Sentences with phrase «analysis of these aggregate data»

Not exact matches

We differentiated between computational approaches (either based on volume data, such as the number of mentions related to a party or candidate or the occurrence of particular hashtags; or endorsement data, such as the number of Twitter followers, Facebook friends or the number of «likes» received on Facebook walls), sentiment analysis approaches, that pay attention to the language and try to attach a qualitative meaning to the comments (posts, tweets) published by social media users employing automated tools for sentiment analysis (i.e., via natural language processing models or the employment of pre-defined ontological dictionaries), and finally what we call supervised and aggregated sentiment analysis (SASA), that is, techniques that exploit the human codification in their process and focus on the estimation of the aggregated distribution of the opinions, rather than on individual classification of each single text (Ceron et al. 2016).

But it could also have implications for big data, since it would allow distributed servers to combine the results of their data analyses without aggregating the data at a central location.

conduct computational meta - analyses on large, aggregated cancer genome data sets to identify the long tail of infrequently mutated cancer genes, to characterise mutational signatures and to inform on the evolution of cancer cell clones.

On behalf of AMP T2D, the DCC aggregates data, automates analysis, and communicates results relevant to the genetics of type 2 diabetes and related traits, and supports collaboration within the AMP T2D Project.

Even though taking a total aggregate weight increase isn't the most scientific way of doing this data analysis, when the rate of strength increase is so markedly different, it should be mentioned.

Included in the PowerPoint: Macroeconomic Objectives (AS Level) a) Aggregate Demand (AD) and Aggregate Supply (AS) analysis - the shape and determinants of AD and AS curves; AD = C+I+G + (X-M)- the distinction between a movement along and a shift in AD and AS - the interaction of AD and AS and the determination of the level of output, prices and employment b) Inflation - the definition of inflation; degrees of inflation and the measurement of inflation; deflation and disinflation - the distinction between money values and real data - the cause of inflation (cost - push and demand - pull inflation)- the consequences of inflation c) Balance of payments - the components of the balance of payments accounts (using the IMF / OECD definition): current account; capital and financial account; balancing item - meaning of balance of payments equilibrium and disequilibrium - causes of balance of payments disequilibrium in each component of the accounts - consequences of balance of payments disequilibrium on domestic and external economy d) Exchange rates - definitions and measurement of exchange rates - nominal, real, trade - weighted exchange rates - the determination of exchange rates - floating, fixed, managed float - the factors underlying changes in exchange rates - the effects of changing exchange rates on the domestic and external economy using AD, Marshall - Lerner and J curve analysis - depreciation / appreciation - devaluation / revaluation e) The Terms of Trade - the measurement of the terms of trade - causes of the changes in the terms of trade - the impact of changes in the terms of trade f) Principles of Absolute and comparative advantage - the distinction between absolute and comparative advantage - free trade area, customs union, monetary union, full economic union - trade creation and trade diversion - the benefits of free trade, including the trading possibility curve g) Protectionism - the meaning of protectionism in the context of international trade - different methods of protection and their impact, for example, tariffs, import duties and quotas, export subsidies, embargoes, voluntary export restraints (VERs) and excessive administrative burdens («red tape»)- the arguments in favor of protectionism This PowerPoint is best used when using worksheets and activities to help reinforce the ideas talked about.

No collection, analysis, or sale of individual or aggregated student use data for market research purposes should be permitted.

For the present analysis, I aggregate to the district level the data on racial imbalance at individual schools from the SRI and link it to the ECCI data on the choice systems of large districts.

My CEPR colleagues and I have used data from the 2014 - 15 field test to perform preliminary analyses of the reliability of students» survey responses and their validity, when aggregated to the school level, as an indicator of school performance.

To make the data digestible, Eskolta Director Michael Rothman engaged in analysis across multiple data sets and used this to present a clear visual representation of student assessments that highlighted aggregate trends and displayed graphs alongside individual student names.

I analyzed every document that I could get my hands on including the rating agency analyses, because they had access to inside data in aggregate that no one else had outside of the company.

Aggregating user data, the site then provides crowdsourced fee reviews and analysis of where and how much investors are overspending on their savings plans.

Generally, the results of the analysis that results in the exclusion of individual proxies, or entire aggregates of a sampling of the relevant population are rarely included in published research, nor are the results of the analysis provided for data sets that include the (would be) excluded data, even though this are routinely calculated when performing exploratory data analysis.

In order to provide a comprehensive view of family forestland, Forests in Focus will aggregate data from multiple sources, including from the US Forest Service's Forest Inventory and Analysis Program (FIA), which includes status and trends in forest area and location; in the species, size, and health of trees; in total tree growth, mortality, and removals by harvest; and more.

Analysis of these measures, both at the individual court level — as well as across the full spectrum of aggregated court data — reveals significant and positive outcomes for each of the metrics.

In the realm of litigation, the utilisation of patent analytics enables patent practitioners to conduct better pre-litigation and litigation analyses and achieve better outcomes by uncovering critical insights across patent portfolios containing large aggregates of data, including: identifying strengths and weaknesses subject to exploitation; pinpointing changes that occurred during prosecution; and invalidating asserted patents by uncovering difficult to find, but highly relevant, prior art references having alternative terminology with patent thesauri.

«Taken in the aggregate, ALPR data can paint an intimate portrait of a driver's life and even chill First Amendment protected activity,» the EFF stated in an analysis of the issue.

Superfly Insights» Coinbase analysis is based on anonymized and aggregated data from user email receipts from about 25,000 users through 2017 and the first six weeks of 2018, Meiri says.

Specifically, the project will employ a combination of open - source blockchain explorers, data analysis tools and custom built tools to look for what Fanusie calls «aggregate» patterns in the flow of data.

• Implement a new process which dynamically synchronized internal and external data, reducing data sync time by 58 % • Identify and immediately address the root cause of data discrepancy for a large volume of data • Introduce a novel data collection method which is 80 % more efficient than the previous one • Analyze, collect and store data in electronic formats, by following specific company protocols for data management • Provide analysis of data and apply analytic procedures to support planning and processes • Handle data in usual formats and convert data into usable forms • Use databases to aggregate or de-aggregate data to ensure that it is understood properly

Analyses were conducted using aggregate published data on allelic frequency of 5 - HTTLPR, cultural values of individualism — collectivism and global prevalence of anxiety and mood disorders, which refers to bipolar disorder, dysthymia and major depressive disorder defined by DSM IV / CIDI criteria in the 2008 World Health Organization (WHO) survey, with nation as the cultural unit of analysis.

Analyses were conducted using aggregate published data on allelic frequency of 5 - HTTLPR, cultural values of individualism — collectivism and global prevalence of historical and contemporary pathogen prevalence, with nation as the cultural unit of analysis.

For the analysis of early influences on the representation of close relationships, data on child attachment and exploratory strategies, maternal and paternal sensitivity and support were aggregated for the periods of infancy (birth to age three), childhood (five to 10) and adolescence (16 to 18).19 In addition, we conducted various studies in other cultures, 20 adding to the long tradition of cross-cultural research on attachment.21