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Add VT2-examples: all 6 chapters of 'Visualize This' (110 files) — data scraping, ETL, trends, categorical, multivariate, spatial, distribution analysis

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VT2-examples/vt2-ch7-codedata-dir/data/DEC2020.P8_bg/DECENNIALDHC2020.P8-Column-Metadata.csv
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"Column Name","Label"
"GEO_ID","Geography"
"NAME","Geographic Area Name"
"P8_001N"," !!Total:"
"P8_002N"," !!Total:!!Population of one race:"
"P8_003N"," !!Total:!!Population of one race:!!White alone"
"P8_004N"," !!Total:!!Population of one race:!!Black or African American alone"
"P8_005N"," !!Total:!!Population of one race:!!American Indian and Alaska Native alone"
"P8_006N"," !!Total:!!Population of one race:!!Asian alone"
"P8_007N"," !!Total:!!Population of one race:!!Native Hawaiian and Other Pacific Islander alone"
"P8_008N"," !!Total:!!Population of one race:!!Some Other Race alone"
"P8_009N"," !!Total:!!Population of two or more races:"
"P8_010N"," !!Total:!!Population of two or more races:!!Population of two races:"
"P8_011N"," !!Total:!!Population of two or more races:!!Population of two races:!!White; Black or African American"
"P8_012N"," !!Total:!!Population of two or more races:!!Population of two races:!!White; American Indian and Alaska Native"
"P8_013N"," !!Total:!!Population of two or more races:!!Population of two races:!!White; Asian"
"P8_014N"," !!Total:!!Population of two or more races:!!Population of two races:!!White; Native Hawaiian and Other Pacific Islander"
"P8_015N"," !!Total:!!Population of two or more races:!!Population of two races:!!White; Some Other Race"
"P8_016N"," !!Total:!!Population of two or more races:!!Population of two races:!!Black or African American; American Indian and Alaska Native"
"P8_017N"," !!Total:!!Population of two or more races:!!Population of two races:!!Black or African American; Asian"
"P8_018N"," !!Total:!!Population of two or more races:!!Population of two races:!!Black or African American; Native Hawaiian and Other Pacific Islander"
"P8_019N"," !!Total:!!Population of two or more races:!!Population of two races:!!Black or African American; Some Other Race"
"P8_020N"," !!Total:!!Population of two or more races:!!Population of two races:!!American Indian and Alaska Native; Asian"
"P8_021N"," !!Total:!!Population of two or more races:!!Population of two races:!!American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander"
"P8_022N"," !!Total:!!Population of two or more races:!!Population of two races:!!American Indian and Alaska Native; Some Other Race"
"P8_023N"," !!Total:!!Population of two or more races:!!Population of two races:!!Asian; Native Hawaiian and Other Pacific Islander"
"P8_024N"," !!Total:!!Population of two or more races:!!Population of two races:!!Asian; Some Other Race"
"P8_025N"," !!Total:!!Population of two or more races:!!Population of two races:!!Native Hawaiian and Other Pacific Islander; Some Other Race"
"P8_026N"," !!Total:!!Population of two or more races:!!Population of three races:"
"P8_027N"," !!Total:!!Population of two or more races:!!Population of three races:!!White; Black or African American; American Indian and Alaska Native"
"P8_028N"," !!Total:!!Population of two or more races:!!Population of three races:!!White; Black or African American; Asian"
"P8_029N"," !!Total:!!Population of two or more races:!!Population of three races:!!White; Black or African American; Native Hawaiian and Other Pacific Islander"
"P8_030N"," !!Total:!!Population of two or more races:!!Population of three races:!!White; Black or African American; Some Other Race"
"P8_031N"," !!Total:!!Population of two or more races:!!Population of three races:!!White; American Indian and Alaska Native; Asian"
"P8_032N"," !!Total:!!Population of two or more races:!!Population of three races:!!White; American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander"
"P8_033N"," !!Total:!!Population of two or more races:!!Population of three races:!!White; American Indian and Alaska Native; Some Other Race"
"P8_034N"," !!Total:!!Population of two or more races:!!Population of three races:!!White; Asian; Native Hawaiian and Other Pacific Islander"
"P8_035N"," !!Total:!!Population of two or more races:!!Population of three races:!!White; Asian; Some Other Race"
"P8_036N"," !!Total:!!Population of two or more races:!!Population of three races:!!White; Native Hawaiian and Other Pacific Islander; Some Other Race"
"P8_037N"," !!Total:!!Population of two or more races:!!Population of three races:!!Black or African American; American Indian and Alaska Native; Asian"
"P8_038N"," !!Total:!!Population of two or more races:!!Population of three races:!!Black or African American; American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander"
"P8_039N"," !!Total:!!Population of two or more races:!!Population of three races:!!Black or African American; American Indian and Alaska Native; Some Other Race"
"P8_040N"," !!Total:!!Population of two or more races:!!Population of three races:!!Black or African American; Asian; Native Hawaiian and Other Pacific Islander"
"P8_041N"," !!Total:!!Population of two or more races:!!Population of three races:!!Black or African American; Asian; Some Other Race"
