Coronavirus Canada
Covid19_Canada_Dataset
@kaggle.shiyapara_canada_covid19_data
Covid19_Canada_Dataset
@kaggle.shiyapara_canada_covid19_data
The Canada COVID19 dataset consists of two files and extracted from the Public Health Canada website (https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection.html) which contains the COVID-19 outbreak updates from all provinces and territories.
Statistics Canada - Population data by province: https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1710000901.
The dataset consists of the following attributes: pruid, prname, prnameFR, date, numconf, numprob, numdeaths ,numtotal ,untested , numrecover, percentrecover, ratetested, umtoday, percentoday. The following columns are dropped from dataframe: percentoday, numprob, prnameFR, and pruid,
In addition, the mortality rate and P_code were added to the dataframe. Few columns have null values in the early days due to no data collection at the national level. Therefore, those values are filled with '0' values. Correlation test is performed to understand the relationship between confirmed, death, and total cases and such variables are positively correlated.
CREATE TABLE canada_events (
"date" VARCHAR,
"confirmed" BIGINT,
"tested" BIGINT,
"death" DOUBLE,
"description" VARCHAR,
"ca_events" VARCHAR
);CREATE TABLE covid19_0405 (
"pruid" BIGINT,
"prname" VARCHAR,
"prnamefr" VARCHAR,
"date" VARCHAR,
"numconf" BIGINT,
"numprob" BIGINT,
"numdeaths" DOUBLE,
"numtotal" BIGINT,
"numtested" DOUBLE,
"numrecover" DOUBLE,
"percentrecover" DOUBLE,
"ratetested" VARCHAR,
"numtoday" DOUBLE,
"percentoday" DOUBLE
);CREATE TABLE covid19_1105 (
"pruid" BIGINT,
"prname" VARCHAR,
"prnamefr" VARCHAR,
"date" VARCHAR,
"numconf" BIGINT,
"numprob" BIGINT,
"numdeaths" DOUBLE,
"numtotal" BIGINT,
"numtested" DOUBLE,
"numrecover" DOUBLE,
"percentrecover" DOUBLE,
"ratetested" DOUBLE,
"numtoday" DOUBLE,
"percentoday" DOUBLE,
"ratetotal" DOUBLE
);CREATE TABLE covid19_1704 (
"pruid" BIGINT,
"prname" VARCHAR,
"prnamefr" VARCHAR,
"date" VARCHAR,
"numconf" BIGINT,
"numprob" BIGINT,
"numdeaths" DOUBLE,
"numtotal" BIGINT,
"numtested" DOUBLE,
"numrecover" DOUBLE,
"percentrecover" DOUBLE,
"ratetested" VARCHAR,
"numtoday" DOUBLE,
"percentoday" DOUBLE
);CREATE TABLE covid19_1904 (
"pruid" BIGINT,
"prname" VARCHAR,
"prnamefr" VARCHAR,
"date" VARCHAR,
"numconf" BIGINT,
"numprob" BIGINT,
"numdeaths" DOUBLE,
"numtotal" BIGINT,
"numtested" DOUBLE,
"numrecover" DOUBLE,
"percentrecover" DOUBLE,
"ratetested" VARCHAR,
"numtoday" DOUBLE,
"percentoday" DOUBLE
);CREATE TABLE covid19_2204 (
"pruid" BIGINT,
"prname" VARCHAR,
"prnamefr" VARCHAR,
"date" VARCHAR,
"numconf" BIGINT,
"numprob" BIGINT,
"numdeaths" DOUBLE,
"numtotal" BIGINT,
"numtested" DOUBLE,
"numrecover" DOUBLE,
"percentrecover" DOUBLE,
"ratetested" VARCHAR,
"numtoday" DOUBLE,
"percentoday" DOUBLE
);CREATE TABLE covid19_2404 (
"pruid" BIGINT,
"prname" VARCHAR,
"prnamefr" VARCHAR,
"date" VARCHAR,
"numconf" BIGINT,
"numprob" BIGINT,
"numdeaths" DOUBLE,
"numtotal" BIGINT,
"numtested" DOUBLE,
"numrecover" DOUBLE,
"percentrecover" DOUBLE,
"ratetested" VARCHAR,
"numtoday" DOUBLE,
"percentoday" DOUBLE
);CREATE TABLE p_code (
"prname" VARCHAR,
"p_code" VARCHAR,
"population" BIGINT
);Anyone who has the link will be able to view this.