diff --git a/app/algo.py b/app/algo.py index 6e4df32..d15b7be 100644 --- a/app/algo.py +++ b/app/algo.py @@ -3,13 +3,16 @@ are needed in Taxplorer tool. Below functions will be used in different pages of the website. """ -import pandas as pd +import random + +import humanize import numpy as np +import pandas as pd import plotly.express as px import plotly.graph_objects as go -import humanize -from wordcloud import WordCloud, get_single_color_func +from PIL import Image, ImageColor, ImageDraw, ImageFont +from app import config as cfg # Define custom template custom_template = { @@ -925,29 +928,100 @@ def tax_havens_use_evolution(df: pd.DataFrame, company: str) -> go.Figure: # Viz 24 : mnc tracked -def mnc_tracked(df: pd.DataFrame) -> go.Figure: +def mnc_tracked( + df: pd.DataFrame, + image_width: int = 1200, + image_height: int = 1000, + margin: int = 10, + min_font_size: int = 10, +) -> go.Figure: """Compute and plot the list of company name in a word cloud where the size of the font depends of the number of reports available. Args: df (pd.DataFrame): CbCRs database. + image_width (int, optional): Image width in pixel. Defaults to 900. + image_height (int, optional): Image height in pixel. Defaults to 600. + margin (int, optional): Margin around words in pixel. Defaults to 10. + min_font_size (int, optional): Minimum fontsize. Defaults to 10. Returns: go.Figure: word cloud with company name in a Plotly figure. """ - # Create dictionnary with company name as key and the number of reports as value - data = df.groupby("mnc")["year"].nunique().to_dict() - - color_func = get_single_color_func("#B8BEDB") + # List of colors in hexadecimal format + font_colors = ["#B8BEDB", "#8087A8", "#080F33", "#181F42", "#424A75"] - # Generate the word cloud using the report counts as weights - wordcloud = WordCloud( - width=1200, height=800, background_color="white", color_func=color_func - ).generate_from_frequencies(data) + # Create dictionnary with company name as key and the number of reports as value + data = df.groupby("mnc")["year"].nunique().sort_values(ascending=False).to_dict() + + # Create a blank image + image = Image.new("RGB", (image_width, image_height), (255, 255, 255)) + draw = ImageDraw.Draw(image) + + # Load a default scalable font + font_path = f"{cfg.FONTS}/roboto/Roboto-Regular.ttf" + + # Calculate max font size based on the most frequent word + most_freq_word = max(data, key=data.get) + max_width = image_width * 0.8 + + # Function to find the max font size for a word + max_font_size = min_font_size + font = ImageFont.truetype(font_path, max_font_size) + while draw.textlength(most_freq_word, font=font) < max_width: + max_font_size += 2 + font = ImageFont.truetype(font_path, max_font_size) + + # Calculate and store in a dictionnary text size and bounding boxe for each word + word_sizes = {} + max_frequency = max(data.values()) + for word, frequency in data.items(): + word_font_size = max(int(max_font_size * (frequency / max_frequency)), min_font_size) + font = ImageFont.truetype(font_path, word_font_size) + left, top, right, bottom = font.getbbox(word) + word_sizes[word] = (word_font_size, (right - left), (bottom - top)) + + # Place words on the image + # Initiliaze a list to store all words' boundary boxes + bboxes = [] + for word in data.keys(): + font_size, word_width, word_height = word_sizes[word] + font = ImageFont.truetype(font_path, font_size) + + word_placed = False + tries = 0 + while not word_placed and tries < 100: + # Pick a random x and y position to place the word + x = random.randint(margin, image_width - word_width - margin) + y = random.randint(margin, image_height - word_height - margin) + + # Calculate word's boundary box + bbox = [x, y, x + word_width + margin, y + word_height + margin] + + # Check if the word overlaps with already placed words + overlap = False + for existing_bbox in bboxes: + if ( + bbox[2] > existing_bbox[0] + and bbox[0] < existing_bbox[2] + and bbox[3] > existing_bbox[1] + and