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1. Data type conversion and filteringTransform the data types of columns required for data analysis.For example, POS can be converted to integer and QUAL to float.# Data type conversiondf['POS'] = df['POS'].astype(int)df['QUAL'] = df['QUAL'].astype(float)df['AF'] = df['AF'].apply(lambda x: float(x.split(',')[0]))# Filtering only high-quality variationshigh_quality_variants = df[df['QUAL'] >= 30]..

Suerat is R packdage for analyzing single cell RNA seq data. It is said to be the most used tool to analyze single cell data. At this point, in order to do the analysis, you have to create something called a Seurat Object. Seurat Object is an object that is organized to make it easier to analyze single cell data.

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→ The common point they emphasized is that science comes first.In the rapidly evolving biotechnology industry, open collaboration has become a cornerstone for innovation and advancement. Companies, research institutions, and startups are increasingly engaging in collaborative efforts to drive breakthroughs that would be challenging to achieve independently. While such partnerships involve variou..

How to Deliver an Effective TalkStarting the Talk1. Avoid Humor at the Start: Skip jokes to keep the beginning focused and professional.2. Set Expectations: Clearly outline what the audience will gain from your talk.3. Reinforce Key Points: Repeat your main ideas to ensure everyone fully understands them.4. Define Your Concept: Use a “fence” around your idea to distinguish it from others.5. Summ..

1. Start with a Hook Open with a compelling statistic, real-world example, or key question that highlights the importance of your research. This grabs attention and provides context. 2. Define Your Objective Clearly Clearly state your research question and objectives early on. Explain why your work is significant, especially in terms of potential real-world applications or contributions to the f..

Bioconductor- R package providing system for genome analysis (many package collection)- You can check the information on each package on the bioconductor website.- Provide analysis tool and example data▶ INSTALLATION METHOD# 설치if (!requireNamespace("BiocManager", quietly = TRUE))    install.packages("BiocManager")# 기본 package 다운BiocManager::install() # 특정 package 다운BiocManager::install(원하는 packa..

Mental Clarity: A clean environment reduces mental clutter and improves focus. Without unnecessary items around, you feel more at ease, and stress levels decrease.

Growth is rarely a straight upward trajectory; it often involves setbacks, plateaus, and even regressions.