diff --git a/data/cleaned/fertilizer_trial_WUR_cleaned.xlsx b/data/cleaned/fertilizer_trial_WUR_cleaned.xlsx new file mode 100644 index 0000000000000000000000000000000000000000..4997a7fb662e025f60f8df5549934655ba0d2d1a Binary files /dev/null and b/data/cleaned/fertilizer_trial_WUR_cleaned.xlsx differ diff --git a/results/figures/2.emms_plot.png b/results/figures/2.emms_plot.png deleted file mode 100644 index a32a31a96faabb38430511793e461481daed81b9..0000000000000000000000000000000000000000 Binary files a/results/figures/2.emms_plot.png and /dev/null differ diff --git a/results/figures/2.summary_plot.png b/results/figures/2.summary_plot.png deleted file mode 100644 index ba4cd06b1278b0751a57573bbf53cb2a1fdb02a4..0000000000000000000000000000000000000000 Binary files a/results/figures/2.summary_plot.png and /dev/null differ diff --git a/results/figures/emms_plot.png b/results/figures/emms_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..61201addc5f995cc8df910dbb53887a9696f877e Binary files /dev/null and b/results/figures/emms_plot.png differ diff --git a/results/figures/summary_plot.png b/results/figures/summary_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..fc2da1dbfad82e979cac31d63dd497af2efb284f Binary files /dev/null and b/results/figures/summary_plot.png differ diff --git a/results/raw/2.various_stats.txt b/results/raw/2.various_stats.txt deleted file mode 100644 index 99f7b5ee9519033381f54c83c11e2e810f784abf..0000000000000000000000000000000000000000 --- a/results/raw/2.various_stats.txt +++ /dev/null @@ -1,23 +0,0 @@ -[1] "anova table:" -Analysis of Variance Table - -Response: yield - Df Sum Sq Mean Sq F value Pr(>F) -farm 2 0.279 0.139 0.2634 0.7691 -fertilizer 2 259.292 129.646 245.1385 <2e-16 *** -Residuals 81 42.838 0.529 ---- -Signif. codes: 0 �***� 0.001 �**� 0.01 �*� 0.05 �.� 0.1 � � 1 -[1] "em means table:" - farm fertilizer emmean SE df lower.CL upper.CL - de Jong Efficientie 12.93 0.173 81 12.59 13.28 - de Kerk Efficientie 13.05 0.173 81 12.70 13.39 - van de Boer Efficientie 13.15 0.178 81 12.80 13.50 - de Jong Miracle 10.51 0.173 81 10.16 10.85 - de Kerk Miracle 10.62 0.177 81 10.27 10.97 - van de Boer Miracle 10.72 0.174 81 10.38 11.07 - de Jong SuperDash 8.69 0.178 81 8.33 9.04 - de Kerk SuperDash 8.80 0.174 81 8.45 9.15 - van de Boer SuperDash 8.90 0.178 81 8.55 9.26 - -Confidence level used: 0.95 diff --git a/results/raw/fertilzer_trial_stats.txt b/results/raw/fertilzer_trial_stats.txt index 99f7b5ee9519033381f54c83c11e2e810f784abf..822d912b00876f0cd2eaedce3bb52a97ff8b1397 100644 --- a/results/raw/fertilzer_trial_stats.txt +++ b/results/raw/fertilzer_trial_stats.txt @@ -7,7 +7,7 @@ farm 2 0.279 0.139 0.2634 0.7691 fertilizer 2 259.292 129.646 245.1385 <2e-16 *** Residuals 81 42.838 0.529 --- -Signif. codes: 0 �***� 0.001 �**� 0.01 �*� 0.05 �.� 0.1 � � 1 +Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 [1] "em means table:" farm fertilizer emmean SE df lower.CL upper.CL de Jong Efficientie 12.93 0.173 81 12.59 13.28 diff --git a/scripts/2_data_cleaning.R b/scripts/2_data_cleaning.R index 3b819529284d1402461ac268ccb1b07e4d54c73a..149ca9dca59af32e14fd5e41f494537d82a329ed 100644 --- a/scripts/2_data_cleaning.R +++ b/scripts/2_data_cleaning.R @@ -58,7 +58,7 @@ lapply(sheet_names, function(x) addWorksheet(wb, sheetName = x)) mapply(function(name, data) writeData(wb, name, data), sheet_names, sheet_data) saveWorkbook(wb = wb, - file = "./data/processed/fertilizer_trial_WUR_cleaned.xlsx", + file = "./data/cleaned/fertilizer_trial_WUR_cleaned.xlsx", overwrite = TRUE) diff --git a/scripts/3_analysis.R b/scripts/3_analysis.R index b16fd95787711ab6a4711047cb386c7c78110a82..5ad072ee8ae4f24769c5838ac8af5c24e6262b1e 100644 --- a/scripts/3_analysis.R +++ b/scripts/3_analysis.R @@ -8,7 +8,7 @@ library(emmeans) ##### Load data ------------------------------------------------------------------------------------ -d <- read.xlsx("./data/processed/fertilizer_trial_WUR_cleaned.xlsx", +d <- read.xlsx("./data/cleaned/fertilizer_trial_WUR_cleaned.xlsx", sheet = "data") ##### Analysis ------------------------------------------------------------------------------------- @@ -26,7 +26,7 @@ summary_plot <- ggplot(d) + # initialize graph summary_plot # Save the summary plot -ggsave(filename = "./results/figures/2.summary_plot.png", +ggsave(filename = "./results/figures/summary_plot.png", plot = summary_plot) @@ -71,5 +71,5 @@ emms_plot <- ggplot(d) + emms_plot # Save the fancy plot -ggsave(filename = "./results/figures/2.emms_plot.png", +ggsave(filename = "./results/figures/emms_plot.png", plot = emms_plot)