Welcome to the Field: Learn to Cultivate Your Data
Data Science done in the Field. Farming Basics. Plant your dataSeeds, grow first SunFlowers
A quick introduction to loading your first tabular dataset and navigating the interface.
Data Scientist:
- Drag & drop tabular dataset to main app
- Waiting... Loading data
- MB3 on Field: calculate column statistics, get help, etc
- MB3 on column name: rename, delete, copy columns
EarthWalker Farmer:
- Plant Seeds to Field
- Watering... Growing SunFlowers
- Call Farm Helpers to get help
- Manipulate SunFlowers with Flower Menu
Stem Viewer: Aqyn Edition. Let Your Sunflowers Sing
Mastering EDA (Exploratory Data Analysis) on your dataset.
Data Scientist:
- Open data column viewer to visualize: Positional Index, Numerical & Categorical data columns
- Select different visualization types: scatterplot, histogram, boxplot, etc
- Data column viewer always shows calculations in currently displayed index range
EarthWalker Farmer:
- Open Stem Viewer to visualize: EarthWalker, Yellow (Skyscraper) and Red (Moulin Roughe) SunFlowers
- SunFlower root defines how Stem looks like
- Stem Viewer uses Aqyn principle: 'what I see is what I sing'
Seeds Viewer: Stevenson Edition. Treasure Chest Always on Your Table. Arrr!
A guide to querying and transforming your data with SQL
Data Scientist:
- Open table viewer with SQL query editor
- Type or 'mouse click' and execute SQL query
- Save query results as new dataframe for further analysis
EarthWalker Farmer:
- Open Treasure Chest full of dataSeeds
- Make an Order in SQL language to change the contents of dataSeeds Chest
- RePlant transformed dataSeeds from Chest into Field for further work
Bouquet Viewer: Van Gogh Edition. Stack, Observe, Compare
Learn how to: stack and save as custom dataset, observe joined regression and density, overlay columns data to compare.
Data Scientist:
- Drag & drop toggled column names to stacking widget to form stacked dataset
- Compare columns, calculate and draw regressions on stacked dataset
- Export stacked dataset, reload it to main app if needed
EarthWalker Farmer:
- Drag & drop Opened Flowers from Field into Vase to form SunFlower Bouquet
- Decorate Vase with different useful Paintings
- Export Bouquet to share with anyone or Plant new Field with it
Herbarium Viewer: Carroll Edition. The Book of Wisdom Recipes. With pictures or conversations
Mastering crossplots and predict with Machine Learning.
Data Scientist:
- Create crossplots with 2 columns, add color and size dimensions. Save as dataframes
- Select polygons. Save as points & reapply on other datasets
- Calculate regressions. Save equation & reapply on other datasets
- Stack columns and predict categorical and numerical features with Machine Learning. Save trained weights & reapply on other datasets
EarthWalker Farmer:
- Create Herbarium Plots using Road Flowers, Color and Size Flowers. Save as Pages to Herbarium Book
- Cut Herbarium Plot's part of interests. Save Cutting Recipe to Revive elsewhere as _Herb
- Draw Regression Lines. Save Drawing Recipe to Revive elsewhere as _Herb
- Load Ingredients to Cauldrons (from Duchess Kitchen) and Cook Spices. Save Cooking Recipe to Revive elsewhere as _Spice