This link will take you to the site where you can create an account to access Pittsburgh Regional Transit's real time arrival information. To request access to Pittsburgh Regional Transit's real-time API, login or create an account at http://truetime.portauthority.org. Once you log in, go to "My Account", under "Developer API", click the link to request access.

OpenWeb Ninja's Google Images Data (Google SERP Data) API provides real-time image search capabilities for images sourced from all public sources on the web.

The API enables you to search and access more than 100 billion images from across the web including advanced filtering capabilities as supported by Google Advanced Image Search. The API provides Google Images Data (Google SERP Data) including details such as image URL, title, size information, thumbnail, source information, and more data points. The API supports advanced filtering and options such as file type, image color, usage rights, creation time, and more. In addition, any Advanced Google Search operators can be used with the API.

OpenWeb Ninja's Google Images Data & Google SERP Data API common use cases:

• Creative Media Production: Enhance digital content with a vast array of real-time images, ensuring engaging and brand-aligned visuals for blogs, social media, and advertising.

• AI Model Enhancement: Train and refine AI models with diverse, annotated images, improving object recognition and image classification accuracy.

• Trend Analysis: Identify emerging market trends and consumer preferences through real-time visual data, enabling proactive business decisions.

• Innovative Product Design: Inspire product innovation by exploring current design trends and competitor products, ensuring market-relevant offerings.

• Advanced Search Optimization: Improve search engines and applications with enriched image datasets, providing users with accurate, relevant, and visually appealing search results.

OpenWeb Ninja's Annotated Imagery Data & Google SERP Data Stats & Capabilities:

• 100B+ Images: Access an extensive database of over 100 billion images.

• Images Data from all Public Sources (Google SERP Data): Benefit from a comprehensive aggregation of image data from various public websites, ensuring a wide range of sources and perspectives.

• Extensive Search and Filtering Capabilities: Utilize advanced search operators and filters to refine image searches by file type, color, usage rights, creation time, and more, making it easy to find exactly what you need.

• Rich Data Points: Each image comes with more than 10 data points, including URL, title (annotation), size information, thumbnail, and source information, providing a detailed context for each image.

The OS Linked Identifiers API allows you to access the valuable relationships between properties, streets and OS MasterMap identifiers (TOIDs). Benefit from the valuable relationship found in OS Premium products. Link together datasets that are using different identifiers; for example, linking a property address (UPRN) to the street that it’s on (USRN). The OS Linked Identifiers API allows users to access the valuable relationships between properties, streets and OS MasterMap identifiers for free. An identifier is a unique reference assigned to a specific thing, so when you are talking to someone else you can use it to ensure you're talking about the same thing. They are used all the time, such as telephone numbers, postcodes and customer reference numbers. OS is striving to make its identifiers more accessible and useful for its customers. The OS Linked Identifiers API takes this further by enabling the linking together of datasets that are using different identifiers; for example, linking a property address (UPRN - Unique Property Reference Number) to the street that it is on (USRN - Unique Street Reference Number).

Success.ai’s Small Business Contact Data API provides a comprehensive and highly accurate dataset tailored for organizations seeking to connect with small business owners and decision-makers worldwide. Covering diverse industries, this API grants instant access to over 700 million verified global profiles, enabling you to identify niche market opportunities and engage with highly targeted audiences.

With continuously updated, AI-validated data, you can confidently execute personalized outreach strategies that resonate with small business professionals. Supported by our Best Price Guarantee, the Small Business Contact Data API is the perfect solution for scaling your marketing, sales, and business development initiatives efficiently and effectively.

Why Choose Success.ai’s Small Business Contact Data API?

1. Verified Global Profiles for Precise Targeting

   • Access verified work emails, phone numbers, and LinkedIn profiles of small business owners and decision-makers.
   • AI-driven validation ensures 99% accuracy, reducing communication inefficiencies and increasing engagement rates.

