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Datasets:
nateraw
/
avocado-prices

Modalities:
Tabular
Text
Formats:
csv
Size:
10K - 100K
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pandas
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Unnamed: 0
int64
0
52
Date
stringlengths
10
10
AveragePrice
float64
0.44
3.25
Total Volume
float64
84.6
62.5M
4046
float64
0
22.7M
4225
float64
0
20.5M
4770
float64
0
2.55M
Total Bags
float64
0
19.4M
Small Bags
float64
0
13.4M
Large Bags
float64
0
5.72M
XLarge Bags
float64
0
552k
type
stringclasses
2 values
year
int64
2.02k
2.02k
region
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4
19
0
2015-12-27
1.33
64,236.62
1,036.74
54,454.85
48.16
8,696.87
8,603.62
93.25
0
conventional
2,015
Albany
1
2015-12-20
1.35
54,876.98
674.28
44,638.81
58.33
9,505.56
9,408.07
97.49
0
conventional
2,015
Albany
2
2015-12-13
0.93
118,220.22
794.7
109,149.67
130.5
8,145.35
8,042.21
103.14
0
conventional
2,015
Albany
3
2015-12-06
1.08
78,992.15
1,132
71,976.41
72.58
5,811.16
5,677.4
133.76
0
conventional
2,015
Albany
4
2015-11-29
1.28
51,039.6
941.48
43,838.39
75.78
6,183.95
5,986.26
197.69
0
conventional
2,015
Albany
5
2015-11-22
1.26
55,979.78
1,184.27
48,067.99
43.61
6,683.91
6,556.47
127.44
0
conventional
2,015
Albany
6
2015-11-15
0.99
83,453.76
1,368.92
73,672.72
93.26
8,318.86
8,196.81
122.05
0
conventional
2,015
Albany
7
2015-11-08
0.98
109,428.33
703.75
101,815.36
80
6,829.22
6,266.85
562.37
0
conventional
2,015
Albany
8
2015-11-01
1.02
99,811.42
1,022.15
87,315.57
85.34
11,388.36
11,104.53
283.83
0
conventional
2,015
Albany
9
2015-10-25
1.07
74,338.76
842.4
64,757.44
113
8,625.92
8,061.47
564.45
0
conventional
2,015
Albany
10
2015-10-18
1.12
84,843.44
924.86
75,595.85
117.07
8,205.66
7,877.86
327.8
0
conventional
2,015
Albany
11
2015-10-11
1.28
64,489.17
1,582.03
52,677.92
105.32
10,123.9
9,866.27
257.63
0
conventional
2,015
Albany
12
2015-10-04
1.31
61,007.1
2,268.32
49,880.67
101.36
8,756.75
8,379.98
376.77
0
conventional
2,015
Albany
13
2015-09-27
0.99
106,803.39
1,204.88
99,409.21
154.84
6,034.46
5,888.87
145.59
0
conventional
2,015
Albany
14
2015-09-20
1.33
69,759.01
1,028.03
59,313.12
150.5
9,267.36
8,489.1
778.26
0
conventional
2,015
Albany
15
2015-09-13
1.28
76,111.27
985.73
65,696.86
142
9,286.68
8,665.19
621.49
0
conventional
2,015
Albany
16
2015-09-06
1.11
99,172.96
879.45
90,062.62
240.79
7,990.1
7,762.87
227.23
0
conventional
2,015
Albany
17
2015-08-30
1.07
105,693.84
689.01
94,362.67
335.43
10,306.73
10,218.93
87.8
0
conventional
2,015
Albany
18
2015-08-23
1.34
79,992.09
733.16
67,933.79
444.78
10,880.36
10,745.79
134.57
0
conventional
2,015
Albany
19
2015-08-16
1.33
80,043.78
539.65
68,666.01
394.9
10,443.22
10,297.68
145.54
0
conventional
2,015
Albany
20
2015-08-09
1.12
111,140.93
584.63
100,961.46
368.95
9,225.89
9,116.34
109.55
0
conventional
2,015
Albany
21
2015-08-02
1.45
75,133.1
509.94
62,035.06
741.08
11,847.02
11,768.52
78.5
0
conventional
2,015
Albany
22
2015-07-26