"P8_042N"," !!Total:!!Population of two or more races:!!Population of three races:!!Black or African American; Native Hawaiian and Other Pacific Islander; Some Other Race"
"P8_043N"," !!Total:!!Population of two or more races:!!Population of three races:!!American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander"
"P8_044N"," !!Total:!!Population of two or more races:!!Population of three races:!!American Indian and Alaska Native; Asian; Some Other Race"
"P8_045N"," !!Total:!!Population of two or more races:!!Population of three races:!!American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander; Some Other Race"
"P8_046N"," !!Total:!!Population of two or more races:!!Population of three races:!!Asian; Native Hawaiian and Other Pacific Islander; Some Other Race"
"P8_047N"," !!Total:!!Population of two or more races:!!Population of four races:"
"P8_048N"," !!Total:!!Population of two or more races:!!Population of four races:!!White; Black or African American; American Indian and Alaska Native; Asian"
"P8_049N"," !!Total:!!Population of two or more races:!!Population of four races:!!White; Black or African American; American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander"
"P8_050N"," !!Total:!!Population of two or more races:!!Population of four races:!!White; Black or African American; American Indian and Alaska Native; Some Other Race"
"P8_051N"," !!Total:!!Population of two or more races:!!Population of four races:!!White; Black or African American; Asian; Native Hawaiian and Other Pacific Islander"
"P8_052N"," !!Total:!!Population of two or more races:!!Population of four races:!!White; Black or African American; Asian; Some Other Race"
"P8_053N"," !!Total:!!Population of two or more races:!!Population of four races:!!White; Black or African American; Native Hawaiian and Other Pacific Islander; Some Other Race"
"P8_054N"," !!Total:!!Population of two or more races:!!Population of four races:!!White; American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander"
"P8_055N"," !!Total:!!Population of two or more races:!!Population of four races:!!White; American Indian and Alaska Native; Asian; Some Other Race"
"P8_056N"," !!Total:!!Population of two or more races:!!Population of four races:!!White; American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander; Some Other Race"
"P8_057N"," !!Total:!!Population of two or more races:!!Population of four races:!!White; Asian; Native Hawaiian and Other Pacific Islander; Some Other Race"
"P8_058N"," !!Total:!!Population of two or more races:!!Population of four races:!!Black or African American; American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander"
"P8_059N"," !!Total:!!Population of two or more races:!!Population of four races:!!Black or African American; American Indian and Alaska Native; Asian; Some Other Race"
"P8_060N"," !!Total:!!Population of two or more races:!!Population of four races:!!Black or African American; American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander; Some Other Race"
"P8_061N"," !!Total:!!Population of two or more races:!!Population of four races:!!Black or African American; Asian; Native Hawaiian and Other Pacific Islander; Some Other Race"
"P8_062N"," !!Total:!!Population of two or more races:!!Population of four races:!!American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander; Some Other Race"
"P8_063N"," !!Total:!!Population of two or more races:!!Population of five races:"
"P8_064N"," !!Total:!!Population of two or more races:!!Population of five races:!!White; Black or African American; American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander"
"P8_065N"," !!Total:!!Population of two or more races:!!Population of five races:!!White; Black or African American; American Indian and Alaska Native; Asian; Some Other Race"
"P8_066N"," !!Total:!!Population of two or more races:!!Population of five races:!!White; Black or African American; American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander; Some Other Race"
"P8_067N"," !!Total:!!Population of two or more races:!!Population of five races:!!White; Black or African American; Asian; Native Hawaiian and Other Pacific Islander; Some Other Race"
"P8_068N"," !!Total:!!Population of two or more races:!!Population of five races:!!White; American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander; Some Other Race"
"P8_069N"," !!Total:!!Population of two or more races:!!Population of five races:!!Black or African American; American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander; Some Other Race"
"P8_070N"," !!Total:!!Population of two or more races:!!Population of six races:"
"P8_071N"," !!Total:!!Population of two or more races:!!Population of six races:!!White; Black or African American; American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander; Some Other Race"
1 Column Name Label
2 GEO_ID Geography
3 NAME Geographic Area Name
4 P8_001N !!Total:
5 P8_002N !!Total:!!Population of one race:
6 P8_003N !!Total:!!Population of one race:!!White alone
7 P8_004N !!Total:!!Population of one race:!!Black or African American alone
8 P8_005N !!Total:!!Population of one race:!!American Indian and Alaska Native alone
9 P8_006N !!Total:!!Population of one race:!!Asian alone
10 P8_007N !!Total:!!Population of one race:!!Native Hawaiian and Other Pacific Islander alone
11 P8_008N !!Total:!!Population of one race:!!Some Other Race alone