2. Comprehensive Coverage of Niche Markets

   • Includes small business professionals across various regions, industries, and roles.
   • Leverage data to discover emerging niches, underserved segments, and high-growth opportunities globally.

3. Continuously Updated and Real-Time Data

   • Receive ongoing updates that keep your CRM or marketing platforms enriched with the latest and most relevant small business contact information.
   • Adapt swiftly to changing market conditions, product launches, or strategic shifts, ensuring your outreach remains timely and impactful.

4. Ethical and Compliant

   • Fully adheres to GDPR, CCPA, and other global data privacy regulations, ensuring responsible and lawful data usage for all campaigns.

Data Highlights:

• 700M+ Verified Global Profiles: Connect with small business owners, partners, and decision-makers anywhere in the world.
• Industry and Geographic Filters: Segment targets by region, industry, or company size for laser-focused outreach efforts.
• Work Emails and Phone Numbers: Ensure direct communication with the right individuals, improving conversion and response rates.
• Actionable Insights: Understand professional histories, areas of expertise, and operational scopes for more effective engagement.

Key Features of the Small Business Contact Data API:

1. Instant Contact Data Enrichment

   • Enhance existing CRM records with verified small business contact data, refining targeting and enabling more personalized outreach.
   • Save time and resources by automating data enrichment workflows and eliminating manual updates.

2. Powerful Filtering and Query Capabilities

   • Query the API to refine results based on industry focus, company size, location, or job function.
   • Identify the most relevant prospects aligned with your product offerings, market strategies, or partnership goals.

3. Real-Time Data Validation and Updates

   • Rely on continuously refreshed data to ensure your contact lists remain current and actionable.
   • Minimize outdated leads and wasted outreach, focusing on high-potential prospects with the greatest likelihood of conversion.

4. AI-Driven Reliability

   • Benefit from AI-driven verification for consistently high-quality data, guiding better decision-making and improving outreach performance.

Strategic Use Cases:

1. Sales and Lead Generation

   • Empower your sales teams with fresh, accurate contact data to connect with small business owners more efficiently.
   • Improve lead quality and segmentation to focus on promising prospects aligned with your ICP (Ideal Customer Profile).

2. Marketing Campaigns and ABM Efforts

   • Refine account-based marketing strategies by targeting specific small business segments, enabling hyper-personalized campaigns.
   • Increase engagement and conversion rates by delivering relevant messages to the right audiences.

3. Partnership Development and Supplier Outreach

   • Identify and connect with small businesses that complement your offerings or need your services.
   • Build alliances that drive mutual growth, expand market reach, and strengthen competitive positioning.

4. Recruitment and Talent Acquisition

   • Access verified contacts within small businesses seeking skilled professionals or exploring growth opportunities.
   • Streamline recruitment workflows and ensure you’re connecting with potential candidates or HR decision-makers efficiently.

Why Choose Success.ai?

1. Best Price Guarantee

   • Access premium-quality small business contact data at unbeatable prices, ensuring strong ROI for your outreach efforts.

2. Seamless Integration

   • Easily incorporate the API into existing workflows, CRM systems, or marketing platforms, eliminating data silos and manual imports.

...

ProgrammableWeb Dataset

Overview

This dataset contains structured information about APIs, mashups, and categories from ProgrammableWeb, one of the most comprehensive directories of web APIs. The data has been extracted from a MySQL database and converted into CSV format for easy use in data analysis and machine learning applications.

Dataset Contents

The dataset is composed of multiple CSV files, each representing a different aspect of the API ecosystem:

1. Category.csv

Contains information about API categories. - ID: Unique identifier for the category. - Name: Name of the category. - PwURL: ProgrammableWeb URL for the category. - Amount: Count of APIs in this category (approximate).

2. ApiSketch.csv

Stores basic details about APIs before full data retrieval. - Name: API name. - PwURL: API URL on ProgrammableWeb. - Description: Short API description. - CategoryName: Primary category of the API. - CategoryURL: URL of the category. - SubmitDate: Date the API was submitted.

