Feminicides in Italy - counterdata RAI from 2012 to 2018

Data description This dataset contains records of gender-based violence incidents in Italy that occurred between 2012 and 2018. The data was collected at RAI-CRITS, Direzione RAI Teche, and the Dipartimento di Culture, Politica e Società dell’Università di Torino (RAI - Italian public broadcaster and University of Turin). The dataset is an instance of counterdata: data put together by civil groups and individuals to challenge official statistics, especially when these statistics are incomplete, inaccurate, or not at all available. The curation of the dataset, along with its anonymization and publication, has been performed by open data activists from the onData association. Data format and usage The data is structured as a Frictionless Data Package. This format uses a JSON descriptor (the datapackage.json file) to formally define the dataset's schema and metadata, which in turn references the core tabular records stored in the data.csv resource file. The data is available in CSV format and can be opened with any text editor or data analysis software. To understand what each column represents and which values are valid, check the accompanying JSON schema file: it serves as the complete data dictionary for this dataset. If you use Frictionless in Python you can do the following: from frictionless import Package # load the data packagepackage = Package('datapackage.json') # get the data resourceresource = package.get_resource('femminicidi-rai-anonimi') # convert to a pandas dataframedf = resource.to_pandas()# display first 10 rows of the dataframedisplay(df.head(10)) Contact For inquiries about these data and/or any type of requests around the dataset, please send an email to donata.columbro[at]ondata.it. Please note this dataset is not perfect, and even though we have cured it with care and attention, mistakes are still possible. As with all data, this dataset represents a snapshot shaped by collection methods, available sources and resources, and human interpretation at a specific point in time. Thank you.数据集说明 本数据集收录了2012年至2018年间意大利发生的基于性别的暴力事件记录。 本数据集的数据采集自RAI-CRITS、RAI技术部档案馆（Direzione RAI Teche）以及都灵大学文化、政治与社会系，其中RAI为意大利公共广播公司，上述合作单位涵盖意大利公共广播机构与都灵大学。本数据集属于对抗性数据（counterdata）范畴：即由民间团体与个人汇编，用于质疑官方统计数据的数据集，尤其适用于官方统计存在不完整、不准确或完全缺失的场景。 本数据集的整理、匿名化处理与发布工作，均由onData协会的开放数据活动家完成。 数据格式与使用说明 本数据集采用Frictionless 数据包（Frictionless Data Package）格式进行组织。该格式通过JSON描述文件（即datapackage.json）正式定义数据集的结构与元数据，该描述文件同时引用存储于data.csv资源文件中的核心表格记录。 本数据集以CSV格式提供，可通过任意文本编辑器或数据分析软件打开。若需了解各字段的含义与合法取值范围，请查阅随附的JSON模式文件，该文件即为该数据集的完整数据字典。 若在Python中使用Frictionless库，可执行如下操作： from frictionless import Package # 加载数据包 package = Package('datapackage.json') # 获取数据资源 resource = package.get_resource('femminicidi-rai-anonimi') # 转换为pandas数据框 df = resource.to_pandas() # 展示数据框的前10行 display(df.head(10)) 联系方式 若您对本数据集有任何疑问或相关诉求，请发送邮件至donata.columbro[at]ondata.it。 请注意，本数据集并非完美无缺：尽管我们已尽心整理，但仍可能存在疏漏。与所有数据集一样，本数据集仅为某一特定时间点下的快照，其内容受数据采集方法、可用数据源与资源，以及当时的人为解读所影响。 致谢。