1.11
106,757.1
648.75
91,949.05
966.61
13,192.69
13,061.53
131.16
0
conventional
2,015
Albany
23
2015-07-19
1.26
96,617
1,042.1
82,049.4
2,238.02
11,287.48
11,103.49
183.99
0
conventional
2,015
Albany
24
2015-07-12
1.05
124,055.31
672.25
94,693.52
4,257.64
24,431.9
24,290.08
108.49
33.33
conventional
2,015
Albany
25
2015-07-05
1.35
109,252.12
869.45
72,600.55
5,883.16
29,898.96
29,663.19
235.77
0
conventional
2,015
Albany
26
2015-06-28
1.37
89,534.81
664.23
57,545.79
4,662.71
26,662.08
26,311.76
350.32
0
conventional
2,015
Albany
27
2015-06-21
1.27
104,849.39
804.01
76,688.55
5,481.18
21,875.65
21,662
213.65
0
conventional
2,015
Albany
28
2015-06-14
1.32
89,631.3
850.58
55,400.94
4,377.19
29,002.59
28,343.14
659.45
0
conventional
2,015
Albany
29
2015-06-07
1.07
122,743.06
656.71
99,220.82
90.32
22,775.21
22,314.99
460.22
0
conventional
2,015
Albany
30
2015-05-31
1.23
95,123.62
922.37
70,469.69
50.55
23,681.01
23,222.49
458.52
0
conventional
2,015
Albany
31
2015-05-24
1.19
101,470.91
680.27
71,376.81
58.7
29,355.13
28,761.81
593.32
0
conventional
2,015
Albany
32
2015-05-17
1.43
109,857.47
1,150.55
81,955.16
94.32
26,657.44
26,285.43
372.01
0
conventional
2,015
Albany
33
2015-05-10
1.26
120,427.91
1,420.43
102,000.52
185.66
16,821.3
16,535.55
285.75
0
conventional
2,015
Albany
34
2015-05-03
1.2
59,197.67
919.87
45,490.05
217.24
12,570.51
12,201.95
368.56
0
conventional
2,015
Albany
35
2015-04-26
1.22
49,585.46
875.65
35,841.75
89.62
12,778.44
12,076.83
701.61
0
conventional
2,015
Albany
36
2015-04-19
1.19
49,064.73
774.15
33,941.51
47.15
14,301.92
13,602.97
698.95
0
conventional
2,015
Albany
37
2015-04-12
1.13
48,364.29
864.27
30,374.15
21.5
17,104.37
16,438.49
665.88
0
conventional
2,015
Albany
38
2015-04-05
1.16
47,362.13
961.77
35,577.66
93.76
10,728.94
9,869.16
755.61
104.17
conventional
2,015
Albany
39
2015-03-29
1.02
67,799.08
1,402.28
58,623.22
89.5
7,684.08
7,208.49
475.59
0
conventional
2,015
Albany
40
2015-03-22
1.12
46,346.85
2,141.83
34,313.56
141.8
9,749.66
9,252.6
497.06
0
conventional
2,015
Albany
41
2015-03-15
1.11
43,045.79
2,128.26
30,447.17
99.67
10,370.69
9,989.59
381.1
0
conventional
2,015
Albany
42
2015-03-08
1.07
40,507.36
795.68
30,370.64
159.05
9,181.99
8,827.55
354.44
0
conventional
2,015
Albany
43
2015-03-01
0.99
55,595.74
629.46
45,633.34
181.49
9,151.45
8,986.06
165.39
0
conventional
2,015
Albany
44
2015-02-22
1.07
45,675.05
1,088.38
35,056.13
151
9,379.54
9,000.16
379.38
0
conventional
2,015
Albany
45
2015-02-15
1.06
41,567.62
986.66
30,045.51
222.42
10,313.03
9,979.87
333.16
0
conventional
2,015
Albany
46
2015-02-08
0.99
51,253.97
1,357.37
39,111.81
163.25
10,621.54
10,113.1
508.44
0
conventional
2,015
Albany
47
2015-02-01
0.99
70,873.6
1,353.9
60,017.2
179.32
9,323.18
9,170.82
152.36
0
conventional
2,015
Albany
48
2015-01-25
1.06
45,147.5
941.38
33,196.16
164.14
10,845.82
10,103.35
742.47
0
conventional
2,015
Albany
49
2015-01-18
1.17
44,511.28
914.14
31,540.32
135.77
11,921.05
11,651.09
269.96
0