3. ApiBasic.csv

Contains detailed information about APIs. - ID: Unique API identifier. - Name: API name. - PwURL: API URL. - Provider: API provider. - ProviderURL: API provider's website. - PorHomePage: API portal/homepage. - Endpoint: API endpoint. - Version: API version. - Type: API type (1-Browser, 2-Product, 3-Standard, 4-System/Embedded, 5-Web/Internet). - ArchStyle: Architectural style (1-Indirect, 2-Native/Browser, 3-Push/Streaming, 4-REST, 5-RPC). - IsDeviceSpec: Whether the API is device-specific (0-False, 1-True). - Scope: API scope (1-Metaservice API, 2-Microservice API, 3-Single Purpose API). - Description: Detailed API description.

4. ApiAddition.csv

Includes API metadata and support information. - ID: API ID. - DocsHomePage: Documentation URL. - TwitterURL: Twitter support URL. - SupEmail: Support email. - Forum: API forum/message boards. - ConsoleURL: Interactive console URL. - TermURL: Terms of service URL. - DescFileURL: API description file URL. - DescFileType: File type (e.g., Swagger, RAML, WSDL). - IsNonPrptry: Whether the API is non-proprietary (0-False, 1-True). - LiceType: License type. - IsSslSup: SSL support (0-False, 1-True). - AuthModel: Authentication model. - ReqFmt: Supported response formats. - IsHyperApi: Hypermedia API flag (0-False, 1-True). - IsRstctAces: Restricted access (0-False, 1-True). - IsUnofficial: Whether it's an unofficial API (0-False, 1-True).

5. ApiCate.csv

Maps APIs to their respective categories. - ApiID: API ID. - CateID: Category ID. - IsPri: Whether it’s the primary category (0-False, 1-True).

6. MashupSketch.csv

Stores basic details about mashups. - Name: Mashup name. - PwURL: Mashup URL. - Description: Short description. - CategoryName: Primary category. - CategoryURL: Category URL. - SubmitDate: Submission date.

7. Mashup.csv

Detailed information about mashups. - ID: Unique mashup ID. - Name: Mashup name. - PwURL: Mashup URL. - Company: Company associated with the mashup. - URL: Direct link to the mashup. - Description: Detailed description. - Type: Type (1-Web, 2-Mobile, 3-Desktop, 4-Other).

8. MashupCate.csv

Maps mashups to categories. - MashupID: Mashup ID. - CateID: Category ID. - IsPri: Whether it’s the primary category (0-False, 1-True).

9. MashupApi.csv

Maps mashups to the APIs they use. - MashupID: Mashup ID. - ApiID: API ID.

Usage

• This dataset is ideal for research on API usage trends, category distributions, and mashup compositions.
• It can be used to study API popularity, analyze technological trends, or build recommendation systems for developers looking for APIs.

Acknowledgments

Data sourced from ProgrammableWeb.

Due to unforeseen circumstances, this service is temporarily out of order. We are sorry for the trouble this may cause you. We are working hard to restore the service as soon as possible, but we cannot provide an estimated time of resolution at the moment.Network operations traffic data from Main Roads Western Australia from 01 January 2013. The data from this API includes data collected on the Perth Metropolitan State Road Network (PMSRN) at 15 minute intervals. The network operations traffic data provided here is of variable quality and has not been checked, quality assured or manually corrected. An automated process is used to patch over missing or suspect data with the most representative data available within the database. Patches may be reapplied as new data becomes available and patched data may change over time. Note that you are accessing this data pursuant to a Creative Commons (Attribution) Licence which has a disclaimer of warranties and limitation of liability. You accept that the data provided pursuant to the Licence is subject to changes. Pursuant to section 3 of the Licence you are provided with the following notice to be included when you Share the Licenced Material: “The Commissioner of Main Roads is the creator and owner of the data and Licenced Material, which is accessed pursuant to a Creative Commons (Attribution) Licence, which has a disclaimer of warranties and limitation of liability.” Instructions and documentation for using this API: Links Reporting Links: publicirisservices.mainroads.wa.gov.au/RoadNetworkPerformanceService/api/ReportingLinks Link Data: publicirisservices.mainroads.wa.gov.au/RoadNetworkPerformanceService/api/LinkData?linkdatadate=2017-9-1