12 P8_009N !!Total:!!Population of two or more races:
13 P8_010N !!Total:!!Population of two or more races:!!Population of two races:
14 P8_011N !!Total:!!Population of two or more races:!!Population of two races:!!White; Black or African American
15 P8_012N !!Total:!!Population of two or more races:!!Population of two races:!!White; American Indian and Alaska Native
16 P8_013N !!Total:!!Population of two or more races:!!Population of two races:!!White; Asian
17 P8_014N !!Total:!!Population of two or more races:!!Population of two races:!!White; Native Hawaiian and Other Pacific Islander
18 P8_015N !!Total:!!Population of two or more races:!!Population of two races:!!White; Some Other Race
19 P8_016N !!Total:!!Population of two or more races:!!Population of two races:!!Black or African American; American Indian and Alaska Native
20 P8_017N !!Total:!!Population of two or more races:!!Population of two races:!!Black or African American; Asian
21 P8_018N !!Total:!!Population of two or more races:!!Population of two races:!!Black or African American; Native Hawaiian and Other Pacific Islander
22 P8_019N !!Total:!!Population of two or more races:!!Population of two races:!!Black or African American; Some Other Race
23 P8_020N !!Total:!!Population of two or more races:!!Population of two races:!!American Indian and Alaska Native; Asian
24 P8_021N !!Total:!!Population of two or more races:!!Population of two races:!!American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander
25 P8_022N !!Total:!!Population of two or more races:!!Population of two races:!!American Indian and Alaska Native; Some Other Race
26 P8_023N !!Total:!!Population of two or more races:!!Population of two races:!!Asian; Native Hawaiian and Other Pacific Islander
27 P8_024N !!Total:!!Population of two or more races:!!Population of two races:!!Asian; Some Other Race
28 P8_025N !!Total:!!Population of two or more races:!!Population of two races:!!Native Hawaiian and Other Pacific Islander; Some Other Race
29 P8_026N !!Total:!!Population of two or more races:!!Population of three races:
30 P8_027N !!Total:!!Population of two or more races:!!Population of three races:!!White; Black or African American; American Indian and Alaska Native
31 P8_028N !!Total:!!Population of two or more races:!!Population of three races:!!White; Black or African American; Asian
32 P8_029N !!Total:!!Population of two or more races:!!Population of three races:!!White; Black or African American; Native Hawaiian and Other Pacific Islander
33 P8_030N !!Total:!!Population of two or more races:!!Population of three races:!!White; Black or African American; Some Other Race
34 P8_031N !!Total:!!Population of two or more races:!!Population of three races:!!White; American Indian and Alaska Native; Asian
35 P8_032N !!Total:!!Population of two or more races:!!Population of three races:!!White; American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander
36 P8_033N !!Total:!!Population of two or more races:!!Population of three races:!!White; American Indian and Alaska Native; Some Other Race
37 P8_034N !!Total:!!Population of two or more races:!!Population of three races:!!White; Asian; Native Hawaiian and Other Pacific Islander
38 P8_035N !!Total:!!Population of two or more races:!!Population of three races:!!White; Asian; Some Other Race
39 P8_036N !!Total:!!Population of two or more races:!!Population of three races:!!White; Native Hawaiian and Other Pacific Islander; Some Other Race
40 P8_037N !!Total:!!Population of two or more races:!!Population of three races:!!Black or African American; American Indian and Alaska Native; Asian
41 P8_038N !!Total:!!Population of two or more races:!!Population of three races:!!Black or African American; American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander
42 P8_039N !!Total:!!Population of two or more races:!!Population of three races:!!Black or African American; American Indian and Alaska Native; Some Other Race
43 P8_040N !!Total:!!Population of two or more races:!!Population of three races:!!Black or African American; Asian; Native Hawaiian and Other Pacific Islander
44 P8_041N !!Total:!!Population of two or more races:!!Population of three races:!!Black or African American; Asian; Some Other Race
45 P8_042N !!Total:!!Population of two or more races:!!Population of three races:!!Black or African American; Native Hawaiian and Other Pacific Islander; Some Other Race
46 P8_043N !!Total:!!Population of two or more races:!!Population of three races:!!American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander
47 P8_044N !!Total:!!Population of two or more races:!!Population of three races:!!American Indian and Alaska Native; Asian; Some Other Race
48 P8_045N !!Total:!!Population of two or more races:!!Population of three races:!!American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander; Some Other Race
49 P8_046N !!Total:!!Population of two or more races:!!Population of three races:!!Asian; Native Hawaiian and Other Pacific Islander; Some Other Race
50 P8_047N !!Total:!!Population of two or more races:!!Population of four races:
51 P8_048N !!Total:!!Population of two or more races:!!Population of four races:!!White; Black or African American; American Indian and Alaska Native; Asian
52 P8_049N !!Total:!!Population of two or more races:!!Population of four races:!!White; Black or African American; American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander
