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Format tables and graphs (Part 2) #44

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Format tables and graphs (Part 2) #44

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63 changes: 57 additions & 6 deletions vignettes/articles/descriptive-analysis-amount_of_companies.Rmd
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Original file line number Diff line number Diff line change
Expand Up @@ -46,7 +46,7 @@ transition_risk_product_example <- product_transition_risk |>
"subzero_whiteeye"))
```

```{r}
```{r, echo=FALSE}
kable(transition_risk_product_example |> head(10))
```

Expand All @@ -58,7 +58,7 @@ cat("Number of distinct firms: ", n_distinct(transition_risk_product_example$com

### Number of companies that have atleast one product with `emission_profile`, with `sector_profile`, and with `transition_risk_category`

```{r}
```{r, echo=FALSE}
companies_atleast_one_product_with_profile <- function(data, profile) {
result <- data |>
select(all_of(c("companies_id", profile))) |>
Expand All @@ -77,7 +77,7 @@ cat("Number of firms that have atleast one product with `transition_risk_categor

### Number of companies that have more than one tilt_sectors

```{r}
```{r, echo=FALSE}
companies_with_multiple_tilt_sectors <- function(data) {
result <- data |>
select(all_of(c("companies_id", "tilt_sector"))) |>
Expand All @@ -95,7 +95,7 @@ cat("Number of firms that have more than one tilt_sectors: ", companies_with_mul

### Number of companies that have more than one tilt_subsectors

```{r}
```{r, echo=FALSE}
companies_with_multiple_tilt_subsectors <- function(data) {
result <- data |>
select(all_of(c("companies_id", "tilt_subsector"))) |>
Expand All @@ -113,7 +113,7 @@ cat("Number of firms that have more than one tilt_subsectors: ", companies_with_

### Number of companies per tilt_sector

```{r}
```{r, echo=FALSE}
companies_per_single_benchmark <- function(data, benchmark) {
data |>
select(all_of(c("companies_id", benchmark))) |>
Expand All @@ -126,6 +126,12 @@ companies_per_single_benchmark <- function(data, benchmark) {
}
```

```{r, warning=FALSE, echo=FALSE}
# To create CSV files. Location: https://drive.google.com/drive/folders/1PSLn5nBtO-WK3-11_u857Q0yRtdoC6J9
# result <- companies_per_single_benchmark(transition_risk_product_example, "tilt_sector")
# readr::write_csv(result, file = "number_of_firms_per_tilt_sector.csv")
```

```{r, warning=FALSE, echo=FALSE}
kable(companies_per_single_benchmark(transition_risk_product_example, "tilt_sector"), align = "lc", caption = "# of firms per tilt_sector", escape = F) |>
kable_classic(full_width = F, html_font = "Roboto Condensed") |>
Expand All @@ -134,6 +140,11 @@ kable(companies_per_single_benchmark(transition_risk_product_example, "tilt_sect

### Number of companies per tilt_subsector

```{r, warning=FALSE, echo=FALSE}
# result <- companies_per_single_benchmark(transition_risk_product_example, "tilt_subsector")
# readr::write_csv(result, file = "number_of_firms_per_tilt_subsector.csv")
```

```{r, warning=FALSE, echo=FALSE}
kable(companies_per_single_benchmark(transition_risk_product_example, "tilt_subsector"), align = "lc", caption = "# of firms per tilt_subsector", escape = F) |>
kable_classic(full_width = F, html_font = "Roboto Condensed") |>
Expand All @@ -142,6 +153,11 @@ kable(companies_per_single_benchmark(transition_risk_product_example, "tilt_subs

### Number of companies per country

```{r, warning=FALSE, echo=FALSE}
# result <- companies_per_single_benchmark(transition_risk_product_example, "country")
# readr::write_csv(result, file = "number_of_firms_per_country.csv")
```

```{r, warning=FALSE, echo=FALSE}
kable(companies_per_single_benchmark(transition_risk_product_example, "country"), align = "lc", caption = "# of firms per country", escape = F) |>
kable_classic(full_width = F, html_font = "Roboto Condensed") |>
Expand All @@ -150,7 +166,7 @@ kable(companies_per_single_benchmark(transition_risk_product_example, "country")

### Number of companies per country and tilt_sector

```{r}
```{r, echo=FALSE}
companies_per_double_benchmark <- function(data, benchmark_first, benchmark_second) {
data |>
select(all_of(c("companies_id", benchmark_first, benchmark_second))) |>
Expand All @@ -164,6 +180,11 @@ companies_per_double_benchmark <- function(data, benchmark_first, benchmark_seco
}
```

