1
#> [1553,] 1 0 0 0 0 1 1
#> [1554,] 1 0 0 0 0 1 1
#> [1555,] 1 0 0 0 0 1 1
#> [1556,] 1 0 0 0 0 1 1
#> [1557,] 1 0 0 0 0 1 1
#> [1558,] 1 0 0 0 0 1 1
#> [1559,] 1 0 0 0 0 1 1
#> [1560,] 1 0 0 0 0 1 1
#> [1561,] 1 0 0 0 0 1 1
#> [1562,] 1 0 0 0 0 1 1
#> [1563,] 1 0 0 0 0 1 1
#> [1564,] 1 0 0 0 0 1 1
#> [1565,] 1 0 0 0 0 1 1
#> [1566,] 1 0 0 0 0 1 1
#> [1567,] 1 0 0 0 0 1 1
#> [1568,] 1 0 0 0 0 1 1
#> [1569,] 1 0 0 0 0 1 1
#> [1570,] 1 0 0 0 0 1 1
#> [1571,] 1 0 0 0 0 1 1
#> [1572,] 1 0 0 0 0 1 1
#> [1573,] 1 0 0 0 0 1 1
#> [1574,] 1 0 0 0 0 1 1
#> [1575,] 1 0 0 0 0 1 1
#> [1576,] 1 0 0 0 0 1 1
#> [1577,] 1 0 0 0 0 1 1
#> [1578,] 1 0 0 0 0 1 1
#> [1579,] 1 0 0 0 0 1 1
#> [1580,] 1 0 0 0 0 1 1
#> [1581,] 1 0 0 0 0 1 1
#> [1582,] 1 0 0 0 0 1 1
#> [1583,] 1 0 0 0 0 1 1
#> [1584,] 1 0 0 0 0 1 1
#> [1585,] 1 0 0 0 0 1 1
#> [1586,] 1 0 0 0 0 1 1
#> [1587,] 1 0 0 0 0 1 1
#> [1588,] 1 0 0 0 0 1 1
#> [1589,] 1 0 0 0 0 1 1
#> [1590,] 1 0 0 0 0 1 1
#> [1591,] 1 0 0 0 0 1 1
#> [1592,] 1 0 0 0 0 1 1
#> [1593,] 1 0 0 0 0 1 1
#> [1594,] 1 0 0 0 0 1 1
#> [1595,] 1 0 0 0 0 1 1
#> [1596,] 1 0 0 0 0 1 1
#> [1597,] 1 0 0 0 0 1 1
#> [1598,] 1 0 0 0 0 1 1
#> [1599,] 1 0 0 0 0 1 1
#> [1600,] 1 0 0 0 0 1 1
#> [1601,] 1 0 0 0 0 1 1
#> [1602,] 1 0 0 0 0 1 1
#> [1603,] 1 0 0 0 0 1 1
#> [1604,] 1 0 0 0 0 1 1
#> [1605,] 0 1 0 0 0 1 1
#> [1606,] 0 1 0 0 0 1 1
#> [1607,] 0 1 0 0 0 1 1
#> [1608,] 0 1 0 0 0 1 1
#> [1609,] 0 1 0 0 0 1 1
#> [1610,] 0 1 0 0 0 1 1
#> [1611,] 0 1 0 0 0 1 1
#> [1612,] 0 1 0 0 0 1 1
#> [1613,] 0 1 0 0 0 1 1
#> [1614,] 0 1 0 0 0 1 1
#> [1615,] 0 1 0 0 0 1 1
#> [1616,] 0 1 0 0 0 1 1
#> [1617,] 0 1 0 0 0 1 1
#> [1618,] 0 1 0 0 0 1 1
#> [1619,] 0 0 1 0 0 1 1
#> [1620,] 0 0 1 0 0 1 1
#> [1621,] 0 0 1 0 0 1 1
#> [1622,] 0 0 1 0 0 1 1
#> [1623,] 0 0 1 0 0 1 1
#> [1624,] 0 0 1 0 0 1 1
#> [1625,] 0 0 1 0 0 1 1
#> [1626,] 0 0 1 0 0 1 1
#> [1627,] 0 0 1 0 0 1 1
#> [1628,] 0 0 1 0 0 1 1
#> [1629,] 0 0 1 0 0 1 1
#> [1630,] 0 0 1 0 0 1 1
#> [1631,] 0 0 1 0 0 1 1
#> [1632,] 0 0 1 0 0 1 1
#> [1633,] 0 0 1 0 0 1 1
#> [1634,] 0 0 1 0 0 1 1
#> [1635,] 0 0 1 0 0 1 1
#> [1636,] 0 0 1 0 0 1 1
#> [1637,] 0 0 1 0 0 1 1
#> [1638,] 0 0 1 0 0 1 1
#> [1639,] 0 0 1 0 0 1 1
#> [1640,] 0 0 1 0 0 1 1
#> [1641,] 0 0 1 0 0 1 1
#> [1642,] 0 0 1 0 0 1 1
#> [1643,] 0 0 1 0 0 1 1
#> [1644,] 0 0 1 0 0 1 1
#> [1645,] 0 0 1 0 0 1 1
#> [1646,] 0 0 1 0 0 1 1
#> [1647,] 0 0 1 0 0 1 1
#> [1648,] 0 0 1 0 0 1 1
#> [1649,] 0 0 1 0 0 1 1
#> [1650,] 0 0 1 0 0 1 1
#> [1651,] 0 0 1 0 0 1 1
#> [1652,] 0 0 1 0 0 1 1
#> [1653,] 0 0 1 0 0 1 1
#> [1654,] 0 0 1 0 0 1 1
#> [1655,] 0 0 1 0 0 1 1
#> [1656,] 0 0 1 0 0 1 1
#> [1657,] 0 0 1 0 0 1 1
#> [1658,] 0 0 1 0 0 1 1
#> [1659,] 0 0 1 0 0 1 1
#> [1660,] 0 0 1 0 0 1 1
#> [1661,] 0 0 1 0 0 1 1
#> [1662,] 0 0 1 0 0 1 1
#> [1663,] 0 0 1 0 0 1 1
#> [1664,] 0 0 1 0 0 1 1
#> [1665,] 0 0 1 0 0 1 1
#> [1666,] 0 0 1 0 0 1 1
#> [1667,] 0 0 1 0 0 1 1
#> [1668,] 0 0 1 0 0 1 1
#> [1669,] 0 0 1 0 0 1 1
#> [1670,] 0 0 1 0 0 1 1
#> [1671,] 0 0 1 0 0 1 1
#> [1672,] 0 0 1 0 0 1 1
#> [1673,] 0 0 1 0 0 1 1
#> [1674,] 0 0 1 0 0 1 1
#> [1675,] 0 0 1 0 0 1 1
#> [1676,] 0 0 1 0 0 1 1
#> [1677,] 0 0 1 0 0 1 1
#> [1678,] 0 0 1 0 0 1 1
#> [1679,] 0 0 1 0 0 1 1
#> [1680,] 0 0 1 0 0 1 1
#> [1681,] 0 0 1 0 0 1 1
#> [1682,] 0 0 1 0 0 1 1
#> [1683,] 0 0 1 0 0 1 1
#> [1684,] 0 0 1 0 0 1 1
#> [1685,] 0 0 1 0 0 1 1
#> [1686,] 0 0 1 0 0 1 1
#> [1687,] 0 0 1 0 0 1 1
#> [1688,] 0 0 1 0 0 1 1
#> [1689,] 0 0 1 0 0 1 1
#> [1690,] 0 0 1 0 0 1 1
#> [1691,] 0 0 1 0 0 1 1
#> [1692,] 0 0 1 0 0 1 1
#> [1693,] 0 0 1 0 0 1 1
#> [1694,] 0 0 0 1 0 1 1
#> [1695,] 0 0 0 1 0 1 1
#> [1696,] 0 0 0 1 0 1 1
#> [1697,] 0 0 0 1 0 1 1
#> [1698,] 0 0 0 1 0 1 1
#> [1699,] 0 0 0 1 0 1 1
#> [1700,] 0 0 0 1 0 1 1
#> [1701,] 0 0 0 1 0 1 1
#> [1702,] 0 0 0 1 0 1 1
#> [1703,] 0 0 0 1 0 1 1
#> [1704,] 0 0 0 1 0 1 1
#> [1705,] 0 0 0 1 0 1 1
#> [1706,] 0 0 0 1 0 1 1
#> [1707,] 0 0 0 1 0 1 1
#> [1708,] 0 0 0 1 0 1 1
#> [1709,] 0 0 0 1 0 1 1
#> [1710,] 0 0 0 1 0 1 1
#> [1711,] 0 0 0 1 0 1 1
#> [1712,] 0 0 0 1 0 1 1
#> [1713,] 0 0 0 1 0 1 1
#> [1714,] 0 0 0 1 0 1 1
#> [1715,] 0 0 0 1 0 1 1
#> [1716,] 0 0 0 1 0 1 1
#> [1717,] 0 0 0 1 0 1 1
#> [1718,] 0 0 0 1 0 1 1
#> [1719,] 0 0 0 1 0 1 1
#> [1720,] 0 0 0 1 0 1 1
#> [1721,] 0 0 0 1 0 1 1
#> [1722,] 0 0 0 1 0 1 1
#> [1723,] 0 0 0 1 0 1 1
#> [1724,] 0 0 0 1 0 1 1
#> [1725,] 0 0 0 1 0 1 1
#> [1726,] 0 0 0 1 0 1 1
#> [1727,] 0 0 0 1 0 1 1
#> [1728,] 0 0 0 1 0 1 1
#> [1729,] 0 0 0 1 0 1 1
#> [1730,] 0 0 0 1 0 1 1
#> [1731,] 0 0 0 1 0 1 1
#> [1732,] 0 0 0 1 0 1 1
#> [1733,] 0 0 0 1 0 1 1
#> [1734,] 0 0 0 1 0 1 1
#> [1735,] 0 0 0 1 0 1 1
#> [1736,] 0 0 0 1 0 1 1
#> [1737,] 0 0 0 1 0 1 1
#> [1738,] 0 0 0 1 0 1 1
#> [1739,] 0 0 0 1 0 1 1
#> [1740,] 0 0 0 1 0 1 1
#> [1741,] 0 0 0 1 0 1 1
#> [1742,] 0 0 0 1 0 1 1
#> [1743,] 0 0 0 1 0 1 1
#> [1744,] 0 0 0 1 0 1 1
#> [1745,] 0 0 0 1 0 1 1
#> [1746,] 0 0 0 1 0 1 1
#> [1747,] 0 0 0 1 0 1 1
#> [1748,] 0 0 0 1 0 1 1
#> [1749,] 0 0 0 1 0 1 1
#> [1750,] 0 0 0 1 0 1 1
#> [1751,] 0 0 0 1 0 1 1
#> [1752,] 0 0 0 1 0 1 1
#> [1753,] 0 0 0 1 0 1 1
#> [1754,] 0 0 0 1 0 1 1
#> [1755,] 0 0 0 1 0 1 1
#> [1756,] 0 0 0 1 0 1 1
#> [1757,] 0 0 0 1 0 1 1
#> [1758,] 0 0 0 1 0 1 1
#> [1759,] 0 0 0 1 0 1 1
#> [1760,] 0 0 0 1 0 1 1
#> [1761,] 0 0 0 1 0 1 1
#> [1762,] 0 0 0 1 0 1 1
#> [1763,] 0 0 0 1 0 1 1
#> [1764,] 0 0 0 1 0 1 1
#> [1765,] 0 0 0 1 0 1 1
#> [1766,] 0 0 0 1 0 1 1
#> [1767,] 0 0 0 1 0 1 1
#> [1768,] 0 0 0 1 0 1 1
#> [1769,] 0 0 0 1 0 1 1
#> [1770,] 0 0 0 1 0 1 1
#> [1771,] 0 0 0 1 0 1 1
#> [1772,] 0 0 0 1 0 1 1
#> [1773,] 0 0 0 1 0 1 1
#> [1774,] 0 0 0 1 0 1 1
#> [1775,] 0 0 0 1 0 1 1
#> [1776,] 0 0 0 1 0 1 1
#> [1777,] 0 0 0 1 0 1 1
#> [1778,] 0 0 0 1 0 1 1
#> [1779,] 0 0 0 1 0 1 1
#> [1780,] 0 0 0 1 0 1 1
#> [1781,] 0 0 0 1 0 1 1
#> [1782,] 0 0 0 1 0 1 1
#> [1783,] 0 0 0 1 0 1 1
#> [1784,] 0 0 0 1 0 1 1
#> [1785,] 0 0 0 1 0 1 1
#> [1786,] 0 0 0 1 0 1 1
#> [1787,] 0 0 0 1 0 1 1
#> [1788,] 0 0 0 1 0 1 1
#> [1789,] 0 0 0 1 0 1 1
#> [1790,] 0 0 0 1 0 1 1
#> [1791,] 0 0 0 1 0 1 1
#> [1792,] 0 0 0 1 0 1 1
#> [1793,] 0 0 0 1 0 1 1
#> [1794,] 0 0 0 1 0 1 1
#> [1795,] 0 0 0 1 0 1 1
#> [1796,] 0 0 0 1 0 1 1
#> [1797,] 0 0 0 1 0 1 1
#> [1798,] 0 0 0 1 0 1 1
#> [1799,] 0 0 0 1 0 1 1
#> [1800,] 0 0 0 1 0 1 1
#> [1801,] 0 0 0 1 0 1 1
#> [1802,] 0 0 0 1 0 1 1
#> [1803,] 0 0 0 1 0 1 1
#> [1804,] 0 0 0 1 0 1 1
#> [1805,] 0 0 0 1 0 1 1
#> [1806,] 0 0 0 1 0 1 1
#> [1807,] 0 0 0 1 0 1 1
#> [1808,] 0 0 0 1 0 1 1
#> [1809,] 0 0 0 1 0 1 1
#> [1810,] 0 0 0 1 0 1 1
#> [1811,] 0 0 0 1 0 1 1
#> [1812,] 0 0 0 1 0 1 1
#> [1813,] 0 0 0 1 0 1 1
#> [1814,] 0 0 0 1 0 1 1
#> [1815,] 0 0 0 1 0 1 1
#> [1816,] 0 0 0 1 0 1 1
#> [1817,] 0 0 0 1 0 1 1
#> [1818,] 0 0 0 1 0 1 1
#> [1819,] 0 0 0 1 0 1 1
#> [1820,] 0 0 0 1 0 1 1
#> [1821,] 0 0 0 1 0 1 1
#> [1822,] 0 0 0 1 0 1 1
#> [1823,] 0 0 0 1 0 1 1
#> [1824,] 0 0 0 1 0 1 1
#> [1825,] 0 0 0 1 0 1 1
#> [1826,] 0 0 0 1 0 1 1
#> [1827,] 0 0 0 1 0 1 1
#> [1828,] 0 0 0 1 0 1 1
#> [1829,] 0 0 0 1 0 1 1
#> [1830,] 0 0 0 1 0 1 1
#> [1831,] 0 0 0 1 0 1 1
#> [1832,] 0 0 0 1 0 1 1
#> [1833,] 0 0 0 1 0 1 1
#> [1834,] 0 0 0 1 0 1 1
#> [1835,] 0 0 0 1 0 1 1
#> [1836,] 0 0 0 1 0 1 1
#> [1837,] 0 0 0 1 0 1 1
#> [1838,] 0 0 0 1 0 1 1
#> [1839,] 0 0 0 1 0 1 1
#> [1840,] 0 0 0 1 0 1 1
#> [1841,] 0 0 0 1 0 1 1
#> [1842,] 0 0 0 1 0 1 1
#> [1843,] 0 0 0 1 0 1 1
#> [1844,] 0 0 0 1 0 1 1
#> [1845,] 0 0 0 1 0 1 1
#> [1846,] 0 0 0 1 0 1 1
#> [1847,] 0 0 0 1 0 1 1
#> [1848,] 0 0 0 1 0 1 1
#> [1849,] 0 0 0 1 0 1 1
#> [1850,] 0 0 0 1 0 1 1
#> [1851,] 0 0 0 1 0 1 1
#> [1852,] 0 0 0 1 0 1 1
#> [1853,] 0 0 0 1 0 1 1
#> [1854,] 0 0 0 1 0 1 1
#> [1855,] 0 0 0 1 0 1 1
#> [1856,] 0 0 0 1 0 1 1
#> [1857,] 0 0 0 1 0 1 1
#> [1858,] 0 0 0 1 0 1 1
#> [1859,] 0 0 0 1 0 1 1
#> [1860,] 0 0 0 1 0 1 1
#> [1861,] 0 0 0 1 0 1 1
#> [1862,] 0 0 0 1 0 1 1
#> [1863,] 0 0 0 1 0 1 1
#> [1864,] 0 0 0 1 0 1 1
#> [1865,] 0 0 0 1 0 1 1
#> [1866,] 0 0 0 1 0 1 1
#> [1867,] 0 0 0 1 0 1 1
#> [1868,] 0 0 0 1 0 1 1
#> [1869,] 0 0 0 1 0 1 1
#> [1870,] 0 0 0 1 0 1 1
#> [1871,] 0 0 0 1 0 1 1
#> [1872,] 0 0 0 1 0 1 1
#> [1873,] 0 0 0 1 0 1 1
#> [1874,] 0 0 0 1 0 1 1
#> [1875,] 0 0 0 1 0 1 1
#> [1876,] 0 0 0 1 0 1 1
#> [1877,] 0 0 0 1 0 1 1
#> [1878,] 0 0 0 1 0 1 1
#> [1879,] 0 0 0 1 0 1 1
#> [1880,] 0 0 0 1 0 1 1
#> [1881,] 0 0 0 1 0 1 1
#> [1882,] 0 0 0 1 0 1 1
#> [1883,] 0 0 0 1 0 1 1
#> [1884,] 0 0 0 1 0 1 1
#> [1885,] 0 0 0 1 0 1 1
#> [1886,] 1 0 0 0 1 0 1
#> [1887,] 1 0 0 0 1 0 1
#> [1888,] 1 0 0 0 1 0 1
#> [1889,] 1 0 0 0 1 0 1
#> [1890,] 1 0 0 0 1 0 1
#> [1891,] 1 0 0 0 1 0 1
#> [1892,] 1 0 0 0 1 0 1
#> [1893,] 1 0 0 0 1 0 1
#> [1894,] 1 0 0 0 1 0 1
#> [1895,] 1 0 0 0 1 0 1
#> [1896,] 1 0 0 0 1 0 1
#> [1897,] 1 0 0 0 1 0 1
#> [1898,] 1 0 0 0 1 0 1
#> [1899,] 1 0 0 0 1 0 1
#> [1900,] 1 0 0 0 1 0 1
#> [1901,] 1 0 0 0 1 0 1
#> [1902,] 1 0 0 0 1 0 1
#> [1903,] 1 0 0 0 1 0 1
#> [1904,] 1 0 0 0 1 0 1
#> [1905,] 1 0 0 0 1 0 1
#> [1906,] 1 0 0 0 1 0 1
#> [1907,] 1 0 0 0 1 0 1
#> [1908,] 1 0 0 0 1 0 1
#> [1909,] 1 0 0 0 1 0 1
#> [1910,] 1 0 0 0 1 0 1
#> [1911,] 1 0 0 0 1 0 1
#> [1912,] 1 0 0 0 1 0 1
#> [1913,] 1 0 0 0 1 0 1
#> [1914,] 1 0 0 0 1 0 1
#> [1915,] 1 0 0 0 1 0 1
#> [1916,] 1 0 0 0 1 0 1
#> [1917,] 1 0 0 0 1 0 1
#> [1918,] 1 0 0 0 1 0 1
#> [1919,] 1 0 0 0 1 0 1
#> [1920,] 1 0 0 0 1 0 1
#> [1921,] 1 0 0 0 1 0 1
#> [1922,] 1 0 0 0 1 0 1
#> [1923,] 1 0 0 0 1 0 1
#> [1924,] 1 0 0 0 1 0 1
#> [1925,] 1 0 0 0 1 0 1
#> [1926,] 1 0 0 0 1 0 1
#> [1927,] 1 0 0 0 1 0 1
#> [1928,] 1 0 0 0 1 0 1
#> [1929,] 1 0 0 0 1 0 1
#> [1930,] 1 0 0 0 1 0 1
#> [1931,] 1 0 0 0 1 0 1
#> [1932,] 1 0 0 0 1 0 1
#> [1933,] 1 0 0 0 1 0 1
#> [1934,] 1 0 0 0 1 0 1
#> [1935,] 1 0 0 0 1 0 1
#> [1936,] 1 0 0 0 1 0 1
#> [1937,] 1 0 0 0 1 0 1
#> [1938,] 1 0 0 0 1 0 1
#> [1939,] 1 0 0 0 1 0 1
#> [1940,] 1 0 0 0 1 0 1
#> [1941,] 1 0 0 0 1 0 1
#> [1942,] 1 0 0 0 1 0 1
#> [1943,] 1 0 0 0 1 0 1
#> [1944,] 1 0 0 0 1 0 1
#> [1945,] 1 0 0 0 1 0 1
#> [1946,] 1 0 0 0 1 0 1
#> [1947,] 1 0 0 0 1 0 1
#> [1948,] 1 0 0 0 1 0 1
#> [1949,] 1 0 0 0 1 0 1
#> [1950,] 1 0 0 0 1 0 1
#> [1951,] 1 0 0 0 1 0 1
#> [1952,] 1 0 0 0 1 0 1
#> [1953,] 1 0 0 0 1 0 1
#> [1954,] 1 0 0 0 1 0 1
#> [1955,] 1 0 0 0 1 0 1
#> [1956,] 1 0 0 0 1 0 1
#> [1957,] 1 0 0 0 1 0 1
#> [1958,] 1 0 0 0 1 0 1
#> [1959,] 1 0 0 0 1 0 1
#> [1960,] 1 0 0 0 1 0 1
#> [1961,] 1 0 0 0 1 0 1
#> [1962,] 1 0 0 0 1 0 1
#> [1963,] 1 0 0 0 1 0 1
#> [1964,] 1 0 0 0 1 0 1
#> [1965,] 1 0 0 0 1 0 1
#> [1966,] 1 0 0 0 1 0 1
#> [1967,] 1 0 0 0 1 0 1
#> [1968,] 1 0 0 0 1 0 1
#> [1969,] 1 0 0 0 1 0 1
#> [1970,] 1 0 0 0 1 0 1
#> [1971,] 1 0 0 0 1 0 1
#> [1972,] 1 0 0 0 1 0 1
#> [1973,] 1 0 0 0 1 0 1
#> [1974,] 1 0 0 0 1 0 1
#> [1975,] 1 0 0 0 1 0 1
#> [1976,] 1 0 0 0 1 0 1
#> [1977,] 1 0 0 0 1 0 1
#> [1978,] 1 0 0 0 1 0 1
#> [1979,] 1 0 0 0 1 0 1
#> [1980,] 1 0 0 0 1 0 1
#> [1981,] 1 0 0 0 1 0 1
#> [1982,] 1 0 0 0 1 0 1
#> [1983,] 1 0 0 0 1 0 1
#> [1984,] 1 0 0 0 1 0 1
#> [1985,] 1 0 0 0 1 0 1
#> [1986,] 1 0 0 0 1 0 1
#> [1987,] 1 0 0 0 1 0 1
#> [1988,] 1 0 0 0 1 0 1
#> [1989,] 1 0 0 0 1 0 1
#> [1990,] 1 0 0 0 1 0 1
#> [1991,] 1 0 0 0 1 0 1
#> [1992,] 1 0 0 0 1 0 1
#> [1993,] 1 0 0 0 1 0 1
#> [1994,] 1 0 0 0 1 0 1
#> [1995,] 1 0 0 0 1 0 1
#> [1996,] 1 0 0 0 1 0 1
#> [1997,] 1 0 0 0 1 0 1
#> [1998,] 1 0 0 0 1 0 1
#> [1999,] 1 0 0 0 1 0 1
#> [2000,] 1 0 0 0 1 0 1
#> [2001,] 1 0 0 0 1 0 1
#> [2002,] 1 0 0 0 1 0 1
#> [2003,] 1 0 0 0 1 0 1
#> [2004,] 1 0 0 0 1 0 1
#> [2005,] 1 0 0 0 1 0 1
#> [2006,] 1 0 0 0 1 0 1
#> [2007,] 1 0 0 0 1 0 1
#> [2008,] 1 0 0 0 1 0 1
#> [2009,] 1 0 0 0 1 0 1
#> [2010,] 1 0 0 0 1 0 1
#> [2011,] 1 0 0 0 1 0 1
#> [2012,] 1 0 0 0 1 0 1
#> [2013,] 1 0 0 0 1 0 1
#> [2014,] 1 0 0 0 1 0 1
#> [2015,] 1 0 0 0 1 0 1
#> [2016,] 1 0 0 0 1 0 1
#> [2017,] 1 0 0 0 1 0 1
#> [2018,] 1 0 0 0 1 0 1
#> [2019,] 1 0 0 0 1 0 1
#> [2020,] 1 0 0 0 1 0 1
#> [2021,] 1 0 0 0 1 0 1
#> [2022,] 1 0 0 0 1 0 1
#> [2023,] 1 0 0 0 1 0 1
#> [2024,] 1 0 0 0 1 0 1
#> [2025,] 1 0 0 0 1 0 1
#> [2026,] 0 1 0 0 1 0 1
#> [2027,] 0 1 0 0 1 0 1
#> [2028,] 0 1 0 0 1 0 1
#> [2029,] 0 1 0 0 1 0 1
#> [2030,] 0 1 0 0 1 0 1
#> [2031,] 0 1 0 0 1 0 1
#> [2032,] 0 1 0 0 1 0 1
#> [2033,] 0 1 0 0 1 0 1
#> [2034,] 0 1 0 0 1 0 1
#> [2035,] 0 1 0 0 1 0 1
#> [2036,] 0 1 0 0 1 0 1
#> [2037,] 0 1 0 0 1 0 1
#> [2038,] 0 1 0 0 1 0 1
#> [2039,] 0 1 0 0 1 0 1
#> [2040,] 0 1 0 0 1 0 1
#> [2041,] 0 1 0 0 1 0 1
#> [2042,] 0 1 0 0 1 0 1
#> [2043,] 0 1 0 0 1 0 1
#> [2044,] 0 1 0 0 1 0 1
#> [2045,] 0 1 0 0 1 0 1
#> [2046,] 0 1 0 0 1 0 1
#> [2047,] 0 1 0 0 1 0 1
#> [2048,] 0 1 0 0 1 0 1
#> [2049,] 0 1 0 0 1 0 1
#> [2050,] 0 1 0 0 1 0 1
#> [2051,] 0 1 0 0 1 0 1
#> [2052,] 0 1 0 0 1 0 1
#> [2053,] 0 1 0 0 1 0 1
#> [2054,] 0 1 0 0 1 0 1
#> [2055,] 0 1 0 0 1 0 1
#> [2056,] 0 1 0 0 1 0 1
#> [2057,] 0 1 0 0 1 0 1
#> [2058,] 0 1 0 0 1 0 1
#> [2059,] 0 1 0 0 1 0 1
#> [2060,] 0 1 0 0 1 0 1
#> [2061,] 0 1 0 0 1 0 1
#> [2062,] 0 1 0 0 1 0 1
#> [2063,] 0 1 0 0 1 0 1
#> [2064,] 0 1 0 0 1 0 1
#> [2065,] 0 1 0 0 1 0 1
#> [2066,] 0 1 0 0 1 0 1
#> [2067,] 0 1 0 0 1 0 1
#> [2068,] 0 1 0 0 1 0 1
#> [2069,] 0 1 0 0 1 0 1
#> [2070,] 0 1 0 0 1 0 1
#> [2071,] 0 1 0 0 1 0 1
#> [2072,] 0 1 0 0 1 0 1
#> [2073,] 0 1 0 0 1 0 1
#> [2074,] 0 1 0 0 1 0 1
#> [2075,] 0 1 0 0 1 0 1
#> [2076,] 0 1 0 0 1 0 1
#> [2077,] 0 1 0 0 1 0 1
#> [2078,] 0 1 0 0 1 0 1
#> [2079,] 0 1 0 0 1 0 1
#> [2080,] 0 1 0 0 1 0 1
#> [2081,] 0 1 0 0 1 0 1
#> [2082,] 0 1 0 0 1 0 1
#> [2083,] 0 1 0 0 1 0 1
#> [2084,] 0 1 0 0 1 0 1
#> [2085,] 0 1 0 0 1 0 1
#> [2086,] 0 1 0 0 1 0 1
#> [2087,] 0 1 0 0 1 0 1
#> [2088,] 0 1 0 0 1 0 1
#> [2089,] 0 1 0 0 1 0 1
#> [2090,] 0 1 0 0 1 0 1
#> [2091,] 0 1 0 0 1 0 1
#> [2092,] 0 1 0 0 1 0 1
#> [2093,] 0 1 0 0 1 0 1
#> [2094,] 0 1 0 0 1 0 1
#> [2095,] 0 1 0 0 1 0 1
#> [2096,] 0 1 0 0 1 0 1
#> [2097,] 0 1 0 0 1 0 1
#> [2098,] 0 1 0 0 1 0 1
#> [2099,] 0 1 0 0 1 0 1
#> [2100,] 0 1 0 0 1 0 1
#> [2101,] 0 1 0 0 1 0 1
#> [2102,] 0 1 0 0 1 0 1
#> [2103,] 0 1 0 0 1 0 1
#> [2104,] 0 1 0 0 1 0 1
#> [2105,] 0 1 0 0 1 0 1
#> [2106,] 0 0 1 0 1 0 1
#> [2107,] 0 0 1 0 1 0 1
#> [2108,] 0 0 1 0 1 0 1
#> [2109,] 0 0 1 0 1 0 1
#> [2110,] 0 0 1 0 1 0 1
#> [2111,] 0 0 1 0 1 0 1
#> [2112,] 0 0 1 0 1 0 1
#> [2113,] 0 0 1 0 1 0 1
#> [2114,] 0 0 1 0 1 0 1
#> [2115,] 0 0 1 0 1 0 1
#> [2116,] 0 0 1 0 1 0 1
#> [2117,] 0 0 1 0 1 0 1
#> [2118,] 0 0 1 0 1 0 1
#> [2119,] 0 0 1 0 1 0 1
#> [2120,] 0 0 1 0 1 0 1
#> [2121,] 0 0 1 0 1 0 1
#> [2122,] 0 0 1 0 1 0 1
