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Getting Started Guide

This short guide covers the basics of using the FEWS NET Data Explorer (FDE). Scroll through the guide for a full review of the system, or use the menu on the right to skip to a specific topic.


Introduction to the FDE

About the FDE

The FEWS NET Data Platform acts as the central storage location and access portal for data used by FEWS NET for food security and early warning analysis. The Platform is made up of two primary sub-components:

  • The Data Explorer (focused on data access)

  • The Data Warehouse (focused on data storage)

This getting started guide focuses on use of the FEWS NET Data Explorer (FDE).

The primary purpose of the FDE is to provide you with easy access to data in the Data Platform. To accomplish this, data is categorized by industry and can be searched and filtered. You can explore and validate potentially relevant data using a combination of visualization tools such as tables, graphs, and maps before exporting it for use.

Note that the FDE does not provide access to all of the data FEWS NET holds. Some data has restricted permissions and some data can only be accessed by using the FEWS NET Data Platform API.

The FEWS NET Data Platform is designed to work with data from the following humanitarian sector components: 

  • Population and demographic

  • Relief needs estimates and actual deliveries

  • Market prices

  • Agricultural production

  • Nutrition

  • Cross border trade

  • Livelihoods

Watch the short video below for an example use case. (1:39)

Navigate

The FEWS NET Data Explorer (FDE) is structured as illustrated below:

  1. Home page

  2. Navigation menu

  3. Support menus

  4. Domain pages

    1. Search and filter

    2. Data selection

    3. Data visualization and export

FDE Updated Homepage.png
On a domain page, there are options to search and filter the data. Results can then be selected using a checkmark. Below, visualization and export options for the selected data appear.


Steps for Using the FDE

1. Choose a Data Domain

About Domains

Within the FEWS NET Data Explorer (FDE), humanitarian sector components are represented as Domains. A data domain is a grouping of data that contains a collection of data series. Domains are organized to unify and consolidate data based on metadata consistencies and sector relationships. For example, data on relief needs estimates and actual deliveries are included within the Responses domain.

Choosing a Domain

To get started within the FDE, you must first choose one of the following domains from the navigation menu.

Some domains have limited visibility and may not be included in your view.

You can click on any domain name below to learn more about the domain.

Domain

Description of data

Acute Food Insecurity Classifications

IPC Food Insecurity Classification (FIC) data which provides scale and scenario indicators on food insecure populations globally or for specific geographic locations

Acutely Food Insecure Population Estimates

IPC Food Insecure Population Estimates (FIPE) data which provides phase and scenario indicators of food insecure populations

Humanitarian Food Assistance

Humanitarian Food Assistance (HFA) data used as an indicator to identify famine and determine the severity of food security and nutrition crises

Spatial

Geographic admin boundary information along with shapefiles, population estimates, and demography estimates, including male/female and age/gender breakdowns

Prices

Product and product market information (e.g., product source and product cost data at market and country level)

Exchange Rates

Interbank, government, secondary rate, and auction exchange rates

Secondary Price Indexes

Consumer price indices and other price indices not calculated by FEWS NET

Calculated Price Ratios

Price ratios calculated from FEWS NET system data

Calculated Price Indexes

Price indices calculated from FEWS NET system data

Trade

Trade import and export data between source and destination countries at border points for various product types

Crop

Crop cultivation and harvest attributes (e.g., area harvested, planted, quantity produced, yield)

Nutrition

Health and nutrition indicator information (e.g., mortality rate, disease prevalence, death rate)

Responses

Cost and quantity of interventions in a given geographic area by various operators, including aid agencies

Population

Population-related information (e.g., census data: population calculations, estimates, and percentages)

Days of Work

Number of days work of casual labor available per week in the selected market for Afghanistan

Remittances

Information on remittances sent from overseas workers

Demography

Population counts and breakdowns by age and gender from officially published population estimates

Other Indicators

Data series without system defined metadata (e.g., Sustainable Development Goals (SDG) and Human Development Index (HDI) data)

2. Search and Filter

Search and filter are domain specific. Text search and filter options are specific to each domain and do not work across domains. For example, searching for “Mortality rates” in the Price domain will yield “Nothing found” since mortality rates are included only in the Nutrition domain.

When performing a search, results appear ordered by relevance. You can refine your search using operators such as single or double quotation marks, the word or, or a minus sign.

The table below contains examples of how to use these search operators. 

Search

Results

vegetable oil

results that contain those words in any order

“vegetable oil”

only results that include that exact phrase

“sunflower oil” “palm oil”

only results containing both phrases

“sunflower oil” or “palm oil”

results that contain either phrase

‘vegetable oil’ -‘palm oil’ 

results about vegetable oil unless they include the phrase ‘palm oil’

Filter

Filters can be used in two ways:

  1. Begin typing a term in the filter box to narrow the possible options.

  2. Click on the filter box to browse a list of possible options.

Once you have found a relevant filter, through browsing or searching, click the box next to the filter name to use the filter on the available data.

Some filters aggregate items into multi-level lists (e.g., countries being aggregated into continents or sub-continents as shown in the image below). In these cases, selecting the higher-level item in the list will automatically select all the lower-level items in the list, as illustrated below.

Image shows the market filter with Eastern Africa expanded to show countries in that region. Below that, Somalia is expanded to show all market in the country. The Abudwak market is selected.

Choosing a single market selects only the market.