```{r, warning=FALSE, echo=FALSE}
# result <- companies_per_double_benchmark(transition_risk_product_example, "country", "tilt_sector")
# readr::write_csv(result, file = "number_of_firms_per_country_and_tilt_sector.csv")
```

```{r, warning=FALSE, echo=FALSE}
kable(companies_per_double_benchmark(transition_risk_product_example, "country", "tilt_sector"), align = "llc", caption = "# of firms per country and tilt_sector", escape = F) |>
kable_classic(full_width = F, html_font = "Roboto Condensed") |>
Expand All @@ -173,6 +194,11 @@ kable(companies_per_double_benchmark(transition_risk_product_example, "country",

### Number of companies per country and tilt_subsector

```{r, warning=FALSE, echo=FALSE}
# result <- companies_per_double_benchmark(transition_risk_product_example, "country", "tilt_subsector")
# readr::write_csv(result, file = "number_of_firms_per_country_and_tilt_subsector.csv")
```

```{r, warning=FALSE, echo=FALSE}
kable(companies_per_double_benchmark(transition_risk_product_example, "country", "tilt_subsector"), align = "llc", caption = "# of firms per country and tilt_subsector", escape = F) |>
kable_classic(full_width = F, html_font = "Roboto Condensed") |>
Expand All @@ -182,6 +208,11 @@ kable(companies_per_double_benchmark(transition_risk_product_example, "country",

### Number of companies per main_activity

```{r, warning=FALSE, echo=FALSE}
# result <- companies_per_single_benchmark(transition_risk_product_example, "main_activity")
# readr::write_csv(result, file = "number_of_firms_per_main_activity.csv")
```

```{r, warning=FALSE, echo=FALSE}
kable(companies_per_single_benchmark(transition_risk_product_example, "main_activity"), align = "lc", caption = "# of firms per main_activity", escape = F) |>
kable_classic(full_width = F, html_font = "Roboto Condensed") |>
Expand All @@ -190,6 +221,11 @@ kable(companies_per_single_benchmark(transition_risk_product_example, "main_acti

### Number of companies per main_activity and tilt_sector

```{r, warning=FALSE, echo=FALSE}
# result <- companies_per_double_benchmark(transition_risk_product_example, "main_activity", "tilt_sector")
# readr::write_csv(result, file = "number_of_firms_per_main_activity_and_tilt_sector.csv")
```

```{r, warning=FALSE, echo=FALSE}
result <- companies_per_double_benchmark(transition_risk_product_example, "main_activity", "tilt_sector") |>
filter(tilt_sector %in% c("construction", "industry", "land use"))
Expand All @@ -201,6 +237,11 @@ kable(result, align = "llc", caption = "# of firms per main_activity and tilt_se

### Number of companies per main_activity and tilt_subsector

```{r, warning=FALSE, echo=FALSE}
# result <- companies_per_double_benchmark(transition_risk_product_example, "main_activity", "tilt_subsector")
# readr::write_csv(result, file = "number_of_firms_per_main_activity_and_tilt_subsector.csv")
```

```{r, warning=FALSE, echo=FALSE}
kable(companies_per_double_benchmark(transition_risk_product_example, "main_activity", "tilt_subsector"), align = "llc", caption = "# of firms per main_activity and tilt_subsector", escape = F) |>
kable_classic(full_width = F, html_font = "Roboto Condensed") |>
Expand All @@ -210,6 +251,11 @@ kable(companies_per_double_benchmark(transition_risk_product_example, "main_acti

### Number of companies per main_activity and country

```{r, warning=FALSE, echo=FALSE}
# result <- companies_per_double_benchmark(transition_risk_product_example, "main_activity", "country")
# readr::write_csv(result, file = "number_of_firms_per_main_activity_and_country.csv")
```

```{r, warning=FALSE, echo=FALSE}
kable(companies_per_double_benchmark(transition_risk_product_example, "main_activity", "country"), align = "llc", caption = "# of firms per main_activity and country", escape = F) |>
kable_classic(full_width = F, html_font = "Roboto Condensed") |>
Expand All @@ -232,6 +278,11 @@ companies_per_main_activity_country_tilt_sector <- function(data) {
}
```

```{r, warning=FALSE, echo=FALSE}
# result <- companies_per_main_activity_country_tilt_sector(transition_risk_product_example)
# readr::write_csv(result, file = "number_of_firms_per_main_activity_country_tilt_sector.csv")
```

```{r, warning=FALSE, echo=FALSE}
kable(companies_per_main_activity_country_tilt_sector(transition_risk_product_example), align = "lllc", caption = "# of firms per main_activity, country, and tilt_sector", escape = F) |>
kable_classic(full_width = F, html_font = "Roboto Condensed") |>
Expand Down
30 changes: 15 additions & 15 deletions vignettes/articles/descriptive-analysis-best_case_worst_case_emission_profile.Rmd
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Original file line number Diff line number Diff line change
Expand Up @@ -129,15 +129,15 @@ avg_emission_profile_equal_weight_per_benchmark_risk_category_spain <- avg_per_b

