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U.S. Weather History: KPHL.csv

This table contains data and code behind the story What 12 Months Of Record-Setting Temperatures Looks Like Across The U.S..

Code

Code file Description
wunderground_scraper.py Downloades weather data web pages from Weather Underground
wunderground_parser.py Parses the weather data from Weather Underground into a flat CSV file
visualize_weather.py Creates the visualization of the weather data

Data

Column Description
date The date of the weather record, formatted YYYY-M-D
actual_mean_temp The measured average temperature for that day
actual_min_temp The measured minimum temperature for that day
actual_max_temp The measured maximum temperature for that day
average_min_temp The average minimum temperature on that day since 1880
average_max_temp The average maximum temperature on that day since 1880
record_min_temp The lowest ever temperature on that day since 1880
record_max_temp The highest ever temperature on that day since 1880
record_min_temp_year The year that the lowest ever temperature occurred
record_max_temp_year The year that the highest ever temperature occurred
actual_precipitation The measured amount of rain or snow for that day
average_precipitation The average amount of rain or snow on that day since 1880
record_precipitation The highest amount of rain or snow on that day since 1880

Source: Weather Underground

Data license: CC Attribution 4.0 License · Data source: fivethirtyeight/data on GitHub

365 rows

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Suggested facets: average_precipitation