Ensure the success of your email campaigns with Success.ai’s Email Address Data API. Connect with over 700 million professionals globally, accessing verified email addresses. This API supports real-time data updates, guaranteeing high deliverability and engagement rates for your outreach efforts.

The Linked Web APIs dataset (http://linked-web-apis.fit.cvut.cz/) is a Linked Data dataset with semantic descriptions about Web APIs. It contains over 11,339 of Web APIs descriptions, 7,415 mashups and almost 7,717 mashup developers' profiles.These are the results from a survey executed on the usefulness of the dataset.

WONDER online databases include county-level Compressed Mortality (death certificates) since 1979; county-level Multiple Cause of Death (death certificates) since 1999; county-level Natality (birth certificates) since 1995; county-level Linked Birth / Death records (linked birth-death certificates) since 1995; state & large metro-level United States Cancer Statistics mortality (death certificates) since 1999; state & large metro-level United States Cancer Statistics incidence (cancer registry cases) since 1999; state and metro-level Online Tuberculosis Information System (TB case reports) since 1993; state-level Sexually Transmitted Disease Morbidity (case reports) since 1984; state-level Vaccine Adverse Event Reporting system (adverse reaction case reports) since 1990; county-level population estimates since 1970. The WONDER web server also hosts the Data2010 system with state-level data for compliance with Healthy People 2010 goals since 1998; the National Notifiable Disease Surveillance System weekly provisional case reports since 1996; the 122 Cities Mortality Reporting System weekly death reports since 1996; the Prevention Guidelines database (book in electronic format) published 1998; the Scientific Data Archives (public use data sets and documentation); and links to other online data sources on the "Topics" page.

Data was scraped from Github's API.

Columns

LOGIN: shows the user's Github login ID: user's id URL: API link to the user's profile NAME: fullname of the user COMPANY: organization the user's affiliated with BLOG: link to the user's blog site LOCATION: location where the user resides EMAIL: user's email address BIO: about the user

This dataset contains over 600 users from Lagos, Nigeria and Rwanda

Source: https://github.com/ProsperChuks/Github-Data-Ingestion/tree/main/data

Success.ai’s CEO Contact Data API empowers your organization to connect directly with top executives—CEOs, Founders, and Presidents—across industries and regions. With access to over 700 million verified global profiles, this API provides instant access to accurate, continuously updated contact details, ensuring every high-level outreach is both timely and effective.

By leveraging AI-validated accuracy and comprehensive professional data, you can confidently engage leaders who make critical decisions. Backed by our Best Price Guarantee, this solution is indispensable for executing strategic initiatives, forging influential partnerships, and accelerating your business growth.

Why Choose Success.ai’s CEO Contact Data API?

1. Verified Executive Contacts for Precision Engagement

   • Access verified work emails, phone numbers, and LinkedIn profiles of CEOs and top executives worldwide.
   • AI-driven validation ensures 99% accuracy, reducing data errors and maximizing response rates.

2. Comprehensive Global Reach

   • Includes executives from North America, Europe, Asia-Pacific, and other key markets.
   • Scale your campaigns and explore new geographic territories with the confidence that you’re reaching real decision-makers.

3. Continuously Updated and Real-Time Data

   • Receive ongoing updates that keep your CRM or marketing platforms enriched with the latest CEO contact details.
   • Adapt swiftly to evolving market conditions, product launches, or new partnership opportunities, ensuring your outreach remains impactful.