bbox[1] < existing_bbox[3] + ): + overlap = True + break + + # Add word to the image + if not overlap: + bboxes.append(bbox) + word_color = ImageColor.getrgb(random.choice(font_colors)) + draw.text((x, y), word, font=font, fill=word_color) + word_placed = True + + tries += 1 # Display the word cloud - fig = px.imshow(wordcloud) + fig = px.imshow(image) # Remove hover on image fig.update_traces(hoverinfo="skip", hovertemplate="") @@ -955,12 +1029,12 @@ def mnc_tracked(df: pd.DataFrame) -> go.Figure: # Remove colorbar fig.update_layout(coloraxis_showscale=False) - # Remove axis + # Update axis layouts fig.update_xaxes(showticklabels=False) fig.update_yaxes(showticklabels=False) - # Remove margins - fig.update_layout(margin=dict(l=0, r=0, t=0, b=0)) + # Update layout setting + fig.update_layout(template=custom_template, height=400) return go.Figure(fig) diff --git a/app/css/style.css b/app/assets/css/style.css similarity index 95% rename from app/css/style.css rename to app/assets/css/style.css index 7428fb3..ac7098b 100644 --- a/app/css/style.css +++ b/app/assets/css/style.css @@ -1,7 +1,15 @@ @charset "UTF-8"; @import url("viz.css"); -@import url('https://fonts.googleapis.com/css2?family=Manrope:wght@200..800&display=swap'); -@import url('https://fonts.googleapis.com/css2?family=Roboto:ital,wght@0,100;0,300;0,400;0,500;0,700;0,900;1,100;1,300;1,400;1,500;1,700;1,900&display=swap'); + +@font-face { + font-family: Manrope; + src: url("../fonts/manrope/Manrope-VariableFont_wght.ttf") format("truetype"); +} + +@font-face { + font-family: Roboto; + src: url("../fonts/roboto/Roboto-Regular.ttf") format("truetype"); +} .viz-container { display: flex; @@ -272,11 +280,15 @@ color: rgba(0,0,0,0.0) } .world-bg { - background-image: url("../../images/world_map.png"); + background-image: url("../../assets/images/world_map.jpg"); +} + +.company-image { + border-radius: 22px; } .footer-bg { - background-color: #B8BEDB + background-color: #B8BEDB; } /* Taipy classes */ @@ -285,7 +297,7 @@ color: rgba(0,0,0,0.0) margin: 0 auto; background-color: white !important; box-shadow: none; - -webkit-text-fill-color: initial !important + -webkit-text-fill-color: initial !important; } .container { @@ -610,7 +622,7 @@ hr.header-hr35 { } .world { - background-image: url("../../images/world_map.png"); + background-image: url("../../images/world_map.jpg"); background-size: cover; } diff --git a/app/css/viz.css b/app/assets/css/viz.css similarity index 100% rename from app/css/viz.css rename to app/assets/css/viz.css diff --git a/app/assets/fonts/manrope/Manrope-VariableFont_wght.ttf b/app/assets/fonts/manrope/Manrope-VariableFont_wght.ttf new file mode 100644 index 0000000..f39ca39 Binary files /dev/null and b/app/assets/fonts/manrope/Manrope-VariableFont_wght.ttf differ diff --git a/app/assets/fonts/roboto/Roboto-Regular.ttf b/app/assets/fonts/roboto/Roboto-Regular.ttf new file mode 100644 index 0000000..ddf4bfa Binary files /dev/null and b/app/assets/fonts/roboto/Roboto-Regular.ttf differ diff --git a/app/images/Vector.svg b/app/assets/images/Vector.svg similarity index 100% rename from app/images/Vector.svg rename to app/assets/images/Vector.svg diff --git a/app/assets/images/company-image.jpg b/app/assets/images/company-image.jpg new file mode 100644 index 0000000..088d7c1 Binary files /dev/null and b/app/assets/images/company-image.jpg differ diff --git a/app/images/data4good-logo.svg b/app/assets/images/data4good-logo.svg similarity index 100% rename from app/images/data4good-logo.svg rename to app/assets/images/data4good-logo.svg diff --git a/app/images/eutax-logo.svg b/app/assets/images/eutax-logo.svg similarity index 100% rename from app/images/eutax-logo.svg rename to app/assets/images/eutax-logo.svg diff --git a/app/images/keystories/reports_per_year.png b/app/assets/images/keystories/reports_per_year.png similarity index 100% rename from app/images/keystories/reports_per_year.png rename to app/assets/images/keystories/reports_per_year.png