conventional
2,015
Albany
50
2015-01-11
1.24
41,195.08
1,002.85
31,640.34
127.12
8,424.77
8,036.04
388.73
0
conventional
2,015
Albany
51
2015-01-04
1.22
40,873.28
2,819.5
28,287.42
49.9
9,716.46
9,186.93
529.53
0
conventional
2,015
Albany
0
2015-12-27
0.99
386,100.49
292,097.36
27,350.92
297.9
66,354.31
48,605.95
17,748.36
0
conventional
2,015
Atlanta
1
2015-12-20
1.08
331,377.53
251,774.15
20,702.45
103.06
58,797.87
46,930.26
11,867.61
0
conventional
2,015
Atlanta
2
2015-12-13
0.96
417,772.47
324,932.28
31,019.08
275.8
61,545.31
38,903.57
22,628.21
13.53
conventional
2,015
Atlanta
3
2015-12-06
1.07
357,636.82
283,024.01
23,740.85
181.92
50,690.04
37,032.67
13,654.66
2.71
conventional
2,015
Atlanta
4
2015-11-29
0.99
333,280.79
250,288.65
28,889.63
307.83
53,794.68
33,031.72
20,738.55
24.41
conventional
2,015
Atlanta
5
2015-11-22
1
356,414.57
269,799.03
29,732.3
501.16
56,382.08
36,992.3
19,389.78
0
conventional
2,015
Atlanta
6
2015-11-15
1.13
339,860.68
263,915.78
28,442.45
455.97
47,046.48
33,656.42
13,390.06
0
conventional
2,015
Atlanta
7
2015-11-08
1.12
334,041.6
250,441.38
34,483.33
488.24
48,628.65
35,662.93
12,941.12
24.6
conventional
2,015
Atlanta
8
2015-11-01
0.99
419,088.74
290,457.5
62,980.07
252.79
65,398.38
39,460.77
25,929.39
8.22
conventional
2,015
Atlanta
9
2015-10-25
1.09
358,478.08
236,814.29
64,607.97
304.36
56,751.46
31,826.88
24,924.58
0
conventional
2,015
Atlanta
10
2015-10-18
1.09
349,072.48
228,710.28
59,731.79
291.22
60,339.19
36,884.35
23,454.84
0
conventional
2,015
Atlanta
11
2015-10-11
0.95
433,874.46
255,933.32
91,047.32
599.71
86,294.11
41,159.96
45,134.15
0
conventional
2,015
Atlanta
12
2015-10-04
0.96
418,682.26
265,797.09
92,780.33
644.43
59,460.41
14,875.64
44,584.77
0
conventional
2,015
Atlanta
13
2015-09-27
1.07
370,321.17
262,107.44
61,870.63
680.8
45,662.3
20,533.87
25,125.65
2.78
conventional
2,015
Atlanta
14
2015-09-20
0.93
516,432.6
346,118.51
82,762.72
1,349.41
86,201.96
33,698.43
52,442.25
61.28
conventional
2,015
Atlanta
15
2015-09-13
1.07
417,232.18
278,048.26
62,485.97
714.93
75,983.02
46,290.32
29,678.76
13.94
conventional
2,015
Atlanta
16
2015-09-06
0.97
472,136.53
303,113.24
73,675.85
911.25
94,436.19
49,833.55
44,549.67
52.97
conventional
2,015
Atlanta
17
2015-08-30
1.15
382,972.72
275,818.27
44,839.12
1,034.09
61,281.24
47,138.07
14,112.5
30.67
conventional
2,015
Atlanta
18
2015-08-23
1.12
379,054.29
274,462.42
46,223.69
950.09
57,418.09
45,534.11
11,883.98
0
conventional
2,015
Atlanta
19
2015-08-16
1.09
465,213.81
362,579.51
41,992.44
1,424.96
59,216.9
45,068.25
14,148.65
0
conventional
2,015
Atlanta
20
2015-08-09
1.01
503,791.72
385,027.71
47,040.07
4,251.74
67,472.2
45,820.45
21,568.48
83.27
conventional
2,015
Atlanta
21
2015-08-02
1.15
405,898.44
306,587.86
41,906.78
3,515.48
53,888.32
42,126.47
11,720.3
41.55
conventional
2,015
Atlanta
22
2015-07-26
1.08
437,377.75
335,372.02
44,087.07
708
57,210.66
45,114.22
12,096.44
0
conventional
2,015
Atlanta
23
2015-07-19
0.97
557,212.99
446,100.17
