A List Certification includes the names of eligible candidates on an Active Civil Service List that has been established. The Certification may contain part of a list, the whole list, or multiple lists at the request of an appointing agency, to fill vacancies and/or replace provisionals. Eligible candidates on a Certification may be considered for probable appointment at the appointing Agency. For more information visit DCAS’ “Work for the City” webpage at: https://www1.nyc.gov/site/dcas/employment/take-an-exam.page

Professional Certification Programs

A Database of Accreditations and Certifications in Professional Fields

By [source]

About this dataset

This dataset is brimming with knowledge on certifications and accreditations tailored to the work-seeking community. We are here to bring these resources closer so that job seekers can easily access resumes written by experienced professionals in fields like special education, foreign language teaching, technical training, and sport management. Every entry in this dataset comes with a unique identifier - allowing users to effortlessly browse certifications that reflect their employable qualities. With an array of magnified expert qualifications ranging from international organizations to renowned institutions, let this database be your go-to when optimizing your professional resume content!

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How to use the dataset

This dataset contains a list of certifications and accreditations related to professional fields, including special education, foreign language teaching, technical training, and sport management. It is a great resource for job seekers interested in finding resumes written by experienced professionals in these fields.

To use this dataset effectively, here are some steps you can take: - Examine the columns – ÿþ# and**ÿþ# – available within the dataset to get an understanding of what information is available for each certification or accreditation entry listed. - Read through the descriptions provided for each certification or accreditation entry to gain an understanding of each program’s specifics and relevance to your career field (if applicable). - Use the information gleaned from an individual entry’s description as well as other supporting data (like year of issue/release or last updated date) to determine which particular credentials would be most beneficial for furthering your career goals or job searches with professional and/or educational organizations relevant to your interests.
- Using this knowledge targeted towards you interests has been best covered through a resume writing service with qualifications in that field - ideally one that is familiar with trends related specifically to the applicable certification/accreditation program(s) associated with your desired position(s)

Research Ideas

• The dataset can be used to provide job seekers with personalized recommendations for qualified professionals that hold a specific certification or accreditation in their particular field of interest.
• It can be used to create an online interactive resource guide that showcases the different certifications and accreditations by using visualizations such as graphs, maps, and infographics.
• Employers can use this data to advertise job opportunities that require specialized certifications or accreditations not commonly found in their industry or local talent pool

Acknowledgements

If you use this dataset in your research, please credit the original authors. Data Source

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: batch_analysis_export.utf-16 (57).csv | Column name | Description | |:--------------|:--------------------------------------------------------------------| | ÿþ# | Unique identifier for each certification or accreditation (String). |

Acknowledgements

If you use this dataset in your research, please credit the original authors. If you use this dataset in your research, please credit .

A Civil Service List consists of all candidates who passed an exam, ranked in score order. An established list is considered active for no less than one year and no more than four years from the date of establishment. For more information visit DCAS’ “Work for the City” webpage at: https://www1.nyc.gov/site/dcas/employment/take-an-exam.page

State workforce agencies submit performance data on WOTC certification activities to ETA through the quarterly electronic submission of ETA Form 9058 via the web-based Tax Credit Reporting System (TCRS) of the Enterprise Business Services System (EBSS). ETA 9058 - Report 1- WOTC Certification Workload and Characteristics of Certified Individuals Form, provides state workforce agencies with a standardized e-reporting format to accurately report program activities and outcomes (e.g., certifications, denials, total workload, etc.). Data is aggregated by State.

Locations of notary certification centers 2018-2023

This dataset provides the raw anonymised (quantitative) data from the EDSA demand analysis. This data has been gathered from surveys performed with those who identify as data scientists and manages of data scientists in different sectors across Europe. The coverage of the data includes level of current expertise of the individual or team (data scientist and manager respectively) in eight key areas. The dataset also includes the importance of the eight key areas as capabilities of a data scientist. Further the dataset includes a breakdown of key tools, technologies and training delivery methods required to enhance the skill set of data scientists across Europe. The EDSA dashboard provides an interactive view of this dataset and demonstrates how it is being used within the project. The dataset forms part of the European Data Science Academy (EDSA) project which received funding from the European Unions's Horizon 2020 research and innovation programme under grant agreement No 643937. This three year project ran/runs from February 2015 to January 2018. Important note on privacy: This dataset has been collected and made available in a pseudo anonymous way, as agreed by participants. This means that while each record represents a person, no sensitive identifiable information, such as name, email or affiliation is available (we don't even collect it). Pseudo anonymisation is never full proof, however the projects privacy impact assessment has concluded that the risk resulting from the de-anonymisation of the data is extremely low. It should be noted that data is not included of participants who did not explicitly agree that it could be shared pseudo anonymously (this was due to a change of terms after the survey had started gathering responses, meaning any early responses had come from people who didn't see this clause). If you have any concerns please contact the data publisher via the links below.

