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It consists of five main steps: outliers detection, trend analysis, data normalization, probabilistic forecasting models training, and load variation and temperature uncertainty combination.
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Future objectives include stronger multilingual support (with the addition of Spanish, Russian, and Chinese), trend analysis, and data visualization.
As an example of this trend, analysis of data from the Demographic and Health Surveys since 2000 indicates that 51% of the population in sub-Saharan Africa, 66% in Southeast Asia, and 79% in South Asia sought health care in the private sector in response to children's illness, without meaningful differences between the rich and poor.
Trend analysis of experimental data reveals a general decrease of air pollution across the region, which agrees well with changes assessed by emission inventories.
The site is still pretty basic at this point – I'd like to see some more in depth trend analysis and historical data – but it shows potential.
While the store's past website analytics seemed to be on an upward trend, analysis of visit data uncovered a deeper understanding of what a real pre-engagement shopper was looking for.
However, trend analysis of climate data for the period under study had also shown that wet days had increased alongside flood events.
This experimental perspective was also validated by the research team's temperature and rainfall trend analysis that used data from the Meteorological Bureau.
Genuine trend analysis requires representative data, which is what censuses and census surveys provide.
Trend analysis of categorical data was performed using the Cochran-Armitage test.
This paper describes a trend analysis, using existing data to anticipate supply and demand issues in Serbia.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com