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COVID-19: Forecast Trends For The Many Countries

Comprehensive and comparative analysis of forecasts

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries

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About this Dataset

COVID-19: Forecast Trends For The Many Countries

Context

This dataset has CSV-files from notebooks of the dataset COVID-19: Holidays of countries with forecast trends for the many countries for example:

Content

Data has results of the FB Prophet prediction - typical columns.

Acknowledgements

Thanks to the authors of the notebooks of the dataset COVID-19: Holidays of countries

Thanks for the image to iXimus from Pixabay.

Inspiration

Tasks:

  1. What are the general trends?
  2. What is similar between countries? What clusters can be distinguished among countries?
  3. Which countries are abnormally different?

Tables

Forecast Future Dfs 2021–01–24

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_01_24
  • 62.7 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_01_24 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2021–01–31

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_01_31
  • 62.76 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_01_31 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2021–02–07

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_02_07
  • 62.43 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_02_07 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2021–02–14

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_02_14
  • 63.83 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_02_14 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2021–02–21

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_02_21
  • 63.67 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_02_21 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2021–03–01

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_03_01
  • 63.73 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_03_01 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2021–03–07

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_03_07
  • 63.9 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_03_07 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2021–03–21

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_03_21
  • 65.91 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_03_21 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2021–09–04

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_09_04
  • 65.3 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_09_04 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2021–09–26

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_09_26
  • 65.35 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_09_26 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2021–10–05

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_10_05
  • 65.38 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_10_05 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2021–10–11

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_10_11
  • 65.05 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_10_11 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2021–10–25

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_10_25
  • 65.67 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_10_25 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2021–11–07

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_11_07
  • 70.66 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_11_07 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2021–11–21

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_11_21
  • 65.88 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_11_21 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE
);

Forecast Future Dfs 2021–12–07

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2021_12_07
  • 65.67 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2021_12_07 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE
);

Forecast Future Dfs 2022–01–11

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2022_01_11
  • 72.64 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2022_01_11 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE
);

Forecast Future Dfs 2022–01–24

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2022_01_24
  • 63.73 KB
  • 483 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2022_01_24 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2022–02–08

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2022_02_08
  • 65.63 KB
  • 483 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2022_02_08 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

Forecast Future Dfs 2022–02–22

@kaggle.vbmokin_covid19_forecast_trends_for_the_many_countries.forecast_future_dfs_2022_02_22
  • 64.74 KB
  • 490 rows
  • 20 columns
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CREATE TABLE forecast_future_dfs_2022_02_22 (
  "ds" TIMESTAMP,
  "trend" DOUBLE,
  "confirmed" BIGINT,
  "yhat_lower" BIGINT,
  "yhat_upper" BIGINT,
  "trend_lower" DOUBLE,
  "trend_upper" DOUBLE,
  "additive_terms" DOUBLE,
  "additive_terms_lower" DOUBLE,
  "additive_terms_upper" DOUBLE,
  "holidays" DOUBLE,
  "holidays_lower" DOUBLE,
  "holidays_upper" DOUBLE,
  "multiplicative_terms" DOUBLE,
  "multiplicative_terms_lower" DOUBLE,
  "multiplicative_terms_upper" DOUBLE,
  "weekly" DOUBLE,
  "weekly_lower" DOUBLE,
  "weekly_upper" DOUBLE,
  "country" VARCHAR
);

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