#> [2123,] 0 0 1 0 1 0 1
#> [2124,] 0 0 1 0 1 0 1
#> [2125,] 0 0 1 0 1 0 1
#> [2126,] 0 0 1 0 1 0 1
#> [2127,] 0 0 1 0 1 0 1
#> [2128,] 0 0 1 0 1 0 1
#> [2129,] 0 0 1 0 1 0 1
#> [2130,] 0 0 1 0 1 0 1
#> [2131,] 0 0 1 0 1 0 1
#> [2132,] 0 0 1 0 1 0 1
#> [2133,] 0 0 1 0 1 0 1
#> [2134,] 0 0 1 0 1 0 1
#> [2135,] 0 0 1 0 1 0 1
#> [2136,] 0 0 1 0 1 0 1
#> [2137,] 0 0 1 0 1 0 1
#> [2138,] 0 0 1 0 1 0 1
#> [2139,] 0 0 1 0 1 0 1
#> [2140,] 0 0 1 0 1 0 1
#> [2141,] 0 0 1 0 1 0 1
#> [2142,] 0 0 1 0 1 0 1
#> [2143,] 0 0 1 0 1 0 1
#> [2144,] 0 0 1 0 1 0 1
#> [2145,] 0 0 1 0 1 0 1
#> [2146,] 0 0 1 0 1 0 1
#> [2147,] 0 0 1 0 1 0 1
#> [2148,] 0 0 1 0 1 0 1
#> [2149,] 0 0 1 0 1 0 1
#> [2150,] 0 0 1 0 1 0 1
#> [2151,] 0 0 1 0 1 0 1
#> [2152,] 0 0 1 0 1 0 1
#> [2153,] 0 0 1 0 1 0 1
#> [2154,] 0 0 1 0 1 0 1
#> [2155,] 0 0 1 0 1 0 1
#> [2156,] 0 0 1 0 1 0 1
#> [2157,] 0 0 1 0 1 0 1
#> [2158,] 0 0 1 0 1 0 1
#> [2159,] 0 0 1 0 1 0 1
#> [2160,] 0 0 1 0 1 0 1
#> [2161,] 0 0 1 0 1 0 1
#> [2162,] 0 0 1 0 1 0 1
#> [2163,] 0 0 1 0 1 0 1
#> [2164,] 0 0 1 0 1 0 1
#> [2165,] 0 0 1 0 1 0 1
#> [2166,] 0 0 1 0 1 0 1
#> [2167,] 0 0 1 0 1 0 1
#> [2168,] 0 0 1 0 1 0 1
#> [2169,] 0 0 1 0 1 0 1
#> [2170,] 0 0 1 0 1 0 1
#> [2171,] 0 0 1 0 1 0 1
#> [2172,] 0 0 1 0 1 0 1
#> [2173,] 0 0 1 0 1 0 1
#> [2174,] 0 0 1 0 1 0 1
#> [2175,] 0 0 1 0 1 0 1
#> [2176,] 0 0 1 0 1 0 1
#> [2177,] 0 0 1 0 1 0 1
#> [2178,] 0 0 1 0 1 0 1
#> [2179,] 0 0 1 0 1 0 1
#> [2180,] 0 0 1 0 1 0 1
#> [2181,] 0 0 1 0 1 0 1
#> [2182,] 0 0 0 1 1 0 1
#> [2183,] 0 0 0 1 1 0 1
#> [2184,] 0 0 0 1 1 0 1
#> [2185,] 0 0 0 1 1 0 1
#> [2186,] 0 0 0 1 1 0 1
#> [2187,] 0 0 0 1 1 0 1
#> [2188,] 0 0 0 1 1 0 1
#> [2189,] 0 0 0 1 1 0 1
#> [2190,] 0 0 0 1 1 0 1
#> [2191,] 0 0 0 1 1 0 1
#> [2192,] 0 0 0 1 1 0 1
#> [2193,] 0 0 0 1 1 0 1
#> [2194,] 0 0 0 1 1 0 1
#> [2195,] 0 0 0 1 1 0 1
#> [2196,] 0 0 0 1 1 0 1
#> [2197,] 0 0 0 1 1 0 1
#> [2198,] 0 0 0 1 1 0 1
#> [2199,] 0 0 0 1 1 0 1
#> [2200,] 0 0 0 1 1 0 1
#> [2201,] 0 0 0 1 1 0 1
#> Age=Child Survived=No Survived=Yes
#> [1,] 1 1 0
#> [2,] 1 1 0
#> [3,] 1 1 0
#> [4,] 1 1 0
#> [5,] 1 1 0
#> [6,] 1 1 0
#> [7,] 1 1 0
#> [8,] 1 1 0
#> [9,] 1 1 0
#> [10,] 1 1 0
#> [11,] 1 1 0
#> [12,] 1 1 0
#> [13,] 1 1 0
#> [14,] 1 1 0
#> [15,] 1 1 0
#> [16,] 1 1 0
#> [17,] 1 1 0
#> [18,] 1 1 0
#> [19,] 1 1 0
#> [20,] 1 1 0
#> [21,] 1 1 0
#> [22,] 1 1 0
#> [23,] 1 1 0
#> [24,] 1 1 0
#> [25,] 1 1 0
#> [26,] 1 1 0
#> [27,] 1 1 0
#> [28,] 1 1 0
#> [29,] 1 1 0
#> [30,] 1 1 0
#> [31,] 1 1 0
#> [32,] 1 1 0
#> [33,] 1 1 0
#> [34,] 1 1 0
#> [35,] 1 1 0
#> [36,] 1 1 0
#> [37,] 1 1 0
#> [38,] 1 1 0
#> [39,] 1 1 0
#> [40,] 1 1 0
#> [41,] 1 1 0
#> [42,] 1 1 0
#> [43,] 1 1 0
#> [44,] 1 1 0
#> [45,] 1 1 0
#> [46,] 1 1 0
#> [47,] 1 1 0
#> [48,] 1 1 0
#> [49,] 1 1 0
#> [50,] 1 1 0
#> [51,] 1 1 0
#> [52,] 1 1 0
#> [53,] 0 1 0
#> [54,] 0 1 0
#> [55,] 0 1 0
#> [56,] 0 1 0
#> [57,] 0 1 0
#> [58,] 0 1 0
#> [59,] 0 1 0
#> [60,] 0 1 0
#> [61,] 0 1 0
#> [62,] 0 1 0
#> [63,] 0 1 0
#> [64,] 0 1 0
#> [65,] 0 1 0
#> [66,] 0 1 0
#> [67,] 0 1 0
#> [68,] 0 1 0
#> [69,] 0 1 0
#> [70,] 0 1 0
#> [71,] 0 1 0
#> [72,] 0 1 0
#> [73,] 0 1 0
#> [74,] 0 1 0
#> [75,] 0 1 0
#> [76,] 0 1 0
#> [77,] 0 1 0
#> [78,] 0 1 0
#> [79,] 0 1 0
#> [80,] 0 1 0
#> [81,] 0 1 0
#> [82,] 0 1 0
#> [83,] 0 1 0
#> [84,] 0 1 0
#> [85,] 0 1 0
#> [86,] 0 1 0
#> [87,] 0 1 0
#> [88,] 0 1 0
#> [89,] 0 1 0
#> [90,] 0 1 0
#> [91,] 0 1 0
#> [92,] 0 1 0
#> [93,] 0 1 0
#> [94,] 0 1 0
#> [95,] 0 1 0
#> [96,] 0 1 0
#> [97,] 0 1 0
#> [98,] 0 1 0
#> [99,] 0 1 0
#> [100,] 0 1 0
#> [101,] 0 1 0
#> [102,] 0 1 0
#> [103,] 0 1 0
#> [104,] 0 1 0
#> [105,] 0 1 0
#> [106,] 0 1 0
#> [107,] 0 1 0
#> [108,] 0 1 0
#> [109,] 0 1 0
#> [110,] 0 1 0
#> [111,] 0 1 0
#> [112,] 0 1 0
#> [113,] 0 1 0
#> [114,] 0 1 0
#> [115,] 0 1 0
#> [116,] 0 1 0
#> [117,] 0 1 0
#> [118,] 0 1 0
#> [119,] 0 1 0
#> [120,] 0 1 0
#> [121,] 0 1 0
#> [122,] 0 1 0
#> [123,] 0 1 0
#> [124,] 0 1 0
#> [125,] 0 1 0
#> [126,] 0 1 0
#> [127,] 0 1 0
#> [128,] 0 1 0
#> [129,] 0 1 0
#> [130,] 0 1 0
#> [131,] 0 1 0
#> [132,] 0 1 0
#> [133,] 0 1 0
#> [134,] 0 1 0
#> [135,] 0 1 0
#> [136,] 0 1 0
#> [137,] 0 1 0
#> [138,] 0 1 0
#> [139,] 0 1 0
#> [140,] 0 1 0
#> [141,] 0 1 0
#> [142,] 0 1 0
#> [143,] 0 1 0
#> [144,] 0 1 0
#> [145,] 0 1 0
#> [146,] 0 1 0
#> [147,] 0 1 0
#> [148,] 0 1 0
#> [149,] 0 1 0
#> [150,] 0 1 0
#> [151,] 0 1 0
#> [152,] 0 1 0
#> [153,] 0 1 0
#> [154,] 0 1 0
#> [155,] 0 1 0
#> [156,] 0 1 0
#> [157,] 0 1 0
#> [158,] 0 1 0
#> [159,] 0 1 0
#> [160,] 0 1 0
#> [161,] 0 1 0
#> [162,] 0 1 0
#> [163,] 0 1 0
#> [164,] 0 1 0
#> [165,] 0 1 0
#> [166,] 0 1 0
#> [167,] 0 1 0
#> [168,] 0 1 0
#> [169,] 0 1 0
#> [170,] 0 1 0
#> [171,] 0 1 0
#> [172,] 0 1 0
#> [173,] 0 1 0
#> [174,] 0 1 0
#> [175,] 0 1 0
#> [176,] 0 1 0
#> [177,] 0 1 0
#> [178,] 0 1 0
#> [179,] 0 1 0
#> [180,] 0 1 0
#> [181,] 0 1 0
#> [182,] 0 1 0
#> [183,] 0 1 0
#> [184,] 0 1 0
#> [185,] 0 1 0
#> [186,] 0 1 0
#> [187,] 0 1 0
#> [188,] 0 1 0
#> [189,] 0 1 0
#> [190,] 0 1 0
#> [191,] 0 1 0
#> [192,] 0 1 0
#> [193,] 0 1 0
#> [194,] 0 1 0
#> [195,] 0 1 0
#> [196,] 0 1 0
#> [197,] 0 1 0
#> [198,] 0 1 0
#> [199,] 0 1 0
#> [200,] 0 1 0
#> [201,] 0 1 0
#> [202,] 0 1 0
#> [203,] 0 1 0
#> [204,] 0 1 0
#> [205,] 0 1 0
#> [206,] 0 1 0
#> [207,] 0 1 0
#> [208,] 0 1 0
#> [209,] 0 1 0
#> [210,] 0 1 0
#> [211,] 0 1 0
#> [212,] 0 1 0
#> [213,] 0 1 0
#> [214,] 0 1 0
#> [215,] 0 1 0
#> [216,] 0 1 0
#> [217,] 0 1 0
#> [218,] 0 1 0
#> [219,] 0 1 0
#> [220,] 0 1 0
#> [221,] 0 1 0
#> [222,] 0 1 0
#> [223,] 0 1 0
#> [224,] 0 1 0
#> [225,] 0 1 0
#> [226,] 0 1 0
#> [227,] 0 1 0
#> [228,] 0 1 0
#> [229,] 0 1 0
#> [230,] 0 1 0
#> [231,] 0 1 0
#> [232,] 0 1 0
#> [233,] 0 1 0
#> [234,] 0 1 0
#> [235,] 0 1 0
#> [236,] 0 1 0
#> [237,] 0 1 0
#> [238,] 0 1 0
#> [239,] 0 1 0
#> [240,] 0 1 0
#> [241,] 0 1 0
#> [242,] 0 1 0
#> [243,] 0 1 0
#> [244,] 0 1 0
#> [245,] 0 1 0
#> [246,] 0 1 0
#> [247,] 0 1 0
#> [248,] 0 1 0
#> [249,] 0 1 0
#> [250,] 0 1 0
#> [251,] 0 1 0
#> [252,] 0 1 0
#> [253,] 0 1 0
#> [254,] 0 1 0
#> [255,] 0 1 0
#> [256,] 0 1 0
#> [257,] 0 1 0
#> [258,] 0 1 0
#> [259,] 0 1 0
#> [260,] 0 1 0
#> [261,] 0 1 0
#> [262,] 0 1 0
#> [263,] 0 1 0
#> [264,] 0 1 0
#> [265,] 0 1 0
#> [266,] 0 1 0
#> [267,] 0 1 0
#> [268,] 0 1 0
#> [269,] 0 1 0
#> [270,] 0 1 0
#> [271,] 0 1 0
#> [272,] 0 1 0
#> [273,] 0 1 0
#> [274,] 0 1 0
#> [275,] 0 1 0
#> [276,] 0 1 0
#> [277,] 0 1 0
#> [278,] 0 1 0
#> [279,] 0 1 0
#> [280,] 0 1 0
#> [281,] 0 1 0
#> [282,] 0 1 0
#> [283,] 0 1 0
#> [284,] 0 1 0
#> [285,] 0 1 0
#> [286,] 0 1 0
#> [287,] 0 1 0
#> [288,] 0 1 0
#> [289,] 0 1 0
#> [290,] 0 1 0
#> [291,] 0 1 0
#> [292,] 0 1 0
#> [293,] 0 1 0
#> [294,] 0 1 0
#> [295,] 0 1 0
#> [296,] 0 1 0
#> [297,] 0 1 0
#> [298,] 0 1 0
#> [299,] 0 1 0
#> [300,] 0 1 0
#> [301,] 0 1 0
#> [302,] 0 1 0
#> [303,] 0 1 0
#> [304,] 0 1 0
#> [305,] 0 1 0
#> [306,] 0 1 0
#> [307,] 0 1 0
#> [308,] 0 1 0
#> [309,] 0 1 0
#> [310,] 0 1 0
#> [311,] 0 1 0
#> [312,] 0 1 0
#> [313,] 0 1 0
#> [314,] 0 1 0
#> [315,] 0 1 0
#> [316,] 0 1 0
#> [317,] 0 1 0
#> [318,] 0 1 0
#> [319,] 0 1 0
#> [320,] 0 1 0
#> [321,] 0 1 0
#> [322,] 0 1 0
#> [323,] 0 1 0
#> [324,] 0 1 0
#> [325,] 0 1 0
#> [326,] 0 1 0
#> [327,] 0 1 0
#> [328,] 0 1 0
#> [329,] 0 1 0
#> [330,] 0 1 0
#> [331,] 0 1 0
#> [332,] 0 1 0
#> [333,] 0 1 0
#> [334,] 0 1 0
#> [335,] 0 1 0
#> [336,] 0 1 0
#> [337,] 0 1 0
#> [338,] 0 1 0
#> [339,] 0 1 0
#> [340,] 0 1 0
#> [341,] 0 1 0
#> [342,] 0 1 0
#> [343,] 0 1 0
#> [344,] 0 1 0
#> [345,] 0 1 0
#> [346,] 0 1 0
#> [347,] 0 1 0
#> [348,] 0 1 0
#> [349,] 0 1 0
#> [350,] 0 1 0
#> [351,] 0 1 0
#> [352,] 0 1 0
#> [353,] 0 1 0
#> [354,] 0 1 0
#> [355,] 0 1 0
#> [356,] 0 1 0
#> [357,] 0 1 0
#> [358,] 0 1 0
#> [359,] 0 1 0
#> [360,] 0 1 0
#> [361,] 0 1 0
#> [362,] 0 1 0
#> [363,] 0 1 0
#> [364,] 0 1 0
#> [365,] 0 1 0
#> [366,] 0 1 0
#> [367,] 0 1 0
#> [368,] 0 1 0
#> [369,] 0 1 0
#> [370,] 0 1 0
#> [371,] 0 1 0
#> [372,] 0 1 0
#> [373,] 0 1 0
#> [374,] 0 1 0
#> [375,] 0 1 0
#> [376,] 0 1 0
#> [377,] 0 1 0
#> [378,] 0 1 0
#> [379,] 0 1 0
#> [380,] 0 1 0
#> [381,] 0 1 0
#> [382,] 0 1 0
#> [383,] 0 1 0
#> [384,] 0 1 0
#> [385,] 0 1 0
#> [386,] 0 1 0
#> [387,] 0 1 0
#> [388,] 0 1 0
#> [389,] 0 1 0
#> [390,] 0 1 0
#> [391,] 0 1 0
#> [392,] 0 1 0
#> [393,] 0 1 0
#> [394,] 0 1 0
#> [395,] 0 1 0
#> [396,] 0 1 0
#> [397,] 0 1 0
#> [398,] 0 1 0
#> [399,] 0 1 0
#> [400,] 0 1 0
#> [401,] 0 1 0
#> [402,] 0 1 0
#> [403,] 0 1 0
#> [404,] 0 1 0
#> [405,] 0 1 0
#> [406,] 0 1 0
#> [407,] 0 1 0
#> [408,] 0 1 0
#> [409,] 0 1 0
#> [410,] 0 1 0
#> [411,] 0 1 0
#> [412,] 0 1 0
#> [413,] 0 1 0
#> [414,] 0 1 0
#> [415,] 0 1 0
#> [416,] 0 1 0
#> [417,] 0 1 0
#> [418,] 0 1 0
#> [419,] 0 1 0
#> [420,] 0 1 0
#> [421,] 0 1 0
#> [422,] 0 1 0
#> [423,] 0 1 0
#> [424,] 0 1 0
#> [425,] 0 1 0
#> [426,] 0 1 0
#> [427,] 0 1 0
#> [428,] 0 1 0
#> [429,] 0 1 0
#> [430,] 0 1 0
#> [431,] 0 1 0
#> [432,] 0 1 0
#> [433,] 0 1 0
#> [434,] 0 1 0
#> [435,] 0 1 0
#> [436,] 0 1 0
#> [437,] 0 1 0
#> [438,] 0 1 0
#> [439,] 0 1 0
#> [440,] 0 1 0
#> [441,] 0 1 0
#> [442,] 0 1 0
#> [443,] 0 1 0
#> [444,] 0 1 0
#> [445,] 0 1 0
#> [446,] 0 1 0
#> [447,] 0 1 0
#> [448,] 0 1 0
#> [449,] 0 1 0
#> [450,] 0 1 0
#> [451,] 0 1 0
#> [452,] 0 1 0
#> [453,] 0 1 0
#> [454,] 0 1 0
#> [455,] 0 1 0
#> [456,] 0 1 0
#> [457,] 0 1 0
#> [458,] 0 1 0
#> [459,] 0 1 0
#> [460,] 0 1 0
#> [461,] 0 1 0
#> [462,] 0 1 0
#> [463,] 0 1 0
#> [464,] 0 1 0
#> [465,] 0 1 0
#> [466,] 0 1 0
#> [467,] 0 1 0
#> [468,] 0 1 0
#> [469,] 0 1 0
#> [470,] 0 1 0
#> [471,] 0 1 0
#> [472,] 0 1 0
#> [473,] 0 1 0
#> [474,] 0 1 0
#> [475,] 0 1 0
#> [476,] 0 1 0
#> [477,] 0 1 0
#> [478,] 0 1 0
#> [479,] 0 1 0
#> [480,] 0 1 0
#> [481,] 0 1 0
#> [482,] 0 1 0
#> [483,] 0 1 0
#> [484,] 0 1 0
#> [485,] 0 1 0
#> [486,] 0 1 0
#> [487,] 0 1 0
#> [488,] 0 1 0
#> [489,] 0 1 0
#> [490,] 0 1 0
#> [491,] 0 1 0
#> [492,] 0 1 0
#> [493,] 0 1 0
#> [494,] 0 1 0
#> [495,] 0 1 0
#> [496,] 0 1 0
#> [497,] 0 1 0
#> [498,] 0 1 0
#> [499,] 0 1 0
#> [500,] 0 1 0
#> [501,] 0 1 0
#> [502,] 0 1 0
#> [503,] 0 1 0
#> [504,] 0 1 0
#> [505,] 0 1 0
#> [506,] 0 1 0
#> [507,] 0 1 0
#> [508,] 0 1 0
#> [509,] 0 1 0
#> [510,] 0 1 0
#> [511,] 0 1 0
#> [512,] 0 1 0
#> [513,] 0 1 0
#> [514,] 0 1 0
#> [515,] 0 1 0
#> [516,] 0 1 0
#> [517,] 0 1 0
#> [518,] 0 1 0
#> [519,] 0 1 0
#> [520,] 0 1 0
#> [521,] 0 1 0
#> [522,] 0 1 0
#> [523,] 0 1 0
#> [524,] 0 1 0
#> [525,] 0 1 0
#> [526,] 0 1 0
#> [527,] 0 1 0
#> [528,] 0 1 0
#> [529,] 0 1 0
#> [530,] 0 1 0
#> [531,] 0 1 0
#> [532,] 0 1 0
#> [533,] 0 1 0
#> [534,] 0 1 0
#> [535,] 0 1 0
#> [536,] 0 1 0
#> [537,] 0 1 0
#> [538,] 0 1 0
#> [539,] 0 1 0
#> [540,] 0 1 0
#> [541,] 0 1 0
#> [542,] 0 1 0
#> [543,] 0 1 0
#> [544,] 0 1 0
#> [545,] 0 1 0
#> [546,] 0 1 0
#> [547,] 0 1 0
#> [548,] 0 1 0
#> [549,] 0 1 0
#> [550,] 0 1 0
#> [551,] 0 1 0
#> [552,] 0 1 0
#> [553,] 0 1 0
#> [554,] 0 1 0
#> [555,] 0 1 0
#> [556,] 0 1 0
#> [557,] 0 1 0
#> [558,] 0 1 0
#> [559,] 0 1 0
#> [560,] 0 1 0
#> [561,] 0 1 0
#> [562,] 0 1 0
#> [563,] 0 1 0
#> [564,] 0 1 0
#> [565,] 0 1 0
#> [566,] 0 1 0
#> [567,] 0 1 0
#> [568,] 0 1 0
#> [569,] 0 1 0
#> [570,] 0 1 0
#> [571,] 0 1 0
#> [572,] 0 1 0
#> [573,] 0 1 0
#> [574,] 0 1 0
#> [575,] 0 1 0
#> [576,] 0 1 0
#> [577,] 0 1 0
#> [578,] 0 1 0
#> [579,] 0 1 0
#> [580,] 0 1 0
#> [581,] 0 1 0
#> [582,] 0 1 0
#> [583,] 0 1 0
#> [584,] 0 1 0
#> [585,] 0 1 0
#> [586,] 0 1 0
#> [587,] 0 1 0
#> [588,] 0 1 0
#> [589,] 0 1 0
#> [590,] 0 1 0
#> [591,] 0 1 0
#> [592,] 0 1 0
#> [593,] 0 1 0
#> [594,] 0 1 0
#> [595,] 0 1 0
#> [596,] 0 1 0
#> [597,] 0 1 0
#> [598,] 0 1 0
#> [599,] 0 1 0
#> [600,] 0 1 0
#> [601,] 0 1 0
#> [602,] 0 1 0
#> [603,] 0 1 0
#> [604,] 0 1 0
#> [605,] 0 1 0
#> [606,] 0 1 0
#> [607,] 0 1 0
#> [608,] 0 1 0
#> [609,] 0 1 0
#> [610,] 0 1 0
#> [611,] 0 1 0
#> [612,] 0 1 0
#> [613,] 0 1 0
#> [614,] 0 1 0
#> [615,] 0 1 0
#> [616,] 0 1 0
#> [617,] 0 1 0
#> [618,] 0 1 0
#> [619,] 0 1 0
#> [620,] 0 1 0
#> [621,] 0 1 0
#> [622,] 0 1 0
#> [623,] 0 1 0
#> [624,] 0 1 0
#> [625,] 0 1 0
#> [626,] 0 1 0
#> [627,] 0 1 0
#> [628,] 0 1 0
#> [629,] 0 1 0
#> [630,] 0 1 0
#> [631,] 0 1 0
#> [632,] 0 1 0
#> [633,] 0 1 0
#> [634,] 0 1 0
#> [635,] 0 1 0
#> [636,] 0 1 0
#> [637,] 0 1 0
#> [638,] 0 1 0
#> [639,] 0 1 0
#> [640,] 0 1 0
#> [641,] 0 1 0
#> [642,] 0 1 0
#> [643,] 0 1 0
#> [644,] 0 1 0
#> [645,] 0 1 0
#> [646,] 0 1 0
#> [647,] 0 1 0
#> [648,] 0 1 0
#> [649,] 0 1 0
#> [650,] 0 1 0
#> [651,] 0 1 0
#> [652,] 0 1 0
#> [653,] 0 1 0
#> [654,] 0 1 0
#> [655,] 0 1 0
#> [656,] 0 1 0
#> [657,] 0 1 0
#> [658,] 0 1 0
#> [659,] 0 1 0
#> [660,] 0 1 0
#> [661,] 0 1 0
#> [662,] 0 1 0
#> [663,] 0 1 0
#> [664,] 0 1 0
#> [665,] 0 1 0
#> [666,] 0 1 0
#> [667,] 0 1 0
#> [668,] 0 1 0
#> [669,] 0 1 0
#> [670,] 0 1 0
#> [671,] 0 1 0
#> [672,] 0 1 0
#> [673,] 0 1 0
#> [674,] 0 1 0
#> [675,] 0 1 0
#> [676,] 0 1 0
#> [677,] 0 1 0
#> [678,] 0 1 0
#> [679,] 0 1 0
#> [680,] 0 1 0
#> [681,] 0 1 0
#> [682,] 0 1 0
#> [683,] 0 1 0
#> [684,] 0 1 0
#> [685,] 0 1 0
#> [686,] 0 1 0
#> [687,] 0 1 0
#> [688,] 0 1 0
#> [689,] 0 1 0
#> [690,] 0 1 0
#> [691,] 0 1 0
#> [692,] 0 1 0
#> [693,] 0 1 0
#> [694,] 0 1 0
#> [695,] 0 1 0
#> [696,] 0 1 0
#> [697,] 0 1 0
#> [698,] 0 1 0
#> [699,] 0 1 0
#> [700,] 0 1 0
#> [701,] 0 1 0
#> [702,] 0 1 0
#> [703,] 0 1 0
#> [704,] 0 1 0
#> [705,] 0 1 0
#> [706,] 0 1 0
#> [707,] 0 1 0
#> [708,] 0 1 0
#> [709,] 0 1 0
#> [710,] 0 1 0
#> [711,] 0 1 0
#> [712,] 0 1 0
#> [713,] 0 1 0
#> [714,] 0 1 0
#> [715,] 0 1 0
#> [716,] 0 1 0
#> [717,] 0 1 0
#> [718,] 0 1 0
#> [719,] 0 1 0
#> [720,] 0 1 0
#> [721,] 0 1 0
#> [722,] 0 1 0
#> [723,] 0 1 0
#> [724,] 0 1 0
#> [725,] 0 1 0
#> [726,] 0 1 0
#> [727,] 0 1 0
#> [728,] 0 1 0
#> [729,] 0 1 0
#> [730,] 0 1 0
#> [731,] 0 1 0
#> [732,] 0 1 0
#> [733,] 0 1 0
#> [734,] 0 1 0
#> [735,] 0 1 0
#> [736,] 0 1 0
#> [737,] 0 1 0
#> [738,] 0 1 0
#> [739,] 0 1 0
#> [740,] 0 1 0
#> [741,] 0 1 0
#> [742,] 0 1 0
#> [743,] 0 1 0
#> [744,] 0 1 0
#> [745,] 0 1 0
#> [746,] 0 1 0
#> [747,] 0 1 0
#> [748,] 0 1 0
#> [749,] 0 1 0
#> [750,] 0 1 0
#> [751,] 0 1 0
#> [752,] 0 1 0
#> [753,] 0 1 0
#> [754,] 0 1 0
#> [755,] 0 1 0
#> [756,] 0 1 0
#> [757,] 0 1 0
#> [758,] 0 1 0
#> [759,] 0 1 0
#> [760,] 0 1 0
#> [761,] 0 1 0
#> [762,] 0 1 0
#> [763,] 0 1 0
#> [764,] 0 1 0
#> [765,] 0 1 0
#> [766,] 0 1 0
#> [767,] 0 1 0
#> [768,] 0 1 0
#> [769,] 0 1 0
#> [770,] 0 1 0
#> [771,] 0 1 0
#> [772,] 0 1 0
#> [773,] 0 1 0
