The Asian Transport Outlook (ATO) National Database is a collection of national-level indicators on the transport sector in 51 economies in the Asia Pacific region using about 400 indicators. The database also includes relevant information on policy frameworks for transport in these economies. The database is structured into categories and subcategories. The indicators are also tagged with indicator metadata that will enable detailed filtering of the database.
To organize data and indicators, nine main categories have been created.
Each of the nine main categories is subdivided in subcategories specific to the topic.
Each indicator has a unique code consisting of three elements: e.g. SEC-TIV-001, SEC refers to the Socio-economic category, TIV refers to the Transport Investments subcategory, and the 001 refers to indicator number within that subcategory. In certain cases when an indicator was scrapped, the number will become vacant. The database is not arranged numerically by indicator code but by subcategory groups.
For the indicators where multiple sources of information are available the indicator code will have an extension consisting of a number (e.g. ACC-RAC-001(1)).
For each of the indicators a short description is provided in the indicator metadata. In those cases where an indicator has been collected from a secondary source the original source definition will be used. Any applicable notes or limitations are specified in the indicator description as well.
For all the indicators, a set of indicator metadata will be defined that can be used for filtering of the indicators in the interface.
The sources can broken down in three categories: (a) indicators that have been collected from other secondary sources, (b) indicators composed by the ATO team on the basis of information collection from country sources, these are described as Country Official Statistics and (c) indicators that are calculated by ATO team on the basis of other ATO indicators, these are listed as Calculated/Estimated.
For all indicators, the source is identified in the indicator metadata. If multiple sources of the indicator are available, this is listed accordingly (e.g. for country official statistics, the weblink for each economy is indicated per economy row).
The ATO economies are also tagged with economy metadata. In addition to the indicator metadata, the economy metadata will also help filter down the desired data.
The ATO National Database Masterlist of Indicators provides an overview of the indicators that are included in the ATO National Database. This provides tabular information about the indicators such as indicator definition, scope, mode, sector, source, and status. The masterlist is structured based on the nine categories and corresponding subcategories listed above.
An offline version of the masterlist is available for download in the ATO National Database Masterlist of Indicators page. This includes the indicator description, category, subcategory, scope, mode, sector, status, unit, and source for each indicator however in a tabular form. Using the headers, the list can be filtered down as needed.
In the web-based version of the ATO National Database Masterlist of Indicators, the masterlist includes a functionality for filtering and searching of indicators to improve ease-of-use. This list of indicators can be filtered by clicking on the category cards, or using the filter box above the list. The searchbox can be used to search for specific indicators. Any keywords entered will be used to look for similar information within the indicator metadata of all the indicators. When the desired indicator is found, the Explore can be clicked to go to the ATO National Database interface where the indicator will already be pre-selected. The Download can be clicked to download the data for all economies and all years for that specific indicator.
Within the ATO National Database interface, the space on the left will contain panels that filter data by economies, indicators, and time. To access any specific data, all parameters (i.e. economy, indicator, time, and download option) need to have a selection before the Download button becomes active. A prompt will appear if any of the parameters are missing.
Individual economies can be selected by clicking on the checkbox. All economies can be selected by clicking Select All. The selection can be reset by clicking on Reset.
To filter by economy typology, click on the filter button to open the expanded filter window. The filters on the left (i.e. Subregion, Income Group, or other Groups) can be used to narrow down the list of economies.
Notes about filtering:
Indicators are organized by nine main categories which can be expanded to show all indicators within each category. Individual indicators can be selected by clicking on the checkbox. All indicators can be selected by clicking Select All. The selection can be reset by clicking on Reset.
When an indicator with multiple sources is selected, all sources are automatically selected.
To filter by indicator typology, click on the filter button to open the expanded filter window. The filters on the left (i.e. Category, Subcategory, Scope, Mode, or Sector) can be used to narrow down the list of indicators.
Notes about filtering:
The desired data timeframe can be selected per year by clicking on the checkbox or you can use the slider to select a range of years. All available years can be selected by clicking on Select All. The selection can be reset by clicking on Reset.
Note that if indicators have no data for the selected years, these will not appear in the output generated for download.
Shortcuts are available to quickly select recent 5, 10, or 20 years, years up to present, or projection years.
Within the ATO National Database interface, the space on the right will provide selection of the download option for the selected data. After selecting, the appropriate filteypes can be clicked to download the data.
The indicator view provides the standard view of indicators. Each page generated is a table for one indicator across multiple economies. This is best for side-by-side data comparison between economies.
When downloaded, the list of selected indicators will be summarized in the Table of Contents (TOC) which includes indicator metadata such as subcategory, indicator name, indicator code, scope, mode, sector, source, and a shortcut to the indicator sheet. Note that indicators which have no data for the selected years will not appear.
The indicator sheet will include the indicator metadata at the top which includes indicator code, indicator name, description, scope, mode, sector, unit, source, and weblink. A shortcut back to TOC is available below the indicator metadata.
The data table will have economies as rows and years as columns. For indicators with multiple units, the respective units will be indicated as columns as well.
The country view provides the factsheet view of economies. Each page generated is an table of one economy across multiple indicators. This is best for an overview of various indicators of one economy.
When downloaded, the list of selected economies will be summarized in the Table of Contents (TOC) which includes ISO Code, ADB Subregion, AIIB Subregion, income group, and a shortcut to the economy sheet.
The economy sheet will include the economy metadata at the top. A shortcut back to TOC is available below the economy metadata.
The data table will have indicators as rows and years as columns. Years starting 2000 will be reflected contiguously until the maximum year selected.
The raw data provides the long-format view of data. This is best for further analysis using third-party software like Excel. The filetypes that are provided are .xlsx, .csv, and .json.
When .xlsx or .csv is downloaded, each data point will be displayed as a row beside economy code, economy name, indicator code, indicator name, source, units, header, and year. For .json, the data will be displayed in a key:value format.
The indicators can also be downloaded by the nine main categories as a whole workbook. Download links are available at the ATO National Database landing page and the ATO National Database interface how-to panel. The structure of downloaded file will follow the standard indicator view.
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