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Pakistan - Risk Layer Dashboard

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Changing Risk

Hazard and risk are no constants. They can change over time either due to developments in exposure and vulnerability as a consequence of human activity or by variations in external hazards e.g. due to a changing climate.

This panel shows you today's risk radar and line-histograms showing you the distribution of risk for each peril accross the population for today's and future conditions (if known, otherwise constant)

Total risk score today:

Total risk score in 2080:

Today
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2080 (RCP4.5)
Today 2080 (RCP4.5)

Climate Risk by 2080 similar to today in:

Heatwave:
India
Thermal Comfort:
Thailand
Drought:
Iran
Extreme Precipitation:
Kenya

Natural Hazards

Natural hazards are diverse and their impact on each region unique. If a region is affected by a certain peril, its hazard can be quantified both by expected maximum impact within a certain time period or average annual conditions.

This panel shows you different perspectives on natural hazards affecting Pakistan contextualized towards their actual risk to the society and in absolute numbers.

Tropical Cyclone

With landfall on the destination

Tsunami

Sea Level Rise

Climate

1995 2060 (RCP4.5)
(best case)
2060 (RCP8.5)
(worst case)
Temperature range -4.1 - 26.8 °C -0.1 - 30.5 °C 1.0 - 31.7 °C
Heat days 12 42 55
Extreme Precipitation 345.0 mm 482.3 mm 485.8 mm
Total rain 1800.4 mm 2407.8 mm 2421.0 mm
Rainy Days 32 38 38

Society

Societies evolve, in this panel we summarize various economic, societal and environmental parameters together provided by international institutions to measure their respective level of human development.

A low score indicates a difficult precondition in this country. A high score indicates beneficial preconditions on a global comparison.

Access to electricity (% of population)
Rank: Below average
Literacy rate, youth (ages 15-24), gender parity index (GPI)
Rank: Bottom 20%
Literacy rate, youth total (% of people ages 15-24)
Rank: Bottom 20%
Literacy rate, adult total (% of people ages 15 and above)
Rank: Bottom 20%
Women participating in the three decisions (own health care, major household purchases, and visiting family) (% of women age 15-49)
Rank: Below average
Women making their own informed decisions regarding sexual relations, contraceptive use and reproductive health care (% of women age 15-49)
Rank: Below average
Proportion of seats held by women in national parliaments (%)
Rank: Below average
Women Business and the Law Index Score (scale 1-100)
Rank: Bottom 20%
Bribery rate
Rank: Bottom 20%
Corruption Perception Index - Transparency International (2018)
Rank: Below average
Freedom of speech index
Rank: Below average
Human rights index
Rank: Below average
Press freedom index
Rank: Below average
Civil liberties index
Rank: Bottom 20%

Society Indicator Details

Access to electricity (% of population)
Literacy rate, youth (ages 15-24), gender parity index (GPI)
Literacy rate, youth total (% of people ages 15-24)
Literacy rate, adult total (% of people ages 15 and above)
Women participating in the three decisions (own health care, major household purchases, and visiting family) (% of women age 15-49)
Women making their own informed decisions regarding sexual relations, contraceptive use and reproductive health care (% of women age 15-49)
Proportion of seats held by women in national parliaments (%)
Women Business and the Law Index Score (scale 1-100)
Bribery rate
Corruption Perception Index - Transparency International (2018)
Freedom of speech index
Human rights index
Press freedom index
Civil liberties index

    A low score indicates a difficult precondition in this country. A high score indicates beneficial preconditions on a global comparison.

    CO2 emissions (kt)
    Rank: Below average
    Renewable electricity output (% of total electricity output)
    Rank: Above average
    Bird species, threatened
    Rank: Below average
    Droughts, floods, extreme temperatures (% of population, average 1990-2009)
    Rank: Below average
    Fish species, threatened
    Rank: Below average
    Plant species (higher), threatened
    Rank: Above average
    Mammal species, threatened
    Rank: Below average
    Population living in slums (% of urban population)
    Rank: Bottom 20%
    Terrestrial protected areas (% of total land area)
    Rank: Below average
    Marine protected areas (% of territorial waters)
    Rank: Below average
    Terrestrial and marine protected areas (% of total territorial area)
    Rank: Below average
    Plastic waste emitted to the ocean
    Rank: Below average
    Plastic waste mismanaged
    Rank: Bottom 20%

    Environment Indicator Details

    CO2 emissions (kt)
    Renewable electricity output (% of total electricity output)
    Bird species, threatened
    Droughts, floods, extreme temperatures (% of population, average 1990-2009)
    Fish species, threatened
    Plant species (higher), threatened
    Mammal species, threatened
    Population living in slums (% of urban population)
    Terrestrial protected areas (% of total land area)
    Marine protected areas (% of territorial waters)
    Terrestrial and marine protected areas (% of total territorial area)
    Plastic waste emitted to the ocean
    Plastic waste mismanaged

      A low score indicates a difficult precondition in this country. A high score indicates beneficial preconditions on a global comparison.