#> [774,] 0 1 0
#> [775,] 0 1 0
#> [776,] 0 1 0
#> [777,] 0 1 0
#> [778,] 0 1 0
#> [779,] 0 1 0
#> [780,] 0 1 0
#> [781,] 0 1 0
#> [782,] 0 1 0
#> [783,] 0 1 0
#> [784,] 0 1 0
#> [785,] 0 1 0
#> [786,] 0 1 0
#> [787,] 0 1 0
#> [788,] 0 1 0
#> [789,] 0 1 0
#> [790,] 0 1 0
#> [791,] 0 1 0
#> [792,] 0 1 0
#> [793,] 0 1 0
#> [794,] 0 1 0
#> [795,] 0 1 0
#> [796,] 0 1 0
#> [797,] 0 1 0
#> [798,] 0 1 0
#> [799,] 0 1 0
#> [800,] 0 1 0
#> [801,] 0 1 0
#> [802,] 0 1 0
#> [803,] 0 1 0
#> [804,] 0 1 0
#> [805,] 0 1 0
#> [806,] 0 1 0
#> [807,] 0 1 0
#> [808,] 0 1 0
#> [809,] 0 1 0
#> [810,] 0 1 0
#> [811,] 0 1 0
#> [812,] 0 1 0
#> [813,] 0 1 0
#> [814,] 0 1 0
#> [815,] 0 1 0
#> [816,] 0 1 0
#> [817,] 0 1 0
#> [818,] 0 1 0
#> [819,] 0 1 0
#> [820,] 0 1 0
#> [821,] 0 1 0
#> [822,] 0 1 0
#> [823,] 0 1 0
#> [824,] 0 1 0
#> [825,] 0 1 0
#> [826,] 0 1 0
#> [827,] 0 1 0
#> [828,] 0 1 0
#> [829,] 0 1 0
#> [830,] 0 1 0
#> [831,] 0 1 0
#> [832,] 0 1 0
#> [833,] 0 1 0
#> [834,] 0 1 0
#> [835,] 0 1 0
#> [836,] 0 1 0
#> [837,] 0 1 0
#> [838,] 0 1 0
#> [839,] 0 1 0
#> [840,] 0 1 0
#> [841,] 0 1 0
#> [842,] 0 1 0
#> [843,] 0 1 0
#> [844,] 0 1 0
#> [845,] 0 1 0
#> [846,] 0 1 0
#> [847,] 0 1 0
#> [848,] 0 1 0
#> [849,] 0 1 0
#> [850,] 0 1 0
#> [851,] 0 1 0
#> [852,] 0 1 0
#> [853,] 0 1 0
#> [854,] 0 1 0
#> [855,] 0 1 0
#> [856,] 0 1 0
#> [857,] 0 1 0
#> [858,] 0 1 0
#> [859,] 0 1 0
#> [860,] 0 1 0
#> [861,] 0 1 0
#> [862,] 0 1 0
#> [863,] 0 1 0
#> [864,] 0 1 0
#> [865,] 0 1 0
#> [866,] 0 1 0
#> [867,] 0 1 0
#> [868,] 0 1 0
#> [869,] 0 1 0
#> [870,] 0 1 0
#> [871,] 0 1 0
#> [872,] 0 1 0
#> [873,] 0 1 0
#> [874,] 0 1 0
#> [875,] 0 1 0
#> [876,] 0 1 0
#> [877,] 0 1 0
#> [878,] 0 1 0
#> [879,] 0 1 0
#> [880,] 0 1 0
#> [881,] 0 1 0
#> [882,] 0 1 0
#> [883,] 0 1 0
#> [884,] 0 1 0
#> [885,] 0 1 0
#> [886,] 0 1 0
#> [887,] 0 1 0
#> [888,] 0 1 0
#> [889,] 0 1 0
#> [890,] 0 1 0
#> [891,] 0 1 0
#> [892,] 0 1 0
#> [893,] 0 1 0
#> [894,] 0 1 0
#> [895,] 0 1 0
#> [896,] 0 1 0
#> [897,] 0 1 0
#> [898,] 0 1 0
#> [899,] 0 1 0
#> [900,] 0 1 0
#> [901,] 0 1 0
#> [902,] 0 1 0
#> [903,] 0 1 0
#> [904,] 0 1 0
#> [905,] 0 1 0
#> [906,] 0 1 0
#> [907,] 0 1 0
#> [908,] 0 1 0
#> [909,] 0 1 0
#> [910,] 0 1 0
#> [911,] 0 1 0
#> [912,] 0 1 0
#> [913,] 0 1 0
#> [914,] 0 1 0
#> [915,] 0 1 0
#> [916,] 0 1 0
#> [917,] 0 1 0
#> [918,] 0 1 0
#> [919,] 0 1 0
#> [920,] 0 1 0
#> [921,] 0 1 0
#> [922,] 0 1 0
#> [923,] 0 1 0
#> [924,] 0 1 0
#> [925,] 0 1 0
#> [926,] 0 1 0
#> [927,] 0 1 0
#> [928,] 0 1 0
#> [929,] 0 1 0
#> [930,] 0 1 0
#> [931,] 0 1 0
#> [932,] 0 1 0
#> [933,] 0 1 0
#> [934,] 0 1 0
#> [935,] 0 1 0
#> [936,] 0 1 0
#> [937,] 0 1 0
#> [938,] 0 1 0
#> [939,] 0 1 0
#> [940,] 0 1 0
#> [941,] 0 1 0
#> [942,] 0 1 0
#> [943,] 0 1 0
#> [944,] 0 1 0
#> [945,] 0 1 0
#> [946,] 0 1 0
#> [947,] 0 1 0
#> [948,] 0 1 0
#> [949,] 0 1 0
#> [950,] 0 1 0
#> [951,] 0 1 0
#> [952,] 0 1 0
#> [953,] 0 1 0
#> [954,] 0 1 0
#> [955,] 0 1 0
#> [956,] 0 1 0
#> [957,] 0 1 0
#> [958,] 0 1 0
#> [959,] 0 1 0
#> [960,] 0 1 0
#> [961,] 0 1 0
#> [962,] 0 1 0
#> [963,] 0 1 0
#> [964,] 0 1 0
#> [965,] 0 1 0
#> [966,] 0 1 0
#> [967,] 0 1 0
#> [968,] 0 1 0
#> [969,] 0 1 0
#> [970,] 0 1 0
#> [971,] 0 1 0
#> [972,] 0 1 0
#> [973,] 0 1 0
#> [974,] 0 1 0
#> [975,] 0 1 0
#> [976,] 0 1 0
#> [977,] 0 1 0
#> [978,] 0 1 0
#> [979,] 0 1 0
#> [980,] 0 1 0
#> [981,] 0 1 0
#> [982,] 0 1 0
#> [983,] 0 1 0
#> [984,] 0 1 0
#> [985,] 0 1 0
#> [986,] 0 1 0
#> [987,] 0 1 0
#> [988,] 0 1 0
#> [989,] 0 1 0
#> [990,] 0 1 0
#> [991,] 0 1 0
#> [992,] 0 1 0
#> [993,] 0 1 0
#> [994,] 0 1 0
#> [995,] 0 1 0
#> [996,] 0 1 0
#> [997,] 0 1 0
#> [998,] 0 1 0
#> [999,] 0 1 0
#> [1000,] 0 1 0
#> [1001,] 0 1 0
#> [1002,] 0 1 0
#> [1003,] 0 1 0
#> [1004,] 0 1 0
#> [1005,] 0 1 0
#> [1006,] 0 1 0
#> [1007,] 0 1 0
#> [1008,] 0 1 0
#> [1009,] 0 1 0
#> [1010,] 0 1 0
#> [1011,] 0 1 0
#> [1012,] 0 1 0
#> [1013,] 0 1 0
#> [1014,] 0 1 0
#> [1015,] 0 1 0
#> [1016,] 0 1 0
#> [1017,] 0 1 0
#> [1018,] 0 1 0
#> [1019,] 0 1 0
#> [1020,] 0 1 0
#> [1021,] 0 1 0
#> [1022,] 0 1 0
#> [1023,] 0 1 0
#> [1024,] 0 1 0
#> [1025,] 0 1 0
#> [1026,] 0 1 0
#> [1027,] 0 1 0
#> [1028,] 0 1 0
#> [1029,] 0 1 0
#> [1030,] 0 1 0
#> [1031,] 0 1 0
#> [1032,] 0 1 0
#> [1033,] 0 1 0
#> [1034,] 0 1 0
#> [1035,] 0 1 0
#> [1036,] 0 1 0
#> [1037,] 0 1 0
#> [1038,] 0 1 0
#> [1039,] 0 1 0
#> [1040,] 0 1 0
#> [1041,] 0 1 0
#> [1042,] 0 1 0
#> [1043,] 0 1 0
#> [1044,] 0 1 0
#> [1045,] 0 1 0
#> [1046,] 0 1 0
#> [1047,] 0 1 0
#> [1048,] 0 1 0
#> [1049,] 0 1 0
#> [1050,] 0 1 0
#> [1051,] 0 1 0
#> [1052,] 0 1 0
#> [1053,] 0 1 0
#> [1054,] 0 1 0
#> [1055,] 0 1 0
#> [1056,] 0 1 0
#> [1057,] 0 1 0
#> [1058,] 0 1 0
#> [1059,] 0 1 0
#> [1060,] 0 1 0
#> [1061,] 0 1 0
#> [1062,] 0 1 0
#> [1063,] 0 1 0
#> [1064,] 0 1 0
#> [1065,] 0 1 0
#> [1066,] 0 1 0
#> [1067,] 0 1 0
#> [1068,] 0 1 0
#> [1069,] 0 1 0
#> [1070,] 0 1 0
#> [1071,] 0 1 0
#> [1072,] 0 1 0
#> [1073,] 0 1 0
#> [1074,] 0 1 0
#> [1075,] 0 1 0
#> [1076,] 0 1 0
#> [1077,] 0 1 0
#> [1078,] 0 1 0
#> [1079,] 0 1 0
#> [1080,] 0 1 0
#> [1081,] 0 1 0
#> [1082,] 0 1 0
#> [1083,] 0 1 0
#> [1084,] 0 1 0
#> [1085,] 0 1 0
#> [1086,] 0 1 0
#> [1087,] 0 1 0
#> [1088,] 0 1 0
#> [1089,] 0 1 0
#> [1090,] 0 1 0
#> [1091,] 0 1 0
#> [1092,] 0 1 0
#> [1093,] 0 1 0
#> [1094,] 0 1 0
#> [1095,] 0 1 0
#> [1096,] 0 1 0
#> [1097,] 0 1 0
#> [1098,] 0 1 0
#> [1099,] 0 1 0
#> [1100,] 0 1 0
#> [1101,] 0 1 0
#> [1102,] 0 1 0
#> [1103,] 0 1 0
#> [1104,] 0 1 0
#> [1105,] 0 1 0
#> [1106,] 0 1 0
#> [1107,] 0 1 0
#> [1108,] 0 1 0
#> [1109,] 0 1 0
#> [1110,] 0 1 0
#> [1111,] 0 1 0
#> [1112,] 0 1 0
#> [1113,] 0 1 0
#> [1114,] 0 1 0
#> [1115,] 0 1 0
#> [1116,] 0 1 0
#> [1117,] 0 1 0
#> [1118,] 0 1 0
#> [1119,] 0 1 0
#> [1120,] 0 1 0
#> [1121,] 0 1 0
#> [1122,] 0 1 0
#> [1123,] 0 1 0
#> [1124,] 0 1 0
#> [1125,] 0 1 0
#> [1126,] 0 1 0
#> [1127,] 0 1 0
#> [1128,] 0 1 0
#> [1129,] 0 1 0
#> [1130,] 0 1 0
#> [1131,] 0 1 0
#> [1132,] 0 1 0
#> [1133,] 0 1 0
#> [1134,] 0 1 0
#> [1135,] 0 1 0
#> [1136,] 0 1 0
#> [1137,] 0 1 0
#> [1138,] 0 1 0
#> [1139,] 0 1 0
#> [1140,] 0 1 0
#> [1141,] 0 1 0
#> [1142,] 0 1 0
#> [1143,] 0 1 0
#> [1144,] 0 1 0
#> [1145,] 0 1 0
#> [1146,] 0 1 0
#> [1147,] 0 1 0
#> [1148,] 0 1 0
#> [1149,] 0 1 0
#> [1150,] 0 1 0
#> [1151,] 0 1 0
#> [1152,] 0 1 0
#> [1153,] 0 1 0
#> [1154,] 0 1 0
#> [1155,] 0 1 0
#> [1156,] 0 1 0
#> [1157,] 0 1 0
#> [1158,] 0 1 0
#> [1159,] 0 1 0
#> [1160,] 0 1 0
#> [1161,] 0 1 0
#> [1162,] 0 1 0
#> [1163,] 0 1 0
#> [1164,] 0 1 0
#> [1165,] 0 1 0
#> [1166,] 0 1 0
#> [1167,] 0 1 0
#> [1168,] 0 1 0
#> [1169,] 0 1 0
#> [1170,] 0 1 0
#> [1171,] 0 1 0
#> [1172,] 0 1 0
#> [1173,] 0 1 0
#> [1174,] 0 1 0
#> [1175,] 0 1 0
#> [1176,] 0 1 0
#> [1177,] 0 1 0
#> [1178,] 0 1 0
#> [1179,] 0 1 0
#> [1180,] 0 1 0
#> [1181,] 0 1 0
#> [1182,] 0 1 0
#> [1183,] 0 1 0
#> [1184,] 0 1 0
#> [1185,] 0 1 0
#> [1186,] 0 1 0
#> [1187,] 0 1 0
#> [1188,] 0 1 0
#> [1189,] 0 1 0
#> [1190,] 0 1 0
#> [1191,] 0 1 0
#> [1192,] 0 1 0
#> [1193,] 0 1 0
#> [1194,] 0 1 0
#> [1195,] 0 1 0
#> [1196,] 0 1 0
#> [1197,] 0 1 0
#> [1198,] 0 1 0
#> [1199,] 0 1 0
#> [1200,] 0 1 0
#> [1201,] 0 1 0
#> [1202,] 0 1 0
#> [1203,] 0 1 0
#> [1204,] 0 1 0
#> [1205,] 0 1 0
#> [1206,] 0 1 0
#> [1207,] 0 1 0
#> [1208,] 0 1 0
#> [1209,] 0 1 0
#> [1210,] 0 1 0
#> [1211,] 0 1 0
#> [1212,] 0 1 0
#> [1213,] 0 1 0
#> [1214,] 0 1 0
#> [1215,] 0 1 0
#> [1216,] 0 1 0
#> [1217,] 0 1 0
#> [1218,] 0 1 0
#> [1219,] 0 1 0
#> [1220,] 0 1 0
#> [1221,] 0 1 0
#> [1222,] 0 1 0
#> [1223,] 0 1 0
#> [1224,] 0 1 0
#> [1225,] 0 1 0
#> [1226,] 0 1 0
#> [1227,] 0 1 0
#> [1228,] 0 1 0
#> [1229,] 0 1 0
#> [1230,] 0 1 0
#> [1231,] 0 1 0
#> [1232,] 0 1 0
#> [1233,] 0 1 0
#> [1234,] 0 1 0
#> [1235,] 0 1 0
#> [1236,] 0 1 0
#> [1237,] 0 1 0
#> [1238,] 0 1 0
#> [1239,] 0 1 0
#> [1240,] 0 1 0
#> [1241,] 0 1 0
#> [1242,] 0 1 0
#> [1243,] 0 1 0
#> [1244,] 0 1 0
#> [1245,] 0 1 0
#> [1246,] 0 1 0
#> [1247,] 0 1 0
#> [1248,] 0 1 0
#> [1249,] 0 1 0
#> [1250,] 0 1 0
#> [1251,] 0 1 0
#> [1252,] 0 1 0
#> [1253,] 0 1 0
#> [1254,] 0 1 0
#> [1255,] 0 1 0
#> [1256,] 0 1 0
#> [1257,] 0 1 0
#> [1258,] 0 1 0
#> [1259,] 0 1 0
#> [1260,] 0 1 0
#> [1261,] 0 1 0
#> [1262,] 0 1 0
#> [1263,] 0 1 0
#> [1264,] 0 1 0
#> [1265,] 0 1 0
#> [1266,] 0 1 0
#> [1267,] 0 1 0
#> [1268,] 0 1 0
#> [1269,] 0 1 0
#> [1270,] 0 1 0
#> [1271,] 0 1 0
#> [1272,] 0 1 0
#> [1273,] 0 1 0
#> [1274,] 0 1 0
#> [1275,] 0 1 0
#> [1276,] 0 1 0
#> [1277,] 0 1 0
#> [1278,] 0 1 0
#> [1279,] 0 1 0
#> [1280,] 0 1 0
#> [1281,] 0 1 0
#> [1282,] 0 1 0
#> [1283,] 0 1 0
#> [1284,] 0 1 0
#> [1285,] 0 1 0
#> [1286,] 0 1 0
#> [1287,] 0 1 0
#> [1288,] 0 1 0
#> [1289,] 0 1 0
#> [1290,] 0 1 0
#> [1291,] 0 1 0
#> [1292,] 0 1 0
#> [1293,] 0 1 0
#> [1294,] 0 1 0
#> [1295,] 0 1 0
#> [1296,] 0 1 0
#> [1297,] 0 1 0
#> [1298,] 0 1 0
#> [1299,] 0 1 0
#> [1300,] 0 1 0
#> [1301,] 0 1 0
#> [1302,] 0 1 0
#> [1303,] 0 1 0
#> [1304,] 0 1 0
#> [1305,] 0 1 0
#> [1306,] 0 1 0
#> [1307,] 0 1 0
#> [1308,] 0 1 0
#> [1309,] 0 1 0
#> [1310,] 0 1 0
#> [1311,] 0 1 0
#> [1312,] 0 1 0
#> [1313,] 0 1 0
#> [1314,] 0 1 0
#> [1315,] 0 1 0
#> [1316,] 0 1 0
#> [1317,] 0 1 0
#> [1318,] 0 1 0
#> [1319,] 0 1 0
#> [1320,] 0 1 0
#> [1321,] 0 1 0
#> [1322,] 0 1 0
#> [1323,] 0 1 0
#> [1324,] 0 1 0
#> [1325,] 0 1 0
#> [1326,] 0 1 0
#> [1327,] 0 1 0
#> [1328,] 0 1 0
#> [1329,] 0 1 0
#> [1330,] 0 1 0
#> [1331,] 0 1 0
#> [1332,] 0 1 0
#> [1333,] 0 1 0
#> [1334,] 0 1 0
#> [1335,] 0 1 0
#> [1336,] 0 1 0
#> [1337,] 0 1 0
#> [1338,] 0 1 0
#> [1339,] 0 1 0
#> [1340,] 0 1 0
#> [1341,] 0 1 0
#> [1342,] 0 1 0
#> [1343,] 0 1 0
#> [1344,] 0 1 0
#> [1345,] 0 1 0
#> [1346,] 0 1 0
#> [1347,] 0 1 0
#> [1348,] 0 1 0
#> [1349,] 0 1 0
#> [1350,] 0 1 0
#> [1351,] 0 1 0
#> [1352,] 0 1 0
#> [1353,] 0 1 0
#> [1354,] 0 1 0
#> [1355,] 0 1 0
#> [1356,] 0 1 0
#> [1357,] 0 1 0
#> [1358,] 0 1 0
#> [1359,] 0 1 0
#> [1360,] 0 1 0
#> [1361,] 0 1 0
#> [1362,] 0 1 0
#> [1363,] 0 1 0
#> [1364,] 0 1 0
#> [1365,] 0 1 0
#> [1366,] 0 1 0
#> [1367,] 0 1 0
#> [1368,] 0 1 0
#> [1369,] 0 1 0
#> [1370,] 0 1 0
#> [1371,] 0 1 0
#> [1372,] 0 1 0
#> [1373,] 0 1 0
#> [1374,] 0 1 0
#> [1375,] 0 1 0
#> [1376,] 0 1 0
#> [1377,] 0 1 0
#> [1378,] 0 1 0
#> [1379,] 0 1 0
#> [1380,] 0 1 0
#> [1381,] 0 1 0
#> [1382,] 0 1 0
#> [1383,] 0 1 0
#> [1384,] 0 1 0
#> [1385,] 0 1 0
#> [1386,] 0 1 0
#> [1387,] 0 1 0
#> [1388,] 0 1 0
#> [1389,] 0 1 0
#> [1390,] 0 1 0
#> [1391,] 0 1 0
#> [1392,] 0 1 0
#> [1393,] 0 1 0
#> [1394,] 0 1 0
#> [1395,] 0 1 0
#> [1396,] 0 1 0
#> [1397,] 0 1 0
#> [1398,] 0 1 0
#> [1399,] 0 1 0
#> [1400,] 0 1 0
#> [1401,] 0 1 0
#> [1402,] 0 1 0
#> [1403,] 0 1 0
#> [1404,] 0 1 0
#> [1405,] 0 1 0
#> [1406,] 0 1 0
#> [1407,] 0 1 0
#> [1408,] 0 1 0
#> [1409,] 0 1 0
#> [1410,] 0 1 0
#> [1411,] 0 1 0
#> [1412,] 0 1 0
#> [1413,] 0 1 0
#> [1414,] 0 1 0
#> [1415,] 0 1 0
#> [1416,] 0 1 0
#> [1417,] 0 1 0
#> [1418,] 0 1 0
#> [1419,] 0 1 0
#> [1420,] 0 1 0
#> [1421,] 0 1 0
#> [1422,] 0 1 0
#> [1423,] 0 1 0
#> [1424,] 0 1 0
#> [1425,] 0 1 0
#> [1426,] 0 1 0
#> [1427,] 0 1 0
#> [1428,] 0 1 0
#> [1429,] 0 1 0
#> [1430,] 0 1 0
#> [1431,] 0 1 0
#> [1432,] 0 1 0
#> [1433,] 0 1 0
#> [1434,] 0 1 0
#> [1435,] 0 1 0
#> [1436,] 0 1 0
#> [1437,] 0 1 0
#> [1438,] 0 1 0
#> [1439,] 0 1 0
#> [1440,] 0 1 0
#> [1441,] 0 1 0
#> [1442,] 0 1 0
#> [1443,] 0 1 0
#> [1444,] 0 1 0
#> [1445,] 0 1 0
#> [1446,] 0 1 0
#> [1447,] 0 1 0
#> [1448,] 0 1 0
#> [1449,] 0 1 0
#> [1450,] 0 1 0
#> [1451,] 0 1 0
#> [1452,] 0 1 0
#> [1453,] 0 1 0
#> [1454,] 0 1 0
#> [1455,] 0 1 0
#> [1456,] 0 1 0
#> [1457,] 0 1 0
#> [1458,] 0 1 0
#> [1459,] 0 1 0
#> [1460,] 0 1 0
#> [1461,] 0 1 0
#> [1462,] 0 1 0
#> [1463,] 0 1 0
#> [1464,] 0 1 0
#> [1465,] 0 1 0
#> [1466,] 0 1 0
#> [1467,] 0 1 0
#> [1468,] 0 1 0
#> [1469,] 0 1 0
#> [1470,] 0 1 0
#> [1471,] 0 1 0
#> [1472,] 0 1 0
#> [1473,] 0 1 0
#> [1474,] 0 1 0
#> [1475,] 0 1 0
#> [1476,] 0 1 0
#> [1477,] 0 1 0
#> [1478,] 0 1 0
#> [1479,] 0 1 0
#> [1480,] 0 1 0
#> [1481,] 0 1 0
#> [1482,] 0 1 0
#> [1483,] 0 1 0
#> [1484,] 0 1 0
#> [1485,] 0 1 0
#> [1486,] 0 1 0
#> [1487,] 0 1 0
#> [1488,] 0 1 0
#> [1489,] 0 1 0
#> [1490,] 0 1 0
#> [1491,] 1 0 1
#> [1492,] 1 0 1
#> [1493,] 1 0 1
#> [1494,] 1 0 1
#> [1495,] 1 0 1
#> [1496,] 1 0 1
#> [1497,] 1 0 1
#> [1498,] 1 0 1
#> [1499,] 1 0 1
#> [1500,] 1 0 1
#> [1501,] 1 0 1
#> [1502,] 1 0 1
#> [1503,] 1 0 1
#> [1504,] 1 0 1
#> [1505,] 1 0 1
#> [1506,] 1 0 1
#> [1507,] 1 0 1
#> [1508,] 1 0 1
#> [1509,] 1 0 1
#> [1510,] 1 0 1
#> [1511,] 1 0 1
#> [1512,] 1 0 1
#> [1513,] 1 0 1
#> [1514,] 1 0 1
#> [1515,] 1 0 1
#> [1516,] 1 0 1
#> [1517,] 1 0 1
#> [1518,] 1 0 1
#> [1519,] 1 0 1
#> [1520,] 1 0 1
#> [1521,] 1 0 1
#> [1522,] 1 0 1
#> [1523,] 1 0 1
#> [1524,] 1 0 1
#> [1525,] 1 0 1
#> [1526,] 1 0 1
#> [1527,] 1 0 1
#> [1528,] 1 0 1
#> [1529,] 1 0 1
#> [1530,] 1 0 1
#> [1531,] 1 0 1
#> [1532,] 1 0 1
#> [1533,] 1 0 1
#> [1534,] 1 0 1
#> [1535,] 1 0 1
#> [1536,] 1 0 1
#> [1537,] 1 0 1
#> [1538,] 1 0 1
#> [1539,] 1 0 1
#> [1540,] 1 0 1
#> [1541,] 1 0 1
#> [1542,] 1 0 1
#> [1543,] 1 0 1
#> [1544,] 1 0 1
#> [1545,] 1 0 1
#> [1546,] 1 0 1
#> [1547,] 1 0 1
#> [1548,] 0 0 1
#> [1549,] 0 0 1
#> [1550,] 0 0 1
#> [1551,] 0 0 1
#> [1552,] 0 0 1
#> [1553,] 0 0 1
#> [1554,] 0 0 1
#> [1555,] 0 0 1
#> [1556,] 0 0 1
#> [1557,] 0 0 1
#> [1558,] 0 0 1
#> [1559,] 0 0 1
#> [1560,] 0 0 1
#> [1561,] 0 0 1
#> [1562,] 0 0 1
#> [1563,] 0 0 1
#> [1564,] 0 0 1
#> [1565,] 0 0 1
#> [1566,] 0 0 1
#> [1567,] 0 0 1
#> [1568,] 0 0 1
#> [1569,] 0 0 1
#> [1570,] 0 0 1
#> [1571,] 0 0 1
#> [1572,] 0 0 1
#> [1573,] 0 0 1
#> [1574,] 0 0 1
#> [1575,] 0 0 1
#> [1576,] 0 0 1
#> [1577,] 0 0 1
#> [1578,] 0 0 1
#> [1579,] 0 0 1
#> [1580,] 0 0 1
#> [1581,] 0 0 1
#> [1582,] 0 0 1
#> [1583,] 0 0 1
#> [1584,] 0 0 1
#> [1585,] 0 0 1
#> [1586,] 0 0 1
#> [1587,] 0 0 1
#> [1588,] 0 0 1
#> [1589,] 0 0 1
#> [1590,] 0 0 1
#> [1591,] 0 0 1
#> [1592,] 0 0 1
#> [1593,] 0 0 1
#> [1594,] 0 0 1
#> [1595,] 0 0 1
#> [1596,] 0 0 1
#> [1597,] 0 0 1
#> [1598,] 0 0 1
#> [1599,] 0 0 1
#> [1600,] 0 0 1
#> [1601,] 0 0 1
#> [1602,] 0 0 1
#> [1603,] 0 0 1
#> [1604,] 0 0 1
#> [1605,] 0 0 1
#> [1606,] 0 0 1
#> [1607,] 0 0 1
#> [1608,] 0 0 1
#> [1609,] 0 0 1
#> [1610,] 0 0 1
#> [1611,] 0 0 1
#> [1612,] 0 0 1
#> [1613,] 0 0 1
#> [1614,] 0 0 1
#> [1615,] 0 0 1
#> [1616,] 0 0 1
#> [1617,] 0 0 1
#> [1618,] 0 0 1
#> [1619,] 0 0 1
#> [1620,] 0 0 1
#> [1621,] 0 0 1
#> [1622,] 0 0 1
#> [1623,] 0 0 1
#> [1624,] 0 0 1
#> [1625,] 0 0 1