47,838.42
1,982.03
61,292.37
45,099.87
16,192.5
0
conventional
2,015
Atlanta
24
2015-07-12
1.14
407,204.88
310,080.33
37,953.24
867.46
58,303.85
46,023.59
12,280.26
0
conventional
2,015
Atlanta
25
2015-07-05
1.01
562,462.33
436,377.91
54,675.38
848.55
70,560.49
50,684.74
19,851
24.75
conventional
2,015
Atlanta
26
2015-06-28
1.13
435,210.71
331,353.43
37,698.53
816.56
65,342.19
52,099.76
13,108.03
134.4
conventional
2,015
Atlanta
27
2015-06-21
0.99
554,763.76
449,311.47
30,231.78
678.4
74,542.11
55,484.76
19,010.81
46.54
conventional
2,015
Atlanta
28
2015-06-14
1.1
465,804.78
386,370.5
17,701.12
471.72
61,261.44
48,612.13
12,578.28
71.03
conventional
2,015
Atlanta
29
2015-06-07
0.99
551,009.05
455,565.92
22,414.17
738.68
72,290.28
50,954.84
21,329.99
5.45
conventional
2,015
Atlanta
30
2015-05-31
1.1
454,702
382,900.99
19,543.18
522.81
51,735.02
40,505.16
11,199.95
29.91
conventional
2,015
Atlanta
31
2015-05-24
0.96
623,212.04
538,126.94
27,284.43
1,260.8
56,539.87
33,867
22,651.15
21.72
conventional
2,015
Atlanta
32
2015-05-17
1.11
451,250.7
386,400.89
18,618.84
838.68
45,392.29
33,710.2
11,682.09
0
conventional
2,015
Atlanta
33
2015-05-10
1.1
480,071.18
413,452.96
18,860.63
1,089.33
46,668.26
34,108.44
12,559.82
0
conventional
2,015
Atlanta
34
2015-05-03
1
634,213.1
538,403.48
28,568.26
1,059.73
66,181.63
32,520.82
33,660.81
0
conventional
2,015
Atlanta
35
2015-04-26
1.12
448,596.76
387,676.81
18,366.33
1,041.78
41,511.84
31,315.29
10,196.55
0
conventional
2,015
Atlanta
36
2015-04-19
1.12
430,966.34
368,709.65
18,040.85
873.24
43,342.6
29,661.72
13,680.88
0
conventional
2,015
Atlanta
37
2015-04-12
0.99
451,101.89
377,578.48
22,419.95
219.14
50,884.32
25,833.07
25,051.25
0
conventional
2,015
Atlanta
38
2015-04-05
1.04
383,139.49
318,473.47
19,254.39
374.51
45,037.12
28,612.48
16,289.92
134.72
conventional
2,015
Atlanta
39
2015-03-29
1.11
365,722.14
305,028.89
16,651.99
261.01
43,780.25
29,313.92
14,466.33
0
conventional
2,015
Atlanta
40
2015-03-22
1
479,590.62
393,591.03
23,419.6
304.89
62,275.1
40,495.12
21,766.54
13.44
conventional
2,015
Atlanta
41
2015-03-15
1.12
399,566.22
336,172.08
16,508.21
310.7
46,575.23
34,911.7
11,625.94
37.59
conventional
2,015
Atlanta
42
2015-03-08
1.1
420,826.32
361,559.22
15,788.71
236.97
43,241.42
33,847.33
9,394.09
0
conventional
2,015
Atlanta
43
2015-03-01
0.99
512,532.44
441,544
21,183.7
347.78
49,456.96
32,180.9
17,273.38
2.68
conventional
2,015
Atlanta
44
2015-02-22
1.1
431,308.56
369,316.29
18,324.76
237.47
43,430.04
33,423.74
10,006.3
0
conventional
2,015
Atlanta
45
2015-02-15
1.06
427,391.28
364,446.77
17,420.41
638.18
44,885.92
26,727.66
18,158.26
0
conventional
2,015
Atlanta
46
2015-02-08
1.03
433,883.91
377,256.38
17,162.5
524.85
38,940.18
18,044.41
20,895.77
0
conventional
2,015
Atlanta
47
2015-02-01
0.96
636,771.37
553,198.56
31,583.38
294.94
51,694.49
10,553.73
41,140.76
0
conventional
2,015
Atlanta
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Dataset Card for Avocado Prices

