App Features

Data Info

Reading csv files, you can choose your own csv file and run it on the app
Data Table, show the data table
Data Summary, showing basic statistical information

Data Mining

Filter, it's function is to fillter the data based on the value on the column (ex, column==0)
Select, to select the column
Arrange, arrange the dataset based on the column
Mutate, create new columns that are functions of existing variable
Summarise, summarize the specifict column using basic statistic
Group-by, group the data column based on column name
Rename, renaming the column name

Data Preprocessing

Impute Missing Value(whole), imputing all the missing value
Normalize(whole), normalize all the value on the dataset
Impute Missing Value(partial), imputing the data based on column
Normalize(partial), normalize the data based on column
Data Reset, reset the data to the original dataset
Observation, observe the data based on the data information

Statistical Test

ANOVA
T-test
U-test
Paired test
Chi Squared test
Goodness of Fit test

Data Visualization

One Variable,
- Continuous(Area Plot, Density Plot, Dot Plot, Freqpoly, Histogram Plot, QQ Plot)
- Discrete(Bar Plot)
Two Variable,
- Both Continuous(Point, Quantile, Rug, Smooth)
- One Discrete, one continuous(Col, Boxplot, Violin)
- Both Discrete(Count, Jitter)
- Continuous Bivariate distribution(Bin 2d, Density 2D)
- Continuous Function(Area, Line, Step)
Three Variable,
- Contour
- Contour Filled
- Raster
- Tile

Preview App