Context:

Pubs, or public houses, are popular traditional British gathering places where alcohol and food is served.

Content:

This dataset includes information on 51,566 pubs. This dataset contains the following columns:

• fsa_id (int): Food Standard Agency's ID for this pub.
• name (string)L Name of the pub
• address (string): Address fields separated by commas.
• postcode (string): Postcode of the pub.
• easting (int)
• northing (int)
• latitude (decimal)
• longitude (decimal)
• local_authority (string): Local authority this pub falls under.

Acknowledgements:

The data was derived from the Food Standard Agency's Food Hygiene Ratings and the ONS Postcode Directory. The data is licensed under the Open Government Licence. (See the included .html file.)

Inspiration:

You could use this data as the basis for a real-life travelling salesman problem and plan the world’s longest pub crawl.

Comprehensive dataset containing 38,643 verified Pub businesses in United Kingdom with complete contact information, ratings, reviews, and location data.

Context

UK pubs as open data, including pub name, address, position and local authority.

Content

• fsa_id
• name
• address
• postcode
• easting
• northing
• latitude
• longitude
• local_authority

fsa_id is the FSA's ID for the premises and allows you to link the pub to their Food Hygiene Ratings.

Acknowledgements

For latest version and documentation see the Open Pubs homepage.

Derived from the Food Standard Agency Food Hygiene Ratings database and licensed under their terms and conditions.

Local Authority field derived from the ONS Postcode Directory licensed under the OGL.

• Contains OS data © Crown copyright and database right 2016
• Contains Royal Mail data © Royal Mail copyright and database right 2016
• Contains National Statistics data © Crown copyright and database right 2016

Published and maintained by GetTheData.

Inspiration

Create mashups with other geocoded open datasets: Pubs/Bus Stop Mashup

Optimise pubcrawls: World's longest pub crawl: Maths team plots route between 25,000 UK boozers

Comprehensive dataset containing 137 verified Pub businesses in BA with complete contact information, ratings, reviews, and location data.

.PUB Whois Database, discover comprehensive ownership details, registration dates, and more for .PUB TLD with Whois Data Center.

Dataset from PUB, Singapore's national water agency. For more information, visit https://data.gov.sg/datasets/d_31333fa5cf0834f012d840365b336610/view

Comprehensive dataset containing 301 verified Pub businesses in RS with complete contact information, ratings, reviews, and location data.

Data obtained from computational DFT calculations on Hexagonal PuB is provided. Available data include crystal structure, bandgap energy, stability, density of states, and calculation input/output files.

View metadata for key information about this dataset.The database includes City-owned and non City-owned buildings and also identifies sites that have received Capital Program funding to support the use or maintenance of the facility or property by the City. Facilities include, but are not limited to: administrative or multi-purpose buildings, athletic fields, airfields and airport buildings, bridges, ball courts, fire stations, health centers, libraries, museums, plazas, parks and park buildings, playground equipment, piers, police stations, pools, recreation centers and buildings, radio towers, water and waste water facilities, etc.For questions about this dataset, contact richard.quodomine@phila.gov. For technical assistance, email maps@phila.gov.

The Consumer Price Indexes (CPI) program produces monthly data on changes in the prices paid by urban consumers for a representative basket of goods and services. More information and details about the data provided can be found at http://www.bls.gov/cpi

This composition appears in the B-Pu region of phase space. It's relative stability is shown in the B-Pu phase diagram (left). The relative stability of all other phases at this composition (and the combination of other stable phases, if no compound at this composition is stable) is shown in the relative stability plot (right)

BPu is Halite, Rock Salt structured and crystallizes in the cubic Fm-3m space group. The structure is three-dimensional. Pu3+ is bonded to six equivalent B3- atoms to form a mixture of corner and edge-sharing PuB6 octahedra. The corner-sharing octahedral tilt angles are 0°. All Pu–B bond lengths are 2.58 Å. B3- is bonded to six equivalent Pu3+ atoms to form a mixture of corner and edge-sharing BPu6 octahedra. The corner-sharing octahedral tilt angles are 0°.

Data obtained from computational DFT calculations on Tetragonal PuB is provided. Available data include crystal structure, bandgap energy, stability, density of states, and calculation input/output files.

Comprehensive dataset containing 80 verified Pub businesses in ME with complete contact information, ratings, reviews, and location data.

All 311 Service Requests from 2010 to present. This information is automatically updated daily.

Click here to download data from 2011 - https://data.cityofnewyork.us/dataset/311-Service-Requests-From-2011/fpz8-jqf4

Click here to download data from 2012 - https://data.cityofnewyork.us/dataset/311-Service-Requests-From-2012/as38-8eb5

Click here to download data from 2013 - https://data.cityofnewyork.us/dataset/311-Service-Requests-From-2013/hybb-af8n

Click here to download data from 2014 - https://data.cityofnewyork.us/dataset/311-Service-Requests-From-2014/vtzg-7562

Click here to download data from 2015 - https://data.cityofnewyork.us/dataset/311-Service-Requests-From-2015/57g5-etyj

Mortality experience data from 2009 through 2013 on public pension plans in the United States

Korea CI Sales: Pub: News data was reported at 2,720,323.000 KRW mn in 2015. This records a decrease from the previous number of 2,756,456.000 KRW mn for 2014. Korea CI Sales: Pub: News data is updated yearly, averaging 2,773,139.500 KRW mn from Dec 2004 (Median) to 2015, with 12 observations. The data reached an all-time high of 3,279,487.000 KRW mn in 2007 and a record low of 2,552,125.000 KRW mn in 2004. Korea CI Sales: Pub: News data remains active status in CEIC and is reported by Korea Creative Content Agency. The data is categorized under Global Database’s South Korea – Table KR.H087: Contents Industry Sales: by Industry.

PubDigest can be found at: https://github.com/dansteiert/PubDigest Background: In the modern era, the growth of scientific literature presents a daunting challenge for researchers to keep informed of advancements across multiple disciplines. Objective: We apply natural language processing (NLP) to design a software tool that combs PubMed literature, aiming to pinpoint potential drugs that could be repurposed. Methods: Using NLP, especially term associations through word embeddings, we explored unrecognized relationships between drugs and diseases. To illustrate the utility of this software, we focused on chronic thromboembolic pulmonary hypertension (CTEPH), a rare disease with limited numbers of scientific publications. Results: Our literature analysis identified key clinical features linked to CTEPH using term frequency-inverse document frequency (TF-IDF), a technique measuring a term's significance in a text corpus. This allowed us to map related diseases. One standout was venous thrombosis (VT), which showed strong textual links with CTEPH. Looking deeper, we discovered potential drugs for CTEPH by analyzing literature on both CTEPH and VT. An intriguing find were benzofuran-derivatives, particularly amiodarone, which displayed potential anti-thrombotic properties. In vitro tests confirmed its ability to reduce platelet aggregation significantly by 68% (p=0.018). However, real-world clinical data indicated that CTEPH patients on amiodarone faced a significant 15.9% higher mortality risk (p < 0.001). Conclusion: While NLP offers an innovative approach to interpret scientific literature, especially for drug repurposing, it's crucial to tread with caution. Our exploration with benzofuran-derivatives and CTEPH underscores this point. Thus, blending NLP with hands-on experiments and clinical trials can pave the way for safer drug repurposing, especially for rare diseases like CTEPH.

Data obtained from computational DFT calculations on Cubic PuB is provided. Available data include crystal structure, bandgap energy, stability, density of states, and calculation input/output files. This structure was obtained from ICSD (Collection code = 43661)

Korea CI Sales: Pub: Magazines data was reported at 1,054,958.000 KRW mn in 2015. This records a decrease from the previous number of 1,069,632.000 KRW mn for 2014. Korea CI Sales: Pub: Magazines data is updated yearly, averaging 1,074,911.000 KRW mn from Dec 2004 (Median) to 2015, with 12 observations. The data reached an all-time high of 1,161,977.000 KRW mn in 2007 and a record low of 834,440.000 KRW mn in 2004. Korea CI Sales: Pub: Magazines data remains active status in CEIC and is reported by Korea Creative Content Agency. The data is categorized under Global Database’s South Korea – Table KR.H087: Contents Industry Sales: by Industry.