Representing networks with ambivalent ties | Functions supporting ambivalent ties

Traditional Blockmodeling | Generalized Blockmodeling | References

Rank intervals

Theoretical Background | Uniquely Ranked Graphs in the netrankr Package | Correlation and Threshold Graphs | Distances from a threshold graph

Data | Most central family (Index approach) | Most central family (Dominance approach) | Centrality as explanatory variable (Index approach) | Centrality as explanatory variable (Dominance approach)

Introduction | Set up the development environment | Create a package | Create and configure a Git repository | Create initial NEWS.md file | The development phase | Create an R file | Create a test | Update NEWS.md | Review NEWS.md | Finalize version | Change code and commit | Prepare for release | Bump version for release | Generate release notes | After release | Tag version | Create GitHub release | Restart development

Implementation | Updating NEWS.md | Collecting NEWS | Tagging for "dev" vs. other releases

Introduction | To duckplyr | From files | From DuckDB | Materialization | To files | Memory usage | The big picture

Introduction | Eager and lazy computation | Example | Comparison | Prudence | Concept | Enforcing DuckDB operation | From stingy to lavish | Thrift | File ingestion and custom limits | Conclusion

Introduction | DuckDB mode | Relation objects | Help from dplyr | Enforce DuckDB operation | Configure fallbacks | Conclusion

Data types | Verbs | Functions within verbs | Parentheses | Comparison operators | Basic arithmetics | Math functions | Logical operators | Branching and conversion | String manipulation | Date manipulation | Aggregation | Shifting | Ranking | Special cases | Contributing | Known incompatibilities | Output order stability | sum() | Empty vectors in aggregate functions | min() and max() for logical input | n_distinct() and multiple arguments | is.na() and NaN values | Row names | Other differences

Introduction | From duckplyr to dbplyr | Call arbitrary functions in duckplyr | Conclusion

Introduction | External data with explicit qualification | Restoring dplyr methods | Own data | In other packages

Assets | Basic Settings | Additional LaTeX Settings | Dynamic Settings | Variable Substitution | Including Additional Assets | LaTeX Generators | Templates

Create an customized R Markdown template | Customization points | Corporate Design Elements | Principles of Indiedown | Extend Pandoc .tex, do not replace | Use R to customize

Customization points | default.yaml | Changing Fonts | preamble.tex | A customized title page. | Where to go from here

Stack traces | R code | Native code | R code + native code | Limitations on Windows | Next steps | Technical details | Retrieving IPs | libbacktrace on the Mac | libbacktrace on Windows | Options not considered | Retrieving module name | Retrieving file + line | History: jointprof part 1 | Appendix | Further documentation links | Accompanying work

Overview

Digits | Basic differences | Terminal zeros | Trailing dot | Showing more digits | Fixed number of digits | Scientific notation | When is it used? | Enforce notation

Options | Per-column number formatting | Rule-based number formatting | Computing on num | Arithmetics | Mathematics | Override | Recovery

Topics documented elsewhere | Data frame subclasses | Tibble example | Data frame example

Conventions | Column extraction | Definition of x[[j]] | Definition of x$name | Column subsetting | Definition of x[j] | Definition of x[, j] | Definition of x[, j, drop = TRUE] | Row subsetting | Definition of x[i, ] | Definition of x[i, , drop = TRUE] | Row and column subsetting | Definition of x[] and x[,] | Definition of x[i, j] | Definition of x[[i, j]] | Column update | Definition of x[[j]] <- a | Definition of x$name <- a | Column subassignment: x[j] <- a | a is a list or data frame | a is a matrix or array | a is another type of vector | a is NULL | a is not a vector | Row subassignment: x[i, ] <- list(...) | Row and column subassignment | Definition of x[i, j] <- a | Definition of x[[i, j]] <- a

Creating | Coercion | Tibbles vs data frames | Printing | Subsetting | Recycling | Arithmetic operations

TL;DR | Project root | A simple example | Relative paths to a stable root | Example A: From vignettes | Example B: From tests/testthat | Summary of Examples A and B | Criteria | Shortcuts | Fixed root | testthat files | Another example: custom testing utilities | Summary | Acknowledgement

Header | Tweak header | Restyle header | Footer | Restyle footer | Compute additional info beforehand | Row IDs | Body | Tweak pillar composition | Tweak display of compound pillars | Restyle body

