Explore LSEG S&P Global Purchasing Managers Index (PMI) for monthly surveys that provide up-to-date, accurate, and unique indicators of economic trends.

Business Confidence in the United States decreased to 48 points in July from 49 points in June of 2025. This dataset provides the latest reported value for - United States ISM Purchasing Managers Index (PMI) - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

This dataset provides values for MANUFACTURING PMI reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

Business Confidence in China increased to 49.40 points in August from 49.30 points in July of 2025. This dataset provides - China Business Confidence - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Manufacturing PMI: Headline: non-sa: China data was reported at 51.200 NA in Apr 2025. This records a decrease from the previous number of 54.300 NA for Mar 2025. Manufacturing PMI: Headline: non-sa: China data is updated monthly, averaging 50.450 NA from May 2022 (Median) to Apr 2025, with 36 observations. The data reached an all-time high of 54.300 NA in Mar 2025 and a record low of 45.200 NA in Feb 2024. Manufacturing PMI: Headline: non-sa: China data remains active status in CEIC and is reported by S&P Global. The data is categorized under World Trend Plus’s S&P Global Purchasing Managers' Index: Headline – Table CN.OTC: Manufacturing PMI Headline. [COVID-19-IMPACT]

The QIF PMI Report (QPR) software generates a spreadsheet from a QIF (Quality Information Framework) file containing Product and Manufacturing Information (PMI). QIF is a unified XML framework standard for computer-aided quality QIF systems, available free to all implementers. QIF enables the capture, use, and re-use of metrology-related information throughout the Product Lifecycle Management (PLM) and Product Data Management (PDM) domains. QIF was created by the Digital Metrology Standards Consortium. PMI consists of annotations and attributes that define product geometry and product specifications. PMI includes annotations to specify Geometric Dimensioning and Tolerancing (GD&T), as well as non-geometric data such as surface texture specifications, finish requirements, process notes, material specifications, and welding symbols. GD&T is a symbolic language used to communicate tolerances on manufactured parts. PMI in QIF is defined by the QIF MBD (Model-based Definition). The spreadsheet that QPR generates creates a visual presentation of the PMI from its semantic definition in the QIF file. Measurements and QPids are also reported. QPR does not consider any of the graphical PMI in a QIF file.

Eurozone Markit Construction PMI shows the activity level of the country's construction sector purchasing managers. PMI calculation is based on data collected from monthly replies to questionnaires

ISM Manufacturing Employment Index is one of the elements included in manufacturing PMI (Purchasing Managers Index) calculation. The index is based on monthly surveys of purchasing and supply

ISM Manufacturing New Orders in the United States increased to 47.10 points in July from 46.40 points in June of 2025. This dataset includes a chart with historical data for the United States ISM Manufacturing New Orders.

Verbs of seeing in Akkadian

This repository contains scripts and data for the paper "Language Technology Approach to Seeing in Akkadian".

/data

• aug18-nolex.txt
  Lemmatized dataset from Oracc
• results-pmi2-top50.log
  Script parameters for pmizer (see https://github.com/asahala/Pmizer)
• results-pmi2-top50.tsv
  Results in .tsv format. Fields in the file:
  1. keyword
  2. translation from Oracc
  3. collocate
  4. translation from Oracc
  5. period distribution
  6. genre distribution
  7. period and genre distribution
  8. keyword freq
  9. collocate freq
  10. co-occurrence freq
  11. PMI2 score
  12. average distance between keyword and collocate (in words)
  13. url to Korp (all links may not return results, as Korp Oracc had a major update in 2019: see https://www.kielipankki.fi/corpora/oracc/ for more info and user guide). Note that the co-occurrence of words (a, b) is symmetric, meaning that (a, b) == (b, a). Thus, if you search results in Korp using the links and do not get any results, you may have to switch the search boxes in reverse order.
• period/genre-distribution-matrix.tsv
  Distribution of seeing verbs in different genres and periods as a matrix representation

Protein-Protein, Genetic, and Chemical Interactions for PMI (Drosophila melanogaster) curated by BioGRID (https://thebiogrid.org); DEFINITION: CG33718 gene product from transcript CG33718-RC

The error units in columns 1 and 4 are mean absolute error. The values in the NRMSE column are root mean squared error on the test set, divided by the mean ADD over all nose data.

