Statistics of certificates issued for the year 2023

** percent of IT professionals worldwide hold at least one certification according to respondents in 2019. Interestingly enough, North America is below the global average with only ** percent of respondents answering as such.

IT certifications are influential in hiring decisions    

An IT certification is an honorific document demonstrating a professional’s competency in a certain aspect of technology. IT certifications help to boost the credibility and marketability of related IT skills. More than ** percent of U.S. companies that place high value in the understanding and utilization of technology consider IT certifications to be very valuable in their hiring process. On a global scale, the ratio of certified to non-certified IT professionals are highest in Asia-Pacific and Latin America, with certified IT professionals in these regions constituting more than ** percent of the IT workforce.

Unequal representation of female workers in tech   

Although IT industry employees are in high demand, diversity within the industry is surprisingly low as most employees in tech companies worldwide are male. Women account for less than ten percent of software developers worldwide and only a quarter of all employees in computer and mathematical occupations in the United States.

This table contains 3226 series, with data for years 1992 - 2008 (not all combinations necessarily have data for all years). This table contains data described by the following dimensions (Not all combinations are available): Geography (11 items: Canada; Prince Edward Island; Nova Scotia; Newfoundland and Labrador ...), Program level (11 items: Total; program level; Trade/vocational and preparatory training certificate or diploma; Community college certificate or diploma and other community college level; Undergraduate level ...), Classification of Instructional Programs, Primary Grouping (CIP_PG) (14 items: Total; instructional programs; Personal improvement and leisure; Visual and performing arts; and communications technologies; Education ...), Sex (3 items: Both sexes; Females; Males ...).

Number of Certificate: New: Total data was reported at 5,290.000 Unit in 2017. This records an increase from the previous number of 4,645.000 Unit for 2016. Number of Certificate: New: Total data is updated yearly, averaging 4,065.000 Unit from Dec 2005 (Median) to 2017, with 13 observations. The data reached an all-time high of 5,490.000 Unit in 2013 and a record low of 596.000 Unit in 2005. Number of Certificate: New: Total data remains active status in CEIC and is reported by Directorate General of Resources and Equipment of Post and Information Technology. The data is categorized under Indonesia Premium Database’s Transport and Telecommunication Sector – Table ID.TE008: Telecommunication Statistics: Certificate of Tools and Equipment.

Number of Certificate: Revision: Japan data was reported at 1.000 Unit in 2017. This records a decrease from the previous number of 7.000 Unit for 2016. Number of Certificate: Revision: Japan data is updated yearly, averaging 7.500 Unit from Dec 2009 (Median) to 2017, with 8 observations. The data reached an all-time high of 15.000 Unit in 2013 and a record low of 1.000 Unit in 2017. Number of Certificate: Revision: Japan data remains active status in CEIC and is reported by Directorate General of Resources and Equipment of Post and Information Technology. The data is categorized under Indonesia Premium Database’s Transport and Telecommunication Sector – Table ID.TE009: Telecommunication Statistics: Certificate of Tools and Equipment: by Country.

Increase the number of degrees and certificates obtained from 40,484 in 2014 to 47,284 by 2018.

Summary statistics on Gender Recognition Certificates applied for and granted by Her Majesty’s Courts and Tribunals Service’s Gender Recognition Panel. Under UK law, individuals are considered by the State to be of the gender – either male or female – that is recorded on their birth certificate. The Gender Recognition Act 2004, which came into effect on 4 April 2005, enables transsexual people to apply to the Gender Recognition Panel (GRP) to receive a Gender Recognition Certificate (GRC).