Requirements | Overview | Initialization | Setup | Header, body, footer | Colonnade | Creating pillar objects | Pillar lists | Simple pillars | Components | Formatting pillars

General idea | Create demo package | Import function | Adding test with mock | Run individual tests | Write wrapper functions | Mock S3 methods

Basic functionality | Declare the location of the current script | Use project-relative paths | Situation report | What if the working directory is wrong? | Extra safety | Conflicts with other packages | Specify a unique identifier | Beyond here | Change project root | Under the hood: rprojroot

rmarkdown starts in a subdirectory | here always uses project-relative paths

Creating a dm object | Selecting tables | Linking tables by adding keys | Visualizing a data model | Accessing a data model as a table | Operations on table data within a dm | Checking constraints | Next Steps | Standing on the shoulders of giants

Copy models or copy tables? | Copying and persisting individual tables | Adding local data frames to an RDBMS | Persisting a relational model with copy_dm_to() | Conclusion | Further Reading

Building a dm from a subset of tables | Defining Primary and Foreign Keys | Serializing a dm object | Transient nature of operations | Performing operations on tables by "zooming" | Downloading data | Persisting results | Conclusion | Further reading

Creating a dm object from data frames | Adding Tables | A dm is a list | Defining Keys | Primary Keys | Foreign Keys | Visualization | Integrity Checks | Programming | Conclusion | Further reading

The dm_rows_* process | Usage | dm_rows_insert() | dm_rows_update() | dm_rows_delete() | dm_rows_patch() | dm_rows_upsert() | Conclusion | Further Reading

1. Data Frames and Tables | 2. Data Model | 3. Primary Keys | 4. Foreign Keys | 5. Referential Integrity | 6. Normalization | 7. Relational Databases | Conclusion | Further reading

Class dm | Examples of dm objects | Pass the tables directly | Start with an empty dm | Coerce a list of tables | Turn tables from a src into a dm | Low-level construction | Access tables | Primary keys of dm objects | Foreign keys

Data: nycflights13 | Filtering a dm object | How it works | Filtering Examples | SQL statements behind filtering a dm object on a database

Prefixes | Suffixes

Data: nycflights13 | Joining a dm object | How it works | Joining Examples

Enabling {dplyr}-workflow within a dm | Examples | Use case 1: Add a new column to an existing table | Use case 2: Creation of a surrogate key | Use case 3: Disentangle dm | Use case 4: Add summary table to dm | Use case 5: Joining tables | Use case 6: Retrieve all tables

Changes required when updating from version 0.0.5 to 0.0.6 | Replace cdm with dm | Be careful with methods for dm: tbl, [[, $

Testing key constraints | Testing cardinalities between two tables | Examples | Table surgery

Enabling {dplyr}-workflow within a dm | Examples | Use case 1: Add a new column to an existing table | Use case 2: Creation of a surrogate key | Use case 3: Disentangle dm | Use case 4: Add summary table to dm | Use case 5: Joining tables | Tip: Accessing the zoomed table | Possible pitfalls and caveats

A primer on URLs | "WHATWG compliant" | Parsing urls | Public suffic extraction

LISTEN / NOTIFY | SKIP LOCKED | Implementing our worker

Basics | Specifying the specs | Specifying multiple series | Extracting from the output | Backend | composite spec

Character encoding | UTF-8 | ASCII | Latin-1 | Translating to UTF-8 | The readtext package | Summary

Testing a new backend | Testing an existing backend | External testing | Preparation | Testing

Introduction | An introductory example | Input | Output | Graphs | Graphical user interface | Customized holidays | Large-scale production use | Import X-13 models and series | Deployment via x13binary | Conclusions

Creating a new database | Loading data | Queries | Batched queries | Multiple parameterised queries | Statements

Version | Introduction | DBI Classes and Methods | Class DBIObject | Class DBIDriver | Class DBIConnection | Class DBIResult | Data Type Mappings | Utilities | Open Issues and Limitations | Resources

Computing with Distributed Data | A Common Interface | Interface Classes | Class dbManager | Class dbConnection | Class dbResult | Class dbResultSet | Data Type Mappings | Open Issues | Limitations | Other Approaches | Open Database Connectivity (ODBC) | Java Database Connectivity (JDBC) | CORBA and a 3-tier Architecture | Resources | Acknowledgements | The S Version 4 Definitions