```{r, echo = FALSE, warning=FALSE}
plot_bar_plot_profile(avg_emission_profile_equal_weight_per_benchmark_risk_category_france, "Average `emissions_profile_equal_weight`") +
labs(x = "Average emission category under equal weight assumption", y = "Group", title = "Average emission category under equal weight \n assumption per grouping_emission and \n emission_category for `france`", fill = " emission category")
labs(x = "Average emission category under \n equal weight assumption for France", y = "Group", title = "Average emission category under equal weight \n assumption per grouping_emission and \n emission_category for `france`", fill = " emission category")
plot_bar_plot_profile(avg_emission_profile_equal_weight_per_benchmark_risk_category_austria, "Average `emissions_profile_equal_weight`") +
labs(x = "Average emission category under equal weight assumption", y = "Group", title = "Average emission category under equal weight \n assumption per grouping_emission and \n emission_category for `austria`", fill = " emission category")
labs(x = "Average emission category under \n equal weight assumption for Austria", y = "Group", title = "Average emission category under equal weight \n assumption per grouping_emission and \n emission_category for `austria`", fill = " emission category")
plot_bar_plot_profile(avg_emission_profile_equal_weight_per_benchmark_risk_category_germany, "Average `emissions_profile_equal_weight`") +
labs(x = "Average emission category under equal weight assumption", y = "Group", title = "Average emission category under equal weight \n assumption per grouping_emission and \n emission_category for `germany`", fill = " emission category")
labs(x = "Average emission category under \n equal weight assumption for Germany", y = "Group", title = "Average emission category under equal weight \n assumption per grouping_emission and \n emission_category for `germany`", fill = " emission category")
plot_bar_plot_profile(avg_emission_profile_equal_weight_per_benchmark_risk_category_netherlands, "Average `emissions_profile_equal_weight`") +
labs(x = "Average emission category under equal weight assumption", y = "Group", title = "Average emission category under equal weight \n assumption per grouping_emission and \n emission_category for `netherlands`", fill = " emission category")
labs(x = "Average emission category under \n equal weight assumption for Netherlands", y = "Group", title = "Average emission category under equal weight \n assumption per grouping_emission and \n emission_category for `netherlands`", fill = " emission category")
plot_bar_plot_profile(avg_emission_profile_equal_weight_per_benchmark_risk_category_spain, "Average `emissions_profile_equal_weight`") +
labs(x = "Average emission category under equal weight assumption", y = "Group", title = "Average emission category under equal weight \n assumption per grouping_emission and \n emission_category for country `spain`", fill = " emission category")
labs(x = "Average emission category under \n equal weight assumption for Spain", y = "Group", title = "Average emission category under equal weight \n assumption per grouping_emission and \n emission_category for country `spain`", fill = " emission category")
```

### Average `emissions_profile_base_case` per grouping_emission and emission_category for a country
Expand All @@ -159,15 +159,15 @@ avg_emission_profile_best_case_per_benchmark_country_risk_spain <- avg_per_bench