Content

The City’s certification programs, including the Minority and Women-owned Business Enterprise (M/WBE) Program, the Emerging Business Enterprise (EBE) Program and the Locally-based Business Enterprise (LBE) Program certify, promote, and foster the growth of the City’s minority and women-owned businesses and eligible small construction and construction-related businesses. Companies that become certified obtain greater access to and information about contracting opportunities, receive technical assistance to better compete for those opportunities, and benefit from inclusion in the City’s Online Directory of Certified Firms. This list contains detailed information on certified companies, including a brief description of their work history, contact information, and detailed information about what the companies sell. This data is up to date as of the date reflected in the "About" tab of this dataset.

Context

This is a dataset hosted by the City of New York. The city has an open data platform found here and they update their information according the amount of data that is brought in. Explore New York City using Kaggle and all of the data sources available through the City of New York organization page!

• Update Frequency: This dataset is updated weekly.

Acknowledgements

This dataset is maintained using Socrata's API and Kaggle's API. Socrata has assisted countless organizations with hosting their open data and has been an integral part of the process of bringing more data to the public.

Photo by Nathan Dumlao on Unsplash

The dataset includes a comprehensive list of contractor licenses that have been issued to businesses for the purpose of contractor registry assessment and remediation within New York State. Contractor Registry establishes a requirement that contractors register with the Bureau of Public Work and Prevailing Wage Enforcement prior to bidding on public work projects or commencing work on a private covered project that is subject to the prevailing wage.

List of buildings subject to Certification of No Harassment (CONH) Pilot Program. Data is current as of the update date shown below. To see the latest status of a building, visit HPD Online at https://www1.nyc.gov/site/hpd/about/hpdonline.page.

The number and names of the attestation centers for the notary public for the last three years

A Certificate of Occupancy (CO) states a building’s legal use and/or type of permitted occupancy. New buildings must have a CO, and existing buildings must have a current or amended CO when there is a change in use, egress or type of occupancy. No one may legally occupy a building until the Department has issued a Certificate of Occupancy or Temporary Certificate of Occupancy. The Department issues a final Certificate of Occupancy when the completed work matches the submitted plans for new buildings or major alterations. It issues a Letter of Completion for minor alterations to properties. These documents confirm the work complies with all applicable laws, all paperwork has been completed, all fees owed to the Department have been paid, all relevant violations have been resolved and all necessary approvals have been received from other City Agencies.

This dataset contains all Certificates of Occupancy issued since 7/12/12.

This is the cleaned dataset for Google data Analytics: Case Study 1 Capstone project, Initially the dataset had 5485394 rows after the deletion of bad data's, unwanted rows and empty cells (Cleaning phase) the data set is now reduced to 4233659 rows the dataset is now clean and it is ready for analysis.

This dataset is a list of pesticide applicators currently certified by New York State Department of Environmental Conservation (DEC) in the various categories of individual certification (6NYCRR Part 325). It includes certificate number, name, DEC region, expiration date, applicator type and category.

To strengthen and sustain the government's open data policy, and to enhance data quality and value-added applications, the government is hosting the Open Data Awards for the years 2018-2024. The awards include the "Gold Award for Open Data" and the "Popular Open Data Award," which encourage government agencies to optimize their open data operations through certification and public participation mechanisms. Lists of agencies that have received awards in previous years are provided.

The dataset used for my personal attempt at Google's Data Analytics Certification Course - Cyclistic case study.

The data takes a 12-month snapshot between the period of 2022-04 to 2023-03 of a bikesharing company's trip data from the city of Chicago.

Part 139 Airport Design Operations And Certification

The Division of Building Standards and Codes administers the mandatory statewide Uniform Fire Prevention and Building Code (Uniform Code) and State Energy Conservation Construction Code (Energy Code). The Division provides technical assistance, administers variances, delivers educational courses, oversees the enforcement practices of local governments and serves as secretariat to the State Fire Prevention and Building Code Council. The Division program was created by Chapter 707 of the Laws of 1981. The New York Legislature enacted Article 18 of the Executive Law, directing the formulation of a Uniform Fire Prevention and Building Code (Uniform Code). The Uniform Code is designed to cover new construction, building rehabilitation, fire safety, and housing maintenance.

