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antea04Tuna Acisulucasrodes
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✨ improve WHO empower indicators (#4249)
* ✨ smoking datasets * ✨ improve metadata and regional aggregates * ✨ improve metadata * ✨ improve metadata * ✨ improve metadata * ✨ change indicator names to 'smoke and use tobaccco' * ✨ change indicator names to 'smoke or use tobaccco' * ✨ improve WHO empower indicators * 📊 import data into garden step * 📊 include mpower data in step & improve metadata * ✨ improve metadata * 📊 add smoke free places and improve metadata * ✨ cleanup * ✨ metadata updates (PR review) * ✨ metadata updates (PR review) --------- Co-authored-by: Tuna Acisu <tuna.acisu@ourworldindata.com> Co-authored-by: lucasrodes <lucasrodes@users.noreply.github.com>
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dag/health.yml

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@@ -1293,7 +1293,7 @@ steps:
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- data://garden/un/2024-07-12/un_wpp
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data://grapher/who/2025-04-07/gho_smoking:
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- data://garden/who/2025-04-07/gho_smoking
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#
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# TODO: add step name (just something recognizable)
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#

etl/steps/data/garden/who/2024-01-03/gho.py

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@@ -273,7 +273,7 @@ def set_indicator(tb: Table, short_name: str, meta: dict[str, str]) -> Table:
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markdown_description = ""
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for heading in HEADINGS_TO_USE:
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if heading in meta:
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markdown_description += f"##### {heading}\n{meta[heading]}\n\n"
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markdown_description += f"#### {heading}\n{meta[heading]}\n\n"
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markdown_description = markdown_description.strip()
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# Make sure the value is not the same as dimension

etl/steps/data/garden/who/2025-04-07/gho_smoking.meta.yml

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@@ -5,106 +5,200 @@ definitions:
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- Smoking
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display:
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numDecimalPlaces: 1
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description_key:
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- "{definitions.notes.smoking_risks}"
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- "{definitions.notes.survey_data}"
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notes:
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age_standardization: To allow for comparisons between countries and over time, this metric is [age-standardized](#dod:age_standardized).
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users: The number of current smokers/tobacco users is estimated by multiplying the prevalence of smoking/tobacco use by the population aged 15 years and older.
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regional_aggregates: We calculate regional aggregates as population weighted averages of the country-level estimates. The populations is based on the UN World Population Prospects 2024, the regions we use are defined [here](https://ourworldindata.org/world-region-map-definitions#our-world-in-data).
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survey_data: This estimate is based on national surveys conducted within the last 10 years. The WHO uses the survey data as the basis for a statistical regression model to estimate the prevalence of smoking in the adult population for each year and country. Where no or only incomplete survey data is available, the model uses data from similar countries to estimate the prevalence of smoking. You can find more information about the methodology in the [WHO publication](https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(15)60264-1/abstract)
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smoking_risks: Smoking is a [risk factor](#dod:risk-factor) for chronic complications, including cancers, [cardiovascular disease](#dod:cvd), and premature death.
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# Learn more about the available fields:
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# http://docs.owid.io/projects/etl/architecture/metadata/reference/
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smoking_risks: Smoking is a [risk factor](#dod:risk-factor) for chronic complications, such as cancers or [cardiovascular disease](#dod:cvd), and can lead to premature death.
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gendered_title:
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<% if sex == "both sexes" %>adults<% elif sex == "male" %>male adults<% elif sex == "female" %>female adults<% endif %>
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dataset:
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update_period_days: 541
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title: WHO Global Health Observatory - Smoking indicators
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tables:
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gho_smoking:
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variables:
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cig_smoking_pct:
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title: Share of adults who smoke cigarettes
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unit: "% of adults"
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title: Share of {definitions.notes.gendered_title} who smoke cigarettes
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unit: "% of {definitions.notes.gendered_title}"
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short_unit: "%"
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description_short: Estimated percentage of adults (15 years and older) who currently smoke cigarettes. This includes manufactured and hand-rolled cigarettes, but excludes e-cigarettes and other tobacco products.