4. Ethical and Compliant

   • Fully adheres to GDPR, CCPA, and other global data privacy regulations, ensuring responsible and lawful data usage for all engagements.

Data Highlights:

• 700M+ Verified Global Profiles: Connect with top-level executives leading companies of all sizes and industries.
• AI-Validated Accuracy: Minimize bounce rates and improve engagement by reaching active, verified CEO contacts.
• Real-Time Updates: Always have the freshest data at your fingertips, no matter how fast the business landscape evolves.
• Global Coverage: Engage with influential leaders in established and emerging markets worldwide.

Key Features of the CEO Contact Data API:

1. Instant Data Enrichment

   • Enhance existing CRM records with verified CEO contact data, saving time and eliminating manual data updates.
   • Easily refine, expand, or refresh your lists to maintain a robust pipeline of strategic prospects.

2. Robust Filtering and Query Options

   • Query the API anytime to filter results by industry, region, or company size.
   • Focus on the leaders who best align with your target market, ensuring every outreach is strategic and relevant.

3. Continuous Validation and Accuracy

   • Depend on AI-driven verification to ensure your CEO contact data remains accurate and actionable.
   • Reduce wasted outreach and improve your team’s efficiency by targeting only verified, relevant contacts.

4. Scalable and Customizable Integrations

   • Seamlessly integrate the API into CRMs, marketing automation tools, or analytics platforms.
   • Tailor solutions to meet your evolving business needs as your priorities shift or your target markets expand.

Strategic Use Cases:

1. High-Level Sales and Partnerships

   • Equip sales teams with direct access to CEO-level contacts for faster, more meaningful conversations.
   • Identify and connect with key decision-makers to close high-value deals and foster long-term partnerships.

2. Executive-Level Marketing Campaigns

   • Launch targeted ABM (Account-Based Marketing) strategies by focusing on companies’ top executives.
   • Personalize messaging and content for maximum impact at the highest organizational tiers.

3. Market Research and Competitive Analysis

   • Leverage CEO-level insights to understand leadership changes, strategic directions, and industry trends.
   • Inform product roadmaps and market strategies based on executive perspectives and priorities.

4. Investor Relations and Funding Opportunities

   • Identify CEOs, Founders, and Presidents of startups and established firms who may be open to investment discussions.
   • Accelerate deal flow by engaging directly with leaders shaping corporate visions and value propositions.

Why Choose Success.ai?

1. Best Price Guarantee

   • Access premium-quality executive contact data at the most competitive prices, ensuring exceptional ROI for your outreach efforts.

2. Seamless Integration

   • Easily incorporate the API into existing workflows, eliminating data silos and reducing manual data management.

3. Data Accuracy with AI Validation

   • Depend on 99% accuracy to confidently guide decisions, refine targeting, and increase conversion rates.

4. Customizable and Scalable Solutions

   • Adapt datasets and filters to align with evolving business objective...

What is the Seeking Alpha API? Seeking Alpha API from RapidAPI is an API that queries stock news, market-moving, price quotes, charts, indices, analysis, and many more from investors and experts on seeking alpha stock research platform. In addition, it has a comprehensive list of endpoints for different categories of data.

Currently, the API has three pricing plans and a free subscription. It supports various programming languages, including Python, PHP, Ruby, and Javascript. This article will dig deeper into its details and see how to use this API with multiple programming languages.

How does the Seeking Alpha API work? Seeking Alpha API works using simple API logic in which It sends a request to a specific endpoint and obtains the necessary output as the response. When sending a request, it includes x-RapidAPI-key and host as authentication parameters so that the server can identify it as a valid request. In addition, the API requests body contains the optional parameters to process the request. Once the API server has received the request, it will process the request using the back-end application. Finally, the server will send back the information requested by the client in JSON format.

Target Audience for the Seeking Alpha API Financial Application Developers Financial application developers can integrate this API to attract Seeking Alphas’ audience to their financial applications. Its comprehensive list of APIs enables providing the complete Seeking Alpha experience. This API has affordable pricing plans, each endpoint requires only a few lines of code, and integration to an application is pretty straightforward. Since it supports multiple programming languages, it has widespread usability.