```{r, echo = FALSE, warning=FALSE}
plot_bar_plot_profile(avg_emission_profile_best_case_per_benchmark_country_risk_france, "Average `emissions_profile_best_case`") +
labs(x = "Average emission category under best case assumption", y = "Group", title = "Average emission category under best case \n assumption per grouping_emission and \n emission_category for `france`", fill = " emission category")
labs(x = "Average emission category under \n best case assumption for France", y = "Group", title = "Average emission category under best case \n assumption per grouping_emission and \n emission_category for `france`", fill = " emission category")
plot_bar_plot_profile(avg_emission_profile_best_case_per_benchmark_country_risk_austria, "Average `emissions_profile_best_case`") +
labs(x = "Average emission category under best case assumption", y = "Group", title = "Average emission category under best case \n assumption per grouping_emission and \n emission_category for `austria`", fill = " emission category")
labs(x = "Average emission category under \n best case assumption for Austria", y = "Group", title = "Average emission category under best case \n assumption per grouping_emission and \n emission_category for `austria`", fill = " emission category")
plot_bar_plot_profile(avg_emission_profile_best_case_per_benchmark_country_risk_germany, "Average `emissions_profile_best_case`") +
labs(x = "Average emission category under best case assumption", y = "Group", title = "Average emission category under best case \n assumption per grouping_emission and \n emission_category for `germany`", fill = " emission category")
labs(x = "Average emission category under \n best case assumption for Germany", y = "Group", title = "Average emission category under best case \n assumption per grouping_emission and \n emission_category for `germany`", fill = " emission category")
plot_bar_plot_profile(avg_emission_profile_best_case_per_benchmark_country_risk_netherlands, "Average `emissions_profile_best_case`") +
labs(x = "Average emission category under best case assumption", y = "Group", title = "Average emission category under best case \n assumption per grouping_emission and \n emission_category for `netherlands`", fill = " emission category")
labs(x = "Average emission category under \n best case assumption for Netherlands", y = "Group", title = "Average emission category under best case \n assumption per grouping_emission and \n emission_category for `netherlands`", fill = " emission category")
plot_bar_plot_profile(avg_emission_profile_best_case_per_benchmark_country_risk_spain, "Average `emissions_profile_best_case`") +
labs(x = "Average emission category under best case assumption", y = "Group", title = "Average emission category under best case \n assumption per grouping_emission and \n emission_category for `spain`", fill = " emission category")
labs(x = "Average emission category under \n best case assumption for Spain", y = "Group", title = "Average emission category under best case \n assumption per grouping_emission and \n emission_category for `spain`", fill = " emission category")
```

### Average `emissions_profile_worst_case` per grouping_emission and emission_category for a country
Expand All @@ -189,15 +189,15 @@ avg_emission_profile_worst_case_per_benchmark_country_risk_spain <- avg_per_benc

```{r, echo = FALSE, warning=FALSE}
plot_bar_plot_profile(avg_emission_profile_worst_case_per_benchmark_country_risk_france, "Average `emissions_profile_worst_case`") +
labs(x = "Average emission category under worst case assumption", y = "Group", title = "Average emission category under worst case \n assumption per grouping_emission and \n emission_category for `france`", fill = " emission category")
labs(x = "Average emission category under \n worst case assumption for France", y = "Group", title = "Average emission category under worst case \n assumption per grouping_emission and \n emission_category for `france`", fill = " emission category")
plot_bar_plot_profile(avg_emission_profile_worst_case_per_benchmark_country_risk_austria, "Average `emissions_profile_worst_case`") +
labs(x = "Average emission category under worst case assumption", y = "Group", title = "Average emission category under worst case \n assumption per grouping_emission and \n emission_category for `austria`", fill = " emission category")
labs(x = "Average emission category under \n worst case assumption for Austria", y = "Group", title = "Average emission category under worst case \n assumption per grouping_emission and \n emission_category for `austria`", fill = " emission category")
plot_bar_plot_profile(avg_emission_profile_worst_case_per_benchmark_country_risk_germany, "Average `emissions_profile_worst_case`") +
labs(x = "Average emission category under worst case assumption", y = "Group", title = "Average emission category under worst case \n assumption per grouping_emission and \n emission_category for `germany`", fill = " emission category")
labs(x = "Average emission category under \n worst case assumption for Germany", y = "Group", title = "Average emission category under worst case \n assumption per grouping_emission and \n emission_category for `germany`", fill = " emission category")
plot_bar_plot_profile(avg_emission_profile_worst_case_per_benchmark_country_risk_netherlands, "Average `emissions_profile_worst_case`") +
labs(x = "Average emission category under worst case assumption", y = "Group", title = "Average emission category under worst case \n assumption per grouping_emission and \n emission_category for `netherlands`", fill = " emission category")
labs(x = "Average emission category under \n worst case assumption for Netherlands", y = "Group", title = "Average emission category under worst case \n assumption per grouping_emission and \n emission_category for `netherlands`", fill = " emission category")
plot_bar_plot_profile(avg_emission_profile_worst_case_per_benchmark_country_risk_spain, "Average `emissions_profile_worst_case`") +
labs(x = "Average emission category under worst case assumption", y = "Group", title = "Average emission category under worst case \n assumption per grouping_emission and \n emission_category for `spain`", fill = " emission category")
labs(x = "Average emission category under \n worst case assumption for Spain", y = "Group", title = "Average emission category under worst case \n assumption per grouping_emission and \n emission_category for `spain`", fill = " emission category")
```

### Example company-level output of transition risk profile for best case and worst case
Expand Down
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