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description_short: Estimated percentage of {definitions.notes.gendered_title} (15 years and older) who currently smoke cigarettes. This includes manufactured and hand-rolled cigarettes, but excludes e-cigarettes and other tobacco products.
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description_processing: |-
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- {definitions.notes.regional_aggregates}
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presentation:
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grapher_config:
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note: "{definitions.notes.age_standardization}"
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description_key:
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- "{definitions.notes.smoking_risks}"
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- "{definitions.notes.survey_data}"
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cig_smoking_pct_age_std:
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title: Share of adults who smoke cigarettes (age-standardized)
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unit: "% of adults"
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unit: "% of {definitions.notes.gendered_title}"
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short_unit: "%"
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description_short: Estimated percentage of adults (15 years and older) who currently smoke cigarettes. This includes manufactured and hand-rolled cigarettes, but excludes e-cigarettes and other tobacco products.
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description_short: Estimated percentage of {definitions.notes.gendered_title} (15 years and older) who currently smoke cigarettes. This includes manufactured and hand-rolled cigarettes, but excludes e-cigarettes and other tobacco products.
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description_processing: |-
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- {definitions.notes.regional_aggregates}
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presentation:
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grapher_config:
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note: "{definitions.notes.age_standardization}"
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description_key:
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- "{definitions.notes.smoking_risks}"
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- "{definitions.notes.survey_data}"
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tobacco_smoking_pct:
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title: Share of adults who smoke tobacco
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unit: "% of adults"
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title: Share of {definitions.notes.gendered_title} who smoke tobacco
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unit: "% of {definitions.notes.gendered_title}"
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short_unit: "%"
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description_short: Estimated percentage of adults (15 years and older) who currently smoke tobacco. This includes all forms of tobacco smoking, such as cigarettes, pipes or heated tobacco products, but excludes e-cigarettes and smokeless tobacco products.
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description_short: Estimated percentage of {definitions.notes.gendered_title} (15 years and older) who currently smoke tobacco. This includes all forms of tobacco smoking, such as cigarettes, pipes or heated tobacco products, but excludes e-cigarettes and smokeless tobacco products.
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description_processing: |-
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- {definitions.notes.regional_aggregates}
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description_key:
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- "{definitions.notes.smoking_risks}"
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- "{definitions.notes.survey_data}"
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tobacco_smoking_pct_age_std:
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title: Share of adults who smoke tobacco (age-standardized)
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unit: "% of adults"
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title: Share of {definitions.notes.gendered_title} who smoke tobacco (age-standardized)
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unit: "% of {definitions.notes.gendered_title}"
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short_unit: "%"
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description_short: Estimated percentage of adults (15 years and older) who currently smoke tobacco. This includes all forms of tobacco smoking, such as cigarettes, pipes or heated tobacco products, but excludes e-cigarettes and smokeless tobacco products.
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description_short: Estimated percentage of {definitions.notes.gendered_title} (15 years and older) who currently smoke tobacco. This includes all forms of tobacco smoking, such as cigarettes, pipes or heated tobacco products, but excludes e-cigarettes and smokeless tobacco products.
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description_processing: |-
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- {definitions.notes.regional_aggregates}
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presentation:
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grapher_config:
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note: "{definitions.notes.age_standardization}"
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description_key:
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- "{definitions.notes.smoking_risks}"
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- "{definitions.notes.survey_data}"
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tobacco_use_pct:
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title: Share of adults who smoke or use tobacco
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unit: "% of adults"
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title: Share of {definitions.notes.gendered_title} who smoke or use tobacco
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unit: "% of {definitions.notes.gendered_title}"
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short_unit: "%"
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description_short: Estimated percentage of adults (15 years and older) who currently use tobacco. This includes all forms of tobacco use, such as smoking, chewing or snuffing, but excludes products that do not contain tobacco, such as e-cigarettes.
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description_short: Estimated percentage of {definitions.notes.gendered_title} (15 years and older) who currently use tobacco. This includes all forms of tobacco use, such as smoking, chewing or snuffing, but excludes products that do not contain tobacco, such as e-cigarettes.