diff --git a/app/images/keystories/tax_revenue_loss_and_profits_shifted.png b/app/assets/images/keystories/tax_revenue_loss_and_profits_shifted.png similarity index 100% rename from app/images/keystories/tax_revenue_loss_and_profits_shifted.png rename to app/assets/images/keystories/tax_revenue_loss_and_profits_shifted.png diff --git a/app/images/linkedin-logo.svg b/app/assets/images/linkedin-logo.svg similarity index 100% rename from app/images/linkedin-logo.svg rename to app/assets/images/linkedin-logo.svg diff --git a/app/images/taxplorer-logo.svg b/app/assets/images/taxplorer-logo.svg similarity index 100% rename from app/images/taxplorer-logo.svg rename to app/assets/images/taxplorer-logo.svg diff --git a/app/images/transparency-score-equation.svg b/app/assets/images/transparency-score-equation.svg similarity index 100% rename from app/images/transparency-score-equation.svg rename to app/assets/images/transparency-score-equation.svg diff --git a/app/images/twitter-logo.svg b/app/assets/images/twitter-logo.svg similarity index 100% rename from app/images/twitter-logo.svg rename to app/assets/images/twitter-logo.svg diff --git a/app/images/website-logo.svg b/app/assets/images/website-logo.svg similarity index 100% rename from app/images/website-logo.svg rename to app/assets/images/website-logo.svg diff --git a/app/assets/images/world_map.jpg b/app/assets/images/world_map.jpg new file mode 100644 index 0000000..4dee175 Binary files /dev/null and b/app/assets/images/world_map.jpg differ diff --git a/app/config.py b/app/config.py index e39440c..fdb210e 100644 --- a/app/config.py +++ b/app/config.py @@ -5,7 +5,8 @@ # !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! # AUTO DATA = f"{APP}data" -IMAGES = f"{APP}images" +IMAGES = f"{APP}assets/images" +FONTS = f"{APP}assets/fonts" PAGES = f"{APP}pages" # DO NOT USE: css path in main is relative to main.py location # CSS_PATH = f"{APP}css" diff --git a/app/images/Arrow 1.png b/app/images/Arrow 1.png deleted file mode 100644 index 6db72e6..0000000 Binary files a/app/images/Arrow 1.png and /dev/null differ diff --git a/app/images/Arrow_ 1 .png b/app/images/Arrow_ 1 .png deleted file mode 100644 index 99659a5..0000000 Binary files a/app/images/Arrow_ 1 .png and /dev/null differ diff --git a/app/images/bahamas.png b/app/images/bahamas.png deleted file mode 100644 index 503a058..0000000 Binary files a/app/images/bahamas.png and /dev/null differ diff --git a/app/images/logo.png b/app/images/logo.png deleted file mode 100644 index 596cdb5..0000000 Binary files a/app/images/logo.png and /dev/null differ diff --git a/app/images/pexels-ingo-joseph-1880351.png b/app/images/pexels-ingo-joseph-1880351.png deleted file mode 100644 index 4ce8e5c..0000000 Binary files a/app/images/pexels-ingo-joseph-1880351.png and /dev/null differ diff --git a/app/images/viz.png b/app/images/viz.png deleted file mode 100644 index 81bd2dc..0000000 Binary files a/app/images/viz.png and /dev/null differ diff --git a/app/images/world_map.png b/app/images/world_map.png deleted file mode 100644 index 51b92f1..0000000 Binary files a/app/images/world_map.png and /dev/null differ diff --git a/app/main.py b/app/main.py index a51a330..84c4156 100644 --- a/app/main.py +++ b/app/main.py @@ -15,7 +15,7 @@ # Global variables # APP APP_TITLE = "Taxplorer" -FAVICON = "images/taxplorer-logo.svg" +FAVICON = "assets/images/taxplorer-logo.svg" # DATA MAX_YEAR_OF_REPORTS = 2021 PATH_TO_DATA = f"{cfg.DATA}/data_final_dataviz.csv" @@ -83,7 +83,7 @@ def goto_download(state): # Initialise Gui with pages and style sheet -gui_multi_pages = Gui(pages=pages, css_file="css/style.css") +gui_multi_pages = Gui(pages=pages, css_file="assets/css/style.css") # Customize the Stylekit stylekit = { diff --git a/app/pages/company/company.md b/app/pages/company/company.md index a6823f7..ffed75e 100644 --- a/app/pages/company/company.md +++ b/app/pages/company/company.md @@ -16,7 +16,7 @@ We might have missed out in its report.