#> [1626,] 0 0 1
#> [1627,] 0 0 1
#> [1628,] 0 0 1
#> [1629,] 0 0 1
#> [1630,] 0 0 1
#> [1631,] 0 0 1
#> [1632,] 0 0 1
#> [1633,] 0 0 1
#> [1634,] 0 0 1
#> [1635,] 0 0 1
#> [1636,] 0 0 1
#> [1637,] 0 0 1
#> [1638,] 0 0 1
#> [1639,] 0 0 1
#> [1640,] 0 0 1
#> [1641,] 0 0 1
#> [1642,] 0 0 1
#> [1643,] 0 0 1
#> [1644,] 0 0 1
#> [1645,] 0 0 1
#> [1646,] 0 0 1
#> [1647,] 0 0 1
#> [1648,] 0 0 1
#> [1649,] 0 0 1
#> [1650,] 0 0 1
#> [1651,] 0 0 1
#> [1652,] 0 0 1
#> [1653,] 0 0 1
#> [1654,] 0 0 1
#> [1655,] 0 0 1
#> [1656,] 0 0 1
#> [1657,] 0 0 1
#> [1658,] 0 0 1
#> [1659,] 0 0 1
#> [1660,] 0 0 1
#> [1661,] 0 0 1
#> [1662,] 0 0 1
#> [1663,] 0 0 1
#> [1664,] 0 0 1
#> [1665,] 0 0 1
#> [1666,] 0 0 1
#> [1667,] 0 0 1
#> [1668,] 0 0 1
#> [1669,] 0 0 1
#> [1670,] 0 0 1
#> [1671,] 0 0 1
#> [1672,] 0 0 1
#> [1673,] 0 0 1
#> [1674,] 0 0 1
#> [1675,] 0 0 1
#> [1676,] 0 0 1
#> [1677,] 0 0 1
#> [1678,] 0 0 1
#> [1679,] 0 0 1
#> [1680,] 0 0 1
#> [1681,] 0 0 1
#> [1682,] 0 0 1
#> [1683,] 0 0 1
#> [1684,] 0 0 1
#> [1685,] 0 0 1
#> [1686,] 0 0 1
#> [1687,] 0 0 1
#> [1688,] 0 0 1
#> [1689,] 0 0 1
#> [1690,] 0 0 1
#> [1691,] 0 0 1
#> [1692,] 0 0 1
#> [1693,] 0 0 1
#> [1694,] 0 0 1
#> [1695,] 0 0 1
#> [1696,] 0 0 1
#> [1697,] 0 0 1
#> [1698,] 0 0 1
#> [1699,] 0 0 1
#> [1700,] 0 0 1
#> [1701,] 0 0 1
#> [1702,] 0 0 1
#> [1703,] 0 0 1
#> [1704,] 0 0 1
#> [1705,] 0 0 1
#> [1706,] 0 0 1
#> [1707,] 0 0 1
#> [1708,] 0 0 1
#> [1709,] 0 0 1
#> [1710,] 0 0 1
#> [1711,] 0 0 1
#> [1712,] 0 0 1
#> [1713,] 0 0 1
#> [1714,] 0 0 1
#> [1715,] 0 0 1
#> [1716,] 0 0 1
#> [1717,] 0 0 1
#> [1718,] 0 0 1
#> [1719,] 0 0 1
#> [1720,] 0 0 1
#> [1721,] 0 0 1
#> [1722,] 0 0 1
#> [1723,] 0 0 1
#> [1724,] 0 0 1
#> [1725,] 0 0 1
#> [1726,] 0 0 1
#> [1727,] 0 0 1
#> [1728,] 0 0 1
#> [1729,] 0 0 1
#> [1730,] 0 0 1
#> [1731,] 0 0 1
#> [1732,] 0 0 1
#> [1733,] 0 0 1
#> [1734,] 0 0 1
#> [1735,] 0 0 1
#> [1736,] 0 0 1
#> [1737,] 0 0 1
#> [1738,] 0 0 1
#> [1739,] 0 0 1
#> [1740,] 0 0 1
#> [1741,] 0 0 1
#> [1742,] 0 0 1
#> [1743,] 0 0 1
#> [1744,] 0 0 1
#> [1745,] 0 0 1
#> [1746,] 0 0 1
#> [1747,] 0 0 1
#> [1748,] 0 0 1
#> [1749,] 0 0 1
#> [1750,] 0 0 1
#> [1751,] 0 0 1
#> [1752,] 0 0 1
#> [1753,] 0 0 1
#> [1754,] 0 0 1
#> [1755,] 0 0 1
#> [1756,] 0 0 1
#> [1757,] 0 0 1
#> [1758,] 0 0 1
#> [1759,] 0 0 1
#> [1760,] 0 0 1
#> [1761,] 0 0 1
#> [1762,] 0 0 1
#> [1763,] 0 0 1
#> [1764,] 0 0 1
#> [1765,] 0 0 1
#> [1766,] 0 0 1
#> [1767,] 0 0 1
#> [1768,] 0 0 1
#> [1769,] 0 0 1
#> [1770,] 0 0 1
#> [1771,] 0 0 1
#> [1772,] 0 0 1
#> [1773,] 0 0 1
#> [1774,] 0 0 1
#> [1775,] 0 0 1
#> [1776,] 0 0 1
#> [1777,] 0 0 1
#> [1778,] 0 0 1
#> [1779,] 0 0 1
#> [1780,] 0 0 1
#> [1781,] 0 0 1
#> [1782,] 0 0 1
#> [1783,] 0 0 1
#> [1784,] 0 0 1
#> [1785,] 0 0 1
#> [1786,] 0 0 1
#> [1787,] 0 0 1
#> [1788,] 0 0 1
#> [1789,] 0 0 1
#> [1790,] 0 0 1
#> [1791,] 0 0 1
#> [1792,] 0 0 1
#> [1793,] 0 0 1
#> [1794,] 0 0 1
#> [1795,] 0 0 1
#> [1796,] 0 0 1
#> [1797,] 0 0 1
#> [1798,] 0 0 1
#> [1799,] 0 0 1
#> [1800,] 0 0 1
#> [1801,] 0 0 1
#> [1802,] 0 0 1
#> [1803,] 0 0 1
#> [1804,] 0 0 1
#> [1805,] 0 0 1
#> [1806,] 0 0 1
#> [1807,] 0 0 1
#> [1808,] 0 0 1
#> [1809,] 0 0 1
#> [1810,] 0 0 1
#> [1811,] 0 0 1
#> [1812,] 0 0 1
#> [1813,] 0 0 1
#> [1814,] 0 0 1
#> [1815,] 0 0 1
#> [1816,] 0 0 1
#> [1817,] 0 0 1
#> [1818,] 0 0 1
#> [1819,] 0 0 1
#> [1820,] 0 0 1
#> [1821,] 0 0 1
#> [1822,] 0 0 1
#> [1823,] 0 0 1
#> [1824,] 0 0 1
#> [1825,] 0 0 1
#> [1826,] 0 0 1
#> [1827,] 0 0 1
#> [1828,] 0 0 1
#> [1829,] 0 0 1
#> [1830,] 0 0 1
#> [1831,] 0 0 1
#> [1832,] 0 0 1
#> [1833,] 0 0 1
#> [1834,] 0 0 1
#> [1835,] 0 0 1
#> [1836,] 0 0 1
#> [1837,] 0 0 1
#> [1838,] 0 0 1
#> [1839,] 0 0 1
#> [1840,] 0 0 1
#> [1841,] 0 0 1
#> [1842,] 0 0 1
#> [1843,] 0 0 1
#> [1844,] 0 0 1
#> [1845,] 0 0 1
#> [1846,] 0 0 1
#> [1847,] 0 0 1
#> [1848,] 0 0 1
#> [1849,] 0 0 1
#> [1850,] 0 0 1
#> [1851,] 0 0 1
#> [1852,] 0 0 1
#> [1853,] 0 0 1
#> [1854,] 0 0 1
#> [1855,] 0 0 1
#> [1856,] 0 0 1
#> [1857,] 0 0 1
#> [1858,] 0 0 1
#> [1859,] 0 0 1
#> [1860,] 0 0 1
#> [1861,] 0 0 1
#> [1862,] 0 0 1
#> [1863,] 0 0 1
#> [1864,] 0 0 1
#> [1865,] 0 0 1
#> [1866,] 0 0 1
#> [1867,] 0 0 1
#> [1868,] 0 0 1
#> [1869,] 0 0 1
#> [1870,] 0 0 1
#> [1871,] 0 0 1
#> [1872,] 0 0 1
#> [1873,] 0 0 1
#> [1874,] 0 0 1
#> [1875,] 0 0 1
#> [1876,] 0 0 1
#> [1877,] 0 0 1
#> [1878,] 0 0 1
#> [1879,] 0 0 1
#> [1880,] 0 0 1
#> [1881,] 0 0 1
#> [1882,] 0 0 1
#> [1883,] 0 0 1
#> [1884,] 0 0 1
#> [1885,] 0 0 1
#> [1886,] 0 0 1
#> [1887,] 0 0 1
#> [1888,] 0 0 1
#> [1889,] 0 0 1
#> [1890,] 0 0 1
#> [1891,] 0 0 1
#> [1892,] 0 0 1
#> [1893,] 0 0 1
#> [1894,] 0 0 1
#> [1895,] 0 0 1
#> [1896,] 0 0 1
#> [1897,] 0 0 1
#> [1898,] 0 0 1
#> [1899,] 0 0 1
#> [1900,] 0 0 1
#> [1901,] 0 0 1
#> [1902,] 0 0 1
#> [1903,] 0 0 1
#> [1904,] 0 0 1
#> [1905,] 0 0 1
#> [1906,] 0 0 1
#> [1907,] 0 0 1
#> [1908,] 0 0 1
#> [1909,] 0 0 1
#> [1910,] 0 0 1
#> [1911,] 0 0 1
#> [1912,] 0 0 1
#> [1913,] 0 0 1
#> [1914,] 0 0 1
#> [1915,] 0 0 1
#> [1916,] 0 0 1
#> [1917,] 0 0 1
#> [1918,] 0 0 1
#> [1919,] 0 0 1
#> [1920,] 0 0 1
#> [1921,] 0 0 1
#> [1922,] 0 0 1
#> [1923,] 0 0 1
#> [1924,] 0 0 1
#> [1925,] 0 0 1
#> [1926,] 0 0 1
#> [1927,] 0 0 1
#> [1928,] 0 0 1
#> [1929,] 0 0 1
#> [1930,] 0 0 1
#> [1931,] 0 0 1
#> [1932,] 0 0 1
#> [1933,] 0 0 1
#> [1934,] 0 0 1
#> [1935,] 0 0 1
#> [1936,] 0 0 1
#> [1937,] 0 0 1
#> [1938,] 0 0 1
#> [1939,] 0 0 1
#> [1940,] 0 0 1
#> [1941,] 0 0 1
#> [1942,] 0 0 1
#> [1943,] 0 0 1
#> [1944,] 0 0 1
#> [1945,] 0 0 1
#> [1946,] 0 0 1
#> [1947,] 0 0 1
#> [1948,] 0 0 1
#> [1949,] 0 0 1
#> [1950,] 0 0 1
#> [1951,] 0 0 1
#> [1952,] 0 0 1
#> [1953,] 0 0 1
#> [1954,] 0 0 1
#> [1955,] 0 0 1
#> [1956,] 0 0 1
#> [1957,] 0 0 1
#> [1958,] 0 0 1
#> [1959,] 0 0 1
#> [1960,] 0 0 1
#> [1961,] 0 0 1
#> [1962,] 0 0 1
#> [1963,] 0 0 1
#> [1964,] 0 0 1
#> [1965,] 0 0 1
#> [1966,] 0 0 1
#> [1967,] 0 0 1
#> [1968,] 0 0 1
#> [1969,] 0 0 1
#> [1970,] 0 0 1
#> [1971,] 0 0 1
#> [1972,] 0 0 1
#> [1973,] 0 0 1
#> [1974,] 0 0 1
#> [1975,] 0 0 1
#> [1976,] 0 0 1
#> [1977,] 0 0 1
#> [1978,] 0 0 1
#> [1979,] 0 0 1
#> [1980,] 0 0 1
#> [1981,] 0 0 1
#> [1982,] 0 0 1
#> [1983,] 0 0 1
#> [1984,] 0 0 1
#> [1985,] 0 0 1
#> [1986,] 0 0 1
#> [1987,] 0 0 1
#> [1988,] 0 0 1
#> [1989,] 0 0 1
#> [1990,] 0 0 1
#> [1991,] 0 0 1
#> [1992,] 0 0 1
#> [1993,] 0 0 1
#> [1994,] 0 0 1
#> [1995,] 0 0 1
#> [1996,] 0 0 1
#> [1997,] 0 0 1
#> [1998,] 0 0 1
#> [1999,] 0 0 1
#> [2000,] 0 0 1
#> [2001,] 0 0 1
#> [2002,] 0 0 1
#> [2003,] 0 0 1
#> [2004,] 0 0 1
#> [2005,] 0 0 1
#> [2006,] 0 0 1
#> [2007,] 0 0 1
#> [2008,] 0 0 1
#> [2009,] 0 0 1
#> [2010,] 0 0 1
#> [2011,] 0 0 1
#> [2012,] 0 0 1
#> [2013,] 0 0 1
#> [2014,] 0 0 1
#> [2015,] 0 0 1
#> [2016,] 0 0 1
#> [2017,] 0 0 1
#> [2018,] 0 0 1
#> [2019,] 0 0 1
#> [2020,] 0 0 1
#> [2021,] 0 0 1
#> [2022,] 0 0 1
#> [2023,] 0 0 1
#> [2024,] 0 0 1
#> [2025,] 0 0 1
#> [2026,] 0 0 1
#> [2027,] 0 0 1
#> [2028,] 0 0 1
#> [2029,] 0 0 1
#> [2030,] 0 0 1
#> [2031,] 0 0 1
#> [2032,] 0 0 1
#> [2033,] 0 0 1
#> [2034,] 0 0 1
#> [2035,] 0 0 1
#> [2036,] 0 0 1
#> [2037,] 0 0 1
#> [2038,] 0 0 1
#> [2039,] 0 0 1
#> [2040,] 0 0 1
#> [2041,] 0 0 1
#> [2042,] 0 0 1
#> [2043,] 0 0 1
#> [2044,] 0 0 1
#> [2045,] 0 0 1
#> [2046,] 0 0 1
#> [2047,] 0 0 1
#> [2048,] 0 0 1
#> [2049,] 0 0 1
#> [2050,] 0 0 1
#> [2051,] 0 0 1
#> [2052,] 0 0 1
#> [2053,] 0 0 1
#> [2054,] 0 0 1
#> [2055,] 0 0 1
#> [2056,] 0 0 1
#> [2057,] 0 0 1
#> [2058,] 0 0 1
#> [2059,] 0 0 1
#> [2060,] 0 0 1
#> [2061,] 0 0 1
#> [2062,] 0 0 1
#> [2063,] 0 0 1
#> [2064,] 0 0 1
#> [2065,] 0 0 1
#> [2066,] 0 0 1
#> [2067,] 0 0 1
#> [2068,] 0 0 1
#> [2069,] 0 0 1
#> [2070,] 0 0 1
#> [2071,] 0 0 1
#> [2072,] 0 0 1
#> [2073,] 0 0 1
#> [2074,] 0 0 1
#> [2075,] 0 0 1
#> [2076,] 0 0 1
#> [2077,] 0 0 1
#> [2078,] 0 0 1
#> [2079,] 0 0 1
#> [2080,] 0 0 1
#> [2081,] 0 0 1
#> [2082,] 0 0 1
#> [2083,] 0 0 1
#> [2084,] 0 0 1
#> [2085,] 0 0 1
#> [2086,] 0 0 1
#> [2087,] 0 0 1
#> [2088,] 0 0 1
#> [2089,] 0 0 1
#> [2090,] 0 0 1
#> [2091,] 0 0 1
#> [2092,] 0 0 1
#> [2093,] 0 0 1
#> [2094,] 0 0 1
#> [2095,] 0 0 1
#> [2096,] 0 0 1
#> [2097,] 0 0 1
#> [2098,] 0 0 1
#> [2099,] 0 0 1
#> [2100,] 0 0 1
#> [2101,] 0 0 1
#> [2102,] 0 0 1
#> [2103,] 0 0 1
#> [2104,] 0 0 1
#> [2105,] 0 0 1
#> [2106,] 0 0 1
#> [2107,] 0 0 1
#> [2108,] 0 0 1
#> [2109,] 0 0 1
#> [2110,] 0 0 1
#> [2111,] 0 0 1
#> [2112,] 0 0 1
#> [2113,] 0 0 1
#> [2114,] 0 0 1
#> [2115,] 0 0 1
#> [2116,] 0 0 1
#> [2117,] 0 0 1
#> [2118,] 0 0 1
#> [2119,] 0 0 1
#> [2120,] 0 0 1
#> [2121,] 0 0 1
#> [2122,] 0 0 1
#> [2123,] 0 0 1
#> [2124,] 0 0 1
#> [2125,] 0 0 1
#> [2126,] 0 0 1
#> [2127,] 0 0 1
#> [2128,] 0 0 1
#> [2129,] 0 0 1
#> [2130,] 0 0 1
#> [2131,] 0 0 1
#> [2132,] 0 0 1
#> [2133,] 0 0 1
#> [2134,] 0 0 1
#> [2135,] 0 0 1
#> [2136,] 0 0 1
#> [2137,] 0 0 1
#> [2138,] 0 0 1
#> [2139,] 0 0 1
#> [2140,] 0 0 1
#> [2141,] 0 0 1
#> [2142,] 0 0 1
#> [2143,] 0 0 1
#> [2144,] 0 0 1
#> [2145,] 0 0 1
#> [2146,] 0 0 1
#> [2147,] 0 0 1
#> [2148,] 0 0 1
#> [2149,] 0 0 1
#> [2150,] 0 0 1
#> [2151,] 0 0 1
#> [2152,] 0 0 1
#> [2153,] 0 0 1
#> [2154,] 0 0 1
#> [2155,] 0 0 1
#> [2156,] 0 0 1
#> [2157,] 0 0 1
#> [2158,] 0 0 1
#> [2159,] 0 0 1
#> [2160,] 0 0 1
#> [2161,] 0 0 1
#> [2162,] 0 0 1
#> [2163,] 0 0 1
#> [2164,] 0 0 1
#> [2165,] 0 0 1
#> [2166,] 0 0 1
#> [2167,] 0 0 1
#> [2168,] 0 0 1
#> [2169,] 0 0 1
#> [2170,] 0 0 1
#> [2171,] 0 0 1
#> [2172,] 0 0 1
#> [2173,] 0 0 1
#> [2174,] 0 0 1
#> [2175,] 0 0 1
#> [2176,] 0 0 1
#> [2177,] 0 0 1
#> [2178,] 0 0 1
#> [2179,] 0 0 1
#> [2180,] 0 0 1
#> [2181,] 0 0 1
#> [2182,] 0 0 1
#> [2183,] 0 0 1
#> [2184,] 0 0 1
#> [2185,] 0 0 1
#> [2186,] 0 0 1
#> [2187,] 0 0 1
#> [2188,] 0 0 1
#> [2189,] 0 0 1
#> [2190,] 0 0 1
#> [2191,] 0 0 1
#> [2192,] 0 0 1
#> [2193,] 0 0 1
#> [2194,] 0 0 1
#> [2195,] 0 0 1
#> [2196,] 0 0 1
#> [2197,] 0 0 1
#> [2198,] 0 0 1
#> [2199,] 0 0 1
#> [2200,] 0 0 1
#> [2201,] 0 0 1
#>
#> $data
#> Class Sex Age Survived
#> 1 3rd Male Child No
#> 2 3rd Male Child No
#> 3 3rd Male Child No
#> 4 3rd Male Child No
#> 5 3rd Male Child No
#> 6 3rd Male Child No
#> 7 3rd Male Child No
#> 8 3rd Male Child No
#> 9 3rd Male Child No
#> 10 3rd Male Child No
#> 11 3rd Male Child No
#> 12 3rd Male Child No
#> 13 3rd Male Child No
#> 14 3rd Male Child No
#> 15 3rd Male Child No
#> 16 3rd Male Child No
#> 17 3rd Male Child No
#> 18 3rd Male Child No
#> 19 3rd Male Child No
#> 20 3rd Male Child No
#> 21 3rd Male Child No
#> 22 3rd Male Child No
#> 23 3rd Male Child No
#> 24 3rd Male Child No
#> 25 3rd Male Child No
#> 26 3rd Male Child No
#> 27 3rd Male Child No
#> 28 3rd Male Child No
#> 29 3rd Male Child No
#> 30 3rd Male Child No
#> 31 3rd Male Child No
#> 32 3rd Male Child No
#> 33 3rd Male Child No
#> 34 3rd Male Child No
#> 35 3rd Male Child No
#> 36 3rd Female Child No
#> 37 3rd Female Child No
#> 38 3rd Female Child No
#> 39 3rd Female Child No
#> 40 3rd Female Child No
#> 41 3rd Female Child No
#> 42 3rd Female Child No
#> 43 3rd Female Child No
#> 44 3rd Female Child No
#> 45 3rd Female Child No
#> 46 3rd Female Child No
#> 47 3rd Female Child No
#> 48 3rd Female Child No
#> 49 3rd Female Child No
#> 50 3rd Female Child No
#> 51 3rd Female Child No
#> 52 3rd Female Child No
#> 53 1st Male Adult No
#> 54 1st Male Adult No
#> 55 1st Male Adult No
#> 56 1st Male Adult No
#> 57 1st Male Adult No
#> 58 1st Male Adult No
#> 59 1st Male Adult No
#> 60 1st Male Adult No
#> 61 1st Male Adult No
#> 62 1st Male Adult No
#> 63 1st Male Adult No
#> 64 1st Male Adult No
#> 65 1st Male Adult No
#> 66 1st Male Adult No
#> 67 1st Male Adult No
#> 68 1st Male Adult No
#> 69 1st Male Adult No
#> 70 1st Male Adult No
#> 71 1st Male Adult No
#> 72 1st Male Adult No
#> 73 1st Male Adult No
#> 74 1st Male Adult No
#> 75 1st Male Adult No
#> 76 1st Male Adult No
#> 77 1st Male Adult No
#> 78 1st Male Adult No
#> 79 1st Male Adult No
#> 80 1st Male Adult No
#> 81 1st Male Adult No
#> 82 1st Male Adult No
#> 83 1st Male Adult No
#> 84 1st Male Adult No
#> 85 1st Male Adult No
#> 86 1st Male Adult No
#> 87 1st Male Adult No
#> 88 1st Male Adult No
#> 89 1st Male Adult No
#> 90 1st Male Adult No
#> 91 1st Male Adult No
#> 92 1st Male Adult No
#> 93 1st Male Adult No
#> 94 1st Male Adult No
#> 95 1st Male Adult No
#> 96 1st Male Adult No
#> 97 1st Male Adult No
#> 98 1st Male Adult No
#> 99 1st Male Adult No
#> 100 1st Male Adult No
#> 101 1st Male Adult No
#> 102 1st Male Adult No
#> 103 1st Male Adult No
#> 104 1st Male Adult No
#> 105 1st Male Adult No
#> 106 1st Male Adult No
#> 107 1st Male Adult No
#> 108 1st Male Adult No
#> 109 1st Male Adult No
#> 110 1st Male Adult No
#> 111 1st Male Adult No
#> 112 1st Male Adult No
#> 113 1st Male Adult No
#> 114 1st Male Adult No
#> 115 1st Male Adult No
#> 116 1st Male Adult No
#> 117 1st Male Adult No
#> 118 1st Male Adult No
#> 119 1st Male Adult No
#> 120 1st Male Adult No
#> 121 1st Male Adult No
#> 122 1st Male Adult No
#> 123 1st Male Adult No
#> 124 1st Male Adult No
#> 125 1st Male Adult No
#> 126 1st Male Adult No
#> 127 1st Male Adult No
#> 128 1st Male Adult No
#> 129 1st Male Adult No
#> 130 1st Male Adult No
#> 131 1st Male Adult No
#> 132 1st Male Adult No
#> 133 1st Male Adult No
#> 134 1st Male Adult No
#> 135 1st Male Adult No
#> 136 1st Male Adult No
#> 137 1st Male Adult No
#> 138 1st Male Adult No
#> 139 1st Male Adult No
#> 140 1st Male Adult No
#> 141 1st Male Adult No
#> 142 1st Male Adult No
#> 143 1st Male Adult No
#> 144 1st Male Adult No
#> 145 1st Male Adult No
#> 146 1st Male Adult No
#> 147 1st Male Adult No
#> 148 1st Male Adult No
#> 149 1st Male Adult No
#> 150 1st Male Adult No
#> 151 1st Male Adult No
#> 152 1st Male Adult No
#> 153 1st Male Adult No
#> 154 1st Male Adult No
#> 155 1st Male Adult No
#> 156 1st Male Adult No
#> 157 1st Male Adult No
#> 158 1st Male Adult No
#> 159 1st Male Adult No
#> 160 1st Male Adult No
#> 161 1st Male Adult No
#> 162 1st Male Adult No
#> 163 1st Male Adult No
#> 164 1st Male Adult No
#> 165 1st Male Adult No
#> 166 1st Male Adult No
#> 167 1st Male Adult No
#> 168 1st Male Adult No
#> 169 1st Male Adult No
#> 170 1st Male Adult No
#> 171 2nd Male Adult No
#> 172 2nd Male Adult No
#> 173 2nd Male Adult No
#> 174 2nd Male Adult No
#> 175 2nd Male Adult No
#> 176 2nd Male Adult No
#> 177 2nd Male Adult No
#> 178 2nd Male Adult No
#> 179 2nd Male Adult No
#> 180 2nd Male Adult No