Stock Market Investors and learners Investors, especially those who research financial companies and the stock market, can use this to get information straight from this API. In addition, it has a free plan, and its Pro plan only costs $10. Therefore, anyone who learns about the stock market can make use of it for a low cost.

How to connect to the Seeking Alpha API Tutorial – Step by Step Step 1 – Sign up and Get a RapidAPI Account. RapidAPI is the world’s largest API marketplace which is used by more than a million developers worldwide. You can use RapidAPI to search and connect to thousands of APIs using a single SDK, API key, and Dashboard.

To create a RapidAPI account, go to rapidapi.com and click on the Sign Up icon. You can use your Google, Github, or Facebook account for Single Sign-on (SSO) or create an account manually.

OpenWeb Ninja’s Website Contacts Scraper API provides real-time access to B2B contact data directly from company websites and related public sources. The API delivers clean, structured results including B2B email data, phone number data, and social profile links, making it simple to enrich leads and build accurate company contact lists at scale.

What's included: - Emails & Phone Numbers: extract business emails and phone contacts from a website domain. - Social Profile Links: capture company accounts on LinkedIn, Facebook, Instagram, TikTok, Twitter/X, YouTube, GitHub, and Pinterest. - Domain Search: input a company website domain and get all available contact details. - Company Name Lookup: find a company’s website domain by name, then retrieve its contact data. - Comprehensive Coverage: scrape across all accessible website pages for maximum data capture.

Coverage & Scale: - 1,000+ emails and phone numbers per company website supported. - 8+ major social networks covered. - Real-time REST API for fast, reliable delivery.

Use cases: - B2B contact enrichment and CRM updates. - Targeted email marketing campaigns. - Sales prospecting and lead generation. - Digital ads audience targeting. - Marketing and sales intelligence.

With OpenWeb Ninja’s Website Contacts Scraper API, you get structured B2B email data, phone numbers, and social profiles straight from company websites - always delivered in real time via a fast and reliable API.

A set of best practices and simple approach for a read-write Linked Data architecture, based on HTTP access to web resources that describe their state using the RDF data model. @en

The free database mapping COVID-19 treatment and vaccine development based on the global scientific research is available at https://covid19-help.org/.

Files provided here are curated partial data exports in the form of .csv files or full data export as .sql script generated with pg_dump from our PostgreSQL 12 database. You can also find .png file with our ER diagram of tables in .sql file in this repository.