Image shows the market filter with Eastern Africa expanded to show countries in that region. Below that, Somalia is expanded to show all market in the country. Somalia and all markets under Somalia are selected.

Choosing a country selects all markets in the country.

Image shows the market filter with Eastern Africa expanded to show countries in that region. Below that, Somalia is expanded to show all market in the country. Eastern Africa and all countries and markets listed under Eastern Africa are selected.

Choosing a region selects all countries and markets in the region.

Data Series with No Data Points

Check the Include data series with zero data points box to include data series in your search where the data has not yet been uploaded to the FEWS NET Data Platform.

View Selected Filters

The Selected Filters section allows you to view all selected filters at once and remove filters more easily. This section can be collapsed so that it does not take up space on your screen when it’s not needed.

In the video demonstration, filters are selected and appear in the Selected Filters section. Filters can be removed directly from the Selected Filters by clicking the X beside the filter's name (e.g., Colombia, Costa Rica, or Dominican Republic markets). Clicking on Selected Filters will collapse and expand the section.

Reset Search

You can remove all your search and filter selections at any time using the Reset Search button.

Use the reset search button to the right of the field options to remove search criteria.

3. Create and Save Datasets

About Data Series and Datasets

Once you have applied your search terms and filters, you will be presented with a list of all available data series that match your criteria.

A data series is a collection of related data points from a single data source that are viewable as a single row within a table of data. They represent the change over time for a specific indicator. Data series are presented in table format and ordered alphabetically by country or name. They are always found beneath the search and filter section. 

A dataset is a collection of data series.

For the Spatial domain, Geo Unit Set Versions are used instead of Data series.

Create Datasets

You can create a dataset by selecting the checkboxes next to one or more data series in the This Search tab. You can clear your selections using the Clear Selection button.

The quantity of selected data series will be displayed next to the Selected tab. Click on this tab to view all of the data series you selected.

Save Datasets

You can save both selections and searches that you think you will want to access in the future.

  • Selections save only the data series you have selected. The data series included within these datasets will not change over time. However, when accessed, the system automatically fetches the most current data within those data series from the server. To save a selection, click the Save Selection button.

  • Searches save your search parameters and selected filters. When accessed, the system automatically fetches the most current list of data series from the server that matches those saved parameters. Therefore, the set of data series within a saved search may change over time. To save a search, click the Save Search button.

In the dialogue box that opens after you click the Save Selection or Save Search button, enter a name and description for the new search or selection. Visibility and ownership rights can also be set from here.

View Saved Datasets

To access saved datasets:

  • Navigate to the domain in which you would like to view the saved dataset.

  • Click the View Datasets button in the search and filter box.

  • You will see a list of saved datasets organized by visibility.

  • Click on any row to open the dataset listed in that row.

Learn more

4. Visualize and Export Data

There are 4 parts to the Visualize and Export section of the Data Explorer:

Image highlighting the 4 parts of the Visualize and Export section.

1. Visualize data

The visualizations built into the FDE allow you to preview a dataset to ensure the data is relevant. You can make changes to your search, filter, data series selections, and/or customization options and quickly see how those changes affect your data. Once you are satisfied that you are capturing the data you want, you can then export the dataset.

Visualization

Domain Availability

Details

Table

All Domains

Each row displays data on an individual data point within the selected dataseries.

Chart

  • Calculated price indexes

  • Calculated price ratio

  • Days of work

  • Demography

  • Exchange rates

  • Other indicators

  • Prices

  • Remittances

  • Secondary price indexes

  • Trade

Each line represents a selected data series, with the horizontal axis being the timeline. The legend contains information that helps users identify each data series.

Map

  • Prices

  • Spatial

Maps show the geographic locations of the individual data points within the selected data series. Maps may include a time slider and other options to help visualize the change over time, and geographic coverage of boundaries.

2. Explore the Metadata

The Metadata tab contains detailed information about the metadata for the selected data series. You can scroll through the metadata or choose a heading to jump to that section. You can also download the metadata using the download button on this tab.

The metadata tab includes multiple headings of information and a download button.

3. Customize your data view

Aggregation options are available for most domains using the Customize menu. 

These options allow you to convert or aggregate system data into specified units or aggregation parameters. Common conversion types include, currency, units of measure for weight and volume, and time.

The Customize sidebar includes the reporting schedule and Common Units dropdowns.

4. Export data

The first step to export data is to choose a File Format in the Customize menu. Options are domain specific and might include flat and time series CSV, HTML, JSON, GeoJSON, and XML formats.

The Usage Requirements drawer provides information on the source document and usage requirement for the selected data.

You can then export data from any domain in the FDE in one of two ways:

  • Copy link: Refreshable links connect directly to the FEWS NET Data Warehouse database server, allowing Excel, your browser, or another application to automatically fetch the most recent data from the server whenever the links are accessed. The refreshable link can also be edited and used for calling the FEWS NET Data Warehouse API.

  • Download: You can download a dataset directly to your device.

You also have the option of editing the API link manually before exporting data. Editing the API link will effect both the refreshable link and downloads.

The export data section includes a file format dropdown list, usage requirements drawer, API link, and buttons to copy the link or download data.


Resources

Definitions and Standards

Select one of the options below to learn more about common definitions and organization practices that compose the FEWS NET Data Explorer (FDE).

Additional Resources

Want to learn more about the FEWS NET Data Explorer (FDE)?

Check out these additional resources:

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