#> 181 2nd Male Adult No
#> 182 2nd Male Adult No
#> 183 2nd Male Adult No
#> 184 2nd Male Adult No
#> 185 2nd Male Adult No
#> 186 2nd Male Adult No
#> 187 2nd Male Adult No
#> 188 2nd Male Adult No
#> 189 2nd Male Adult No
#> 190 2nd Male Adult No
#> 191 2nd Male Adult No
#> 192 2nd Male Adult No
#> 193 2nd Male Adult No
#> 194 2nd Male Adult No
#> 195 2nd Male Adult No
#> 196 2nd Male Adult No
#> 197 2nd Male Adult No
#> 198 2nd Male Adult No
#> 199 2nd Male Adult No
#> 200 2nd Male Adult No
#> 201 2nd Male Adult No
#> 202 2nd Male Adult No
#> 203 2nd Male Adult No
#> 204 2nd Male Adult No
#> 205 2nd Male Adult No
#> 206 2nd Male Adult No
#> 207 2nd Male Adult No
#> 208 2nd Male Adult No
#> 209 2nd Male Adult No
#> 210 2nd Male Adult No
#> 211 2nd Male Adult No
#> 212 2nd Male Adult No
#> 213 2nd Male Adult No
#> 214 2nd Male Adult No
#> 215 2nd Male Adult No
#> 216 2nd Male Adult No
#> 217 2nd Male Adult No
#> 218 2nd Male Adult No
#> 219 2nd Male Adult No
#> 220 2nd Male Adult No
#> 221 2nd Male Adult No
#> 222 2nd Male Adult No
#> 223 2nd Male Adult No
#> 224 2nd Male Adult No
#> 225 2nd Male Adult No
#> 226 2nd Male Adult No
#> 227 2nd Male Adult No
#> 228 2nd Male Adult No
#> 229 2nd Male Adult No
#> 230 2nd Male Adult No
#> 231 2nd Male Adult No
#> 232 2nd Male Adult No
#> 233 2nd Male Adult No
#> 234 2nd Male Adult No
#> 235 2nd Male Adult No
#> 236 2nd Male Adult No
#> 237 2nd Male Adult No
#> 238 2nd Male Adult No
#> 239 2nd Male Adult No
#> 240 2nd Male Adult No
#> 241 2nd Male Adult No
#> 242 2nd Male Adult No
#> 243 2nd Male Adult No
#> 244 2nd Male Adult No
#> 245 2nd Male Adult No
#> 246 2nd Male Adult No
#> 247 2nd Male Adult No
#> 248 2nd Male Adult No
#> 249 2nd Male Adult No
#> 250 2nd Male Adult No
#> 251 2nd Male Adult No
#> 252 2nd Male Adult No
#> 253 2nd Male Adult No
#> 254 2nd Male Adult No
#> 255 2nd Male Adult No
#> 256 2nd Male Adult No
#> 257 2nd Male Adult No
#> 258 2nd Male Adult No
#> 259 2nd Male Adult No
#> 260 2nd Male Adult No
#> 261 2nd Male Adult No
#> 262 2nd Male Adult No
#> 263 2nd Male Adult No
#> 264 2nd Male Adult No
#> 265 2nd Male Adult No
#> 266 2nd Male Adult No
#> 267 2nd Male Adult No
#> 268 2nd Male Adult No
#> 269 2nd Male Adult No
#> 270 2nd Male Adult No
#> 271 2nd Male Adult No
#> 272 2nd Male Adult No
#> 273 2nd Male Adult No
#> 274 2nd Male Adult No
#> 275 2nd Male Adult No
#> 276 2nd Male Adult No
#> 277 2nd Male Adult No
#> 278 2nd Male Adult No
#> 279 2nd Male Adult No
#> 280 2nd Male Adult No
#> 281 2nd Male Adult No
#> 282 2nd Male Adult No
#> 283 2nd Male Adult No
#> 284 2nd Male Adult No
#> 285 2nd Male Adult No
#> 286 2nd Male Adult No
#> 287 2nd Male Adult No
#> 288 2nd Male Adult No
#> 289 2nd Male Adult No
#> 290 2nd Male Adult No
#> 291 2nd Male Adult No
#> 292 2nd Male Adult No
#> 293 2nd Male Adult No
#> 294 2nd Male Adult No
#> 295 2nd Male Adult No
#> 296 2nd Male Adult No
#> 297 2nd Male Adult No
#> 298 2nd Male Adult No
#> 299 2nd Male Adult No
#> 300 2nd Male Adult No
#> 301 2nd Male Adult No
#> 302 2nd Male Adult No
#> 303 2nd Male Adult No
#> 304 2nd Male Adult No
#> 305 2nd Male Adult No
#> 306 2nd Male Adult No
#> 307 2nd Male Adult No
#> 308 2nd Male Adult No
#> 309 2nd Male Adult No
#> 310 2nd Male Adult No
#> 311 2nd Male Adult No
#> 312 2nd Male Adult No
#> 313 2nd Male Adult No
#> 314 2nd Male Adult No
#> 315 2nd Male Adult No
#> 316 2nd Male Adult No
#> 317 2nd Male Adult No
#> 318 2nd Male Adult No
#> 319 2nd Male Adult No
#> 320 2nd Male Adult No
#> 321 2nd Male Adult No
#> 322 2nd Male Adult No
#> 323 2nd Male Adult No
#> 324 2nd Male Adult No
#> 325 3rd Male Adult No
#> 326 3rd Male Adult No
#> 327 3rd Male Adult No
#> 328 3rd Male Adult No
#> 329 3rd Male Adult No
#> 330 3rd Male Adult No
#> 331 3rd Male Adult No
#> 332 3rd Male Adult No
#> 333 3rd Male Adult No
#> 334 3rd Male Adult No
#> 335 3rd Male Adult No
#> 336 3rd Male Adult No
#> 337 3rd Male Adult No
#> 338 3rd Male Adult No
#> 339 3rd Male Adult No
#> 340 3rd Male Adult No
#> 341 3rd Male Adult No
#> 342 3rd Male Adult No
#> 343 3rd Male Adult No
#> 344 3rd Male Adult No
#> 345 3rd Male Adult No
#> 346 3rd Male Adult No
#> 347 3rd Male Adult No
#> 348 3rd Male Adult No
#> 349 3rd Male Adult No
#> 350 3rd Male Adult No
#> 351 3rd Male Adult No
#> 352 3rd Male Adult No
#> 353 3rd Male Adult No
#> 354 3rd Male Adult No
#> 355 3rd Male Adult No
#> 356 3rd Male Adult No
#> 357 3rd Male Adult No
#> 358 3rd Male Adult No
#> 359 3rd Male Adult No
#> 360 3rd Male Adult No
#> 361 3rd Male Adult No
#> 362 3rd Male Adult No
#> 363 3rd Male Adult No
#> 364 3rd Male Adult No
#> 365 3rd Male Adult No
#> 366 3rd Male Adult No
#> 367 3rd Male Adult No
#> 368 3rd Male Adult No
#> 369 3rd Male Adult No
#> 370 3rd Male Adult No
#> 371 3rd Male Adult No
#> 372 3rd Male Adult No
#> 373 3rd Male Adult No
#> 374 3rd Male Adult No
#> 375 3rd Male Adult No
#> 376 3rd Male Adult No
#> 377 3rd Male Adult No
#> 378 3rd Male Adult No
#> 379 3rd Male Adult No
#> 380 3rd Male Adult No
#> 381 3rd Male Adult No
#> 382 3rd Male Adult No
#> 383 3rd Male Adult No
#> 384 3rd Male Adult No
#> 385 3rd Male Adult No
#> 386 3rd Male Adult No
#> 387 3rd Male Adult No
#> 388 3rd Male Adult No
#> 389 3rd Male Adult No
#> 390 3rd Male Adult No
#> 391 3rd Male Adult No
#> 392 3rd Male Adult No
#> 393 3rd Male Adult No
#> 394 3rd Male Adult No
#> 395 3rd Male Adult No
#> 396 3rd Male Adult No
#> 397 3rd Male Adult No
#> 398 3rd Male Adult No
#> 399 3rd Male Adult No
#> 400 3rd Male Adult No
#> 401 3rd Male Adult No
#> 402 3rd Male Adult No
#> 403 3rd Male Adult No
#> 404 3rd Male Adult No
#> 405 3rd Male Adult No
#> 406 3rd Male Adult No
#> 407 3rd Male Adult No
#> 408 3rd Male Adult No
#> 409 3rd Male Adult No
#> 410 3rd Male Adult No
#> 411 3rd Male Adult No
#> 412 3rd Male Adult No
#> 413 3rd Male Adult No
#> 414 3rd Male Adult No
#> 415 3rd Male Adult No
#> 416 3rd Male Adult No
#> 417 3rd Male Adult No
#> 418 3rd Male Adult No
#> 419 3rd Male Adult No
#> 420 3rd Male Adult No
#> 421 3rd Male Adult No
#> 422 3rd Male Adult No
#> 423 3rd Male Adult No
#> 424 3rd Male Adult No
#> 425 3rd Male Adult No
#> 426 3rd Male Adult No
#> 427 3rd Male Adult No
#> 428 3rd Male Adult No
#> 429 3rd Male Adult No
#> 430 3rd Male Adult No
#> 431 3rd Male Adult No
#> 432 3rd Male Adult No
#> 433 3rd Male Adult No
#> 434 3rd Male Adult No
#> 435 3rd Male Adult No
#> 436 3rd Male Adult No
#> 437 3rd Male Adult No
#> 438 3rd Male Adult No
#> 439 3rd Male Adult No
#> 440 3rd Male Adult No
#> 441 3rd Male Adult No
#> 442 3rd Male Adult No
#> 443 3rd Male Adult No
#> 444 3rd Male Adult No
#> 445 3rd Male Adult No
#> 446 3rd Male Adult No
#> 447 3rd Male Adult No
#> 448 3rd Male Adult No
#> 449 3rd Male Adult No
#> 450 3rd Male Adult No
#> 451 3rd Male Adult No
#> 452 3rd Male Adult No
#> 453 3rd Male Adult No
#> 454 3rd Male Adult No
#> 455 3rd Male Adult No
#> 456 3rd Male Adult No
#> 457 3rd Male Adult No
#> 458 3rd Male Adult No
#> 459 3rd Male Adult No
#> 460 3rd Male Adult No
#> 461 3rd Male Adult No
#> 462 3rd Male Adult No
#> 463 3rd Male Adult No
#> 464 3rd Male Adult No
#> 465 3rd Male Adult No
#> 466 3rd Male Adult No
#> 467 3rd Male Adult No
#> 468 3rd Male Adult No
#> 469 3rd Male Adult No
#> 470 3rd Male Adult No
#> 471 3rd Male Adult No
#> 472 3rd Male Adult No
#> 473 3rd Male Adult No
#> 474 3rd Male Adult No
#> 475 3rd Male Adult No
#> 476 3rd Male Adult No
#> 477 3rd Male Adult No
#> 478 3rd Male Adult No
#> 479 3rd Male Adult No
#> 480 3rd Male Adult No
#> 481 3rd Male Adult No
#> 482 3rd Male Adult No
#> 483 3rd Male Adult No
#> 484 3rd Male Adult No
#> 485 3rd Male Adult No
#> 486 3rd Male Adult No
#> 487 3rd Male Adult No
#> 488 3rd Male Adult No
#> 489 3rd Male Adult No
#> 490 3rd Male Adult No
#> 491 3rd Male Adult No
#> 492 3rd Male Adult No
#> 493 3rd Male Adult No
#> 494 3rd Male Adult No
#> 495 3rd Male Adult No
#> 496 3rd Male Adult No
#> 497 3rd Male Adult No
#> 498 3rd Male Adult No
#> 499 3rd Male Adult No
#> 500 3rd Male Adult No
#> 501 3rd Male Adult No
#> 502 3rd Male Adult No
#> 503 3rd Male Adult No
#> 504 3rd Male Adult No
#> 505 3rd Male Adult No
#> 506 3rd Male Adult No
#> 507 3rd Male Adult No
#> 508 3rd Male Adult No
#> 509 3rd Male Adult No
#> 510 3rd Male Adult No
#> 511 3rd Male Adult No
#> 512 3rd Male Adult No
#> 513 3rd Male Adult No
#> 514 3rd Male Adult No
#> 515 3rd Male Adult No
#> 516 3rd Male Adult No
#> 517 3rd Male Adult No
#> 518 3rd Male Adult No
#> 519 3rd Male Adult No
#> 520 3rd Male Adult No
#> 521 3rd Male Adult No
#> 522 3rd Male Adult No
#> 523 3rd Male Adult No
#> 524 3rd Male Adult No
#> 525 3rd Male Adult No
#> 526 3rd Male Adult No
#> 527 3rd Male Adult No
#> 528 3rd Male Adult No
#> 529 3rd Male Adult No
#> 530 3rd Male Adult No
#> 531 3rd Male Adult No
#> 532 3rd Male Adult No
#> 533 3rd Male Adult No
#> 534 3rd Male Adult No
#> 535 3rd Male Adult No
#> 536 3rd Male Adult No
#> 537 3rd Male Adult No
#> 538 3rd Male Adult No
#> 539 3rd Male Adult No
#> 540 3rd Male Adult No
#> 541 3rd Male Adult No
#> 542 3rd Male Adult No
#> 543 3rd Male Adult No
#> 544 3rd Male Adult No
#> 545 3rd Male Adult No
#> 546 3rd Male Adult No
#> 547 3rd Male Adult No
#> 548 3rd Male Adult No
#> 549 3rd Male Adult No
#> 550 3rd Male Adult No
#> 551 3rd Male Adult No
#> 552 3rd Male Adult No
#> 553 3rd Male Adult No
#> 554 3rd Male Adult No
#> 555 3rd Male Adult No
#> 556 3rd Male Adult No
#> 557 3rd Male Adult No
#> 558 3rd Male Adult No
#> 559 3rd Male Adult No
#> 560 3rd Male Adult No
#> 561 3rd Male Adult No
#> 562 3rd Male Adult No
#> 563 3rd Male Adult No
#> 564 3rd Male Adult No
#> 565 3rd Male Adult No
#> 566 3rd Male Adult No
#> 567 3rd Male Adult No
#> 568 3rd Male Adult No
#> 569 3rd Male Adult No
#> 570 3rd Male Adult No
#> 571 3rd Male Adult No
#> 572 3rd Male Adult No
#> 573 3rd Male Adult No
#> 574 3rd Male Adult No
#> 575 3rd Male Adult No
#> 576 3rd Male Adult No
#> 577 3rd Male Adult No
#> 578 3rd Male Adult No
#> 579 3rd Male Adult No
#> 580 3rd Male Adult No
#> 581 3rd Male Adult No
#> 582 3rd Male Adult No
#> 583 3rd Male Adult No
#> 584 3rd Male Adult No
#> 585 3rd Male Adult No
#> 586 3rd Male Adult No
#> 587 3rd Male Adult No
#> 588 3rd Male Adult No
#> 589 3rd Male Adult No
#> 590 3rd Male Adult No
#> 591 3rd Male Adult No
#> 592 3rd Male Adult No
#> 593 3rd Male Adult No
#> 594 3rd Male Adult No
#> 595 3rd Male Adult No
#> 596 3rd Male Adult No
#> 597 3rd Male Adult No
#> 598 3rd Male Adult No
#> 599 3rd Male Adult No
#> 600 3rd Male Adult No
#> 601 3rd Male Adult No
#> 602 3rd Male Adult No
#> 603 3rd Male Adult No
#> 604 3rd Male Adult No
#> 605 3rd Male Adult No
#> 606 3rd Male Adult No
#> 607 3rd Male Adult No
#> 608 3rd Male Adult No
#> 609 3rd Male Adult No
#> 610 3rd Male Adult No
#> 611 3rd Male Adult No
#> 612 3rd Male Adult No
#> 613 3rd Male Adult No
#> 614 3rd Male Adult No
#> 615 3rd Male Adult No
#> 616 3rd Male Adult No
#> 617 3rd Male Adult No
#> 618 3rd Male Adult No
#> 619 3rd Male Adult No
#> 620 3rd Male Adult No
#> 621 3rd Male Adult No
#> 622 3rd Male Adult No
#> 623 3rd Male Adult No
#> 624 3rd Male Adult No
#> 625 3rd Male Adult No
#> 626 3rd Male Adult No
#> 627 3rd Male Adult No
#> 628 3rd Male Adult No
#> 629 3rd Male Adult No
#> 630 3rd Male Adult No
#> 631 3rd Male Adult No
#> 632 3rd Male Adult No
#> 633 3rd Male Adult No
#> 634 3rd Male Adult No
#> 635 3rd Male Adult No
#> 636 3rd Male Adult No
#> 637 3rd Male Adult No
#> 638 3rd Male Adult No
#> 639 3rd Male Adult No
#> 640 3rd Male Adult No
#> 641 3rd Male Adult No
#> 642 3rd Male Adult No
#> 643 3rd Male Adult No
#> 644 3rd Male Adult No
#> 645 3rd Male Adult No
#> 646 3rd Male Adult No
#> 647 3rd Male Adult No
#> 648 3rd Male Adult No
#> 649 3rd Male Adult No
#> 650 3rd Male Adult No
#> 651 3rd Male Adult No
#> 652 3rd Male Adult No
#> 653 3rd Male Adult No
#> 654 3rd Male Adult No
#> 655 3rd Male Adult No
#> 656 3rd Male Adult No
#> 657 3rd Male Adult No
#> 658 3rd Male Adult No
#> 659 3rd Male Adult No
#> 660 3rd Male Adult No
#> 661 3rd Male Adult No
#> 662 3rd Male Adult No
#> 663 3rd Male Adult No
#> 664 3rd Male Adult No
#> 665 3rd Male Adult No
#> 666 3rd Male Adult No
#> 667 3rd Male Adult No
#> 668 3rd Male Adult No
#> 669 3rd Male Adult No
#> 670 3rd Male Adult No
#> 671 3rd Male Adult No
#> 672 3rd Male Adult No
#> 673 3rd Male Adult No
#> 674 3rd Male Adult No
#> 675 3rd Male Adult No
#> 676 3rd Male Adult No
#> 677 3rd Male Adult No
#> 678 3rd Male Adult No
#> 679 3rd Male Adult No
#> 680 3rd Male Adult No
#> 681 3rd Male Adult No
#> 682 3rd Male Adult No
#> 683 3rd Male Adult No
#> 684 3rd Male Adult No
#> 685 3rd Male Adult No
#> 686 3rd Male Adult No
#> 687 3rd Male Adult No
#> 688 3rd Male Adult No
#> 689 3rd Male Adult No
#> 690 3rd Male Adult No
#> 691 3rd Male Adult No
#> 692 3rd Male Adult No
#> 693 3rd Male Adult No
#> 694 3rd Male Adult No
#> 695 3rd Male Adult No
#> 696 3rd Male Adult No
#> 697 3rd Male Adult No
#> 698 3rd Male Adult No
#> 699 3rd Male Adult No
#> 700 3rd Male Adult No
#> 701 3rd Male Adult No
#> 702 3rd Male Adult No
#> 703 3rd Male Adult No
#> 704 3rd Male Adult No
#> 705 3rd Male Adult No
#> 706 3rd Male Adult No
#> 707 3rd Male Adult No
#> 708 3rd Male Adult No
#> 709 3rd Male Adult No
#> 710 3rd Male Adult No
#> 711 3rd Male Adult No
#> 712 Crew Male Adult No
#> 713 Crew Male Adult No
#> 714 Crew Male Adult No
#> 715 Crew Male Adult No
#> 716 Crew Male Adult No
#> 717 Crew Male Adult No
#> 718 Crew Male Adult No
#> 719 Crew Male Adult No
#> 720 Crew Male Adult No
#> 721 Crew Male Adult No
#> 722 Crew Male Adult No
#> 723 Crew Male Adult No
#> 724 Crew Male Adult No
#> 725 Crew Male Adult No
#> 726 Crew Male Adult No
#> 727 Crew Male Adult No
#> 728 Crew Male Adult No
#> 729 Crew Male Adult No
#> 730 Crew Male Adult No
#> 731 Crew Male Adult No
#> 732 Crew Male Adult No
#> 733 Crew Male Adult No
#> 734 Crew Male Adult No
#> 735 Crew Male Adult No
#> 736 Crew Male Adult No
#> 737 Crew Male Adult No
#> 738 Crew Male Adult No
#> 739 Crew Male Adult No
#> 740 Crew Male Adult No
#> 741 Crew Male Adult No
#> 742 Crew Male Adult No
#> 743 Crew Male Adult No
#> 744 Crew Male Adult No
#> 745 Crew Male Adult No
#> 746 Crew Male Adult No
#> 747 Crew Male Adult No
#> 748 Crew Male Adult No
#> 749 Crew Male Adult No