53 P8_050N !!Total:!!Population of two or more races:!!Population of four races:!!White; Black or African American; American Indian and Alaska Native; Some Other Race
54 P8_051N !!Total:!!Population of two or more races:!!Population of four races:!!White; Black or African American; Asian; Native Hawaiian and Other Pacific Islander
55 P8_052N !!Total:!!Population of two or more races:!!Population of four races:!!White; Black or African American; Asian; Some Other Race
56 P8_053N !!Total:!!Population of two or more races:!!Population of four races:!!White; Black or African American; Native Hawaiian and Other Pacific Islander; Some Other Race
57 P8_054N !!Total:!!Population of two or more races:!!Population of four races:!!White; American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander
58 P8_055N !!Total:!!Population of two or more races:!!Population of four races:!!White; American Indian and Alaska Native; Asian; Some Other Race
59 P8_056N !!Total:!!Population of two or more races:!!Population of four races:!!White; American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander; Some Other Race
60 P8_057N !!Total:!!Population of two or more races:!!Population of four races:!!White; Asian; Native Hawaiian and Other Pacific Islander; Some Other Race
61 P8_058N !!Total:!!Population of two or more races:!!Population of four races:!!Black or African American; American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander
62 P8_059N !!Total:!!Population of two or more races:!!Population of four races:!!Black or African American; American Indian and Alaska Native; Asian; Some Other Race
63 P8_060N !!Total:!!Population of two or more races:!!Population of four races:!!Black or African American; American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander; Some Other Race
64 P8_061N !!Total:!!Population of two or more races:!!Population of four races:!!Black or African American; Asian; Native Hawaiian and Other Pacific Islander; Some Other Race
65 P8_062N !!Total:!!Population of two or more races:!!Population of four races:!!American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander; Some Other Race
66 P8_063N !!Total:!!Population of two or more races:!!Population of five races:
67 P8_064N !!Total:!!Population of two or more races:!!Population of five races:!!White; Black or African American; American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander
68 P8_065N !!Total:!!Population of two or more races:!!Population of five races:!!White; Black or African American; American Indian and Alaska Native; Asian; Some Other Race
69 P8_066N !!Total:!!Population of two or more races:!!Population of five races:!!White; Black or African American; American Indian and Alaska Native; Native Hawaiian and Other Pacific Islander; Some Other Race
70 P8_067N !!Total:!!Population of two or more races:!!Population of five races:!!White; Black or African American; Asian; Native Hawaiian and Other Pacific Islander; Some Other Race
71 P8_068N !!Total:!!Population of two or more races:!!Population of five races:!!White; American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander; Some Other Race
72 P8_069N !!Total:!!Population of two or more races:!!Population of five races:!!Black or African American; American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander; Some Other Race
73 P8_070N !!Total:!!Population of two or more races:!!Population of six races:
74 P8_071N !!Total:!!Population of two or more races:!!Population of six races:!!White; Black or African American; American Indian and Alaska Native; Asian; Native Hawaiian and Other Pacific Islander; Some Other Race
VT2-examples/vt2-ch7-codedata-dir/data/DEC2020.P8_bg/DECENNIALDHC2020.P8-Data.csv
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VT2-examples/vt2-ch7-codedata-dir/data/DEC2020.P8_bg/DECENNIALDHC2020.P8-Table-Notes.txt
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=============================================================================================================
TABLE INFO
=============================================================================================================
ID: DECENNIALDHC2020.P8
Title: RACE
=============================================================================================================
NOTES
=============================================================================================================
To protect respondent confidentiality, data have undergone disclosure avoidance methods which add "statistical noise" - small, random additions or subtractions - to the data so that no one can reliably link the published data to a specific person or household. The Census Bureau encourages data users to aggregate small populations and geographies to improve accuracy and diminish implausible results.<br/><br/>
Source: U.S. Census Bureau, 2020 Census Demographic and Housing Characteristics File (DHC)<br/><br/>
Note: For information on data collection, confidentiality protection, nonsampling error, subject definitions, and guidance on using the data, visit the <a href="https://www.census.gov/programs-surveys/decennial-census/technical-documentation/complete-technical-documents.2020.html#dhc-and-dp">2020 Census Demographic and Housing Characteristics File (DHC) Technical Documentation</a> webpage.<br/><br/>