GSON
GSON is a simple python project built to Visualize JSON data as plots, pies and bars.
JSON format to use:
For Plot:
{
"p1": {
"x": [1, 2, 3, 4],
"y": [2, 4, 3, 4]
},
"p2": {
"x": [1, 2, 3, 4],
"y": [1, 6, 7, 9]
},
"p3": {
"x": [1, 2, 3, 4],
"y": [2, 6, 23, 9]
}
"..."
}For Pie & Bars:
{
"p1": 4,
"p2": 10,
"p3": 40,
"..."
}Note: You can put your data in a sub directory in the JSON file.
Functions used in GSON:
Opening JSON file:
...
with open(src) as f:
data = json.load(f)
if subset_key:
if subset_key in data:
data = {subset_key: data[subset_key]}
else:
raise KeyError(f"The specified subset key '{subset_key}' does not exist in the JSON data.")
...Use data for Plot:
...
for i, inner_dict in enumerate(data.values()):
values_list = list(inner_dict.values())
x_values = values_list[0]
y_values = values_list[1]
...Use data for Pie & Bars:
...
keys = list(data.keys())
values = list(data.values())
...Call Functions
For Plot:
visualize_plot(src: str, colors: list, linestyle: str = 'solid', linewidth: int = 1, title: str = 'Graph', x_axis: str = 'x-axis', y_axis: str = 'y-axis', subset_key: str = None)For Pie:
visualize_pie(src: str, colors: list, title: str = 'Pie', subset_key: str = None)For Bars:
visualize_bar(src: str, colors: list, title: str = 'Bars', x_axis: str = 'x-axis', y_axis: str = 'y-axis', subset_key: str = None)Images:
