Data Overview

Welcome to Flojoy’s Data Blocks page. Here you can find all the blocks related to data generation and visualization.

GENERATION

SAMPLE_DATASETS

PLOTLY_DATASET Retrieve a pandas DataFrame from one of Plotly Express's built-in datasets.

SCIKIT_LEARN_DATASET Retrieve a pandas DataFrame from the scikit-learn sample datasets.

TEXT_DATASET Load one of the 20 newsgroup sample datasets from scikit-learn.

SAMPLE_IMAGES

SKIMAGE Load an example image from scikit-image, such as an astronaut, the moon, a horse, etc.

SIMULATIONS

BASIC_OSCILLATOR Generate an oscillator signal (a shorthand combination of the SINE and LINSPACE blocks).

BOOLEAN Takes one argument as input.

CONSTANT Generate a single x-y vector of numeric (floating point) constants.

FEEDBACK Capture and save the results of a specified block over time. This block is almost always used in a LOOP.

LINSPACE Generate a Vector of evenly spaced data between two points.

MATRIX Generates a random matrix with values between 0 and 1.

POPULATE Generate an OrderedPair of random numbers, depending on the distribution selected and the input data.

RAND Generate a random number or Vector of random numbers, depending on the distribution selected.

SCALAR Return a single Scalar value.

SECOND_ORDER_SYSTEM This block has a 2nd order exponential function and is designed to be used in a LOOP with an APPEND block.

SINE Generate a waveform with a given shape (sine, sawtooth, etc).

TEXT Return a TextBlob DataContainer with given input text.

TIMESERIES Generate a timeseries with random y values between two dates.

UNIX_TIMESTAMP Return the current UNIX timestamp as a float (Scalar) or array (Vector) with length equal to 1.

VECTOR Creates a vector type data given the elements

VEC_2_LINSPACE Generate a Vector of evenly spaced data between two points with a

WAVEPACKET Approximate the behaviour of a 1D Gaussian wavepacket in an infinite-well potential box.

VISUALIZATION

DATA_STRUCTURE

ARRAY_VIEW The ARRAY_VIEW node takes OrderedPair, DataFrame, Matrix, and Image DataContainer objects as input, and visualizes it in array format.

MATRIX_VIEW Take a Matrix or OrderedPair DataContainer object as input, then visualize it in a Plotly table.

TEXT_VIEW The TEXT_VIEW node creates a text visualization for a given TextBlob DataContainer type.

PLOTLY

BAR Create a Plotly Bar visualization for a given input DataContainer.

BIG_NUMBER Generate a Plotly figure, displaying a big number with an optional prefix and suffix.

COMPOSITE Create a combination of Plotly visualizations for a given input data container.

HEATMAP Create a Plotly Heatmap visualization for a given input DataContainer.

HISTOGRAM Create a Plotly Histogram visualization for a given input DataContainer.

IMAGE Create a Plotly Image visualization for a given input DataContainer type of image.

LINE Create a Plotly Line visualization for a given input DataContainer.

PROPHET_COMPONENTS The PROPHET_COMPONENTS node plots the components of the prophet model trained in the PROPHET_PREDICT node.

PROPHET_PLOT The PROPHET_PLOT node plots the forecasted trend of the time series data that was passed in.

SCATTER Create a Plotly Scatter visualization for a given input DataContainer.

SCATTER3D Create a Plotly 3D Scatter visualization for a given input DataContainer.

SURFACE3D Create a Plotly 3D Surface visualization for a given input DataContainer.

TABLE Create a Plotly Table visualization for a given input DataContainer.