Who this tutorial is for | How to run more complex queries using DBI | How to read part of a table from a database | How to use parameters (safely) in SQL queries | Quoting | Parameterized queries | SQL data manipulation - UPDATE, DELETE and friends | SQL transactions with DBI | Conclusion

Getting started | Testing | Driver | Connection | Results | SQL methods | Metadata methods | Full DBI compliance

Who this tutorial is for | How to connect to a database using DBI | Secure password storage | How to retrieve column names for a table | Read a table into a data frame | Read only selected rows and columns into a data frame | How to end a DBMS session | Conclusion | Further Reading

Who this tutorial is for | Rationale | New classes and generics | Prepare | Read all rows from a table | Run queries | Prepared queries | Manual flow | Writing data | Appending data | Conclusion

Creating blocks | UI function | Server function | Constructor function | Example | More complex examples

Introduction | Plugins | Available plugins | Override a plugin's server and ui functions | Putting everything together | Custom UI components

Common test cases | Test class of object | Test input widgets work | Test that state is correctly returned | Test that expressions are correctly returned | Test that expressions correctly throw errors | Passing additional args

What is dataseries.org? | How the data is organised | Finding something | Downloading | Working with cubes | Time series objects | Labels in other languages | Caching | Beyond R

Dynamically add panel | Dynamically remove panels | Dynamically move panel | Dynamically move groups | Group point of view | Panel point of view | Get the state of the dock

Introduction | Previewing available blocks | Register a block | Unregister a block

Overview | Individual functions | boom() and rig() | rig_impl() | wrap() | rig_in_place()

Your first table | Customize columns | Customize rownames | Defining the column types | Defining the column actions | Adding image to the table | Cell messages | Cell message using js_ifelse() | 1. Simple logic: numeric comparisons and equality | 2. Combined logic | 3. Basic %in% and %notin% | 4. Using grepl() and !grepl() | 5. Truthiness of a bare variable | Cell message using raw JS expression as string | Column Formatting in cheetah | Numeric column formatting | Date column formatting | Sorting options in cheetahR | Coming soon (TBD) | Column Grouping | Extending the theme option in a cheetah table | Filtering data | Further customizing options | cheetah() usage in Shiny | Menu column in Shiny | Customizing the 'menu options' | Autocomplete column in Shiny | Keyboard behavior | A complete example | Common gotchas

{blockr} for non coders | The user interface | Group nodes | Code export | Save and restore your work | Other options | More sophisticated UIs | {blockr} for developers | Introduction | Serve blocks | Serve a board | Use the board as a module | What's next? | Develop new blocks | Extend blockr.core

Instalación | Uso de igraph | Crear un grafo | IDs de vértices y aristas | Añadir y borrar vértices y aristas | Construcción de grafos | Establecer y recuperar atributos | Propiedades estructurales de los grafos | Búsqueda de vértices y aristas basada en atributos | Selección de vértices | Selección de aristas | Tratar un grafo como una matriz de adyacencia | Diseños y graficación | Algoritmos de diseño | Dibujar un grafo utilizando un diseño | Atributos de los vértices para graficar | Atributos de las aristas para graficar | Argumentos más comunes de plot() | igraph y el mundo exterior | Dónde ir a continuación | Información de la sesión

Installation | Usage | Creating a graph | Vertex and edge IDs | Adding/deleting vertices and edges | Constructing graphs | Setting and retrieving attributes | Structural properties of graphs | Querying vertices and edges based on attributes | Selecting vertices | Selecting edges | Treating a graph as an adjacency matrix | Layouts and plotting | Layout algorithms | Drawing a graph using a layout | Vertex attributes controlling graph plots | Edge attributes controlling graph plots | Generic arguments of plot() | igraph and the outside world | Where to go next | Session info

Overview | Example values | Implementation

Graph data | Data formats | Performance | Initialise the graph | Layout | Tweak options | Plugins | Behaviors

What are signed networks? | Data structures for signed networks in signnet | Included datasets

deparse_call() is more accurate | deparse_call() is clearer | deparse_call() fails rather than making things up

Create a basic page | Sidebar Setup | Navbar Setup | Right Sidebar Setup | Footer Setup | Setting up the body content | Wrap Up

flow_view_vars() | flow_view_deps() | flow_view_shiny() | flow_view_uses() | flow_compare_runs() | flow_embed()

Introduction | Running ChromaDB | Basic Usage | Connecting to ChromaDB | Managing Collections | Working with Documents | Updating and Deleting

Use {typed} in your package | Use existing types to define your functions | Define your own types from existing types | Define your own types from scratch

Goals, and how achieved | Non-goals | Workflow

Configuration | Using your PWA | Limitations

Tools for mobile development | Mobile preview | Pull to Refresh

Introduction | What changes in v2.0.0 ? | Breaking changes | More checks | New features | Basic Example

How to set up a preloader?

