Sentence examples for data weaknesses from inspiring English sources

When faced with complex heterogeneous amounts of data, early exploratory analysis is helpful to make sense of the broad patterns, highlight data weaknesses and features, and identify directions for more in-depth analysis.

Findings that would have revolutionized treatment of heart attacks were based on falsified and fabricated data, revealing weaknesses in medical research.

More recent research has also highlighted the security and data privacy weaknesses of some implantable medical devices.

The Report provides a broad range of data confirming weaknesses in the traditional model: flat demand for law firm services in a market with growing demand; shrinking leverage (one of the cornerstones of the BigLaw model); reduced realization; intense competition; and the failure of most law firms to innovate in a market demanding it.

The limitations of the study include the data quality weaknesses inherent in large perinatal databases.

Given the fact that the methodology developed herein automatically extracts rules from existing data, the weaknesses described above can be overcome should the data become available.

The poor response rates in some jurisdictions and the lack of representativeness of the respondents in several jurisdictions (based on demographic data) are weaknesses.

In other words, the assessment survey contextualized the DQA findings by uncovering field implementation dynamics which indicate the root causes of data quality weaknesses or strengths.

The root causes of these data quality weaknesses lay in suboptimal field level data collection, consolidation and transfer processes, inconsistent training levels for health staff and a lack of clear monitoring and supervision guidelines.

The Department for International Development, UK, (DFID) pledged support for TB programme activities, such as procurement of drug and consumable supplies and routine quarterly supervision, and for operational research with the latter activity being used within the programme to collect data on weaknesses and to implement interventions to solve the challenges that it faced.

Analysts were expecting a drop in the business because of broader industry data showing weakness in the personal computer business.