#> 750 Crew Male Adult No
#> 751 Crew Male Adult No
#> 752 Crew Male Adult No
#> 753 Crew Male Adult No
#> 754 Crew Male Adult No
#> 755 Crew Male Adult No
#> 756 Crew Male Adult No
#> 757 Crew Male Adult No
#> 758 Crew Male Adult No
#> 759 Crew Male Adult No
#> 760 Crew Male Adult No
#> 761 Crew Male Adult No
#> 762 Crew Male Adult No
#> 763 Crew Male Adult No
#> 764 Crew Male Adult No
#> 765 Crew Male Adult No
#> 766 Crew Male Adult No
#> 767 Crew Male Adult No
#> 768 Crew Male Adult No
#> 769 Crew Male Adult No
#> 770 Crew Male Adult No
#> 771 Crew Male Adult No
#> 772 Crew Male Adult No
#> 773 Crew Male Adult No
#> 774 Crew Male Adult No
#> 775 Crew Male Adult No
#> 776 Crew Male Adult No
#> 777 Crew Male Adult No
#> 778 Crew Male Adult No
#> 779 Crew Male Adult No
#> 780 Crew Male Adult No
#> 781 Crew Male Adult No
#> 782 Crew Male Adult No
#> 783 Crew Male Adult No
#> 784 Crew Male Adult No
#> 785 Crew Male Adult No
#> 786 Crew Male Adult No
#> 787 Crew Male Adult No
#> 788 Crew Male Adult No
#> 789 Crew Male Adult No
#> 790 Crew Male Adult No
#> 791 Crew Male Adult No
#> 792 Crew Male Adult No
#> 793 Crew Male Adult No
#> 794 Crew Male Adult No
#> 795 Crew Male Adult No
#> 796 Crew Male Adult No
#> 797 Crew Male Adult No
#> 798 Crew Male Adult No
#> 799 Crew Male Adult No
#> 800 Crew Male Adult No
#> 801 Crew Male Adult No
#> 802 Crew Male Adult No
#> 803 Crew Male Adult No
#> 804 Crew Male Adult No
#> 805 Crew Male Adult No
#> 806 Crew Male Adult No
#> 807 Crew Male Adult No
#> 808 Crew Male Adult No
#> 809 Crew Male Adult No
#> 810 Crew Male Adult No
#> 811 Crew Male Adult No
#> 812 Crew Male Adult No
#> 813 Crew Male Adult No
#> 814 Crew Male Adult No
#> 815 Crew Male Adult No
#> 816 Crew Male Adult No
#> 817 Crew Male Adult No
#> 818 Crew Male Adult No
#> 819 Crew Male Adult No
#> 820 Crew Male Adult No
#> 821 Crew Male Adult No
#> 822 Crew Male Adult No
#> 823 Crew Male Adult No
#> 824 Crew Male Adult No
#> 825 Crew Male Adult No
#> 826 Crew Male Adult No
#> 827 Crew Male Adult No
#> 828 Crew Male Adult No
#> 829 Crew Male Adult No
#> 830 Crew Male Adult No
#> 831 Crew Male Adult No
#> 832 Crew Male Adult No
#> 833 Crew Male Adult No
#> 834 Crew Male Adult No
#> 835 Crew Male Adult No
#> 836 Crew Male Adult No
#> 837 Crew Male Adult No
#> 838 Crew Male Adult No
#> 839 Crew Male Adult No
#> 840 Crew Male Adult No
#> 841 Crew Male Adult No
#> 842 Crew Male Adult No
#> 843 Crew Male Adult No
#> 844 Crew Male Adult No
#> 845 Crew Male Adult No
#> 846 Crew Male Adult No
#> 847 Crew Male Adult No
#> 848 Crew Male Adult No
#> 849 Crew Male Adult No
#> 850 Crew Male Adult No
#> 851 Crew Male Adult No
#> 852 Crew Male Adult No
#> 853 Crew Male Adult No
#> 854 Crew Male Adult No
#> 855 Crew Male Adult No
#> 856 Crew Male Adult No
#> 857 Crew Male Adult No
#> 858 Crew Male Adult No
#> 859 Crew Male Adult No
#> 860 Crew Male Adult No
#> 861 Crew Male Adult No
#> 862 Crew Male Adult No
#> 863 Crew Male Adult No
#> 864 Crew Male Adult No
#> 865 Crew Male Adult No
#> 866 Crew Male Adult No
#> 867 Crew Male Adult No
#> 868 Crew Male Adult No
#> 869 Crew Male Adult No
#> 870 Crew Male Adult No
#> 871 Crew Male Adult No
#> 872 Crew Male Adult No
#> 873 Crew Male Adult No
#> 874 Crew Male Adult No
#> 875 Crew Male Adult No
#> 876 Crew Male Adult No
#> 877 Crew Male Adult No
#> 878 Crew Male Adult No
#> 879 Crew Male Adult No
#> 880 Crew Male Adult No
#> 881 Crew Male Adult No
#> 882 Crew Male Adult No
#> 883 Crew Male Adult No
#> 884 Crew Male Adult No
#> 885 Crew Male Adult No
#> 886 Crew Male Adult No
#> 887 Crew Male Adult No
#> 888 Crew Male Adult No
#> 889 Crew Male Adult No
#> 890 Crew Male Adult No
#> 891 Crew Male Adult No
#> 892 Crew Male Adult No
#> 893 Crew Male Adult No
#> 894 Crew Male Adult No
#> 895 Crew Male Adult No
#> 896 Crew Male Adult No
#> 897 Crew Male Adult No
#> 898 Crew Male Adult No
#> 899 Crew Male Adult No
#> 900 Crew Male Adult No
#> 901 Crew Male Adult No
#> 902 Crew Male Adult No
#> 903 Crew Male Adult No
#> 904 Crew Male Adult No
#> 905 Crew Male Adult No
#> 906 Crew Male Adult No
#> 907 Crew Male Adult No
#> 908 Crew Male Adult No
#> 909 Crew Male Adult No
#> 910 Crew Male Adult No
#> 911 Crew Male Adult No
#> 912 Crew Male Adult No
#> 913 Crew Male Adult No
#> 914 Crew Male Adult No
#> 915 Crew Male Adult No
#> 916 Crew Male Adult No
#> 917 Crew Male Adult No
#> 918 Crew Male Adult No
#> 919 Crew Male Adult No
#> 920 Crew Male Adult No
#> 921 Crew Male Adult No
#> 922 Crew Male Adult No
#> 923 Crew Male Adult No
#> 924 Crew Male Adult No
#> 925 Crew Male Adult No
#> 926 Crew Male Adult No
#> 927 Crew Male Adult No
#> 928 Crew Male Adult No
#> 929 Crew Male Adult No
#> 930 Crew Male Adult No
#> 931 Crew Male Adult No
#> 932 Crew Male Adult No
#> 933 Crew Male Adult No
#> 934 Crew Male Adult No
#> 935 Crew Male Adult No
#> 936 Crew Male Adult No
#> 937 Crew Male Adult No
#> 938 Crew Male Adult No
#> 939 Crew Male Adult No
#> 940 Crew Male Adult No
#> 941 Crew Male Adult No
#> 942 Crew Male Adult No
#> 943 Crew Male Adult No
#> 944 Crew Male Adult No
#> 945 Crew Male Adult No
#> 946 Crew Male Adult No
#> 947 Crew Male Adult No
#> 948 Crew Male Adult No
#> 949 Crew Male Adult No
#> 950 Crew Male Adult No
#> 951 Crew Male Adult No
#> 952 Crew Male Adult No
#> 953 Crew Male Adult No
#> 954 Crew Male Adult No
#> 955 Crew Male Adult No
#> 956 Crew Male Adult No
#> 957 Crew Male Adult No
#> 958 Crew Male Adult No
#> 959 Crew Male Adult No
#> 960 Crew Male Adult No
#> 961 Crew Male Adult No
#> 962 Crew Male Adult No
#> 963 Crew Male Adult No
#> 964 Crew Male Adult No
#> 965 Crew Male Adult No
#> 966 Crew Male Adult No
#> 967 Crew Male Adult No
#> 968 Crew Male Adult No
#> 969 Crew Male Adult No
#> 970 Crew Male Adult No
#> 971 Crew Male Adult No
#> 972 Crew Male Adult No
#> 973 Crew Male Adult No
#> 974 Crew Male Adult No
#> 975 Crew Male Adult No
#> 976 Crew Male Adult No
#> 977 Crew Male Adult No
#> 978 Crew Male Adult No
#> 979 Crew Male Adult No
#> 980 Crew Male Adult No
#> 981 Crew Male Adult No
#> 982 Crew Male Adult No
#> 983 Crew Male Adult No
#> 984 Crew Male Adult No
#> 985 Crew Male Adult No
#> 986 Crew Male Adult No
#> 987 Crew Male Adult No
#> 988 Crew Male Adult No
#> 989 Crew Male Adult No
#> 990 Crew Male Adult No
#> 991 Crew Male Adult No
#> 992 Crew Male Adult No
#> 993 Crew Male Adult No
#> 994 Crew Male Adult No
#> 995 Crew Male Adult No
#> 996 Crew Male Adult No
#> 997 Crew Male Adult No
#> 998 Crew Male Adult No
#> 999 Crew Male Adult No
#> 1000 Crew Male Adult No
#> 1001 Crew Male Adult No
#> 1002 Crew Male Adult No
#> 1003 Crew Male Adult No
#> 1004 Crew Male Adult No
#> 1005 Crew Male Adult No
#> 1006 Crew Male Adult No
#> 1007 Crew Male Adult No
#> 1008 Crew Male Adult No
#> 1009 Crew Male Adult No
#> 1010 Crew Male Adult No
#> 1011 Crew Male Adult No
#> 1012 Crew Male Adult No
#> 1013 Crew Male Adult No
#> 1014 Crew Male Adult No
#> 1015 Crew Male Adult No
#> 1016 Crew Male Adult No
#> 1017 Crew Male Adult No
#> 1018 Crew Male Adult No
#> 1019 Crew Male Adult No
#> 1020 Crew Male Adult No
#> 1021 Crew Male Adult No
#> 1022 Crew Male Adult No
#> 1023 Crew Male Adult No
#> 1024 Crew Male Adult No
#> 1025 Crew Male Adult No
#> 1026 Crew Male Adult No
#> 1027 Crew Male Adult No
#> 1028 Crew Male Adult No
#> 1029 Crew Male Adult No
#> 1030 Crew Male Adult No
#> 1031 Crew Male Adult No
#> 1032 Crew Male Adult No
#> 1033 Crew Male Adult No
#> 1034 Crew Male Adult No
#> 1035 Crew Male Adult No
#> 1036 Crew Male Adult No
#> 1037 Crew Male Adult No
#> 1038 Crew Male Adult No
#> 1039 Crew Male Adult No
#> 1040 Crew Male Adult No
#> 1041 Crew Male Adult No
#> 1042 Crew Male Adult No
#> 1043 Crew Male Adult No
#> 1044 Crew Male Adult No
#> 1045 Crew Male Adult No
#> 1046 Crew Male Adult No
#> 1047 Crew Male Adult No
#> 1048 Crew Male Adult No
#> 1049 Crew Male Adult No
#> 1050 Crew Male Adult No
#> 1051 Crew Male Adult No
#> 1052 Crew Male Adult No
#> 1053 Crew Male Adult No
#> 1054 Crew Male Adult No
#> 1055 Crew Male Adult No
#> 1056 Crew Male Adult No
#> 1057 Crew Male Adult No
#> 1058 Crew Male Adult No
#> 1059 Crew Male Adult No
#> 1060 Crew Male Adult No
#> 1061 Crew Male Adult No
#> 1062 Crew Male Adult No
#> 1063 Crew Male Adult No
#> 1064 Crew Male Adult No
#> 1065 Crew Male Adult No
#> 1066 Crew Male Adult No
#> 1067 Crew Male Adult No
#> 1068 Crew Male Adult No
#> 1069 Crew Male Adult No
#> 1070 Crew Male Adult No
#> 1071 Crew Male Adult No
#> 1072 Crew Male Adult No
#> 1073 Crew Male Adult No
#> 1074 Crew Male Adult No
#> 1075 Crew Male Adult No
#> 1076 Crew Male Adult No
#> 1077 Crew Male Adult No
#> 1078 Crew Male Adult No
#> 1079 Crew Male Adult No
#> 1080 Crew Male Adult No
#> 1081 Crew Male Adult No
#> 1082 Crew Male Adult No
#> 1083 Crew Male Adult No
#> 1084 Crew Male Adult No
#> 1085 Crew Male Adult No
#> 1086 Crew Male Adult No
#> 1087 Crew Male Adult No
#> 1088 Crew Male Adult No
#> 1089 Crew Male Adult No
#> 1090 Crew Male Adult No
#> 1091 Crew Male Adult No
#> 1092 Crew Male Adult No
#> 1093 Crew Male Adult No
#> 1094 Crew Male Adult No
#> 1095 Crew Male Adult No
#> 1096 Crew Male Adult No
#> 1097 Crew Male Adult No
#> 1098 Crew Male Adult No
#> 1099 Crew Male Adult No
#> 1100 Crew Male Adult No
#> 1101 Crew Male Adult No
#> 1102 Crew Male Adult No
#> 1103 Crew Male Adult No
#> 1104 Crew Male Adult No
#> 1105 Crew Male Adult No
#> 1106 Crew Male Adult No
#> 1107 Crew Male Adult No
#> 1108 Crew Male Adult No
#> 1109 Crew Male Adult No
#> 1110 Crew Male Adult No
#> 1111 Crew Male Adult No
#> 1112 Crew Male Adult No
#> 1113 Crew Male Adult No
#> 1114 Crew Male Adult No
#> 1115 Crew Male Adult No
#> 1116 Crew Male Adult No
#> 1117 Crew Male Adult No
#> 1118 Crew Male Adult No
#> 1119 Crew Male Adult No
#> 1120 Crew Male Adult No
#> 1121 Crew Male Adult No
#> 1122 Crew Male Adult No
#> 1123 Crew Male Adult No
#> 1124 Crew Male Adult No
#> 1125 Crew Male Adult No
#> 1126 Crew Male Adult No
#> 1127 Crew Male Adult No
#> 1128 Crew Male Adult No
#> 1129 Crew Male Adult No
#> 1130 Crew Male Adult No
#> 1131 Crew Male Adult No
#> 1132 Crew Male Adult No
#> 1133 Crew Male Adult No
#> 1134 Crew Male Adult No
#> 1135 Crew Male Adult No
#> 1136 Crew Male Adult No
#> 1137 Crew Male Adult No
#> 1138 Crew Male Adult No
#> 1139 Crew Male Adult No
#> 1140 Crew Male Adult No
#> 1141 Crew Male Adult No
#> 1142 Crew Male Adult No
#> 1143 Crew Male Adult No
#> 1144 Crew Male Adult No
#> 1145 Crew Male Adult No
#> 1146 Crew Male Adult No
#> 1147 Crew Male Adult No
#> 1148 Crew Male Adult No
#> 1149 Crew Male Adult No
#> 1150 Crew Male Adult No
#> 1151 Crew Male Adult No
#> 1152 Crew Male Adult No
#> 1153 Crew Male Adult No
#> 1154 Crew Male Adult No
#> 1155 Crew Male Adult No
#> 1156 Crew Male Adult No
#> 1157 Crew Male Adult No
#> 1158 Crew Male Adult No
#> 1159 Crew Male Adult No
#> 1160 Crew Male Adult No
#> 1161 Crew Male Adult No
#> 1162 Crew Male Adult No
#> 1163 Crew Male Adult No
#> 1164 Crew Male Adult No
#> 1165 Crew Male Adult No
#> 1166 Crew Male Adult No
#> 1167 Crew Male Adult No
#> 1168 Crew Male Adult No
#> 1169 Crew Male Adult No
#> 1170 Crew Male Adult No
#> 1171 Crew Male Adult No
#> 1172 Crew Male Adult No
#> 1173 Crew Male Adult No
#> 1174 Crew Male Adult No
#> 1175 Crew Male Adult No
#> 1176 Crew Male Adult No
#> 1177 Crew Male Adult No
#> 1178 Crew Male Adult No
#> 1179 Crew Male Adult No
#> 1180 Crew Male Adult No
#> 1181 Crew Male Adult No
#> 1182 Crew Male Adult No
#> 1183 Crew Male Adult No
#> 1184 Crew Male Adult No
#> 1185 Crew Male Adult No
#> 1186 Crew Male Adult No
#> 1187 Crew Male Adult No
#> 1188 Crew Male Adult No
#> 1189 Crew Male Adult No
#> 1190 Crew Male Adult No
#> 1191 Crew Male Adult No
#> 1192 Crew Male Adult No
#> 1193 Crew Male Adult No
#> 1194 Crew Male Adult No
#> 1195 Crew Male Adult No
#> 1196 Crew Male Adult No
#> 1197 Crew Male Adult No
#> 1198 Crew Male Adult No
#> 1199 Crew Male Adult No
#> 1200 Crew Male Adult No
#> 1201 Crew Male Adult No
#> 1202 Crew Male Adult No
#> 1203 Crew Male Adult No
#> 1204 Crew Male Adult No
#> 1205 Crew Male Adult No
#> 1206 Crew Male Adult No
#> 1207 Crew Male Adult No
#> 1208 Crew Male Adult No
#> 1209 Crew Male Adult No
#> 1210 Crew Male Adult No
#> 1211 Crew Male Adult No
#> 1212 Crew Male Adult No
#> 1213 Crew Male Adult No
#> 1214 Crew Male Adult No
#> 1215 Crew Male Adult No
#> 1216 Crew Male Adult No
#> 1217 Crew Male Adult No
#> 1218 Crew Male Adult No
#> 1219 Crew Male Adult No
#> 1220 Crew Male Adult No
#> 1221 Crew Male Adult No
#> 1222 Crew Male Adult No
#> 1223 Crew Male Adult No
#> 1224 Crew Male Adult No
#> 1225 Crew Male Adult No
#> 1226 Crew Male Adult No
#> 1227 Crew Male Adult No
#> 1228 Crew Male Adult No
#> 1229 Crew Male Adult No
#> 1230 Crew Male Adult No
#> 1231 Crew Male Adult No
#> 1232 Crew Male Adult No
#> 1233 Crew Male Adult No
#> 1234 Crew Male Adult No
#> 1235 Crew Male Adult No
#> 1236 Crew Male Adult No
#> 1237 Crew Male Adult No
#> 1238 Crew Male Adult No
#> 1239 Crew Male Adult No
#> 1240 Crew Male Adult No
#> 1241 Crew Male Adult No
#> 1242 Crew Male Adult No
#> 1243 Crew Male Adult No
#> 1244 Crew Male Adult No
#> 1245 Crew Male Adult No
#> 1246 Crew Male Adult No
#> 1247 Crew Male Adult No
#> 1248 Crew Male Adult No
#> 1249 Crew Male Adult No
#> 1250 Crew Male Adult No
#> 1251 Crew Male Adult No
#> 1252 Crew Male Adult No
#> 1253 Crew Male Adult No
#> 1254 Crew Male Adult No
#> 1255 Crew Male Adult No
#> 1256 Crew Male Adult No
#> 1257 Crew Male Adult No
#> 1258 Crew Male Adult No
#> 1259 Crew Male Adult No
#> 1260 Crew Male Adult No
#> 1261 Crew Male Adult No
#> 1262 Crew Male Adult No
#> 1263 Crew Male Adult No
#> 1264 Crew Male Adult No
#> 1265 Crew Male Adult No
#> 1266 Crew Male Adult No
#> 1267 Crew Male Adult No
#> 1268 Crew Male Adult No
#> 1269 Crew Male Adult No
#> 1270 Crew Male Adult No
#> 1271 Crew Male Adult No
#> 1272 Crew Male Adult No
#> 1273 Crew Male Adult No
#> 1274 Crew Male Adult No
#> 1275 Crew Male Adult No
#> 1276 Crew Male Adult No
#> 1277 Crew Male Adult No
#> 1278 Crew Male Adult No
#> 1279 Crew Male Adult No
#> 1280 Crew Male Adult No
#> 1281 Crew Male Adult No
#> 1282 Crew Male Adult No
#> 1283 Crew Male Adult No
#> 1284 Crew Male Adult No
#> 1285 Crew Male Adult No
#> 1286 Crew Male Adult No
