Predicting COVID-19 Vaccine Hesitancy

Variables affecting hesitancy in taking COVID 19 vaccine

@kaggle.cid007_predicting_covid19_vaccine_hesitancy

Table List

1 table(136.28 KB)

Vh Data15

@kaggle.cid007_predicting_covid19_vaccine_hesitancy.vh_data15

136.28 KB
3353 rows
42 columns

county_density County Density	vaccine_trust_index Vaccine Trust Index	personal_responsibility Personal Responsibility	trust_science_apolitical Trust Science Apolitical	trust_science_politicians Trust Science Politicians	trust_science_media Trust Science Media	trust_science_community Trust Science Community	trust_national Trust National	trust_state Trust State	trust_local Trust Local	trust_media Trust Media	perceived_risk Perceived Risk	perceived_network_risk Perceived Network Risk	doctor_comfort Doctor Comfort	fear_needles Fear Needles	condition_lung Condition Lung	condition_obesity Condition Obesity	condition_heart Condition Heart	county_cases County Cases	county_cases2wk County Cases2wk	male Male	race Race	age Age	ps_index PS Index	natural_science_literacy Natural Science Literacy	college_degree College Degree	pandemic_impact Pandemic Impact	pandemic_impact_network Pandemic Impact Network	infected_network Infected Network	biden Biden	trump Trump	party_id Party ID	household_income Household Income	evangelical Evangelical	vaccine_hesitant Vaccine Hesitant
137.8517954		10	5	5	5	5	5	5	5	5			8					0.078748852	0.002252394	1	1	67	0.5	0.666666687					No	Yes	Republican	1	1	1
38.75140638	9	5	8	4	6	9	8	2	7	7	10	9	8	6		1	1	0.071311742	0.002438762	1	1	70	0.5	0.833333313	1	4.5	5		Yes	No	Democrat	3
18.10375235	8.666666985	7	6	1	1	6	7	7	9	1	9	8	10	3	1		1	0.119295433	0.002287544		1	69	0.333333343	1		5.5	6	1	No	Yes	Republican	6
26.91291732	4	7	6	6	4	6	6	6	6	5	6	3	7	2	1			0.056908809	0.001454703		1	64	0.5	0.833333313		6	7		Yes	No	Democrat	4	1	1
1541.02667	7	6	6	1	2	6	6	2	7	4	8	8	8					0.082677923	0.001198414	1	1	56	0.333333343	0.833333313	1	2.5	2.5	1	Yes	Yes	Republican	3	1
284.088504	9.666666985	7	6		6	8	3	4	5	7	7	7	10					0.083817966	0.00375585	1	1	68	0.333333343	0.833333313		5	5		Yes	No	Democrat	12
1351.009895	5.333333492	10	5	5		6	5	7	8		5	8	10	5				0.07317134	0.00234373		1	62	0.5	0.5		4.5	5		Yes	No	Independent	4		1
363.7218004	6	5	5	2	3	5	5	5	5	5	9	8	7	1				0.099920772	0.005953316		1		0.166666672	0.666666687	1	2.5	2.5	1	No	Yes	Independent	12
861.2850078	9.666666985	9	10	9	10	10	8	8	8	8	10	10	10					0.081679314	0.001687606		1	73	0.5	1	1	5	4		Yes	No	Democrat	2
1042.130651	10	10	5			5	1	9	3		6	8	10					0.077145733	0.003394008	1	1	64	0.333333343	1	1	4.5	1.5		No	Yes	Republican	7


CREATE TABLE vh_data15 (
  "county_density" DOUBLE,
  "vaccine_trust_index" DOUBLE,
  "personal_responsibility" DOUBLE,
  "trust_science_apolitical" DOUBLE,
  "trust_science_politicians" DOUBLE,
  "trust_science_media" DOUBLE,
  "trust_science_community" DOUBLE,
  "trust_national" DOUBLE,
  "trust_state" DOUBLE,
  "trust_local" DOUBLE,
  "trust_media" DOUBLE,
  "perceived_risk" DOUBLE,
  "perceived_network_risk" DOUBLE,
  "doctor_comfort" DOUBLE,
  "fear_needles" DOUBLE,
  "condition_pregnancy" DOUBLE,
  "condition_asthma" DOUBLE,
  "condition_lung" DOUBLE,
  "condition_diabetes" DOUBLE,
  "condition_immune" DOUBLE,
  "condition_obesity" DOUBLE,
  "condition_heart" DOUBLE,
  "condition_organ" DOUBLE,
  "county_cases" DOUBLE,
  "county_cases2wk" DOUBLE,
  "male" BIGINT,
  "race" BIGINT,
  "age" DOUBLE,
  "ps_index" DOUBLE,
  "natural_science_literacy" DOUBLE,
  "college_degree" DOUBLE,
  "pandemic_impact" DOUBLE,
  "pandemic_impact_network" DOUBLE,
  "infected_personal" DOUBLE,
  "infected_network" DOUBLE,
  "biden" VARCHAR,
  "trump" VARCHAR,
  "party_id" VARCHAR,
  "household_income" DOUBLE,
  "vaccine_required" BIGINT,
  "evangelical" DOUBLE,
  "vaccine_hesitant" BIGINT
);