post: htwg apc, bpc, deal 2020 - 2023

Rmd/2024-11-06-htwg.Rmd

@@ -0,0 +1,110 @@
+---
+layout:     post
+author:     Christoph Broschinski
+author_lnk: https://github.com/cbroschinski
+title:      HTWG Konstanz updates APC, BPC and DEAL data
+date:       2024-11-06 12:00:00
+summary:    
+categories: [general, openAPC]
+comments: true
+---
+
+
+```{r, echo = FALSE}
+knitr::opts_knit$set(base.url = "/")
+knitr::opts_chunk$set(
+  comment = "#>",
+  collapse = TRUE,
+  warning = FALSE, 
+  message = FALSE,
+  echo = FALSE,
+  fig.width = 9,
+  fig.height = 6
+)
+options(scipen = 1, digits = 2)
+knitr::knit_hooks$set(inline = function(x) {
+  prettyNum(x, big.mark=",")
+})
+```
+
+The [HTWG Konstanz - University of Applied Sciences](https://www.htwg-konstanz.de/en/) has updated its expenditures, the latest contribution provides data on APCs, BPCs and Springer DEAL data ranging from 2020 to 2023.
+
+
+## Cost data
+
+```{r, cache.lazy = TRUE}
+#' Download APC spreadsheet from github which requires to Curl installed
+
+download_apc <- function(path = NULL, dir = "tmp", file = "apc_de.csv"){
+  if(is.null(path)) {
+    path <- c("https://raw.githubusercontent.com/OpenAPC/openapc-de/master/data/apc_de.csv")
+    } 
+  dir.create(dir) 
+  download.file(url = path, destfile = paste(dir, file, sep = "/"), method = "curl")
+  read.csv(paste(dir, file, sep = "/"), header = T,sep =",")
+}
+
+my.apc <- download_apc()
+my.apc <- my.apc[my.apc$institution == "HTWG Konstanz",]
+my.apc <- droplevels(my.apc)
+
+my.apc_new <- download_apc(c("https://raw.githubusercontent.com/OpenAPC/openapc-de/refs/heads/master/data/htwg/OpenAPC_HTWG_bis2021_enriched.csv"))
+my.apc_new <- droplevels(my.apc_new)
+
+```
+
+The new data set on APCs provided by HTWG Konstanz covers publication fees for `r format(nrow(my.apc_new), big.mark =",")` articles, total expenditure amounts to `r sum(my.apc_new$euro)`€ and the average fee is `r sum(my.apc_new$euro)/nrow(my.apc_new)`€. Please note that neither the articles published in **hybrid** journals under the DEAL agreement nor BPCs are included in this list, as they are aggregated in OpenAPC's [transformative agreements](https://github.com/OpenAPC/openapc-de/tree/master/data/transformative_agreements) and [BPC](https://github.com/OpenAPC/openapc-de/blob/master/data/bpc.csv) datasets, respectively.
+
+```{r}
+d_frame = data.frame(table(my.apc_new$publisher,  dnn="Publisher"))                 
+d_frame = d_frame[with(d_frame, order(-Freq, Publisher)), ]                                           
+                                    
+my.apc_new$publisher <- factor(my.apc_new$publisher, levels =  d_frame$Publisher)
+
+df.summary <-cbind(tapply(my.apc_new$euro, my.apc_new$publisher, length),
+             tapply(my.apc_new$euro, my.apc_new$publisher, sum),
+             tapply(my.apc_new$euro, my.apc_new$publisher, mean))
+
+colnames(df.summary) <- c("Articles", "Fees paid in EURO", "Mean Fee paid")
+
+knitr::kable(as.data.frame(df.summary), digits = 2)
+```
+
+## Overview
+
+With the recent contribution included, the overall APC data for the HTWG now looks as follows: 
+
+### Fees paid per publisher (in EURO)
+
+```{r tree_htwg_2024_11_06_full}
+tt <- aggregate(my.apc$euro, by = list(my.apc$publisher), sum)
+colnames(tt) <- c("Publisher", "Euro")
+treemap::treemap(tt, index = c("Publisher"), vSize = "Euro", palette = "Paired")
+```
+
+###  Average costs per year (in EURO)
+
+```{r box_htwg_2024_11_06_year_full, echo=FALSE, message = FALSE}
+require(ggplot2)
+q <- ggplot(my.apc, aes(factor(period), euro)) + geom_boxplot() + geom_point()
+q <- q +  ylab("Fees paid (in EURO)") + theme(legend.position="top") + theme_bw(base_size = 18)
+q + xlab("Funding period") + ylab("APC")
+```
+
+###  Average costs per publisher (in EURO)
+
+```{r box_htwg_2024_11_06_publisher_full, echo = FALSE, message = FALSE}
+require(ggplot2)
+require(tidyverse)
+my.apc <- my.apc %>%
+  mutate(publisher = str_replace(publisher, ".+\\((\\w+)\\)", "\\1"))
+d_frame = data.frame(table(my.apc$publisher,  dnn="Publisher"))                 
+d_frame = d_frame[with(d_frame, order(-Freq, Publisher)), ]
+publishers = as.character(d_frame$Publisher[d_frame$Freq > 0])
+my.apc_reduced = my.apc[my.apc$publisher %in% publishers,]
+
+  
+q <- ggplot(my.apc_reduced, aes(publisher, euro)) + geom_boxplot() + geom_point()
+q <- q +  ylab("Fees paid (in EURO)") + theme(legend.position="top") + theme_bw(base_size = 18) + coord_flip()
+q + xlab("Publisher") + ylab("APC")
+```

_posts/2024-11-06-htwg.md

@@ -0,0 +1,46 @@
+---
+layout:     post
+author:     Christoph Broschinski
+author_lnk: https://github.com/cbroschinski
+title:      HTWG Konstanz updates APC, BPC and DEAL data
+date:       2024-11-06 12:00:00
+summary:    
+categories: [general, openAPC]
+comments: true
+---
+
+
+
+
+The [HTWG Konstanz - University of Applied Sciences](https://www.htwg-konstanz.de/en/) has updated its expenditures, the latest contribution provides data on APCs, BPCs and Springer DEAL data ranging from 2020 to 2023.
+
+
+## Cost data
+
+
+
+The new data set on APCs provided by HTWG Konstanz covers publication fees for 7 articles, total expenditure amounts to 10,523€ and the average fee is 1,503€. Please note that neither the articles published in **hybrid** journals under the DEAL agreement nor BPCs are included in this list, as they are aggregated in OpenAPC's [transformative agreements](https://github.com/OpenAPC/openapc-de/tree/master/data/transformative_agreements) and [BPC](https://github.com/OpenAPC/openapc-de/blob/master/data/bpc.csv) datasets, respectively.
+
+
+
+|        | Articles| Fees paid in EURO| Mean Fee paid|
+|:-------|--------:|-----------------:|-------------:|
+|MDPI AG |        7|             10523|          1503|
+
+
+
+## Overview
+
+With the recent contribution included, the overall APC data for the HTWG now looks as follows: 
+
+### Fees paid per publisher (in EURO)
+
+![plot of chunk tree_htwg_2024_11_06_full](/figure/tree_htwg_2024_11_06_full-1.png)
+
+###  Average costs per year (in EURO)
+
+![plot of chunk box_htwg_2024_11_06_year_full](/figure/box_htwg_2024_11_06_year_full-1.png)
+
+###  Average costs per publisher (in EURO)
+
+![plot of chunk box_htwg_2024_11_06_publisher_full](/figure/box_htwg_2024_11_06_publisher_full-1.png)