Structure of CSV files

*On our site, compounds are named as substances

compounds.csv

1. Id - Unique identifier in our database (unsigned integer)

2. Name - Name of the Substance/Compound (string)

3. Marketed name - The marketed name of the Substance/Compound (string)

4. Synonyms - Known synonyms (string)

5. Description - Description (HTML code)

6. Dietary sources - Dietary sources where the Substance/Compound can be found (string)

7. Dietary sources URL - Dietary sources URL (string)

8. Formula - Compound formula (HTML code)

9. Structure image URL - Url to our website with the structure image (string)

10. Status - Status of approval (string)

11. Therapeutic approach - Approach in which Substance/Compound works (string)

12. Drug status - Availability of Substance/Compound (string)

13. Additional data - Additional data in stringified JSON format with data as prescribing information and note (string)

14. General information - General information about Substance/Compound (HTML code)

references.csv

1. Id - Unique identifier in our database (unsigned integer)

2. Impact factor - Impact factor of the scientific article (string)

3. Source title - Title of the scientific article (string)

4. Source URL - URL link of the scientific article (string)

5. Tested on species - What testing model was used for the study (string)

6. Published at - Date of publication of the scientific article (Date in ISO 8601 format)

clinical-trials.csv

1. Id - Unique identifier in our database (unsigned integer)

2. Title - Title of the clinical trial study (string)

3. Acronym title - Acronym of title of the clinical trial study (string)

4. Source id - Unique identifier in the source database

5. Source id optional - Optional identifier in other databases (string)

6. Interventions - Description of interventions (string)

7. Study type - Type of the conducted study (string)

8. Study results - Has results? (string)

9. Phase - Current phase of the clinical trial (string)

10. Url - URL to clinical trial study page on clinicaltrials.gov (string)

11. Status - Status in which study currently is (string)

12. Start date - Date at which study was started (Date in ISO 8601 format)

13. Completion date - Date at which study was completed (Date in ISO 8601 format)

14. Additional data - Additional data in the form of stringified JSON with data as locations of study, study design, enrollment, age, outcome measures (string)

compound-reference-relations.csv

1. Reference id - Id of a reference in our DB (unsigned integer)

2. Compound id - Id of a substance in our DB (unsigned integer)

3. Note - Id of a substance in our DB (unsigned integer)

4. Is supporting - Is evidence supporting or contradictory (Boolean, true if supporting)

compound-clinical-trial.csv

1. Clinical trial id - Id of a clinical trial in our DB (unsigned integer)

2. Compound id - Id of a Substance/Compound in our DB (unsigned integer)

tags.csv

1. Id - Unique identifier in our database (unsigned integer)

2. Name - Name of the tag (string)

tags-entities.csv

1. Tag id - Id of a tag in our DB (unsigned integer)

2. Reference id - Id of a reference in our DB (unsigned integer)
   

API Specification

Our project also has an Open API that gives you access to our data in a format suitable for processing, particularly in JSON format.

https://covid19-help.org/api-specification

Services are split into five endpoints:

• Substances - /api/substances

• References - /api/references

• Substance-reference relations - /api/substance-reference-relations

• Clinical trials - /api/clinical-trials

• Clinical trials-substances relations - /api/clinical-trials-substances

Method of providing data

• All dates are text strings formatted in compliance with ISO 8601 as YYYY-MM-DD

• If the syntax request is incorrect (missing or incorrectly formatted parameters) an HTTP 400 Bad Request response will be returned. The body of the response may include an explanation.

• Data updated_at (used for querying changed-from) refers only to a particular entity and not its logical relations. Example: If a new substance reference relation is added, but the substance detail has not changed, this is reflected in the substance reference relation endpoint where a new entity with id and current dates in created_at and updated_at fields will be added, but in substances or references endpoint nothing has changed.

The recommended way of sequential download

• During the first download, it is possible to obtain all data by entering an old enough date in the parameter value changed-from, for example: changed-from=2020-01-01 It is important to write down the date on which the receiving the data was initiated let’s say 2020-10-20

• For repeated data downloads, it is sufficient to receive only the records in which something has changed. It can therefore be requested with the parameter changed-from=2020-10-20 (example from the previous bullet). Again, it is important to write down the date when the updates were downloaded (eg. 2020-10-20). This date will be used in the next update (refresh) of the data.

Services for entities

List of endpoint URLs:

• /api/substances

• /api/references

• /api/substance-reference-relations

• /api/clinical-trials

• /api/clinical-trials-substances

Format of the request

All endpoints have these parameters in common:

• changed-from - a parameter to return only the entities that have been modified on a given date or later.

• continue-after-id - a parameter to return only the entities that have a larger ID than specified in the parameter.

• limit - a parameter to return only the number of records specified (up to 1000). The preset number is 100.

Request example:

/api/references?changed-from=2020-01-01&continue-after-id=1&limit=100

Format of the response

The response format is the same for all endpoints.

• number_of_remaining_ids - the number of remaining entities that meet the specified criteria but are not displayed on the page. An integer of virtually unlimited size.

• entities - an array of entity details in JSON format.