Link rowid date actual_mean_temp actual_min_temp actual_max_temp average_min_temp average_max_temp record_min_temp record_max_temp record_min_temp_year record_max_temp_year actual_precipitation average_precipitation record_precipitation
1 2014-7-1 83 72 93 68 86 52 102 1988 1901 0.0 0.13 1.04
2 2014-7-2 86 75 96 68 86 52 103 1965 1901 0.21 0.13 1.73
3 2014-7-3 83 74 92 68 87 54 104 1957 1966 0.09 0.12 3.66
4 2014-7-4 73 68 78 68 87 52 103 1986 1966 0.04 0.13 2.08
5 2014-7-5 74 64 83 69 87 55 100 1963 1999 0.0 0.13 4.38
6 2014-7-6 75 64 86 69 87 52 102 1960 2010 0.0 0.13 1.36
7 2014-7-7 84 74 93 69 87 55 103 1968 2010 0.0 0.13 2.97
8 2014-7-8 84 72 95 69 87 53 100 1960 1993 0.17 0.14 2.28
9 2014-7-9 80 71 89 69 87 53 103 1963 1936 0.0 0.15 1.79
10 2014-7-10 81 74 87 69 87 53 104 1963 1936 0.0 0.14 2.99
11 2014-7-11 80 70 90 69 87 55 100 1963 1988 0.0 0.14 1.92
12 2014-7-12 80 70 89 69 87 55 97 1999 1936 0.0 0.15 4.68
13 2014-7-13 82 72 91 69 87 57 98 1998 1994 0.05 0.14 2.8
14 2014-7-14 82 74 90 69 87 52 101 1940 1954 1.18 0.15 2.89
15 2014-7-15 82 73 91 70 87 56 103 1940 1995 0.81 0.15 2.96
16 2014-7-16 78 72 83 70 87 55 102 1946 1988 0.0 0.15 1.89
17 2014-7-17 75 65 84 70 87 56 102 1946 1988 0.0 0.15 2.06
18 2014-7-18 75 65 84 70 87 57 100 1976 2012 0.0 0.15 3.45
19 2014-7-19 75 68 81 70 87 58 100 1962 1930 0.0 0.14 1.93
20 2014-7-20 76 69 82 70 87 57 99 1890 1930 0.0 0.14 2.32
21 2014-7-21 76 66 86 70 87 51 103 1966 1930 0.0 0.14 3.45
22 2014-7-22 79 70 88 70 87 56 103 1944 2011 0.0 0.14 2.98
23 2014-7-23 83 72 93 70 87 58 101 1950 2011 0.05 0.14 3.05
24 2014-7-24 77 70 83 70 87 57 98 1985 2011 0.0 0.14 1.45
25 2014-7-25 74 63 84 70 87 56 96 1953 1999 0.0 0.14 1.35
26 2014-7-26 75 69 81 70 87 56 101 1920 1892 0.22 0.15 1.97
27 2014-7-27 81 70 91 70 87 53 100 1962 1940 1.25 0.15 2.16
28 2014-7-28 77 69 84 70 87 53 100 1962 1941 0.23 0.14 8.02
29 2014-7-29 70 64 76 70 87 59 98 1914 2002 0.0 0.14 3.53
30 2014-7-30 71 62 80 69 87 58 98 1981 1954 0.0 0.14 3.36
31 2014-7-31 76 65 86 69 87 57 102 1895 1954 0.0 0.14 3.0
32 2014-8-1 77 70 83 69 87 56 99 1964 2002 0.19 0.13 2.01
33 2014-8-2 73 68 77 69 87 58 99 1947 1955 0.36 0.12 2.86
34 2014-8-3 72 67 77 69 87 56 98 1959 1975 0.23 0.12 5.63
35 2014-8-4 78 71 84 69 87 52 98 1965 1995 0.0 0.12 2.74
36 2014-8-5 80 69 90 69 87 52 98 1951 1930 0.0 0.12 1.6
37 2014-8-6 76 69 82 69 86 53 103 1957 1918 0.0 0.11 2.74
38 2014-8-7 75 66 84 69 86 54 106 1964 1918 0.0 0.12 3.7
39 2014-8-8 73 63 82 69 86 55 100 1989 2001 0.0 0.12 4.4
40 2014-8-9 77 67 86 69 86 54 101 1964 2001 0.0 0.12 2.36
41 2014-8-10 78 67 88 69 86 54 98 1964 1949 0.0 0.12 2.24
42 2014-8-11 76 66 85 69 86 55 101 1972 1900 0.0 0.11 2.05
43 2014-8-12 74 68 79 69 86 53 99 1962 1900 1.08 0.11 3.29
44 2014-8-13 77 69 85 69 86 51 99 1941 2002 0.0 0.11 5.21
45 2014-8-14 71 62 80 68 86 50 99 1964 2002 0.25 0.12 4.84
46 2014-8-15 69 60 77 68 86 50 98 1964 1988 0.0 0.11 1.54
47 2014-8-16 71 61 81 68 86 53 98 1979 1997 0.0 0.12 2.25
48 2014-8-17 75 65 84 68 85 50 96 1979 1995 0.0 0.11 2.76
49 2014-8-18 73 63 83 68 85 52 97 1961 1995 0.0 0.11 2.54
50 2014-8-19 77 66 87 68 85 51 94 1963 2002 0.0 0.12 3.73
51 2014-8-20 79 71 86 68 85 52 99 1949 1983 0.0 0.12 1.87
52 2014-8-21 76 68 83 68 85 54 96 1949 1916 0.0 0.11 1.77
53 2014-8-22 74 68 79 67 85 52 97 1940 1916 0.08 0.12 2.73