Source agency: Justice

Designation: Official Statistics not designated as National Statistics

Language: English

Alternative title: Gender Recognition Certificate Statistics

We include a description of the data sets in the meta-data as well as sample code and results from a simulated data set. This dataset is not publicly accessible because: EPA cannot release personally identifiable information regarding living individuals, according to the Privacy Act and the Freedom of Information Act (FOIA). This dataset contains information about human research subjects. Because there is potential to identify individual participants and disclose personal information, either alone or in combination with other datasets, individual level data are not appropriate to post for public access. Restricted access may be granted to authorized persons by contacting the party listed. It can be accessed through the following means: The R code is available on line here: https://github.com/warrenjl/SpGPCW. Format: Abstract The data used in the application section of the manuscript consist of geocoded birth records from the North Carolina State Center for Health Statistics, 2005-2008. In the simulation study section of the manuscript, we simulate synthetic data that closely match some of the key features of the birth certificate data while maintaining confidentiality of any actual pregnant women. Availability Due to the highly sensitive and identifying information contained in the birth certificate data (including latitude/longitude and address of residence at delivery), we are unable to make the data from the application section publicly available. However, we will make one of the simulated datasets available for any reader interested in applying the method to realistic simulated birth records data. This will also allow the user to become familiar with the required inputs of the model, how the data should be structured, and what type of output is obtained. While we cannot provide the application data here, access to the North Carolina birth records can be requested through the North Carolina State Center for Health Statistics and requires an appropriate data use agreement. Description Permissions: These are simulated data without any identifying information or informative birth-level covariates. We also standardize the pollution exposures on each week by subtracting off the median exposure amount on a given week and dividing by the interquartile range (IQR) (as in the actual application to the true NC birth records data). The dataset that we provide includes weekly average pregnancy exposures that have already been standardized in this way while the medians and IQRs are not given. This further protects identifiability of the spatial locations used in the analysis. File format: R workspace file. Metadata (including data dictionary) • y: Vector of binary responses (1: preterm birth, 0: control) • x: Matrix of covariates; one row for each simulated individual • z: Matrix of standardized pollution exposures • n: Number of simulated individuals • m: Number of exposure time periods (e.g., weeks of pregnancy) • p: Number of columns in the covariate design matrix • alpha_true: Vector of “true” critical window locations/magnitudes (i.e., the ground truth that we want to estimate). This dataset is associated with the following publication: Warren, J., W. Kong, T. Luben, and H. Chang. Critical Window Variable Selection: Estimating the Impact of Air Pollution on Very Preterm Birth. Biostatistics. Oxford University Press, OXFORD, UK, 1-30, (2019).

This dataset presents the total number of certificates issued by year and certificate type. It includes various certificate categories such as GCC certificates, Arab certificates of origin, and free zone certificates. The data is structured by year and certificate type, allowing insights into trends in certificate issuance over time.

This helps to understand trade certification patterns and the dynamics of economic activities involving small and medium-sized enterprises.

Qatar Chamber issues five primary types of certificates of origin:

General Certificate (used for exports to countries with no preferential or customs agreements)

GCC Certificate (for exports to Gulf Cooperation Council countries, including local content details)

Arab Certificate (aligned with the trade facilitation agreement among Arab countries)

Preferential Certificate (for exports to countries with free trade agreements with Qatar)

Bilateral Agreement Certificate (issued under specific agreements with individual countries)

It’s important to note that these figures represent a subset of Qatar’s total exports—specifically those requiring a certificate of origin. In contrast, the National Statistics Center publishes comprehensive export data based on customs declarations from the General Authority of Customs. That data reflects all national exports, including oil, gas, non-oil, and re-exports, and is classified using the Harmonized System (HS) Code, country, value, quantity, and type of export.

Therefore, while this dataset provides valuable insights into private sector export documentation and related economic trends, it complements rather than replaces the broader and more comprehensive national export statistics.

The Ministry of Economic Affairs Intellectual Property Office provides three types of patent announcement and certification statistics for both domestic and foreign individuals for reference.

Provide statistics on the issuance of police criminal record certificates by police agencies nationwide (by agency, year, and total).

Certificate Data Extraction

## Overview

Certificate Data Extraction is a dataset for object detection tasks - it contains Words annotations for 232 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [Public Domain license](https://creativecommons.org/licenses/Public Domain).

This table is extracted from the database of the Intellectual Property Office of the Ministry of Economic Affairs, and provides statistical data on patent applications, announcements, and certifications for reference by the public.

Statistics on the number of certificates and restrictions issued by civil servants

Indonesia Number of Certificate: New: USA data was reported at 176.000 Unit in 2017. This records an increase from the previous number of 108.000 Unit for 2016. Indonesia Number of Certificate: New: USA data is updated yearly, averaging 220.500 Unit from Dec 2009 (Median) to 2017, with 8 observations. The data reached an all-time high of 419.000 Unit in 2009 and a record low of 108.000 Unit in 2016. Indonesia Number of Certificate: New: USA data remains active status in CEIC and is reported by Directorate General of Resources and Equipment of Post and Information Technology. The data is categorized under Indonesia Premium Database’s Transport and Telecommunication Sector – Table ID.TE009: Telecommunication Statistics: Certificate of Tools and Equipment: by Country.

Statistics of preparing certificates and restrictions issued electronically by embassies

This table provides statistical data on three types of patent announcement and certification cases by nationality, provided by the Intellectual Property Office of the Ministry of Economic Affairs for reference.