      Cause of death, by communicable diseases and maternal, prenatal and nutrition conditions (% of total)
      Rank: Below average
      Cause of death, by non-communicable diseases (% of total)
      Rank: Above average
      Prevalence of HIV, total (% of population ages 15-49)
      Rank: Above average
      Hospital beds (per 1,000 people)
      Rank: Bottom 20%
      Incidence of malaria (per 1,000 population at risk)
      Rank: Above average
      Mortality rate attributed to household and ambient air pollution, age-standardized (per 100,000 population)
      Rank: Bottom 20%
      Incidence of tuberculosis (per 100,000 people)
      Rank: Bottom 20%
      Total annual deaths from air pollution
      Rank: Bottom 20%

      Health Indicator Details

      Cause of death, by communicable diseases and maternal, prenatal and nutrition conditions (% of total)
      Cause of death, by non-communicable diseases (% of total)
      Prevalence of HIV, total (% of population ages 15-49)
      Hospital beds (per 1,000 people)
      Incidence of malaria (per 1,000 population at risk)
      Mortality rate attributed to household and ambient air pollution, age-standardized (per 100,000 population)
      Incidence of tuberculosis (per 100,000 people)
      Total annual deaths from air pollution

        A low score indicates a difficult precondition in this country. A high score indicates beneficial preconditions on a global comparison.

        Energy intensity level of primary energy (MJ/$2017 PPP GDP)
        Rank: Below average
        Ease of doing business score (0 = lowest performance to 100 = best performance)
        Rank: About average
        Business extent of disclosure index (0=less disclosure to 10=more disclosure)
        Rank: About average
        Mobile cellular subscriptions (per 100 people)
        Rank: Below average
        Secure Internet servers (per 1 million people)
        Rank: Below average
        Individuals using the Internet (% of population)
        Rank: Bottom 20%
        Gini index
        Rank: Top 20%
        International tourism, number of arrivals
        Rank: Below average

        Economy Indicator Details

        Energy intensity level of primary energy (MJ/$2017 PPP GDP)
        Ease of doing business score (0 = lowest performance to 100 = best performance)
        Business extent of disclosure index (0=less disclosure to 10=more disclosure)
        Mobile cellular subscriptions (per 100 people)
        Secure Internet servers (per 1 million people)
        Individuals using the Internet (% of population)
        Gini index
        International tourism, number of arrivals

          A low score indicates a difficult precondition in this country. A high score indicates beneficial preconditions on a global comparison.

          Forest area (% of land area)
          Rank: Bottom 20%
          Rural population living in areas where elevation is below 5 meters (% of total population)
          Rank: Above average
          Urban population living in areas where elevation is below 5 meters (% of total population)
          Rank: Above average
          Population living in areas where elevation is below 5 meters (% of total population)
          Rank: Above average

          Geography Indicator Details

          Forest area (% of land area)
          Rural population living in areas where elevation is below 5 meters (% of total population)
          Urban population living in areas where elevation is below 5 meters (% of total population)
          Population living in areas where elevation is below 5 meters (% of total population)

            Topics

            This graph examines the news sentiment within a given time interval towards various topics of societal relevance, including natural hazards, unrest and terror. The value indicators positive/negative sentiment within global newsoutlets towards a topic with connection to Pakistan. Only topics with sufficient news coverage are listed.

            Current and previous sentiment cover the differences between e.g. today (or this week) vs. yesterday (or last week).

            Time Window:

            Current Sentiment:

            Previous Sentiment:

            Sentiment by frequent topics

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            Dashwords

            Time

            News sentiment of articles mentioning Pakistan and over time.

            Sentiment over time

            Countries

            Sentiment distribution by co-mentioned countries.

            This distribution indicates whether news articles covering both countries have a positive or negative sentiment.

            News data above has been compiled from the GDELT Project database and processing and analysis was taken out by Risklayer.

            Dashwords

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            mb 4.4
            Depth= 10 km
            37.08°N 69.03°E

            2024/11/17 20:45, 4 days, 13 hours ago

            Thu 14 Nov 2024, 1 week ago
            mb 4.5, 10 km, 35.42°N 59.11°E
            Sun 10 Nov 2024, 1 week ago
            mb 4.5, 33 km, 33.57°N 69.65°E
            Tue 05 Nov 2024, 2 weeks ago
            mb 4.7, 10 km, 38.52°N 70.52°E
            Thu 31 Oct 2024, 3 weeks ago
            mb 4.4, 10 km, 30.78°N 70.64°E
            Wed 30 Oct 2024, 3 weeks ago
            mb 4.3, 10 km, 28.21°N 67.09°E
            Sun 29 Sep 2024, 1 month ago
            mb 4.4, 33 km, 38.12°N 70.07°E
            Sun 29 Sep 2024, 1 month ago
            mb 4.5, 10 km, 28.76°N 65.79°E
            Sun 29 Sep 2024, 1 month ago
            mb 4.5, 35 km, 34.10°N 70.88°E
            Wed 18 Sep 2024, 2 months ago
            mb 5.0, 10 km, 37.74°N 71.70°E
            Wed 11 Sep 2024, 2 months ago
            mb 5.4, 10 km, 31.27°N 70.63°E
            Fri 06 Sep 2024, 2 months ago
            mb 4.5, 10 km, 26.04°N 59.79°E
            Tue 27 Aug 2024, 2 months ago
            mb 4.9, 43 km, 37.68°N 71.62°E
            2 aftershocks
            Tue 20 Aug 2024, 3 months ago
            mb 5.1, 20 km, 34.24°N 74.40°E
            Tue 20 Aug 2024, 3 months ago
            mb 5.1, 10 km, 34.25°N 74.28°E
            Sat 10 Aug 2024, 3 months ago
            mb 4.5, 10 km, 32.63°N 67.68°E
            Mon 29 Jul 2024, 3 months ago
            mb 4.7, 10 km, 26.52°N 59.77°E
            Thu 25 Jul 2024, 3 months ago
            mb 4.6, 30 km, 37.38°N 74.90°E
            Sun 21 Jul 2024, 4 months ago
            mb 4.5, 35 km, 33.38°N 60.48°E
            Thu 18 Jul 2024, 4 months ago
            mb 4.8, 35 km, 38.09°N 69.09°E