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Introduction to the Data Lab

  • Introduction to the Data Lab

Analytics

  • Basemaps for Ethiopia
  • Air Pollution in Ethiopia
    • Air Pollution in Ethiopia
    • Air Pollution in Addis Ababa
    • Air Pollution in Addis & Addis-Djibouti Corridor
  • Ethiopian Opinions on Somaliland: Survey from Premise
  • Google Trends - Ethiopia Economic Monitor
  • Nighttime Lights Trends
    • Nighttime Lights Trends in Ethiopia
    • Nighttime Lights Trends in Ethiopia
  • Conflict Location and Trends Monitor
    • ACLED National and Subnational Conflict Trends
  • Crop Productivity and EVI
    • Ethiopia Crop Yield Analysis
    • Conflict and Agricultural Output
    • Crop Productivity Analysis
  • Comparing Addis Ababa and Nairobi
  • Conflict Impact on Economic Activity
    • Understanding Impact on Economic Activity

Additional Resources

  • Additional Resources

Acknowledgements

  • Project Team and Acknowledgements
  • Repository
  • Suggest edit
  • Open issue
  • .ipynb

Google Trends - Ethiopia Economic Monitor

Contents

  • Topic based search
    • Word association
  • Trends from other countries
    • Word association for country data
  • Subanational Coverage

Google Trends - Ethiopia Economic Monitor#

The Google trends analysis presetnted here is to support analytical activities to monitor impacts of economic reforms rolled out in 2024.

The cornerstone of these economic reforms was the introduction of FX market liberalization at the end of July 2024 which led to a substantial devaluation of the Ethiopian Birr. While these measures are expected to boost productive capacity of households in the medium to long term, prices, employment, and incomes may be hit in the short-term transition period.

To better understand the impact on population, we’ve gathered data from Google’s searches to see how the interest in particular search terms have been changing over time.

Google Trends provides access to a largely unfiltered sample of actual search requests made to Google. It’s anonymized (no one is personally identified), categorized (determining the topic for a search query) and aggregated (grouped together). This allows us to display interest in a particular topic from around the globe or down to city-level geography.

For the purpose of this analysis, we’ve broken down search terms into six major categories. These categories broadly caputre people’s interest over time and provides high level insights into their behavior. These categories include:

  • Exchange Rate

  • Devaluation

  • Prices

  • Natural Disasters

  • Conflicts

  • Other relevant terms

These terms have been collected from Google’s related terms and topics search, as well as brainstorming with the team.

Topic based search#

This section uses the data gatehred from Google’s API and creates charts to see the trends for each of the search terms. In cases where its relevant, the benchmarking lines are shown for when FX market liberalization was annnounced and when Somaliland agreed to lease land to Ethiopia to build a naval facility.

For the topics Exchange rate, Devaluation and Prices - we can see sharp increase in the search for July 28th 2024, which was the date when market liberalization news first came out. People were inersted in knowing the more about devaluation and what it meant for the ecnonomy. Search terms like Ethiopian birr, Awash bank exchange rate, National bank exchange rate all started trending.

../../_images/c06381022437ecf97b2ce17feb0f7ec201be43092baf3e9c0c80945cb2d75eab.png
../../_images/78cbe4d41287e8ad74797666ea715cb58e685a2384ddcab6b1b1d54b5986be91.png
../../_images/78b195cc8de478480f4b8f451e67d4e8bb7ed8cc139f71c0bafd78c1a6cf2625.png
../../_images/bfecfd1e18e6d5b552e15c939f43c01654b51a78f14d6603d2e37173a5e0d8a6.png
../../_images/1d348b3fd7f913dfbcbae2eddf25a5e7e3970bbbaea3245ccbe0e2b035c9e3e7.png
../../_images/97c204b4f189c381ea6370c46c7887e929a76cc770d896f2137e4ade12bbcb41.png

Word association#

To show the search terms are linked to a Topic and to each other, we created a network chart to better understand the association between search terms and their topics.

No of unique characters: 41
No of connections: 36
../../_images/d8424a1b21cc2c39a6a59b865492ca60cc1a8f7c1fe2a063e2649bc754221e34.png

The team was also interested in knowing what was the global impact of Birr devaluation and the ongoing conflicts in the country. For this, we picked some search terms specific to Ethiopia and searched for them in other countries that have substantial Ethiopian presence i.e. United States, United Arab Emirates and South Africa. Unsurpisingly, there were sharp ticks in these search terms around the date of market liberalization announcement.

Trends from other countries#

../../_images/56e9da349928123e4476a5a325fa6dfc660cc69495074dc90673690062411a49.png
../../_images/f92ad5bfc98c89c75cbb271d10380237ce9b17e8b7f0207b19dffe52763fbfba.png
../../_images/0e5fbefba0d1787d765dcefd12742be5ffc124200213158e78c44d296e8e7be6.png

Word association for country data#

No of unique characters: 19
No of connections: 38
../../_images/11f046314d6357cbb1b1d70bf2e1058e6743744542921d601318d17a30382b62.png

Subanational Coverage#

../../_images/7ec7159bf0b206a611c4d1b667c5e3e7078f786a301f815487d60c7bc30bdeea.png ../../_images/e362bf317ba9dd6ddb81bacad296434982799e8869e2c8537d5dedc3046b1368.png ../../_images/88daf1f5e94846d479f71049aa12b96c636b2d1f992039ed3b738943b6da49a8.png ../../_images/3acedfcf917b87bf38872ff0e3d1094a74f2046b4c89bcf5a2090d524a21b559.png

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Ethiopian Opinions on Somaliland: Survey from Premise

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Nighttime Lights Trends

Contents
  • Topic based search
    • Word association
  • Trends from other countries
    • Word association for country data
  • Subanational Coverage

By Development Data Group

Last updated on Oct 30, 2025.

Country borders or names do not necessarily reflect the World Bank Group’s official position. All maps are for illustrative purposes and do not imply the expression of any opinion on the part of the World Bank, concerning the legal status of any country or territory or concerning the delimitation of frontiers or boundaries
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