Influenza Global Data Atlas

The Influenza Global Data Atlas provides comprehensive data on the spread of influenza worldwide. It is sourced from various authorities, including both nation-specific and international agencies. This atlas puts all that data in one place.

While there are some rollup sources of influenza data, such as from the WHO or the CDC, many countries and states publish their data in their own format via their own mechanisms through their own health agencies. This region-specific data is often more well-defined and sometimes contains finer details than what is readily available globally. On top of the broad, global data sources, this atlas provides a growing variety of those specific data sources to offer the most comprehensive influenza dataset on the market.

This atlas endeavours to preserve the data as it was originally published, only improving its accessibility. Where data is not published in tabular format, we convert it into a table. Column names are cleaned and translated to English, and data types are normalized. Non-English region names are generally translated to English. Otherwise, this product republishes the data purely as it was originally reported. We do not attempt to fill gaps that the sources do not fill or estimate values the sources do not explicitly provide.

Key Attributes:

- Influenza Case and Test Counts: Numbers of positive tests for Flu, numbers of total tests, numbers of diagnoses of flu, etc.
- Influenza Subtypes: Counts of laboratory confirmed cases of Flu subtypes, such as A (H3N2), B (Yamagata), and more.
- Other Influenza-Like Illness (ILI) Data: Some datasets include positive tests results for Adenovirus, RSV, Covid, Rhinovirus, HPIV, and other common respiratory viruses.
- Hospitalization and Severity: Some datasets include hospitalization counts for ILI or confirmed Flu cases.
- Regional and Demographic Breakdowns: Some datasets include fine-grained regional, age, gender, or other demographic breakdowns.

Trial:

This product comes with a limit-functionality, unlimited-time trial. This trial provides complete versions of three of the broadest, most useful tables:

- FLU_GLOBAL_TESTS_WEEKLY_WHO_FLUNET
- FLU_USA_TESTS_CLINICAL_LABS_WEEKLY_CDC
- FLU_USA_HOSP_RATE_WEEKLY_CDC

These tables are permanently available in their complete, updated form, and provide a huge breadth of data across the US and the globe.

Within the trial, all other tables are sampled to the first quarter of 2023 for weekly datasets, and to the 2022-2023 time range for seasonal datasets. These samples provide a glimpse into the kind and quality of data contained in these tables. To access the full versions of these tables, with both historical and regularly-updated data, please subscribe to the full product.

流感全球数据图集（Influenza Global Data Atlas）提供覆盖全球范围内流感传播情况的全面数据。其数据来源涵盖多国及国际权威机构，本图集将所有此类数据整合至单一平台。

尽管目前已有部分流感数据汇总来源，例如世界卫生组织（WHO）、美国疾病控制与预防中心（CDC），但诸多国家及地区仍通过各自卫生机构以专属格式、自有渠道发布本地数据。此类区域专属数据往往定义更清晰，且部分细节比全球通用公开数据更为详实。本图集在覆盖广泛全球数据源的基础上，还持续收录愈发丰富的区域专属数据源，力求打造市面上最全面的流感数据集。

本图集致力于保留数据的原始发布形态，仅优化其可访问性。对于非表格形式发布的数据，我们将其转换为标准表格；对列名进行规范整理并统一译为英文，同时标准化数据类型。非英文的区域名称通常也会译为英文。除此之外，本产品完全按照原始报告内容复刻数据，不会填补数据源未提供的信息缺口，也不会对数据源未明确给出的数值进行估算。

核心属性：
- 流感病例与检测计数：流感阳性检测数、总检测数、流感确诊数等。
- 流感亚型：实验室确认的流感亚型病例数，例如A（H3N2）、B（Yamagata）等。
- 其他类流感疾病（ILI）数据：部分数据集包含腺病毒、呼吸道合胞病毒（RSV）、新冠、鼻病毒、人副流感病毒（HPIV）及其他常见呼吸道病毒的阳性检测结果。
- 住院与病情严重程度数据：部分数据集包含类流感疾病或确诊流感病例的住院计数。
- 区域与人口统计细分：部分数据集包含精细的区域、年龄、性别及其他人口统计维度的细分数据。

试用版本：
本产品提供功能受限、无使用时长限制的试用版本。该试用版本可完整使用三类覆盖面最广、实用性最强的表格：
- FLU_GLOBAL_TESTS_WEEKLY_WHO_FLUNET
- FLU_USA_TESTS_CLINICAL_LABS_WEEKLY_CDC
- FLU_USA_HOSP_RATE_WEEKLY_CDC
上述表格将永久以完整且实时更新的形态提供，涵盖美国及全球范围内的海量数据。
在试用版本中，其余所有表格的周度数据集仅保留2023年第一季度的数据，季节性数据集则仅保留2022-2023年时间段的数据。此类样本可让用户一览此类表格中数据的类型与质量。若需获取包含历史数据及定期更新数据的完整版本表格，请订阅完整版产品。

搜集汇总

背景与挑战

背景概述

Influenza Global Data Atlas 是一个全球流感数据的综合集合，整合了来自各国和国际机构的多种数据源，提供全面的流感传播信息。数据集经过标准化处理以提高可访问性，包括病例数、亚型分类、其他呼吸道病毒数据以及人口统计细分，但不填补原始数据中的缺失值。此外，它提供部分表格的免费试用，允许用户预览数据质量和类型。