Accordion | User messages

Boxes on Steroids! | The box state | Box components | Box Labels | Box Sidebar | Box Dropdown | Other Boxes | userBox | socialBox

A Real Time Skin Selector | Fresh

Introduction | What changes in v2.0.0 ? | Breaking changes | More checks | New features | Basic Example

Boxes components | Description Block | Coming soon ...

How to set up a preloader?

Left Navbar Elements | Improved dropdownMenu() | Other navbar items | Enhanced dropdownMenu Items | dashboardUser Component

Accordion

Extra template elements | Controlbar | Basics | Include menus | The controlbar API

Boxes on Steroids! | The box state | Box Labels | Box Sidebar | Other Boxes | userBox | socialBox | flipBox

A Real Time Skin Selector | A New Dark Skin: midnight | Material Design + AdminLTE | create tribble for box global config | box factory function | pmap magic

Update app configuration and theme at runtime | Updating theme, dark mode and color | Action Sheet

Overview | Descriptions

construct() and .cstr_construct() | .cstr_construct.() methods | opts_() function | is_corrupted_() function | Constructors | Attribute repair

Introduction | Classic web apps, native apps and PWAs | Themes | Layouts | UI elements | Inputs: brief comparison side by side with | Containers | Notifications & progress | Gallery | Create your first App | Page | App options | Navbar | Toolbar | Panels | Single Layout | Multi Layout | Gadgets

Inputs Layout

Creating Different Types of Lists | Styling options | Available mode options | Examples | List items | Simple list

Custom disconnected screen

Theoretical Background | Indirect relations in the netrankr package

flow_doc() | flow_test()

prefix | code | narrow | truncate | swap

flow_view() | flow_run()

browse | flow_debug()

Prerequisites | Data preparation | Ratio calculation | Single maps creation | Map arrangement | Another approach

Installation & setup | Functions | Full fledge usage | FAQ & edge cases

Disaggregating annual data to quarterly | No indicator | Using additional information | Regression based disaggregation | Comparison of methods

Convert between any frequency | Quarterly to daily disaggregation | No indicator | Stock market data as an indicator

Convert everything to everything | Use the same functions for all time series classes | Combine multiple time series | Frequency conversion and alignment | And plot just about everything | Time series in data frames | Using tsbox in a dplyr / pipe workflow | Related packages

Data | Basic point pattern analysis | Point density | Exercises | Challenges | Points in polygons and raster cells | Challenge | Point distance analysis | Spatial interpolation | Voronoi polygon interpolation | Interpolation with the gstat package | Heatmaps with leaflet.extras | Further reading and tutorials | References

Prerequisites | Context | Loading spatial packages | Pitfall: name clashes | Pitfall: tidyverse and sp don't play | Pitfall: multipolygon objects | Pitfall: spatial subsetting | Pitfall: row names | Pitfall: attribute alteration | Pitfall: binding rows | Raster data in the tidyverse

Authenticate | Instances | Get toots | Get accounts | Posting statuses | Pagination

Specifying parameters | Streaming and parsing

Obtain and use a token | Environment variable

Projections | References

Balancedness | References

Compact tables | Flat tables

Runtimes exact probabilities | Approximating expected ranks | Approximating relative ranks | MCMC sampling of rankings | Runtimes of approximation | Session info

Theoretical Background | Neighborhood-inclusion in the netrankr Package | Centrality and Neighborhood-inclusion

Theoretical Background | Exact Probabilities in the netrankr Package | Rank Probabilities | Relative Rank Probabilities

Heuristic time conversion | Exact time conversion | Regularization

Writing ts-functions | Functions from external packages

Theoretical Background | Positional Dominance in the netrankr Package

Theoretical Background | Building indices with the netrankr package

Centrality indices for signed networks | A note on eigenvector centrality | References

Creating rules | Creating definitions | Creating groups | Creating Makefile files