This dataset provides a listing of certifications issued by the Division of Building Standards and Codes for Code Enforcement Officials and Building Safety Inspectors that are currently active based on records received and maintained by the division.

B Corporation Impact Data

Social and environmental impact data of Certified B Corporations worldwide

By B Lab [source]

About this dataset

The Certified B Corporations Impact Data dataset provides valuable information on the social and environmental impact of certified B Corporations worldwide. B Corps are businesses that meet high standards of verified performance, accountability, and transparency in areas such as employee benefits, charitable giving, supply chain practices, and input materials. This certification signifies a commitment to an inclusive, equitable, and regenerative economy.

The dataset includes data from over 5,000 certified B Corps located across various industries around the world. It offers insights into the impact these companies have on society and the environment. The data is derived from the comprehensive B Impact Assessment which measures a company's entire social and environmental performance.

This dataset is a valuable resource for analyzing and understanding how B Corps contribute to positive change in business practices. Whether you're interested in researching sustainability efforts or evaluating companies' societal contributions, this dataset provides detailed information on various impact topics such as governance practices, community engagement, employee well-being, energy efficiency, waste management initiatives, diversity initiatives among others.

By examining this data set researchers will be able to explore each individual Impact Area's subtopics known as Impact Topics and identify patterns or trends within specific industries or geographical regions.

It is important to note that changes have been made to this version of the dataset based on user feedback. For instance decertified companies have been added to allow continued research on companies that were once certified but are no longer active participants in the program.

To facilitate analysis using this dataset effectively it may be helpful for analysts/researchers/scholars/individuals explore a sample B Impact Report provided by bcorporation.net/certification as well familiarize themselves with our hierarchy per question structure starting with questions falling under an respective impact area section eventually specifics can classify those questions into more granular impact topics. Please note that while we provide scores for all Certified B Corps within these Impact Topics/areas unfortunately access to company-specific answers for each question is not disclosed.

In conclusion, this dataset serves as a valuable resource for understanding the impact of B Corps on society and the environment. It enables researchers, analysts, and individuals interested in sustainable business practices to explore and analyze the performance of certified B Corporations across various impact areas and topics

How to use the dataset

How to Use This Dataset:

• Understand Certified B Corporations: Familiarize yourself with the concept of Certified B Corporations and their mission. Visit the B Corporation website to learn more about what it means to be a certified B Corp.

• Explore Data Columns: Review the available data columns in the dataset provided. Each column contains specific information related to impact areas, topics, and individual questions.

• Analyze Impact Areas: Impact areas represent broad categories that encompass various impact topics. Begin by examining the different impact areas in order to gain an overview of the diverse areas in which B Corps have demonstrated their social and environmental performance.

• Review Impact Topics: Dive deeper into each impact area by exploring the associated impact topics within them. These topics provide detailed insights into specific aspects of a company's operations, such as employee benefits, supply chain practices, environmental stewardship, community engagement, governance practices, etc.

• Evaluate Scores: The dataset includes scores for each certified B Corp within each impact topic and area but does not provide individual company answers or responses. Assess these scores carefully as they reflect how well organizations are performing in different dimensions of their social and environmental responsibilities.

• Identify Trends & Patterns: Utilize data visualization techniques or statistical analysis methods to identify trends or patterns across companies within specific industries or geographic regions based on their scores for different impact areas/topics.

• Compare Companies: Compare selected companies' scores with others that operate within similar sectors or regions; this can help identify indust...

The Ausitn Small and Minority Business Resources' Certification Division maintains certification for minority-owned, women-owned, and disadvantage businesses. This data represents firms that held certification during the fiscal year, including firms whose term ended during the timeframe. City of Austin Open Data Terms of Use https://data.austintexas.gov/stories/s/ranj-cccq

Certified businesses enterprises in the District of Columbia as identified by the DC Department of Small and Local Business. A Certified Business Enterprise (CBE) is a business that is headquartered in the District of Columbia and has been certified by the Department of Small and Local Business Development (DSLBD). Businesses with CBE certification receive preferred procurement and contracting opportunities.