Response example:

{

"number_of_remaining_ids" : 100,

"entities" : [

{

"id": 3,

"url": "https://www.ncbi.nlm.nih.gov/pubmed/32147628",

"title": "Discovering drugs to treat coronavirus disease 2019 (COVID-19).",

"impact_factor": "Discovering drugs to treat coronavirus disease 2019 (COVID-19).",

"tested_on_species": "in silico",

"publication_date": "2020-22-02",

"created_at": "2020-30-03",

"updated_at": "2020-31-03",

"deleted_at": null

},

{

"id": 4,

"url": "https://www.ncbi.nlm.nih.gov/pubmed/32157862",

"title": "CT Manifestations of Novel Coronavirus Pneumonia: A Case Report",

"impact_factor": "CT Manifestations of Novel Coronavirus Pneumonia: A Case Report",

"tested_on_species": "Patient",

"publication_date": "2020-06-03",

"created_at": "2020-30-03",

"updated_at": "2020-30-03",

"deleted_at": null

},

]

}

Endpoint details

Substances

URL: /api/substances

Substances

Global trade data of F link under 30021290000, 30021290000 global trade data, trade data of F link from 80+ Countries.

How to connect to the FAIRDOM SEEK with the collection of their APIs.

The data has been extracted from Alpha Vantage API through rapidAPI and stored in dataframe through Pandas. This is then saved in CSV format.

You can extract the data through the below code👍 .

===============================

*import requests import pandas as pd url = "https://alpha-vantage.p.rapidapi.com/query" querystring = {"interval": "5min", "function": "TIME_SERIES_INTRADAY", "symbol": "MSFT", "datatype": "json", "output_size": "compact"} headers = { "X-RapidAPI-Key": "yourrapidapikey", "X-RapidAPI-Host": "alpha-vantage.p.rapidapi.com" } response = requests.request("GET", url, headers=headers, params=querystring) response.json() def get_data(): while True:

  response = requests.request("GET", url, headers=headers, params=querystring)
  df = pd.DataFrame(response.json()['Time Series (5min)']) 
  df = df.T
  break

return df.to_csv('TimeSeries(5mins).csv')  

get_data()*

Please refer to this link for more information https://rapidapi.com/alphavantage/api/alpha-vantage.

History of Work

Here you find the History of Work resources as Linked Open Data. It enables you to look ups for HISCO and HISCAM scores for an incredible amount of occupational titles in numerous languages.

Data can be queried (obtained) via the SPARQL endpoint or via the example queries. If the Linked Open Data format is new to you, you might enjoy these data stories on History of Work as Linked Open Data and this user question on Is there a list of female occupations?.

NEW version - CHANGE notes

This version is dated Apr 2025 and is not backwards compatible with the previous version (Feb 2021). The major changes are: - incredible simplification of graph representation (from 81 to 12); - use of sdo (https://schema.org/) rather than schema (http://schema.org); - replacement of prov:wasDerivedFrom with sdo:isPartOf to link occupational titles to originating datasets; - etl files (used for conversion to Linked Data) now publicly available via https://github.com/rlzijdeman/rdf-hisco; - update of issues with language tags; - specfication of language tags for english (eg. @en-gb, instead of @en); - new preferred API: https://api.druid.datalegend.net/datasets/HistoryOfWork/historyOfWork-all-latest/sparql (old API will be deprecated at some point: https://api.druid.datalegend.net/datasets/HistoryOfWork/historyOfWork-all-latest/services/historyOfWork-all-latest/sparql ) .

There are bound to be some issues. Please leave report them here.

Figure 1. Part of model illustrating the basic relation between occupations, schema.org and HISCO. https://druid.datalegend.net/HistoryOfWork/historyOfWork-all-latest/assets/601beed0f7d371035bca5521" alt="hisco-basic">

Figure 2. Part of model illustrating the relation between occupation, provenance and HISCO auxiliary variables. https://druid.datalegend.net/HistoryOfWork/historyOfWork-all-latest/assets/601beed0f7d371035bca551e" alt="hisco-aux">

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