Package: kaironviz
Kairon Visualizationversion 0.0.5Different plots for data visualization in notebook and html export.Look atexample.ipynbnotebook for basic demo uses.Installingpip install kaironvizAvailable chartssanky_chartsanky_chart2drill_chartword_cloudtree_diagramSanky Chartsanky_chartThis function generates a Sanky chart to visualize the relationships between columns in a DataFrame.Parameters:dataframe: pandas DataFrame containing the data to be visualized.headers: List of column headers in the DataFrame.height: Height of the chart (default is 450).legend: Title of the chart legend (default is "chart example").legend_style: CSS style for the legend (default is 'text-align: center; font: 28px Arial').text_scale: Scaling factor for text size (default is 1).text_color: Color of the text (default is '#333').text_font: Font for the text (default is 'Arial').draw_labels: Boolean indicating whether to draw labels (default is True).draw_column_labels: Boolean indicating whether to draw column labels (default is True).trancation: Truncation value for labels (default is 20).node_width: Width of nodes in the chart (default is 20).vertical_spacing: Vertical spacing between nodes (default is 20).show_toolbar: Boolean indicating whether to display the toolbar (default is True).from_prefix,to_prefix,from_suffix,to_suffix: Prefixes and suffixes for from/to labels (default is empty strings).label_distance: Distance of labels from nodes (default is 10).use_gradient: Boolean indicating whether to use gradient colors (default is True).client_height: Client height of the chart (default is 0).compact: Removes unnecessary data (default is True).sanky_chart2This function generates a Sanky chart to visualize relationships between source and destination column entities, where the level is the column that the entities belong to in the Sanky chart.Parameters:dataframe: pandas DataFrame containing the data to be visualized.src_name,dest_name: Names of the source and destination columns.src_level,dest_level: Levels(integer indices) of the source and destination columns.height: Height of the chart (default is 450).legend: Title of the chart legend (default is "chart example").legend_style: CSS style for the legend (default is 'text-align: center; font: 28px Arial').text_scale: Scaling factor for text size (default is 1).text_color: Color of the text (default is '#333').text_font: Font for the text (default is 'Arial').draw_labels: Boolean indicating whether to draw labels (default is True).draw_column_labels: Boolean indicating whether to draw column labels (default is True).trancation: Truncation value for labels (default is 20).node_width: Width of nodes in the chart (default is 20).vertical_spacing: Vertical spacing between nodes (default is 20).show_toolbar: Boolean indicating whether to display the toolbar (default is True).from_prefix,to_prefix,from_suffix,to_suffix: Prefixes and suffixes for from/to labels (default is empty strings).label_distance: Distance of labels from nodes (default is 10).color_mode: Color mode for the chart (default is 0).use_gradient: Boolean indicating whether to use gradient colors (default is True).client_height: Client height of the chart (default is 0).restructure_levels: Boolean indicating if you need to rearrange columns for larger number of levels (default is False)Drill Chartdrill_chartThis function creates an n-level drill-down chart.Parameters:data: Data for the drill chart.start_label: Label for the starting point of the drill chart.y_label: Label for the y-axis (default is 'values').legend: Title of the chart legend (default is 'Drill Chart').legend_color: Color of the legend text (default is 'black').legend_font: Font style for the legend (default is 'Bold 20px Arial').legend_pos: Position of the legend (default is 'bottom').legend_align: Alignment of the legend (default is 'center').nav_color: Color of the navigation bar (default is '#046688').nav_font: Font style for the navigation bar (default is '16px Arial').nav_justify: Justification for the navigation bar (default is 'right').nav_padding: Padding for the navigation bar (default is '10px').label_scale: Scaling factor for labels (default is 1.2).label_color: Color of labels (default is 'black').resolution: Resolution of the chart (default is 1.2).background_color: Background color of the chart (default is 'transparent').height: Height of the chart (default is 480).max_column_width: Maximum width for columns in the chart (default is 100).Word Cloudword_cloudTheword_cloudfunction is used to create a word cloud chart.Parameters:data: This can be a string, a list, or a DataFrame. If it's a string or a list, the function will count the frequency of each word and create a DataFrame. If it's a DataFrame, it will be copied as is.height(default = 480): The height of the word cloud chart.width(default = 640): The width of the word cloud chart.max_item(default = 400): The maximum number of words to display in the word cloud.max_font_size(default = 60): The maximum font size of the words in the word cloud.min_font_size(default = 12): The minimum font size of the words in the word cloud.color_mode(default = True): If set to True, the word cloud will be colored. If False, it will be in grayscale.font(default = 'Helvatica'): The font of the words in the word cloud.Diagramtree_diagramThetree_diagramfunction is used to create a tree diagram chart.Parameters:data_dict: A dictionary representing the tree structure.height(default = 450): The height of the tree diagram chart.text_color(default = '#333'): The color of the text in the tree diagram.line_color(default = '#333'): The color of the lines in the tree diagram.box_background(default = 'transparent'): The background color of the boxes in the tree diagram.border_radius(default = 0.6): The border radius of the boxes in the tree diagram.border_color(default = '#333'): The color of the borders of the boxes in the tree diagram.font_size(default = 14): The font size of the text in the tree diagram.font_family(default = 'Arial'): The font of the text in the tree diagram.orientation(default = 'vertical'): The orientation of the tree diagram. It can be 'vertical' or 'horizontal'.