Pandas is an open-source library commonly used in data science. It is primarily used for data analysis, data manipulation, and data cleaning. Pandas allow for simple data modeling and data analysis operations without needing to write a lot of code. As stated on their website, pandas is a ...
convtoolsis a Python library that simplifies data transformation by allowing you to define them in a declarative way. It then generates the necessary Python code in the background, saving you time and effort. Installation pip install convtools ...
Beautiful Soup is a valuable library for web scraping and data extraction tasks in Python. Its ease of use and versatility make it a popular choice for those who need to access and analyze data from the web. When combined with other libraries and tools, it can be a powerful asset for dat...
Rust is memory-efficient and gives you performance on par with C or C++, making it a great language to underpin a data analysis library. Polars also ensures that you can utilize all available CPU cores in parallel, and it supports large datasets without requiring all data to be in memory....
Openly sharing data with sensitive attributes and privacy restrictions is a challenging task. In this document we present the implementation of pyCANON, a Python library and command line interface (CLI) to check and assess the level of anonymity of a dat
NumPy is a Python library for numerical computing. It provides high-level math functions along with data manipulations on large arrays and matrices. The library helps in enhancing computation speed and performance. The different use-cases of NumPy are shown in the image below....
R：library(ggplot2)读取 CSV 文件：用于读取 CSV 文件的不同函数。Python：pd.read_csv('data.csv'...
df=pd.read_csv('student_data.csv') 在加载数据后,我们可以使用pandas提供的方法对数据进行分类汇总。例如,我们可以按照学生的性别进行分组,并计算每个性别的学生人数: 代码语言:javascript 代码运行次数:0 运行 AI代码解释 gender_count=df.groupby('Gender')['Name'].count()print(gender_count) ...
Google Finance:谷歌金融 Enigma:Enigma是一个公共数据搜索的提供商 St.Louis FED (FRED):圣路易斯联邦储备银行 Kenneth French’s data library:肯尼斯弗兰奇资料库 World Bank:世界银行 OECD:经合组织 Eurostat:欧盟统计局 Thrift Savings Plan:美国联邦政府管理离退休的组织import...
Scikit-Learn or “sklearn“ is a free, open-source machine learning library for the Python programming language. It’s a simple yet efficient tool for data mining, Data analysis, and Machine Learning. It features various machine learning algorithms and also supports Python’s scientific and numer...