Data analysis in research is an illustrative method of applying the right statistical or logical technique so that the raw data makes sense.
The study aimed to identify different second language (L2) learner motivational types drawing on the framework of the L2 motivational self system. A total of 1,278 secondary school students learning English in Iran completed a questionnaire survey. Cluster analysis yielded five different groups based...
Used by actions: CreateAlarm, DescribeAlarms, ModifyAlarm. NameTypeRequiredDescription Name String Yes Analysis nameNote: This field may return null, indicating that no valid values can be obtained. Type String Yes Type of data being analyzed. Valid values: query, field, originalNote: This field...
We used this matrix to deconvolve the cell types of origin in the plasma cell-free transcriptome (Fig. 1d and Extended Data Figs. 4 and 5). Platelets, erythrocyte/erythroid progenitors and leukocytes comprised the majority of observed signal, whose respective proportions were generally consistent wi...
Particular kinds of data visualizations highlight price movements; they are most frequently seen in the stock market or financial industries. Candlestick chart A type of financial chart called a candlestick chart is used to show how the price of a security, derivative, or currency has changed over...
We validate the performance of the proposed method on eight publicly available scRNA-seq datasets with known cell types as well as five simulation datasets with different degrees of the cluster separability. We compare the proposed method with five other existing methods: RaceID, SNN-Cliq, SINCERA,...
Database address Used by actions: DescribeClusterDetail. NameTypeDescription IP String IP address Port Integer Port AuditRuleFilters Filter of rule audit Used by actions: DescribeAuditRuleWithInstanceIds, ModifyAuditService, OpenAuditService. NameTypeRequiredDescription RuleFilters Array of RuleFilters Yes...
RESULTS: Cluster analysis revealed 4 distinct anger expression types; Anger-out, Low anger expression, Anger-control, and Anger-in/out types. Female adolescent women had a higher level of trait anger or who frequently used the anger-in/out type reported internalized-externalized problem behaviors ...
Note: The return value may be null, indicating that no valid data can be obtained. AuditLogAggregationResult Analysis result of an audit log Used by actions: AnalyzeAuditLogs. NameTypeDescription AggregationField String Aggregation dimensionNote: This field may return null, indicating that no valid...
Data and predictive analytics play an important role in underwriting. Insurance companies examine applications for new policies to determine the likelihood of having to pay out for a futureclaim. The analysis is based on the current risk pool of similar policyholders as well as past events that h...