An interactive application for working with contingency Tables. The application has a template for solving contingency table problems like chisquare test of independence,association plot between two categorical variables. Runtime examples are provided in the package function as well as at  <https://jarvisatharva.shinyapps.io/CategoricalDataAnalysis/>.

Clean, decompose and aggregate univariate time series following the procedure "Cyclic/trend decomposition using bin interpolation" and the Logbox method for flagging outliers, both detailed in Ritter, F.: Technical note: A procedure to clean, decompose, and aggregate time series, Hydrol. Earth Syst. Sci., 27, 349–361, <doi:10.5194/hess-27-349-2023>, 2023.

A method for pattern discovery in weighted graphs as outlined in Thistlethwaite et al. (2021) <doi:10.1371/journal.pcbi.1008550>. Two use cases are achieved: 1) Given a weighted graph and a subset of its nodes, do the nodes show significant connectedness? 2) Given a weighted graph and two subsets of its nodes, are the subsets close neighbors or distant?

Under natural conditions, nest temperatures fluctuate daily around a mean
    value, whereas in captivity they are often held constant. The Constant
    Temperature Equivalent is designed to bridge the gap between the two by
    calculating a single temperature value for wild nests that corresponds with
    the amount of development that would occur in an incubator set to the same
    temperature. The theory and formulas behind this method were developed by
    Professor Author Georges and are implemented here as a single function.

Column Text Format (CTF) is a new tabular data format designed for simplicity and performance.
    CTF is the simplest column store you can imagine: plain text files for each column in a table, and a metadata file.
    The underlying plain text means the data is human readable and familiar to programmers, unlike specialized binary formats.
    CTF is faster than row oriented formats like CSV when loading a subset of the columns in a table.
    This package provides functions to read and write CTF data from R.