Dallas Fed Manufacturing Index in the United States decreased to -1.80 points in August from 0.90 points in July of 2025. This dataset provides the latest reported value for - United States Dallas Fed Manufacturing Index - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Skeletal muscle index (SMI) is a promising predictor of clinical outcomes in patients with malignant diseases. As a simpler surrogate of sarcopenia-psoas muscle index (PMI), its predict value for overall survival (OS) after transarterial chemoembolization (TACE) for hepatocellular carcinoma (HCC) has not been reported. To determine if changes in the PMI predicted OS in individuals with HCC treated with TACE. A retrospective analysis was performed in HCC patients treated with TACE between January 2018 and March 2019. The survival curve according to PMI was estimated by the Kaplan–Meier method and then compared by the log-rank test. Cox proportional hazards models were conducted to identify the prognostic factors for OS. Furthermore, the predictive abilities of PMI and SMI were compared by using Harrell’s concordance index (C-index). Two hundred and twenty-eight patients (175 men, mean age 59 ± 11 years) were analysed. The OS was less in patients with low PMI than those with high PMI (median OS: 16.9 vs. 38.5 months, p 

ISM Manufacturing Prices in the United States decreased to 64.80 points in July from 69.70 points in June of 2025. This dataset includes a chart with historical data for the United States ISM Manufacturing Prices Paid.

The combined use of multiple omics methods to answer complex system biology questions is growing in biological and medical sciences, as the importance of studying interrelated biological processes in their entirety is increasingly recognized. We applied a combination of metabolomics, lipidomics and proteomics to human bone to investigate the potential of this multi-omics approach to estimate the time elapsed since death (i.e., the post-mortem interval, PMI). This “ForensOMICS” approach has the potential to improve accuracy and precision of PMI estimation of skeletonized human remains, thereby helping forensic investigators to establish the timeline of events surrounding death. Anterior midshaft tibial bone was collected from four female body donors in a fresh stage of decomposition before placement of the bodies to decompose outdoors at the human taphonomy facility managed by the Forensic Anthropological Center at Texas State (FACTS). Bone samples were again collected at selected PMIs (219, 790, 834 and 872 days). Liquid chromatography mass spectrometry (LC-MS) was used to obtain untargeted metabolomic, lipidomic and proteomic profiles from the pre- and post-placement bone samples. Multivariate analysis was used to investigate the three omics blocks by means of Data Integration Analysis for Biomarker discovery using Latent variable approaches for Omics studies (DIABLO), to identify the reduced number of markers that could effectively describe post-mortem changes and classify the individuals based on their PMI. The resulting model showed that pre-placement bone metabolome, lipidome and proteome profiles were clearly distinguishable from post-placement profiles. Metabolites associated with the pre-placement samples, suggested an extinction of the energetic metabolism and a switch towards another source of fuelling (e.g., structural proteins). We were able to identify certain biomolecules from the three groups that show excellent potential for estimation of the PMI, predominantly the biomolecules from the metabolomics block. Our findings suggest that, by targeting a combination of compounds with different post-mortem stability, in future studies we could be able to estimate both short PMIs, by using metabolites and lipids, and longer PMIs, by including more stable proteins.

Philadelphia Fed Manufacturing Index in the United States decreased to -0.30 points in August from 15.90 points in July of 2025. This dataset provides the latest reported value for - United States Philadelphia Fed Manufacturing Index - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

This study aimed to provide preliminary regionally-specific taphonomic data in Atlantic Canada using porcine analogues. Six adult porcine analogues were left outdoors to decompose naturally in late summer, sampled every three days to measure δ13C and δ15N in both skin and muscle over a total of twelve days. Over the course of the study, as porcine analogues transitioned through the fresh, bloat, and active decay stages of decomposition, δ15Nmuscle became enriched from a mean starting value of 4.1‰, first detectable at day-6 in the bloat phase by a mean change of ∼0.5‰. No such enrichments were found in δ15Nskin, δ13Cskin, or δ13Cmuscle. This snapshot-in-time study provides important preliminary evidence that porcine muscle tissues become enriched in δ15N as decomposition progresses and is detectable in the very early post-mortem interval. Future research can expand these findings to further elucidate the potential of stable isotopes as a quantifier of post-mortem interval in humans, and further taphonomic research in the under-studied region of Atlantic Canada.

ISM Non Manufacturing Prices in the United States increased to 69.90 points in July from 67.50 points in June of 2025. This dataset includes a chart with historical data for the United States ISM Non-Manufacturing Prices.

NY Empire State Manufacturing Index in the United States increased to 11.90 points in August from 5.50 points in July of 2025. This dataset provides the latest reported value for - United States NY Empire State Manufacturing Index - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.