#> 1287 Crew Male Adult No
#> 1288 Crew Male Adult No
#> 1289 Crew Male Adult No
#> 1290 Crew Male Adult No
#> 1291 Crew Male Adult No
#> 1292 Crew Male Adult No
#> 1293 Crew Male Adult No
#> 1294 Crew Male Adult No
#> 1295 Crew Male Adult No
#> 1296 Crew Male Adult No
#> 1297 Crew Male Adult No
#> 1298 Crew Male Adult No
#> 1299 Crew Male Adult No
#> 1300 Crew Male Adult No
#> 1301 Crew Male Adult No
#> 1302 Crew Male Adult No
#> 1303 Crew Male Adult No
#> 1304 Crew Male Adult No
#> 1305 Crew Male Adult No
#> 1306 Crew Male Adult No
#> 1307 Crew Male Adult No
#> 1308 Crew Male Adult No
#> 1309 Crew Male Adult No
#> 1310 Crew Male Adult No
#> 1311 Crew Male Adult No
#> 1312 Crew Male Adult No
#> 1313 Crew Male Adult No
#> 1314 Crew Male Adult No
#> 1315 Crew Male Adult No
#> 1316 Crew Male Adult No
#> 1317 Crew Male Adult No
#> 1318 Crew Male Adult No
#> 1319 Crew Male Adult No
#> 1320 Crew Male Adult No
#> 1321 Crew Male Adult No
#> 1322 Crew Male Adult No
#> 1323 Crew Male Adult No
#> 1324 Crew Male Adult No
#> 1325 Crew Male Adult No
#> 1326 Crew Male Adult No
#> 1327 Crew Male Adult No
#> 1328 Crew Male Adult No
#> 1329 Crew Male Adult No
#> 1330 Crew Male Adult No
#> 1331 Crew Male Adult No
#> 1332 Crew Male Adult No
#> 1333 Crew Male Adult No
#> 1334 Crew Male Adult No
#> 1335 Crew Male Adult No
#> 1336 Crew Male Adult No
#> 1337 Crew Male Adult No
#> 1338 Crew Male Adult No
#> 1339 Crew Male Adult No
#> 1340 Crew Male Adult No
#> 1341 Crew Male Adult No
#> 1342 Crew Male Adult No
#> 1343 Crew Male Adult No
#> 1344 Crew Male Adult No
#> 1345 Crew Male Adult No
#> 1346 Crew Male Adult No
#> 1347 Crew Male Adult No
#> 1348 Crew Male Adult No
#> 1349 Crew Male Adult No
#> 1350 Crew Male Adult No
#> 1351 Crew Male Adult No
#> 1352 Crew Male Adult No
#> 1353 Crew Male Adult No
#> 1354 Crew Male Adult No
#> 1355 Crew Male Adult No
#> 1356 Crew Male Adult No
#> 1357 Crew Male Adult No
#> 1358 Crew Male Adult No
#> 1359 Crew Male Adult No
#> 1360 Crew Male Adult No
#> 1361 Crew Male Adult No
#> 1362 Crew Male Adult No
#> 1363 Crew Male Adult No
#> 1364 Crew Male Adult No
#> 1365 Crew Male Adult No
#> 1366 Crew Male Adult No
#> 1367 Crew Male Adult No
#> 1368 Crew Male Adult No
#> 1369 Crew Male Adult No
#> 1370 Crew Male Adult No
#> 1371 Crew Male Adult No
#> 1372 Crew Male Adult No
#> 1373 Crew Male Adult No
#> 1374 Crew Male Adult No
#> 1375 Crew Male Adult No
#> 1376 Crew Male Adult No
#> 1377 Crew Male Adult No
#> 1378 Crew Male Adult No
#> 1379 Crew Male Adult No
#> 1380 Crew Male Adult No
#> 1381 Crew Male Adult No
#> 1382 1st Female Adult No
#> 1383 1st Female Adult No
#> 1384 1st Female Adult No
#> 1385 1st Female Adult No
#> 1386 2nd Female Adult No
#> 1387 2nd Female Adult No
#> 1388 2nd Female Adult No
#> 1389 2nd Female Adult No
#> 1390 2nd Female Adult No
#> 1391 2nd Female Adult No
#> 1392 2nd Female Adult No
#> 1393 2nd Female Adult No
#> 1394 2nd Female Adult No
#> 1395 2nd Female Adult No
#> 1396 2nd Female Adult No
#> 1397 2nd Female Adult No
#> 1398 2nd Female Adult No
#> 1399 3rd Female Adult No
#> 1400 3rd Female Adult No
#> 1401 3rd Female Adult No
#> 1402 3rd Female Adult No
#> 1403 3rd Female Adult No
#> 1404 3rd Female Adult No
#> 1405 3rd Female Adult No
#> 1406 3rd Female Adult No
#> 1407 3rd Female Adult No
#> 1408 3rd Female Adult No
#> 1409 3rd Female Adult No
#> 1410 3rd Female Adult No
#> 1411 3rd Female Adult No
#> 1412 3rd Female Adult No
#> 1413 3rd Female Adult No
#> 1414 3rd Female Adult No
#> 1415 3rd Female Adult No
#> 1416 3rd Female Adult No
#> 1417 3rd Female Adult No
#> 1418 3rd Female Adult No
#> 1419 3rd Female Adult No
#> 1420 3rd Female Adult No
#> 1421 3rd Female Adult No
#> 1422 3rd Female Adult No
#> 1423 3rd Female Adult No
#> 1424 3rd Female Adult No
#> 1425 3rd Female Adult No
#> 1426 3rd Female Adult No
#> 1427 3rd Female Adult No
#> 1428 3rd Female Adult No
#> 1429 3rd Female Adult No
#> 1430 3rd Female Adult No
#> 1431 3rd Female Adult No
#> 1432 3rd Female Adult No
#> 1433 3rd Female Adult No
#> 1434 3rd Female Adult No
#> 1435 3rd Female Adult No
#> 1436 3rd Female Adult No
#> 1437 3rd Female Adult No
#> 1438 3rd Female Adult No
#> 1439 3rd Female Adult No
#> 1440 3rd Female Adult No
#> 1441 3rd Female Adult No
#> 1442 3rd Female Adult No
#> 1443 3rd Female Adult No
#> 1444 3rd Female Adult No
#> 1445 3rd Female Adult No
#> 1446 3rd Female Adult No
#> 1447 3rd Female Adult No
#> 1448 3rd Female Adult No
#> 1449 3rd Female Adult No
#> 1450 3rd Female Adult No
#> 1451 3rd Female Adult No
#> 1452 3rd Female Adult No
#> 1453 3rd Female Adult No
#> 1454 3rd Female Adult No
#> 1455 3rd Female Adult No
#> 1456 3rd Female Adult No
#> 1457 3rd Female Adult No
#> 1458 3rd Female Adult No
#> 1459 3rd Female Adult No
#> 1460 3rd Female Adult No
#> 1461 3rd Female Adult No
#> 1462 3rd Female Adult No
#> 1463 3rd Female Adult No
#> 1464 3rd Female Adult No
#> 1465 3rd Female Adult No
#> 1466 3rd Female Adult No
#> 1467 3rd Female Adult No
#> 1468 3rd Female Adult No
#> 1469 3rd Female Adult No
#> 1470 3rd Female Adult No
#> 1471 3rd Female Adult No
#> 1472 3rd Female Adult No
#> 1473 3rd Female Adult No
#> 1474 3rd Female Adult No
#> 1475 3rd Female Adult No
#> 1476 3rd Female Adult No
#> 1477 3rd Female Adult No
#> 1478 3rd Female Adult No
#> 1479 3rd Female Adult No
#> 1480 3rd Female Adult No
#> 1481 3rd Female Adult No
#> 1482 3rd Female Adult No
#> 1483 3rd Female Adult No
#> 1484 3rd Female Adult No
#> 1485 3rd Female Adult No
#> 1486 3rd Female Adult No
#> 1487 3rd Female Adult No
#> 1488 Crew Female Adult No
#> 1489 Crew Female Adult No
#> 1490 Crew Female Adult No
#> 1491 1st Male Child Yes
#> 1492 1st Male Child Yes
#> 1493 1st Male Child Yes
#> 1494 1st Male Child Yes
#> 1495 1st Male Child Yes
#> 1496 2nd Male Child Yes
#> 1497 2nd Male Child Yes
#> 1498 2nd Male Child Yes
#> 1499 2nd Male Child Yes
#> 1500 2nd Male Child Yes
#> 1501 2nd Male Child Yes
#> 1502 2nd Male Child Yes
#> 1503 2nd Male Child Yes
#> 1504 2nd Male Child Yes
#> 1505 2nd Male Child Yes
#> 1506 2nd Male Child Yes
#> 1507 3rd Male Child Yes
#> 1508 3rd Male Child Yes
#> 1509 3rd Male Child Yes
#> 1510 3rd Male Child Yes
#> 1511 3rd Male Child Yes
#> 1512 3rd Male Child Yes
#> 1513 3rd Male Child Yes
#> 1514 3rd Male Child Yes
#> 1515 3rd Male Child Yes
#> 1516 3rd Male Child Yes
#> 1517 3rd Male Child Yes
#> 1518 3rd Male Child Yes
#> 1519 3rd Male Child Yes
#> 1520 1st Female Child Yes
#> 1521 2nd Female Child Yes
#> 1522 2nd Female Child Yes
#> 1523 2nd Female Child Yes
#> 1524 2nd Female Child Yes
#> 1525 2nd Female Child Yes
#> 1526 2nd Female Child Yes
#> 1527 2nd Female Child Yes
#> 1528 2nd Female Child Yes
#> 1529 2nd Female Child Yes
#> 1530 2nd Female Child Yes
#> 1531 2nd Female Child Yes
#> 1532 2nd Female Child Yes
#> 1533 2nd Female Child Yes
#> 1534 3rd Female Child Yes
#> 1535 3rd Female Child Yes
#> 1536 3rd Female Child Yes
#> 1537 3rd Female Child Yes
#> 1538 3rd Female Child Yes
#> 1539 3rd Female Child Yes
#> 1540 3rd Female Child Yes
#> 1541 3rd Female Child Yes
#> 1542 3rd Female Child Yes
#> 1543 3rd Female Child Yes
#> 1544 3rd Female Child Yes
#> 1545 3rd Female Child Yes
#> 1546 3rd Female Child Yes
#> 1547 3rd Female Child Yes
#> 1548 1st Male Adult Yes
#> 1549 1st Male Adult Yes
#> 1550 1st Male Adult Yes
#> 1551 1st Male Adult Yes
#> 1552 1st Male Adult Yes
#> 1553 1st Male Adult Yes
#> 1554 1st Male Adult Yes
#> 1555 1st Male Adult Yes
#> 1556 1st Male Adult Yes
#> 1557 1st Male Adult Yes
#> 1558 1st Male Adult Yes
#> 1559 1st Male Adult Yes
#> 1560 1st Male Adult Yes
#> 1561 1st Male Adult Yes
#> 1562 1st Male Adult Yes
#> 1563 1st Male Adult Yes
#> 1564 1st Male Adult Yes
#> 1565 1st Male Adult Yes
#> 1566 1st Male Adult Yes
#> 1567 1st Male Adult Yes
#> 1568 1st Male Adult Yes
#> 1569 1st Male Adult Yes
#> 1570 1st Male Adult Yes
#> 1571 1st Male Adult Yes
#> 1572 1st Male Adult Yes
#> 1573 1st Male Adult Yes
#> 1574 1st Male Adult Yes
#> 1575 1st Male Adult Yes
#> 1576 1st Male Adult Yes
#> 1577 1st Male Adult Yes
#> 1578 1st Male Adult Yes
#> 1579 1st Male Adult Yes
#> 1580 1st Male Adult Yes
#> 1581 1st Male Adult Yes
#> 1582 1st Male Adult Yes
#> 1583 1st Male Adult Yes
#> 1584 1st Male Adult Yes
#> 1585 1st Male Adult Yes
#> 1586 1st Male Adult Yes
#> 1587 1st Male Adult Yes
#> 1588 1st Male Adult Yes
#> 1589 1st Male Adult Yes
#> 1590 1st Male Adult Yes
#> 1591 1st Male Adult Yes
#> 1592 1st Male Adult Yes
#> 1593 1st Male Adult Yes
#> 1594 1st Male Adult Yes
#> 1595 1st Male Adult Yes
#> 1596 1st Male Adult Yes
#> 1597 1st Male Adult Yes
#> 1598 1st Male Adult Yes
#> 1599 1st Male Adult Yes
#> 1600 1st Male Adult Yes
#> 1601 1st Male Adult Yes
#> 1602 1st Male Adult Yes
#> 1603 1st Male Adult Yes
#> 1604 1st Male Adult Yes
#> 1605 2nd Male Adult Yes
#> 1606 2nd Male Adult Yes
#> 1607 2nd Male Adult Yes
#> 1608 2nd Male Adult Yes
#> 1609 2nd Male Adult Yes
#> 1610 2nd Male Adult Yes
#> 1611 2nd Male Adult Yes
#> 1612 2nd Male Adult Yes
#> 1613 2nd Male Adult Yes
#> 1614 2nd Male Adult Yes
#> 1615 2nd Male Adult Yes
#> 1616 2nd Male Adult Yes
#> 1617 2nd Male Adult Yes
#> 1618 2nd Male Adult Yes
#> 1619 3rd Male Adult Yes
#> 1620 3rd Male Adult Yes
#> 1621 3rd Male Adult Yes
#> 1622 3rd Male Adult Yes
#> 1623 3rd Male Adult Yes
#> 1624 3rd Male Adult Yes
#> 1625 3rd Male Adult Yes
#> 1626 3rd Male Adult Yes
#> 1627 3rd Male Adult Yes
#> 1628 3rd Male Adult Yes
#> 1629 3rd Male Adult Yes
#> 1630 3rd Male Adult Yes
#> 1631 3rd Male Adult Yes
#> 1632 3rd Male Adult Yes
#> 1633 3rd Male Adult Yes
#> 1634 3rd Male Adult Yes
#> 1635 3rd Male Adult Yes
#> 1636 3rd Male Adult Yes
#> 1637 3rd Male Adult Yes
#> 1638 3rd Male Adult Yes
#> 1639 3rd Male Adult Yes
#> 1640 3rd Male Adult Yes
#> 1641 3rd Male Adult Yes
#> 1642 3rd Male Adult Yes
#> 1643 3rd Male Adult Yes
#> 1644 3rd Male Adult Yes
#> 1645 3rd Male Adult Yes
#> 1646 3rd Male Adult Yes
#> 1647 3rd Male Adult Yes
#> 1648 3rd Male Adult Yes
#> 1649 3rd Male Adult Yes
#> 1650 3rd Male Adult Yes
#> 1651 3rd Male Adult Yes
#> 1652 3rd Male Adult Yes
#> 1653 3rd Male Adult Yes
#> 1654 3rd Male Adult Yes
#> 1655 3rd Male Adult Yes
#> 1656 3rd Male Adult Yes
#> 1657 3rd Male Adult Yes
#> 1658 3rd Male Adult Yes
#> 1659 3rd Male Adult Yes
#> 1660 3rd Male Adult Yes
#> 1661 3rd Male Adult Yes
#> 1662 3rd Male Adult Yes
#> 1663 3rd Male Adult Yes
#> 1664 3rd Male Adult Yes
#> 1665 3rd Male Adult Yes
#> 1666 3rd Male Adult Yes
#> 1667 3rd Male Adult Yes
#> 1668 3rd Male Adult Yes
#> 1669 3rd Male Adult Yes
#> 1670 3rd Male Adult Yes
#> 1671 3rd Male Adult Yes
#> 1672 3rd Male Adult Yes
#> 1673 3rd Male Adult Yes
#> 1674 3rd Male Adult Yes
#> 1675 3rd Male Adult Yes
#> 1676 3rd Male Adult Yes
#> 1677 3rd Male Adult Yes
#> 1678 3rd Male Adult Yes
#> 1679 3rd Male Adult Yes
#> 1680 3rd Male Adult Yes
#> 1681 3rd Male Adult Yes
#> 1682 3rd Male Adult Yes
#> 1683 3rd Male Adult Yes
#> 1684 3rd Male Adult Yes
#> 1685 3rd Male Adult Yes
#> 1686 3rd Male Adult Yes
#> 1687 3rd Male Adult Yes
#> 1688 3rd Male Adult Yes
#> 1689 3rd Male Adult Yes
#> 1690 3rd Male Adult Yes
#> 1691 3rd Male Adult Yes
#> 1692 3rd Male Adult Yes
#> 1693 3rd Male Adult Yes
#> 1694 Crew Male Adult Yes
#> 1695 Crew Male Adult Yes
#> 1696 Crew Male Adult Yes
#> 1697 Crew Male Adult Yes
#> 1698 Crew Male Adult Yes
#> 1699 Crew Male Adult Yes
#> 1700 Crew Male Adult Yes
#> 1701 Crew Male Adult Yes
#> 1702 Crew Male Adult Yes
#> 1703 Crew Male Adult Yes
#> 1704 Crew Male Adult Yes
#> 1705 Crew Male Adult Yes
#> 1706 Crew Male Adult Yes
#> 1707 Crew Male Adult Yes
#> 1708 Crew Male Adult Yes
#> 1709 Crew Male Adult Yes
#> 1710 Crew Male Adult Yes
#> 1711 Crew Male Adult Yes
#> 1712 Crew Male Adult Yes
#> 1713 Crew Male Adult Yes
#> 1714 Crew Male Adult Yes
#> 1715 Crew Male Adult Yes
#> 1716 Crew Male Adult Yes
#> 1717 Crew Male Adult Yes
#> 1718 Crew Male Adult Yes
#> 1719 Crew Male Adult Yes
#> 1720 Crew Male Adult Yes
#> 1721 Crew Male Adult Yes
#> 1722 Crew Male Adult Yes
#> 1723 Crew Male Adult Yes
#> 1724 Crew Male Adult Yes
#> 1725 Crew Male Adult Yes
#> 1726 Crew Male Adult Yes
#> 1727 Crew Male Adult Yes
#> 1728 Crew Male Adult Yes
#> 1729 Crew Male Adult Yes
#> 1730 Crew Male Adult Yes
#> 1731 Crew Male Adult Yes
#> 1732 Crew Male Adult Yes
#> 1733 Crew Male Adult Yes
#> 1734 Crew Male Adult Yes
#> 1735 Crew Male Adult Yes
#> 1736 Crew Male Adult Yes
#> 1737 Crew Male Adult Yes
#> 1738 Crew Male Adult Yes
#> 1739 Crew Male Adult Yes
#> 1740 Crew Male Adult Yes
#> 1741 Crew Male Adult Yes
#> 1742 Crew Male Adult Yes
#> 1743 Crew Male Adult Yes
#> 1744 Crew Male Adult Yes
#> 1745 Crew Male Adult Yes
#> 1746 Crew Male Adult Yes
#> 1747 Crew Male Adult Yes
#> 1748 Crew Male Adult Yes
#> 1749 Crew Male Adult Yes
#> 1750 Crew Male Adult Yes
#> 1751 Crew Male Adult Yes
#> 1752 Crew Male Adult Yes
#> 1753 Crew Male Adult Yes
#> 1754 Crew Male Adult Yes
#> 1755 Crew Male Adult Yes
#> 1756 Crew Male Adult Yes
#> 1757 Crew Male Adult Yes
#> 1758 Crew Male Adult Yes
#> 1759 Crew Male Adult Yes
#> 1760 Crew Male Adult Yes
#> 1761 Crew Male Adult Yes
#> 1762 Crew Male Adult Yes
#> 1763 Crew Male Adult Yes
#> 1764 Crew Male Adult Yes
#> 1765 Crew Male Adult Yes
#> 1766 Crew Male Adult Yes
#> 1767 Crew Male Adult Yes
#> 1768 Crew Male Adult Yes
#> 1769 Crew Male Adult Yes
#> 1770 Crew Male Adult Yes
#> 1771 Crew Male Adult Yes
#> 1772 Crew Male Adult Yes
#> 1773 Crew Male Adult Yes
#> 1774 Crew Male Adult Yes
#> 1775 Crew Male Adult Yes
#> 1776 Crew Male Adult Yes
#> 1777 Crew Male Adult Yes
#> 1778 Crew Male Adult Yes
#> 1779 Crew Male Adult Yes
#> 1780 Crew Male Adult Yes
#> 1781 Crew Male Adult Yes
#> 1782 Crew Male Adult Yes
#> 1783 Crew Male Adult Yes
#> 1784 Crew Male Adult Yes
#> 1785 Crew Male Adult Yes
#> 1786 Crew Male Adult Yes
#> 1787 Crew Male Adult Yes
#> 1788 Crew Male Adult Yes
#> 1789 Crew Male Adult Yes
#> 1790 Crew Male Adult Yes
#> 1791 Crew Male Adult Yes
#> 1792 Crew Male Adult Yes
#> 1793 Crew Male Adult Yes
#> 1794 Crew Male Adult Yes
#> 1795 Crew Male Adult Yes
#> 1796 Crew Male Adult Yes
#> 1797 Crew Male Adult Yes
#> 1798 Crew Male Adult Yes
#> 1799 Crew Male Adult Yes
#> 1800 Crew Male Adult Yes
#> 1801 Crew Male Adult Yes
#> 1802 Crew Male Adult Yes
#> 1803 Crew Male Adult Yes
#> 1804 Crew Male Adult Yes
