eyadsibai / brute-force-plotter

Tool to visualize data quickly with no brain usage for plot creation

Brute Force Plotter

[Work in progress] Tool to visualize data quickly with no brain usage for plot creation

Installation

will be packaged soon

Example

It was tested on python3 only

$ git clone https://github.com/eyadsibai/brute_force_plotter.git
$ cd brute_force_plotter
$ pip3 install -r requirements.txt
$ python3 brute_force_plotter.py example/titanic.csv example/titanic_dtypes.json example/output

• json.dump({k:v.name for k,v in df.dtypes.to_dict().items()},open('dtypes.json','w'))
• the first argument is the input file (csv file with data) example/titanic.csv
• second argument is a json file with the data types of each columns (c for category, n for numeric, i for ignore) example/titanic_dtypes.json

{
"Survived": "c",
"Pclass": "c",
"Sex": "c",
"Age": "n",
"SibSp": "n",
"Parch": "n",
"Fare": "n",
"Embarked": "c",
"PassengerId": "i",
"Ticket": "i",
"Cabin": "i",
"Name": "i"
}

• third argument is the output directory
• c stands for category, i stands for ignore, n for numeric

TODO

• target variable support
• Clean up part of the code
• More documentation
• Tests?
• Support 3 variables (contour plots/ etc)
• Fallback for large datasets
• Figure out the data type or suggest some
• Map visualization (if geocoordinates)
• Minimize the number of plots
• Support for Time Series