{ .text-blue .text-weight300 .cpt12} |> -<|{company_image_path}|image|width=100%|> +<|{company_image_path}|image|width=100%|class_name=company-image|> |> diff --git a/app/pages/company/company.py b/app/pages/company/company.py index 0ce5b11..b368f8f 100644 --- a/app/pages/company/company.py +++ b/app/pages/company/company.py @@ -8,7 +8,7 @@ from app import config as cfg from app.viz import Viz -company_image_path = f"{cfg.IMAGES}/pexels-ingo-joseph-1880351.png" +company_image_path = f"{cfg.IMAGES}/company-image.jpg" DEFAULT_COMPANY = "SHELL" diff --git a/app/pages/home/home.py b/app/pages/home/home.py index baeac96..af15586 100644 --- a/app/pages/home/home.py +++ b/app/pages/home/home.py @@ -7,7 +7,7 @@ # from app.data.data import data # Path to images -world_map_path = f"{cfg.IMAGES}/world_map.png" +world_map_path = f"{cfg.IMAGES}/world_map.jpg" download_icon_path = f"{cfg.IMAGES}/Vector.svg" diff --git a/app/pages/methodology/methodology.md b/app/pages/methodology/methodology.md index 69582e7..35e6eb0 100644 --- a/app/pages/methodology/methodology.md +++ b/app/pages/methodology/methodology.md @@ -157,7 +157,7 @@ the highest). The transparency score calculation follows the general formula : [//]: # ($$\text{Transparency Score} = \sum_{i=1}^{n} w_i \times \frac{\sum_{j\in J_i} | x_{ij} |}{\sum_{j} | x_{ij} |} \times 100\$$) <|part|class_name=text-center| - + |>

diff --git a/app/pages/methodology/methodology.py b/app/pages/methodology/methodology.py index f11d6d0..fee2a63 100644 --- a/app/pages/methodology/methodology.py +++ b/app/pages/methodology/methodology.py @@ -2,8 +2,5 @@ from app import config as cfg -# Path to equation image -equation = f"{cfg.IMAGES}/transparency-score-equation.svg" - # Generate page from Markdown file methodology_md = Markdown(f"{cfg.PAGES}/methodology/methodology.md") diff --git a/app/pages/root.md b/app/pages/root.md index 208c6d3..c7d14d3 100644 --- a/app/pages/root.md +++ b/app/pages/root.md @@ -45,7 +45,7 @@ Taxplorer <|part|class_name=text-center| - + DATA FOR GOOD {: .h4 .text-blue .text-footer .cpb6 } @@ -55,7 +55,7 @@ Website {: .text-left } - + |> @@ -64,7 +64,7 @@ Twitter {: .text-left } - + |> @@ -73,7 +73,7 @@ LinkedIn {: .text-left } - + |> @@ -87,7 +87,7 @@ LinkedIn <|part|class_name=text-center| - + EU TAX OBSERVATORY {: .h4 .text-blue .text-footer .cpb6 } @@ -97,7 +97,7 @@ Website {: .text-left } - + |> @@ -106,7 +106,7 @@ Twitter {: .text-left } - + |> @@ -115,7 +115,7 @@ LinkedIn {: .text-left } - + |> diff --git a/poetry.lock b/poetry.lock index 7cf8f5f..4cc5624 100644 --- a/poetry.lock +++ b/poetry.lock @@ -428,69 +428,6 @@ files = [ {file = "constantly-23.10.4.tar.gz", hash = "sha256:aa92b70a33e2ac0bb33cd745eb61776594dc48764b06c35e0efd050b7f1c7cbd"}, ] -[[package]] -name = "contourpy" -version = "1.2.1" -description = "Python library for calculating contours of 2D quadrilateral grids" -optional = false -python-versions = ">=3.9" -files = [ - {file = "contourpy-1.2.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bd7c23df857d488f418439686d3b10ae2fbf9bc256cd045b37a8c16575ea1040"}, - {file = "contourpy-1.2.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5b9eb0ca724a241683c9685a484da9d35c872fd42756574a7cfbf58af26677fd"}, - {file = "contourpy-1.2.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = 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