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description_processing: |-
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- {definitions.notes.regional_aggregates}
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description_key:
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- "{definitions.notes.smoking_risks}"
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- "{definitions.notes.survey_data}"
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tobacco_use_pct_age_std:
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title: Share of adults who smoke or use tobacco (age-standardized)
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unit: "% of adults"
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title: Share of {definitions.notes.gendered_title} who smoke or use tobacco (age-standardized)
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unit: "% of {definitions.notes.gendered_title}"
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short_unit: "%"
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description_short: Estimated percentage of adults (15 years and older) who currently use tobacco. This includes all forms of tobacco use, such as smoking, chewing or snuffing, but excludes products that do not contain tobacco, such as e-cigarettes.
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description_short: Estimated percentage of {definitions.notes.gendered_title} (15 years and older) who currently use tobacco. This includes all forms of tobacco use, such as smoking, chewing or snuffing, but excludes products that do not contain tobacco, such as e-cigarettes.
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description_processing: |-
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- {definitions.notes.regional_aggregates}
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presentation:
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grapher_config:
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note: "{definitions.notes.age_standardization}"
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description_key:
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- "{definitions.notes.smoking_risks}"
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- "{definitions.notes.survey_data}"
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cig_smokers:
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title: Number of adults who smoke cigarettes
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unit: "adults"
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title: Number of {definitions.notes.gendered_title} who smoke cigarettes
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unit: "{definitions.notes.gendered_title}"
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short_unit: ""
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description_short: Estimated number of adults (15 years and older) who currently smoke cigarettes. This includes manufactured and hand-rolled cigarettes, but excludes e-cigarettes and other tobacco products.
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description_short: Estimated number of {definitions.notes.gendered_title} (15 years and older) who currently smoke cigarettes. This includes manufactured and hand-rolled cigarettes, but excludes e-cigarettes and other tobacco products.
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description_processing: |-
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- {definitions.notes.users}
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display:
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numDecimalPlaces: 0
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description_key:
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- "{definitions.notes.smoking_risks}"
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- "{definitions.notes.survey_data}"
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tobacco_smokers:
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title: Number of adults who smoke tobacco
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unit: "adults"
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title: Number of {definitions.notes.gendered_title} who smoke tobacco
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unit: "{definitions.notes.gendered_title}"
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short_unit: ""
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description_short: Estimated number of adults (15 years and older) who currently smoke tobacco. This includes all forms of tobacco smoking, such as cigarettes, pipes or heated tobacco products, but excludes e-cigarettes and smokeless tobacco products.
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description_short: Estimated number of {definitions.notes.gendered_title} (15 years and older) who currently smoke tobacco. This includes all forms of tobacco smoking, such as cigarettes, pipes or heated tobacco products, but excludes e-cigarettes and smokeless tobacco products.
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description_processing: |-
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- {definitions.notes.users}
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display:
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numDecimalPlaces: 0
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description_key:
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- "{definitions.notes.smoking_risks}"
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- "{definitions.notes.survey_data}"
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tobacco_users:
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title: Number of adults who smoke or use tobacco
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unit: "adults"
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title: Number of {definitions.notes.gendered_title} who smoke or use tobacco
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unit: "{definitions.notes.gendered_title}"
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short_unit: ""
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description_short: Estimated number of adults (15 years and older) who currently use tobacco. This includes all forms of tobacco use, such as smoking, chewing or snuffing, but excludes products that do not contain tobacco, such as e-cigarettes.
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description_short: Estimated number of {definitions.notes.gendered_title} (15 years and older) who currently use tobacco. This includes all forms of tobacco use, such as smoking, chewing or snuffing, but excludes products that do not contain tobacco, such as e-cigarettes.
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description_processing: |-
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- {definitions.notes.users}
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display:
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numDecimalPlaces: 0
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description_key:
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- "{definitions.notes.smoking_risks}"
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- "{definitions.notes.survey_data}"
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# Empower indicators (policy measures)
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gho_smoking_empower:
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variables:
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cig_tax_pct:
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title: Taxes as a share of cigarette price
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unit: "%"
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short_unit: "%"
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description_short: Share of taxes on the retail price of a pack of cigarettes. This includes all taxes and is based on one pack (20 cigarettes) of the most sold brand in the country.
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presentation:
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grapher_config:
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note: In Canada and the USA, the tax share is calculated as the sum of federal and state taxes.