54 2014-8-23 69 64 74 67 85 53 94 1952 1916 0.25 0.12 3.74
55 2014-8-24 74 64 83 67 84 50 93 1957 1972 0.0 0.1 1.7
56 2014-8-25 75 63 86 67 84 47 97 1963 1968 0.0 0.11 3.03
57 2014-8-26 80 69 90 67 84 51 100 1963 1948 0.0 0.1 2.52
58 2014-8-27 78 67 89 66 84 51 98 1963 1948 0.0 0.11 4.77
59 2014-8-28 74 66 81 66 84 49 99 1986 1948 0.0 0.09 2.33
60 2014-8-29 71 61 81 66 84 44 98 1986 1991 0.0 0.1 1.88
61 2014-8-30 71 60 81 66 83 47 100 1986 1953 0.0 0.1 2.32
62 2014-8-31 83 72 93 66 83 45 101 1965 1953 1.11 0.1 3.41
63 2014-9-1 82 74 89 65 83 49 97 1963 1953 0.01 0.1 1.8
64 2014-9-2 84 74 93 65 83 47 100 1963 1953 0.18 0.12 1.89
65 2014-9-3 78 71 85 65 82 51 100 1958 1953 0.0 0.12 3.37
66 2014-9-4 78 68 87 65 82 52 93 1997 1973 0.0 0.12 3.25
67 2014-9-5 81 72 89 64 82 53 92 1994 1961 0.0 0.12 2.45
68 2014-9-6 83 72 93 64 81 48 95 1962 1983 0.01 0.11 2.19
69 2014-9-7 75 66 83 64 81 47 102 1984 1881 0.0 0.12 1.22
70 2014-9-8 71 67 75 63 81 45 96 1962 1939 0.0 0.12 3.65
71 2014-9-9 72 67 76 63 81 49 94 1956 1884 0.0 0.12 1.59
72 2014-9-10 75 67 82 63 80 45 97 1956 1983 0.0 0.11 1.59
73 2014-9-11 76 67 84 62 80 43 98 1917 1983 0.0 0.13 2.1
74 2014-9-12 71 63 78 62 80 45 95 1940 1931 0.0 0.12 4.6
75 2014-9-13 66 59 72 62 79 44 95 1958 1952 0.36 0.13 2.8
76 2014-9-14 61 53 69 61 79 44 92 1975 1995 0.0 0.13 4.69
77 2014-9-15 63 53 72 61 78 45 95 1895 1927 0.0 0.13 2.74
78 2014-9-16 67 59 74 60 78 45 94 1984 1991 0.2 0.13 6.63
79 2014-9-17 66 56 75 60 78 44 94 1959 1991 0.0 0.13 3.48
80 2014-9-18 65 56 74 60 77 42 90 1959 1891 0.0 0.14 1.91
81 2014-9-19 65 58 72 59 77 43 92 1959 1983 0.0 0.13 1.95
82 2014-9-20 68 56 79 59 77 45 90 1956 1983 0.0 0.13 3.04
83 2014-9-21 72 65 79 58 76 38 97 1956 1895 0.0 0.13 2.44
84 2014-9-22 65 57 73 58 76 39 97 1962 1895 0.0 0.13 4.65
85 2014-9-23 61 50 72 58 75 40 97 1983 1895 0.0 0.12 3.72
86 2014-9-24 64 55 73 57 75 40 95 1963 1970 0.04 0.14 2.08
87 2014-9-25 62 59 64 57 75 35 92 1963 1970 0.89 0.13 1.66
88 2014-9-26 67 55 78 56 74 38 92 1963 1970 0.0 0.13 2.79
89 2014-9-27 72 59 84 56 74 36 91 1947 1998 0.0 0.14 1.85
90 2014-9-28 73 60 86 55 73 37 91 1957 1886 0.0 0.13 3.22
91 2014-9-29 70 64 76 55 73 37 89 1942 1921 0.0 0.14 1.87
92 2014-9-30 71 63 79 54 72 38 88 1942 1881 0.0 0.13 2.41
93 2014-10-1 68 62 73 54 72 34 89 1947 1927 0.0 0.11 3.0
94 2014-10-2 68 62 73 54 72 39 87 1966 2002 0.0 0.11 1.52
95 2014-10-3 66 59 72 53 71 33 90 1974 1919 0.06 0.12 1.11
96 2014-10-4 60 50 70 53 71 34 88 1974 1941 0.17 0.1 2.73
97 2014-10-5 52 43 61 52 70 31 96 1961 1941 0.0 0.12 1.71
98 2014-10-6 60 47 72 52 70 32 95 1965 1941 0.0 0.11 1.48
99 2014-10-7 67 63 71 52 70 37 93 1954 1941 0.38 0.1 1.6
100 2014-10-8 66 56 75 51 69 32 89 1964 2007 0.0 0.11 5.53

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CREATE TABLE "us-weather-history/KPHL" (
"date" TEXT,
  "actual_mean_temp" INTEGER,
  "actual_min_temp" INTEGER,
  "actual_max_temp" INTEGER,
  "average_min_temp" INTEGER,
  "average_max_temp" INTEGER,
  "record_min_temp" INTEGER,
  "record_max_temp" INTEGER,
  "record_min_temp_year" INTEGER,
  "record_max_temp_year" INTEGER,
  "actual_precipitation" REAL,
  "average_precipitation" REAL,
  "record_precipitation" REAL
)
Powered by Datasette · Query took 10.664ms · Data license: CC Attribution 4.0 License · Data source: fivethirtyeight/data on GitHub