Any data model in Big Data must be designed and developed to meet the needs of the business, and for this, it is necessary to know the objectives and goals of the organization, so that it effectively has the necessary functionalities to facilitate the decision-making process in the company.
During March 2021, the Monthly Index of Economic Activity reported a year-on-year variation of 6.5%, a rise that is largely explained by the dynamism of mining and quarrying, manufacturing industry and construction.
In primary activities, growth was registered in mining and quarrying, livestock, agriculture, fishing and aquaculture, and a decrease in forestry and timber extraction, informed the Central Bank of Nicaragua (BCN).
In the first quarter of 2021 fuel sales in the country have shown an upward trend, as in January 59.6 million gallons were demanded, in February the figure rose to 65.3 million gallons and in March it climbed to 75.7 million gallons.
The accumulated figures show that during the first quarter of the year, 201 million gallons of fuel were sold in the Panamanian market, a figure that is 20% lower than that reported in the same period of 2020.
Last year in Costa Rica, the construction industry reported an 11% decrease in the number of construction works, 6% in the area built and a 16% drop in the value of the projects processed.
An official report specifies that all provinces had a decrease in the number of works, being Puntarenas and Heredia the ones with the highest decreases, with -22.8% and -21.6%, respectively.
During 2020 in all countries of the region, construction activity decreased considerably and Central American cement imports stagnated, this adverse scenario is explained by the economic crisis generated by the pandemic.
The construction industry statistics system, which is part of the interactive platform "Construction in Central America" of CentralAmericaData's Business Intelligence area, compiles the most important industry data for each of the countries in the region.
During January of this year, production in Costa Rica decreased 4.8% in year-on-year terms, a decline that is explained by the economic crisis resulting from the pandemic caused by the outbreak of covid-19.
In January 2021, the production of manufacturing and computer services grew 1.9% and 0.7%, respectively, in year-on-year terms. In contrast, the rest of the economic activities showed drops in their level of activity in relation to January 2020, states a report by the Central Bank of Costa Rica (BCCR).
Given the economic crisis generated by the covid-19 outbreak, nine out of ten companies operating locally reduced their revenues and one out of three made temporary closures.
Between May and August 2020, a COVID-19 section was included in the Directory of Businesses and Establishments (DEE) as part of the update, in order for businesses to indicate what the main effects of the pandemic were. It was confirmed that 94% were affected by Covid-19, where 91% indicated as main consequence the reduction of income, informed the National Institute of Statistics and Census (INEC).
Restrictions on mobilization due to the number of plates, the fear of using public transportation and the increase in demand for delivery services explain the 8% growth that Guatemala's vehicle fleet experienced between 2019 and 2020.
As a result of the outbreak of covid-19, during the second quarter of 2020, Guatemalan authorities decided to suspend ground passenger transportation and also imposed restrictions on the mobility of vehicles with private plates, which were applied based on their license plate number.
Due to the outbreak of covid-19 worldwide and restrictions on passenger transportation, only 1.01 million visitors arrived in the country during 2020, 68% less than what was reported in 2019, when 3.14 million tourists arrived.
Although the fall in tourist arrivals was generally resounding, during the last months of 2020 a more favorable behavior was reported.
During the mobile quarter from September to November 2020, the unemployment rate at the national level stood at 21.3%, which is lower than the 21.9% reported from August to October of the same year.
For the mobile quarter September, October and November 2020, the population of 15 years of age and older with an incidence of labor due to the effect of Covid-19 was 1.07 million people (26.7%), according to an official report.
Although forecasts at the start of the pandemic were pessimistic, during 2020 the country received remittances of $11.34 billion, an amount that is 8% higher than the $10.58 billion recorded in 2019.
According to the most recent report from the Bank of Guatemala, only in December, remittances amounted to $1.164 billion, 24% more than those reported in the same month in 2019, when the figure was $941 million.
Due to the crisis generated by the covid-19, in May 2020 the economic activity registered its worst decline by falling 31% in year-on-year terms, however, as of June minor decreases were reported and in September the drop was 22%.
The accumulated Monthly Index of Economic Activity (IMAE) from January to September 2020 registered a 18.3% decrease, compared to the same period in 2019, informed the General Comptroller of the Republic.
At the end of 2020, Honduras, Nicaragua, Guatemala and El Salvador remained at the bottom of the Human Development Index ranking, while Costa Rica and Panama were better evaluated.
The report entitled The Next Frontier, Human Development and the Anthropocene, which was published on December 15, 2020 at the global level, updates the Human Development Index (HDI) that is calculated by the United Nations Development Program (UNDP).
In the current scenario of economic crisis, during the third quarter of the year the unemployment rate nationwide stood at 22%, a proportion that is lower than the 24.4% reported for the mobile quarter from May to July.
According to the report released by the National Institute of Statistics and Censuses (INEC), 42% of the people who were unemployed during the third quarter of 2020 said that they had less than three months to look for work.
After reporting the sale of only 96 vehicles in May, due to the quarantine decreed by the covid-19 outbreak, in July the figure rose to 1,112, in August to 1,398 and in September to 2,403 units.
The General Comptroller of the Republic has been reporting that in the context of restrictions to commercial activity due to the health emergency, sales have fallen considerably, since between September 2019 and the same month in 2020, the number of new units registered in the country decreased by 29%, from 3,408 to 2,403.
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