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Ogive Graph01:07

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An ogive graph is sometimes called a cumulative frequency polygon. It is one type of frequency polygon that shows cumulative frequency. In other words, the cumulative percentages are added to the graph from left to right. An ogive graph plots cumulative frequency on the vertical y-axis and class boundaries along the horizontal x-axis. It’s very similar to a histogram; only instead of rectangles, an ogive displays a single point where the top right of the rectangle would be. Creating this...
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Graphing Antiderivatives01:30

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The concept of an antiderivative is fundamental in calculus, describing how a function's values accumulate over time. This process is closely related to physical motion, such as the movement of a rolling ball. As the ball progresses, its position changes in response to variations in velocity, just as an antiderivative graph reflects the cumulative effect of the original function's values.Graphing an antiderivative requires interpreting how a function's values influence the shape of its...
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In the case of systematic errors, the sources can be identified, and the errors can be subsequently minimized by addressing these sources. According to the source, systematic errors can be divided into sampling, instrumental, methodological, and personal errors.
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According to some social psychologists, people tend to overemphasize internal factors as explanations—or attributions—for the behavior of other people. They tend to assume that the behavior of another person is a trait of that person, and to underestimate the power of the situation on the behavior of others. They tend to fail to recognize when the behavior of another is due to situational variables, and thus to the person’s state. This erroneous assumption is...
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Counting is the type of measurement that is free from uncertainty, provided the number of objects being counted does not change during the process. Such measurements result in exact numbers. By counting the eggs in a carton, for instance, one can determine exactly how many eggs are there in the carton. Similarly, the numbers of defined quantities are also exact. For example, 1 foot is exactly 12 inches, 1 inch is exactly 2.54 centimeters, and 1 gram is exactly 0.001 kilograms. Quantities...
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Bar Graph01:07

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A bar graph is also called a bar chart and consists of bars that are separated from each other. It either uses horizontal or vertical bars to show comparisons among categories. The bars can be rectangles, or they can be rectangular boxes (used in three-dimensional plots). One axis of the graph represents the specific categories being compared, and the other axis shows a discrete value. In this graph, the length of the bar for each category is proportional to the number or percent of individuals...
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Related Experiment Video

Updated: Jan 27, 2026

Hybrid De Novo Genome Assembly for the Generation of Complete Genomes of Urinary Bacteria using Short- and Long-read Sequencing Technologies
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Assembly of long, error-prone reads using repeat graphs.

Mikhail Kolmogorov1, Jeffrey Yuan2, Yu Lin3

  • 1Department of Computer Science and Engineering, University of California, San Diego, CA, USA.

Nature Biotechnology
|April 3, 2019
PubMed
Summary
This summary is machine-generated.

Flye is a new long-read genome assembly algorithm that accurately characterizes repeats. It significantly improves assembly contiguity and is much faster than existing methods.

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Area of Science:

  • Genomics
  • Bioinformatics
  • Computational Biology

Background:

  • Accurate genome assembly is crucial for biological research but is often hindered by complex repetitive genomic regions.
  • While long sequencing reads improve repeat resolution, current assembly algorithms lack sufficient repeat characterization for optimal results.

Purpose of the Study:

  • To develop a novel long-read genome assembly algorithm, Flye, capable of accurate repeat graph construction.
  • To evaluate Flye's performance against existing state-of-the-art assemblers in terms of assembly quality and speed.

Main Methods:

  • Flye generates disjointigs, representing arbitrary paths in the repeat graph, from error-prone long reads.
  • These disjointigs are used to construct an accurate repeat graph, enabling improved genome assembly.
  • Benchmarking involved comparing Flye against five leading assemblers using standard metrics.

Main Results:

  • Flye demonstrated superior or comparable assembly quality to existing methods.
  • Flye achieved this performance significantly faster, being an order of magnitude quicker.
  • The algorithm nearly doubled the contiguity of a human genome assembly, as measured by the NGA50 metric.

Conclusions:

  • Flye offers a substantial advancement in long-read genome assembly by effectively resolving and characterizing repetitive regions.
  • The algorithm provides a faster and more accurate approach to genome assembly, particularly beneficial for complex genomes.
  • Flye's ability to construct accurate repeat graphs from disjointigs represents a key innovation for optimizing genome assemblies.