Develop by Phuong Duong
Today, data is growing rapidly around us. That's the raw data and does not have a connection with each other. So how to we can discover the fun hidden behind each Terabyte of data. Therefore, this'is the reason to DataMining Toolkit was born.
DataMining Toolkit is a product with the friendly UI (User Interface) and convenient for the user to explore the data. Data will be stored in different file formats such as ** .csv, * .libsvm*. Applications will open the data file and explore the characteristic quantities of the way as Expected, Variance, Standard Deviation, Mode, Median, The Quartiles (Quartile), Max, Min, Range, Interquartile Range .
With each dimensional to visualize it, this application can be able to draw the Histogram charts, Box plot charts, Quantile plot charts, Quantile-Quantile plot charts. In addition, users can select arbitrary two-dimensional and application can be able to project two-dimensional data and display these data projector.
To capture these screenshot bellow. I use diabetes dataset to make experiment. There are some screenshot of DataMining Toolkit:
Figure 1. Main UI with Histogram chart
Figure 2. Main UI with Box plot chart
Figure 3. Main UI with Quantile plot chart
Figure 4. Main UI with Quantile-Quantile plot chart
Figure 5. Visualize UI with 1st-demensional and 3rd-demensional projection
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent