protein roles—in terms of their cellular functions from gene ontology—in various protein-protein interaction (PPI) graphs, with each graph corresponding to a different human tissue [41]. positional gene sets are used, motif gene sets and immunological signatures as features and gene ontology sets as labels (121 in total), collected from the Molecular Signatures Database [34]. The average graph contains 2373 nodes, with an average degree of 28.8.

Protein-Protein Interactions (PPI) dataset from the ATOM3D project. This upload includes three zipped data directories:

1. Full, unsplit dataset in LMDB format
2. Split datasets, with each in LMDB format
3. Text files containing train, validation, and test indices used to split raw dataset
4. README containing dataset details

Graph and download economic data for Producer Price Index by Commodity: All Commodities (PPIACO) from Jan 1913 to May 2025 about commodities, PPI, inflation, price index, indexes, price, and USA.

Producer Prices in the United States increased to 148.07 points in May from 147.88 points in April of 2025. This dataset provides the latest reported value for - United States Producer Prices - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

A comprehensive selection of data on input and output indices. Contains producer price indices of materials and fuels purchased and output of manufacturing industry by broad sector.

This table contains figures on the average price development of the selling prices, the import prices and the domestic consumption of industrial products with a base year of 2015=100. This data is available for both domestic and foreign sales. The products are classified based on the goods classification PRODCOM (PRODuction COMmunautaire).

Data available from January 2012 up to and including December 2023.

Status of the figures: The data for August 2023 up to and including December 2023 and the 2023 annual rate are provisional. Since this table has been stopped, the data is no longer made definitive.

Changes as of March 6th 2024 None, this table is stopped.

When will new figures be published? The results in this series are based on 2015=100. Due to the base shift this table is stopped. Figures based on 2021=100 are published in table Producer Price Index (PPI), output and importprices by product, 2021=100. Further information, see Base Year Revision Industrial Producer Price Index, 2021=100 in paragraph 3.

Producer Price Inflation MoM in the United States increased to 0.10 percent in May from -0.20 percent in April of 2025. This dataset includes a chart with historical data for the United States Producer Price Inflation MoM.

Producer Prices in the United States increased 2.60 percent in May of 2025 over the same month in the previous year. This dataset provides - United States Producer Prices Change - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Producer Prices in China decreased 3.60 percent in June of 2025 over the same month in the previous year. This dataset provides the latest reported value for - China Producer Prices Change - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Producer Prices in China decreased to 104.90 points in March from 105.30 points in February of 2025. This dataset provides - China Producer Prices - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Producer Prices In the Euro Area increased 0.30 percent in May of 2025 over the same month in the previous year. This dataset provides the latest reported value for - Euro Area Producer Prices Change - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

This table contains figures on the average price development of the selling prices, the import prices and the domestic consumption of industrial products with a base year of 2021=100. This data is available for both domestic and foreign sales. The products are classified based on the goods classification PRODCOM (PRODuction COMmunautaire).

Data available from: January 2018

Status of the figures: The figures in this table are provisional during five months.

Changes as of June 30th 2025 Figures of May 2025 have been added.

When will new figures be published? New figures will be published not later than 30 days after the period under review.

Producer Price Indices (PPIs) are a series of economic indicators that measure the price movement of goods bought and sold by UK manufacturers.

PPI Ex Food Energy and Trade Services YoY in the United States decreased to 2.70 percent in May from 2.90 percent in April of 2025. This dataset includes a chart with historical data for the United States Producer Prices Final Demand Less Foods, Energy, and Trade Services YoY.

UK price index data at manufacturing, aggregated industry and product group levels. Data supplied from individual manufacturers, importers and exporters. Monthly and annual data.

The production price index (PPI) for construction materials and components in the United States decreased slightly in 2024. Up until 2020, construction prices had been rising fairly steadily. However, in the years after that construction producer prices have been very unstable. Production price index A PPI of *** in 2022, indicates that the real-world price has risen by *** percent in comparison to the base year - 1982 in this case. Similarly, under the same baseline, the PPI for construction machinery and equipment has also risen steadily until 2018. Like all prices, there are regional differences within the United States. The PPI acts as a measurement for the average changes in prices that domestic producers receive for their output. In the United States, the PPI is one of the oldest continuous statistical datasets published by the government. Common construction materials Some building materials are essential to construction work, and the decision on which to use is important for the life and the endurance of the building. Materials such as cement, steel, and sand are essential to many construction projects. The production of cement is tightly linked to the demand that comes from the construction industry. The durability and potency of steel gives it an advantage over wood and concrete, providing buildings with a higher resistance but a cheaper price tag. Sand is commonly used in buildings, but it is especially common in roads that require stones of various grades and granulation.

Quarterly estimates monitoring the changes in prices charged for services provided to UK-based customers for a range of industries.

Core Producer Prices in the United States increased to 146.79 points in May from 146.59 points in April of 2025. This dataset provides - United States Core Producer Prices- actual values, historical data, forecast, chart, statistics, economic calendar and news.

Germany Producer Price Index(PPI) data was reported at 127.100 2021=100 in Mar 2025. This records a decrease from the previous number of 128.000 2021=100 for Feb 2025. Germany Producer Price Index(PPI) data is updated monthly, averaging 88.300 2021=100 from Jan 2000 (Median) to Mar 2025, with 303 observations. The data reached an all-time high of 142.300 2021=100 in Sep 2022 and a record low of 68.700 2021=100 in Feb 2000. Germany Producer Price Index(PPI) data remains active status in CEIC and is reported by Statistisches Bundesamt. The data is categorized under Global Database’s Germany – Table DE.I033: Producer Price Index: 2021=100.

The dataset contains information about protective policy response (PPI) measures public health government responses to COVID-19 at all levels of government throughout the world. The PPI measure considers the extent of COVID-19 policy responses in the following categories: state of emergencies, border closures, school closures, social gathering and social distancing limitations, home-bound policies, medical isolation policies, closure/restriction of businesses and services, and mandatory personal protection equipment. The coding for public health policies is based on government websites and reputable news sources reporting adoption of these policies. Total, National, and Subnational Indices are calculated based on the standing public health policies adopted at various levels of government for each unit (state, province, etc.) for each day, by adding together the highest values across levels of government in each category on that day. Data is accessible to people who have an OPEN ICPSR account.