DescriptiveStats.OBeu - Descriptive Statistics 'OpenBudgets.eu'

Estimate and return the needed parameters for visualizations designed for 'OpenBudgets.eu' <http://openbudgets.eu/> datasets. Calculate descriptive statistical measures in budget data of municipalities across Europe, according to the 'OpenBudgets.eu' data model. There are functions for measuring central tendency and dispersion of amount variables along with their distributions and correlations and the frequencies of categorical variables for a given dataset. Also, can be used generally to other datasets, to extract visualization parameters, convert them to 'JSON' format and use them as input in a different graphical interface.

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boxplotcorrelationdescriptive-statisticsestimatefrequenciesobeuopen-budgetsopenbudgets

5.40 score 1 stars 1 dependents 28 scripts 230 downloads

Cluster.OBeu - Cluster Analysis 'OpenBudgets.eu'

Estimate and return the needed parameters for visualisations designed for 'OpenBudgets' <http://openbudgets.eu/> data. Calculate cluster analysis measures in Budget data of municipalities across Europe, according to the 'OpenBudgets' data model. It involves a set of techniques and algorithms used to find and divide the data into groups of similar observations. Also, can be used generally to extract visualisation parameters convert them to 'JSON' format and use them as input in a different graphical interface.

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clustercluster-analysisclustering-algorithmclustering-measuresestimate-clustering-parametersobeuopen-budgetsopenbudgets

4.75 score 2 stars 14 scripts 250 downloads

gginference - Visualise the Results of Inferential Statistics using 'ggplot2'

Visualise the results of F test to compare two variances, Student's t-test, test of equal or given proportions, Pearson's chi-squared test for count data and test for association/correlation between paired samples.

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ggplot2inferential-statistics

4.74 score 13 stars 85 scripts 463 downloads

TrafficBDE - Traffic Predictions Using Neural Networks

Estimate and return either the traffic speed or the car entries in the city of Thessaloniki using historical traffic data. It's used in transport pilot of the 'BigDataEurope' project. There are functions for processing these data, training a neural network, select the most appropriate model and predict the traffic speed or the car entries for a selected time date.

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big-data-europeneural-networksthessalonikitraffic-status-prediction

3.98 score 1 stars 19 scripts 213 downloads