#> 1805 Crew Male Adult Yes
#> 1806 Crew Male Adult Yes
#> 1807 Crew Male Adult Yes
#> 1808 Crew Male Adult Yes
#> 1809 Crew Male Adult Yes
#> 1810 Crew Male Adult Yes
#> 1811 Crew Male Adult Yes
#> 1812 Crew Male Adult Yes
#> 1813 Crew Male Adult Yes
#> 1814 Crew Male Adult Yes
#> 1815 Crew Male Adult Yes
#> 1816 Crew Male Adult Yes
#> 1817 Crew Male Adult Yes
#> 1818 Crew Male Adult Yes
#> 1819 Crew Male Adult Yes
#> 1820 Crew Male Adult Yes
#> 1821 Crew Male Adult Yes
#> 1822 Crew Male Adult Yes
#> 1823 Crew Male Adult Yes
#> 1824 Crew Male Adult Yes
#> 1825 Crew Male Adult Yes
#> 1826 Crew Male Adult Yes
#> 1827 Crew Male Adult Yes
#> 1828 Crew Male Adult Yes
#> 1829 Crew Male Adult Yes
#> 1830 Crew Male Adult Yes
#> 1831 Crew Male Adult Yes
#> 1832 Crew Male Adult Yes
#> 1833 Crew Male Adult Yes
#> 1834 Crew Male Adult Yes
#> 1835 Crew Male Adult Yes
#> 1836 Crew Male Adult Yes
#> 1837 Crew Male Adult Yes
#> 1838 Crew Male Adult Yes
#> 1839 Crew Male Adult Yes
#> 1840 Crew Male Adult Yes
#> 1841 Crew Male Adult Yes
#> 1842 Crew Male Adult Yes
#> 1843 Crew Male Adult Yes
#> 1844 Crew Male Adult Yes
#> 1845 Crew Male Adult Yes
#> 1846 Crew Male Adult Yes
#> 1847 Crew Male Adult Yes
#> 1848 Crew Male Adult Yes
#> 1849 Crew Male Adult Yes
#> 1850 Crew Male Adult Yes
#> 1851 Crew Male Adult Yes
#> 1852 Crew Male Adult Yes
#> 1853 Crew Male Adult Yes
#> 1854 Crew Male Adult Yes
#> 1855 Crew Male Adult Yes
#> 1856 Crew Male Adult Yes
#> 1857 Crew Male Adult Yes
#> 1858 Crew Male Adult Yes
#> 1859 Crew Male Adult Yes
#> 1860 Crew Male Adult Yes
#> 1861 Crew Male Adult Yes
#> 1862 Crew Male Adult Yes
#> 1863 Crew Male Adult Yes
#> 1864 Crew Male Adult Yes
#> 1865 Crew Male Adult Yes
#> 1866 Crew Male Adult Yes
#> 1867 Crew Male Adult Yes
#> 1868 Crew Male Adult Yes
#> 1869 Crew Male Adult Yes
#> 1870 Crew Male Adult Yes
#> 1871 Crew Male Adult Yes
#> 1872 Crew Male Adult Yes
#> 1873 Crew Male Adult Yes
#> 1874 Crew Male Adult Yes
#> 1875 Crew Male Adult Yes
#> 1876 Crew Male Adult Yes
#> 1877 Crew Male Adult Yes
#> 1878 Crew Male Adult Yes
#> 1879 Crew Male Adult Yes
#> 1880 Crew Male Adult Yes
#> 1881 Crew Male Adult Yes
#> 1882 Crew Male Adult Yes
#> 1883 Crew Male Adult Yes
#> 1884 Crew Male Adult Yes
#> 1885 Crew Male Adult Yes
#> 1886 1st Female Adult Yes
#> 1887 1st Female Adult Yes
#> 1888 1st Female Adult Yes
#> 1889 1st Female Adult Yes
#> 1890 1st Female Adult Yes
#> 1891 1st Female Adult Yes
#> 1892 1st Female Adult Yes
#> 1893 1st Female Adult Yes
#> 1894 1st Female Adult Yes
#> 1895 1st Female Adult Yes
#> 1896 1st Female Adult Yes
#> 1897 1st Female Adult Yes
#> 1898 1st Female Adult Yes
#> 1899 1st Female Adult Yes
#> 1900 1st Female Adult Yes
#> 1901 1st Female Adult Yes
#> 1902 1st Female Adult Yes
#> 1903 1st Female Adult Yes
#> 1904 1st Female Adult Yes
#> 1905 1st Female Adult Yes
#> 1906 1st Female Adult Yes
#> 1907 1st Female Adult Yes
#> 1908 1st Female Adult Yes
#> 1909 1st Female Adult Yes
#> 1910 1st Female Adult Yes
#> 1911 1st Female Adult Yes
#> 1912 1st Female Adult Yes
#> 1913 1st Female Adult Yes
#> 1914 1st Female Adult Yes
#> 1915 1st Female Adult Yes
#> 1916 1st Female Adult Yes
#> 1917 1st Female Adult Yes
#> 1918 1st Female Adult Yes
#> 1919 1st Female Adult Yes
#> 1920 1st Female Adult Yes
#> 1921 1st Female Adult Yes
#> 1922 1st Female Adult Yes
#> 1923 1st Female Adult Yes
#> 1924 1st Female Adult Yes
#> 1925 1st Female Adult Yes
#> 1926 1st Female Adult Yes
#> 1927 1st Female Adult Yes
#> 1928 1st Female Adult Yes
#> 1929 1st Female Adult Yes
#> 1930 1st Female Adult Yes
#> 1931 1st Female Adult Yes
#> 1932 1st Female Adult Yes
#> 1933 1st Female Adult Yes
#> 1934 1st Female Adult Yes
#> 1935 1st Female Adult Yes
#> 1936 1st Female Adult Yes
#> 1937 1st Female Adult Yes
#> 1938 1st Female Adult Yes
#> 1939 1st Female Adult Yes
#> 1940 1st Female Adult Yes
#> 1941 1st Female Adult Yes
#> 1942 1st Female Adult Yes
#> 1943 1st Female Adult Yes
#> 1944 1st Female Adult Yes
#> 1945 1st Female Adult Yes
#> 1946 1st Female Adult Yes
#> 1947 1st Female Adult Yes
#> 1948 1st Female Adult Yes
#> 1949 1st Female Adult Yes
#> 1950 1st Female Adult Yes
#> 1951 1st Female Adult Yes
#> 1952 1st Female Adult Yes
#> 1953 1st Female Adult Yes
#> 1954 1st Female Adult Yes
#> 1955 1st Female Adult Yes
#> 1956 1st Female Adult Yes
#> 1957 1st Female Adult Yes
#> 1958 1st Female Adult Yes
#> 1959 1st Female Adult Yes
#> 1960 1st Female Adult Yes
#> 1961 1st Female Adult Yes
#> 1962 1st Female Adult Yes
#> 1963 1st Female Adult Yes
#> 1964 1st Female Adult Yes
#> 1965 1st Female Adult Yes
#> 1966 1st Female Adult Yes
#> 1967 1st Female Adult Yes
#> 1968 1st Female Adult Yes
#> 1969 1st Female Adult Yes
#> 1970 1st Female Adult Yes
#> 1971 1st Female Adult Yes
#> 1972 1st Female Adult Yes
#> 1973 1st Female Adult Yes
#> 1974 1st Female Adult Yes
#> 1975 1st Female Adult Yes
#> 1976 1st Female Adult Yes
#> 1977 1st Female Adult Yes
#> 1978 1st Female Adult Yes
#> 1979 1st Female Adult Yes
#> 1980 1st Female Adult Yes
#> 1981 1st Female Adult Yes
#> 1982 1st Female Adult Yes
#> 1983 1st Female Adult Yes
#> 1984 1st Female Adult Yes
#> 1985 1st Female Adult Yes
#> 1986 1st Female Adult Yes
#> 1987 1st Female Adult Yes
#> 1988 1st Female Adult Yes
#> 1989 1st Female Adult Yes
#> 1990 1st Female Adult Yes
#> 1991 1st Female Adult Yes
#> 1992 1st Female Adult Yes
#> 1993 1st Female Adult Yes
#> 1994 1st Female Adult Yes
#> 1995 1st Female Adult Yes
#> 1996 1st Female Adult Yes
#> 1997 1st Female Adult Yes
#> 1998 1st Female Adult Yes
#> 1999 1st Female Adult Yes
#> 2000 1st Female Adult Yes
#> 2001 1st Female Adult Yes
#> 2002 1st Female Adult Yes
#> 2003 1st Female Adult Yes
#> 2004 1st Female Adult Yes
#> 2005 1st Female Adult Yes
#> 2006 1st Female Adult Yes
#> 2007 1st Female Adult Yes
#> 2008 1st Female Adult Yes
#> 2009 1st Female Adult Yes
#> 2010 1st Female Adult Yes
#> 2011 1st Female Adult Yes
#> 2012 1st Female Adult Yes
#> 2013 1st Female Adult Yes
#> 2014 1st Female Adult Yes
#> 2015 1st Female Adult Yes
#> 2016 1st Female Adult Yes
#> 2017 1st Female Adult Yes
#> 2018 1st Female Adult Yes
#> 2019 1st Female Adult Yes
#> 2020 1st Female Adult Yes
#> 2021 1st Female Adult Yes
#> 2022 1st Female Adult Yes
#> 2023 1st Female Adult Yes
#> 2024 1st Female Adult Yes
#> 2025 1st Female Adult Yes
#> 2026 2nd Female Adult Yes
#> 2027 2nd Female Adult Yes
#> 2028 2nd Female Adult Yes
#> 2029 2nd Female Adult Yes
#> 2030 2nd Female Adult Yes
#> 2031 2nd Female Adult Yes
#> 2032 2nd Female Adult Yes
#> 2033 2nd Female Adult Yes
#> 2034 2nd Female Adult Yes
#> 2035 2nd Female Adult Yes
#> 2036 2nd Female Adult Yes
#> 2037 2nd Female Adult Yes
#> 2038 2nd Female Adult Yes
#> 2039 2nd Female Adult Yes
#> 2040 2nd Female Adult Yes
#> 2041 2nd Female Adult Yes
#> 2042 2nd Female Adult Yes
#> 2043 2nd Female Adult Yes
#> 2044 2nd Female Adult Yes
#> 2045 2nd Female Adult Yes
#> 2046 2nd Female Adult Yes
#> 2047 2nd Female Adult Yes
#> 2048 2nd Female Adult Yes
#> 2049 2nd Female Adult Yes
#> 2050 2nd Female Adult Yes
#> 2051 2nd Female Adult Yes
#> 2052 2nd Female Adult Yes
#> 2053 2nd Female Adult Yes
#> 2054 2nd Female Adult Yes
#> 2055 2nd Female Adult Yes
#> 2056 2nd Female Adult Yes
#> 2057 2nd Female Adult Yes
#> 2058 2nd Female Adult Yes
#> 2059 2nd Female Adult Yes
#> 2060 2nd Female Adult Yes
#> 2061 2nd Female Adult Yes
#> 2062 2nd Female Adult Yes
#> 2063 2nd Female Adult Yes
#> 2064 2nd Female Adult Yes
#> 2065 2nd Female Adult Yes
#> 2066 2nd Female Adult Yes
#> 2067 2nd Female Adult Yes
#> 2068 2nd Female Adult Yes
#> 2069 2nd Female Adult Yes
#> 2070 2nd Female Adult Yes
#> 2071 2nd Female Adult Yes
#> 2072 2nd Female Adult Yes
#> 2073 2nd Female Adult Yes
#> 2074 2nd Female Adult Yes
#> 2075 2nd Female Adult Yes
#> 2076 2nd Female Adult Yes
#> 2077 2nd Female Adult Yes
#> 2078 2nd Female Adult Yes
#> 2079 2nd Female Adult Yes
#> 2080 2nd Female Adult Yes
#> 2081 2nd Female Adult Yes
#> 2082 2nd Female Adult Yes
#> 2083 2nd Female Adult Yes
#> 2084 2nd Female Adult Yes
#> 2085 2nd Female Adult Yes
#> 2086 2nd Female Adult Yes
#> 2087 2nd Female Adult Yes
#> 2088 2nd Female Adult Yes
#> 2089 2nd Female Adult Yes
#> 2090 2nd Female Adult Yes
#> 2091 2nd Female Adult Yes
#> 2092 2nd Female Adult Yes
#> 2093 2nd Female Adult Yes
#> 2094 2nd Female Adult Yes
#> 2095 2nd Female Adult Yes
#> 2096 2nd Female Adult Yes
#> 2097 2nd Female Adult Yes
#> 2098 2nd Female Adult Yes
#> 2099 2nd Female Adult Yes
#> 2100 2nd Female Adult Yes
#> 2101 2nd Female Adult Yes
#> 2102 2nd Female Adult Yes
#> 2103 2nd Female Adult Yes
#> 2104 2nd Female Adult Yes
#> 2105 2nd Female Adult Yes
#> 2106 3rd Female Adult Yes
#> 2107 3rd Female Adult Yes
#> 2108 3rd Female Adult Yes
#> 2109 3rd Female Adult Yes
#> 2110 3rd Female Adult Yes
#> 2111 3rd Female Adult Yes
#> 2112 3rd Female Adult Yes
#> 2113 3rd Female Adult Yes
#> 2114 3rd Female Adult Yes
#> 2115 3rd Female Adult Yes
#> 2116 3rd Female Adult Yes
#> 2117 3rd Female Adult Yes
#> 2118 3rd Female Adult Yes
#> 2119 3rd Female Adult Yes
#> 2120 3rd Female Adult Yes
#> 2121 3rd Female Adult Yes
#> 2122 3rd Female Adult Yes
#> 2123 3rd Female Adult Yes
#> 2124 3rd Female Adult Yes
#> 2125 3rd Female Adult Yes
#> 2126 3rd Female Adult Yes
#> 2127 3rd Female Adult Yes
#> 2128 3rd Female Adult Yes
#> 2129 3rd Female Adult Yes
#> 2130 3rd Female Adult Yes
#> 2131 3rd Female Adult Yes
#> 2132 3rd Female Adult Yes
#> 2133 3rd Female Adult Yes
#> 2134 3rd Female Adult Yes
#> 2135 3rd Female Adult Yes
#> 2136 3rd Female Adult Yes
#> 2137 3rd Female Adult Yes
#> 2138 3rd Female Adult Yes
#> 2139 3rd Female Adult Yes
#> 2140 3rd Female Adult Yes
#> 2141 3rd Female Adult Yes
#> 2142 3rd Female Adult Yes
#> 2143 3rd Female Adult Yes
#> 2144 3rd Female Adult Yes
#> 2145 3rd Female Adult Yes
#> 2146 3rd Female Adult Yes
#> 2147 3rd Female Adult Yes
#> 2148 3rd Female Adult Yes
#> 2149 3rd Female Adult Yes
#> 2150 3rd Female Adult Yes
#> 2151 3rd Female Adult Yes
#> 2152 3rd Female Adult Yes
#> 2153 3rd Female Adult Yes
#> 2154 3rd Female Adult Yes
#> 2155 3rd Female Adult Yes
#> 2156 3rd Female Adult Yes
#> 2157 3rd Female Adult Yes
#> 2158 3rd Female Adult Yes
#> 2159 3rd Female Adult Yes
#> 2160 3rd Female Adult Yes
#> 2161 3rd Female Adult Yes
#> 2162 3rd Female Adult Yes
#> 2163 3rd Female Adult Yes
#> 2164 3rd Female Adult Yes
#> 2165 3rd Female Adult Yes
#> 2166 3rd Female Adult Yes
#> 2167 3rd Female Adult Yes
#> 2168 3rd Female Adult Yes
#> 2169 3rd Female Adult Yes
#> 2170 3rd Female Adult Yes
#> 2171 3rd Female Adult Yes
#> 2172 3rd Female Adult Yes
#> 2173 3rd Female Adult Yes
#> 2174 3rd Female Adult Yes
#> 2175 3rd Female Adult Yes
#> 2176 3rd Female Adult Yes
#> 2177 3rd Female Adult Yes
#> 2178 3rd Female Adult Yes
#> 2179 3rd Female Adult Yes
#> 2180 3rd Female Adult Yes
#> 2181 3rd Female Adult Yes
#> 2182 Crew Female Adult Yes
#> 2183 Crew Female Adult Yes
#> 2184 Crew Female Adult Yes
#> 2185 Crew Female Adult Yes
#> 2186 Crew Female Adult Yes
#> 2187 Crew Female Adult Yes
#> 2188 Crew Female Adult Yes
#> 2189 Crew Female Adult Yes
#> 2190 Crew Female Adult Yes
#> 2191 Crew Female Adult Yes
#> 2192 Crew Female Adult Yes
#> 2193 Crew Female Adult Yes
#> 2194 Crew Female Adult Yes
#> 2195 Crew Female Adult Yes
#> 2196 Crew Female Adult Yes
#> 2197 Crew Female Adult Yes
#> 2198 Crew Female Adult Yes
#> 2199 Crew Female Adult Yes
#> 2200 Crew Female Adult Yes
#> 2201 Crew Female Adult Yes
#>
#> $method
#> [1] "cramers_v"
#>
#> $alpha
#> [1] NA
#>
#> $membership
#> Class=1st Class=2nd Class=3rd Class=Crew Sex=Female Sex=Male
#> 1 1 2 3 1 3
#> Age=Adult Age=Child Survived=No Survived=Yes
#> 3 2 3 1
#>
#> attr(,"class")
#> [1] "catmodgraph"
summary(mg)
#> Length Class Mode
#> graph 10 igraph list
#> modalities 3 data.frame list
#> indicator_matrix 22010 -none- numeric
#> data 4 data.frame list
#> method 1 -none- character
#> alpha 1 -none- numeric
#> membership 10 -none- numericVisualise the modality graph
The graph can be coloured either by original variable or by detected modality community.
plot(mg)
plot(mg, color_by = "cluster")
Summarise modality communities
comm <- summarise_modality_communities(mg)
comm
#> catmodcommunity object
#> Modality communities: 3
#> Community sizes : 4, 2, 4
summary(comm)
#> community n_modalities n_variables variables
#> 1 1 4 3 Class, Sex, Survived
#> 2 2 2 2 Age, Class
#> 3 3 4 4 Age, Class, Sex, Survived
#> mean_internal_weight
#> 1 0.2773376
#> 2 0.1975690
#> 3 0.2551029
comm$variable_composition
#> variable
#> community Age Class Sex Survived
#> 1 0 2 1 1
#> 2 1 1 0 0
#> 3 1 1 1 1Interpretation note
The modality-network layer is a category co-association map in the tradition of Multiple Correspondence Analysis (MCA) and two-mode affiliation networks. Interpretation should focus on:
- which modalities co-associate across variables,
- which variables span multiple communities (potential bridges),
- community composition in terms of variable membership.
It is not a respondent-segmentation method. For
latent-class respondent models, see the poLCA package; for
MCA plus hierarchical clustering of respondents, see
FactoMineR::MCA() and FactoMineR::HCPC().
Complete workflows
Variable-level workflow
cg <- catgraph(survey_health, corrected = TRUE)
plot_heatmap(cg, show_sig = TRUE)
cg <- catgraph_ci(cg, R = 1000, seed = 42)
plot_heatmap(cg, show_values = TRUE, show_ci = TRUE)
cg_p <- prune_edges(cg, min_weight = 0.1, max_p = 0.05, p_adjust = "BH")
plot(cg_p, layout = "kk")
cg_p <- detect_clusters(cg_p, method = "louvain")Modality-level workflow
df <- expand_table(Titanic)
mg <- build_modality_graph(df)
mg <- prune_modality_edges(mg, min_weight = 0.10)
mg <- cluster_modalities(mg, method = "louvain")
plot(mg, color_by = "cluster")
comm <- summarise_modality_communities(mg)
summary(comm)References
- Benjamini, Y., & Hochberg, Y. (1995). Journal of the Royal Statistical Society: Series B, 57(1), 289-300.
- Bergsma, W. (2013). Journal of the Korean Statistical Society, 42(3), 323-328.
- Cramer, H. (1946). Mathematical Methods of Statistics. Princeton University Press.
- Efron, B., & Tibshirani, R. J. (1993). An Introduction to the Bootstrap. Chapman & Hall.
- Holm, S. (1979). Scandinavian Journal of Statistics, 6(2), 65-70.