Dataset Summary

Context

It is a well known fact that Millenials LOVE Avocado Toast. It's also a well known fact that all Millenials live in their parents basements.

Clearly, they aren't buying home because they are buying too much Avocado Toast!

But maybe there's hope... if a Millenial could find a city with cheap avocados, they could live out the Millenial American Dream.

Content

This data was downloaded from the Hass Avocado Board website in May of 2018 & compiled into a single CSV. Here's how the Hass Avocado Board describes the data on their website:

> The table below represents weekly 2018 retail scan data for National retail volume (units) and price. Retail scan data comes directly from retailers’ cash registers based on actual retail sales of Hass avocados. Starting in 2013, the table below reflects an expanded, multi-outlet retail data set. Multi-outlet reporting includes an aggregation of the following channels: grocery, mass, club, drug, dollar and military. The Average Price (of avocados) in the table reflects a per unit (per avocado) cost, even when multiple units (avocados) are sold in bags. The Product Lookup codes (PLU’s) in the table are only for Hass avocados. Other varieties of avocados (e.g. greenskins) are not included in this table.

Some relevant columns in the dataset:

  • Date - The date of the observation
  • AveragePrice - the average price of a single avocado
  • type - conventional or organic
  • year - the year
  • Region - the city or region of the observation
  • Total Volume - Total number of avocados sold
  • 4046 - Total number of avocados with PLU 4046 sold
  • 4225 - Total number of avocados with PLU 4225 sold
  • 4770 - Total number of avocados with PLU 4770 sold

Acknowledgements

Many thanks to the Hass Avocado Board for sharing this data!!

http://www.hassavocadoboard.com/retail/volume-and-price-data

Inspiration

In which cities can millenials have their avocado toast AND buy a home?

Was the Avocadopocalypse of 2017 real?

Supported Tasks and Leaderboards

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Languages

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Dataset Structure

Data Instances

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Data Fields

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Data Splits

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Dataset Creation

Curation Rationale

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Source Data

Initial Data Collection and Normalization

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Who are the source language producers?

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Annotations

Annotation process

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Who are the annotators?

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Personal and Sensitive Information

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Considerations for Using the Data

Social Impact of Dataset

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Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

This dataset was shared by @neuromusic

Licensing Information

The license for this dataset is odbl

Citation Information 

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Contributions

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Models trained or fine-tuned on nateraw/avocado-prices