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description_from_producer: |- # This data comes from https://www.who.int/data/gho/data/indicators/indicator-details/GHO/gho-tobacco-control-raise-taxes-national-taxes-pack-of-20
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#### Rationale
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Purpose of this data collection is to monitor the price of tobacco and nicotine products. Monitoring prices of those products helps estimate the burden of applicable indirect/consumption taxes to those products. This also helps monitor change in affordability of those products over time.
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#### Definition
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Prices were collected of the most sold brand of cigarettes (pack of 20 sticks).
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Primary collection of price data in this report involved surveying two types of retail outlets from the capital city of each country, defined as follows:
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Supermarket/hypermarket: chain or independent retail outlets with a selling space of over 2500 square metres and a primary focus on selling food/beverages/tobacco and other groceries. Hypermarkets also sell a range of non-grocery merchandise.
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Kiosk/newsagent/tobacconist/independent food store: small convenience stores, retail outlets selling predominantly food, beverages and tobacco or a combination of these (e.g. kiosk, newsagent or tobacconist) or a wide range of predominantly grocery products (independent food stores or independent small grocers).
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Prices were collected in the local currency in each country. The prices were also converted in international dollars at purchasing power parity (PPP) using the International Monetary Fund (IMF)’s World Economic Outlook implied PPP conversion rates for 2022. Prices were also converted in US$ at official exchange rate using IMF’s exchange rate conversion of national currency per US$, end of period data for July 2022.
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#### Method of measurement
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Prices provided in different quantities (or volume sizes for e-liquids) were standardized to 20 sticks for cigarettes and Heated Tobacco Products (HTPs).
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Prices in local currency were divided by the IMF’s World Economic Outlook implied PPP conversion rates for 2022 for the conversion in international dollars at purchasing power parity (PPP).
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Prices in local currency were also divided by the IMF’s exchange rate conversion of national currency per US$ end of period data for July 2022 for the conversion in US$ at official exchange rates.
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#### Limitations
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In most countries, national level brand-specific price statistics were not available, thus the retail price data were collected from one supermarket/hypermarket or kiosk/newsagent/tobacconist/independent food store usually in the capital city of the country (where survey respondents were mostly located), therefore potentially not being nationally representative.
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tobacco_ad_ban:
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title: Bans on tobacco advertising
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unit: ""
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short_unit: ""
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description_short: |-
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The level of bans on tobacco advertising are defined as follows: No ban, or ban that does not cover national TV, radio and print media; Ban on national TV, radio and print media only; Ban on national TV, radio and print media, as well as on some, but not all other forms of advertising and, lastly, complete ban on all forms of advertising.
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presentation:
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grapher_config:
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note: This indicator includes various forms of advertising such as TV, radio, print media and billboard ads, sponsorships, product placements and promotional discounts.
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cig_afford_pct_gdp:
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title: Affordability of cigarettes (as a share of GDP per capita)
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unit: "%"
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short_unit: "%"
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description_short: |-
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The price of 100 packs of cigarettes as a share of GDP per capita. This price is based on the most-sold brand of cigarettes in a given country and includes taxes. Lower values indicate that cigarettes are more affordable.
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tobacco_help_quit:
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title: Support to help quit smoking
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unit: ""
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short_unit: ""
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description_short: |-
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National support for quitting smoking or tobacco use has different levels:
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- Countries in dark blue offer a national quitline and cover costs for nicotine replacement therapy or other cessation services.
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- Countries in light blue cover the costs of some services, but not all.
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- Countries in orange offer some services, but do not cover any costs.
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tobacco_smoke_free:
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title: Number of smoke-free public places
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unit: "smoke-free public places"
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short_unit: ""
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description_short: |-
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Categories of indoor public places that are completely covered by smoke-free legislation. This monitors eight types of indoor public places: health care facilities, universities, other educational facilities, government buildings, indoor offices, restaurants, pubs and bars and public transport.
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presentation:
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grapher_config:
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note: |-
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A smoking ban only counts as "complete" if it covers all indoor areas of a public place under any circumstances and holds nationwide. This means subnational bans or bans that allow for exceptions (e.g. designated smoking areas) are not counted.

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