| Type: | Package |
| Title: | Network Explorer |
| Version: | 0.0.2 |
| Description: | Social network analysis has become an essential tool in the study of complex systems. 'NetExplorer' allows to visualize and explore complex systems. It is based on 'd3js' library that brings 1) Graphical user interface; 2) Circular, linear, multilayer and force Layout; 3) Network live exploration and 4) SVG exportation. |
| License: | GPL (≥ 3) |
| Encoding: | UTF-8 |
| Depends: | R (≥ 4.0) |
| LazyData: | true |
| RoxygenNote: | 7.1.2 |
| NeedsCompilation: | no |
| Packaged: | 2021-12-04 10:12:46 UTC; SSosa |
| Author: | Sosa Sebastian [aut, cre] |
| Maintainer: | Sosa Sebastian <s.sosa@live.fr> |
| Repository: | CRAN |
| Date/Publication: | 2021-12-05 14:10:11 UTC |
Colorize according to a column in a data frame
Description
Add a new column to a data frame of gradient color based on a specific column of the data frame
Usage
colorize(df, col.att, color, new.col.name)
Arguments
df |
a data frame |
col.att |
an integer indicating the column with which to create the gradient |
color |
a character vector of length two indicating the starting point of the gradient and the ending point of the gradiant |
new.col.name |
a string indicating the gradient column name added to argument df |
Details
argument df with an additional column corresponding to the gradient column based on argument att.
Value
a data frame.
Data frame
Description
This is a simulated data frame of individual characteristics
Usage
df
Format
An object of class data.frame with 20 rows and 6 columns.
Author(s)
Sebastian Sosa
Find a data frame index
Description
Finds the data frame index of a column from the name of the column or its index.
Usage
df.col.findId(df, label_name)
Arguments
df |
a data frame in which to find the index of (a) specific column(s). |
label_name |
a character or numeric vector indicating the column name or index respectively. |
Details
This function allows the user to select one or several columns according to their name(s) or their index(es).
Value
an numeric vector corresponding to the column index that matches argument label_name.
Author(s)
Sebastian Sosa, Ivan Puga-Gonzalez.
Matrix data frame
Description
This is a simulated data frame of individual characteristics
Usage
m
Format
An object of class matrix (inherits from array) with 20 rows and 20 columns.
Author(s)
Sebastian Sosa
Matrix to edge list
Description
Converts a square adjacency matrix into a data frame with three columns representing an edge list. Columns are: actor, receiver and weight.
Usage
mat.to.edgl(M, sym = FALSE, erase.diag = TRUE)
Arguments
M |
a square adjacency matrix. |
sym |
if TRUE, it extracts the lower triangle of the matrix only. |
erase.diag |
if TRUE, it omits diagonals. |
Details
This function convert a matrix into an edgelist.
Value
a data frame representing an edge list.
Author(s)
Sebastian Sosa
Specify shapes according to a column in a data frame
Description
Specify shapes according to a column in a data frame
Usage
shape(vec, char)
Arguments
vec |
a vector |
char |
a character vector |
Details
Converts a character vector into a numeric vector.
Value
a numeric vector.
Visualize a network
Description
Plots a network
Usage
vis.net(
df,
m,
col.id = NULL,
col.size = NULL,
color = c("black", "white"),
col.color = NULL,
col.shape = NULL,
shapes = NULL,
strokeCol = c("white", "black"),
col.strokeCol = NULL,
col.stroke = NULL,
layers = NULL,
node.opacity = NULL,
link.opacity = FALSE,
background = "grey"
)
Arguments
df |
a data frame with node information. |
m |
a matrix of node connections. |
col.id |
a character or numeric vector indicating the column name or index of node Ids. |
col.size |
a character or numeric vector indicating the column name or index of node size. |
color |
a vector character of length two indicating the range of color for node color. |
col.color |
a character or numeric vector indicating the column name or index of node color. |
col.shape |
a character or numeric vector indicating the column name or index of node shape. |
shapes |
a character vector indicating the type of shape per category. 7 shapes are available: "circle", "cross", "diamond", "rectangle, "star", "triangle", "y" |
strokeCol |
a vector character of length two indicating the range of color for node stroke color. |
col.strokeCol |
a character or numeric vector indicating the column name or index of node stroke color. |
col.stroke |
a character or numeric vector indicating the column name or index of node stroke. |
layers |
a column in argument df indicating the factor to use for multi-layer layout. |
node.opacity |
a character or numeric vector indicating the column name or index of node opacity. |
link.opacity |
a character or numeric vector indicating the column name or index of link opacity. |
background |
a character indicating the background color. |
Details
Opens default web browser and shows 'NetExplorer' interface with the desired network. Further information and tutorial can be found in my video https://youtu.be/IcFTZWCTO_s/
Value
Opens default web browser with the ploted network.
Author(s)
Sebastian Sosa
Examples
vis.net(df,m,col.id = "id", col.size = "strength",
color = c('green', 'yellow'), col.color = "age" ,
strokeCol = c('red', 'blue'), col.strokeCol = "kinship",
col.stroke = "degree",
col.shape = "sex",shapes = c("circle", "triangle"),
layers = "kinship")
specifies shapes according to a column in a data frame
Description
specifies shapes according to a column in a data frame
Usage
vis.net.format.att(
df,
col.id = NULL,
col.size = NULL,
color = NULL,
col.color = NULL,
shapes = NULL,
col.shape = NULL,
strokeCol = NULL,
col.strokeCol = NULL,
col.stroke = NULL,
node.opacity = NULL
)
Arguments
df |
a data frame with node information. |
col.id |
a character or numeric vector indicating the column name or index of node Ids. |
col.size |
a character or numeric vector indicating the column name or index of node size. |
color |
a vector character of length two indicating the range of color for node color. |
col.color |
a character or numeric vector indicating the column name or index of node color. |
shapes |
a character vector indicating the type of shape per category. 7 shapes are available: "circle", "cross", "diamond", "rectangle, "star", "triangle", "y" |
col.shape |
a character or numeric vector indicating the column name or index of node shape. |
strokeCol |
a vector character of length two indicating the range of color for node stroke color. |
col.strokeCol |
a character or numeric vector indicating the column name or index of node stroke color. |
col.stroke |
a character or numeric vector indicating the column name or index of node stroke. |
node.opacity |
a character or numeric vector indicating the column name or index of node opacity. |
Details
format a data frame with informations relative to vis.net function.
Value
a data frame.