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