Dataset statistics
Number of variables | 36 |
---|---|
Number of observations | 932 |
Missing cells | 3361 |
Missing cells (%) | 10.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 204.9 KiB |
Average record size in memory | 225.1 B |
Variable types
BOOL | 12 |
---|---|
NUM | 7 |
UNSUPPORTED | 6 |
CAT | 5 |
DATE | 4 |
URL | 2 |
hasLamb has constant value "932" | Constant |
title has a high cardinality: 720 distinct values | High cardinality |
subtitle has a high cardinality: 673 distinct values | High cardinality |
image_url has a high cardinality: 787 distinct values | High cardinality |
prep_time_minutes has 165 (17.7%) missing values | Missing |
is_gluten_free has 151 (16.2%) missing values | Missing |
protein_grams has 48 (5.2%) missing values | Missing |
fat_grams has 47 (5.0%) missing values | Missing |
sodium_milligrams has 282 (30.3%) missing values | Missing |
carbohydrate_grams has 71 (7.6%) missing values | Missing |
needs_nutrition_info has 856 (91.8%) missing values | Missing |
verified has 800 (85.8%) missing values | Missing |
price_per_serving has 932 (100.0%) missing values | Missing |
title is uniformly distributed | Uniform |
image_url is uniformly distributed | Uniform |
_id is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
type is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
ingredient_list is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
predicted is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
verified is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
price_per_serving is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
position has 52 (5.6%) zeros | Zeros |
Reproduction
Analysis started | 2020-12-04 08:36:28.961909 |
---|---|
Analysis finished | 2020-12-04 08:37:46.062830 |
Duration | 1 minute and 17.1 seconds |
Software version | pandas-profiling v2.9.0 |
Download configuration | config.yaml |
service_name
Categorical
Distinct | 10 |
---|---|
Distinct (%) | 1.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.3 KiB |
Freshly | |
---|---|
Marley Spoon | |
Green Chef | |
HelloFresh | |
Home Chef | |
Other values (5) |
Value | Count | Frequency (%) | |
Freshly | 151 | 16.2% | |
Marley Spoon | 123 | 13.2% | |
Green Chef | 107 | 11.5% | |
HelloFresh | 92 | 9.9% | |
Home Chef | 91 | 9.8% | |
Sun Basket | 90 | 9.7% | |
Dinnerly | 90 | 9.7% | |
EveryPlate | 88 | 9.4% | |
Blue Apron | 76 | 8.2% | |
Purple Carrot | 24 | 2.6% |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Length
Max length | 13 |
---|---|
Median length | 10 |
Mean length | 9.564377682 |
Min length | 7 |
menu_start_date
Date
Distinct | 4 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.3 KiB |
Minimum | 2020-11-22 00:00:00 |
---|---|
Maximum | 2020-12-13 00:00:00 |
Distinct | 720 |
---|---|
Distinct (%) | 77.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.3 KiB |
Better-Than-Takeout: | 13 |
---|---|
#CoffeeBreak | 8 |
Chicken Pad Thai | 5 |
Discontinued | 5 |
Enchilada Power Bowl | 4 |
Other values (715) |
Value | Count | Frequency (%) | |
Better-Than-Takeout: | 13 | 1.4% | |
#CoffeeBreak | 8 | 0.9% | |
Chicken Pad Thai | 5 | 0.5% | |
Discontinued | 5 | 0.5% | |
Enchilada Power Bowl | 4 | 0.4% | |
Buffalo Chicken | 4 | 0.4% | |
#2 Land & Sea Pack: | 4 | 0.4% | |
Cauliflower Shell Beef Bolognese | 4 | 0.4% | |
6 Chicken Breasts | 4 | 0.4% | |
Baked Turkey Meatballs | 4 | 0.4% | |
Other values (710) | 877 | 94.1% |
Unique
Unique | 614 ? |
---|---|
Unique (%) | 65.9% |
Length
Max length | 75 |
---|---|
Median length | 26 |
Mean length | 26.78540773 |
Min length | 10 |
Distinct | 673 |
---|---|
Distinct (%) | 72.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.3 KiB |
easy prep & pan included | 16 |
---|---|
Double the Servings. Same Price. | 9 |
Add a Protein Variety Pack to your box! | 8 |
with Masterful Mac & Cheese | 8 |
stovetop cooking | 8 |
Other values (668) |
Value | Count | Frequency (%) | |
easy prep & pan included | 16 | 1.7% | |
Double the Servings. Same Price. | 9 | 1.0% | |
Add a Protein Variety Pack to your box! | 8 | 0.9% | |
with Masterful Mac & Cheese | 8 | 0.9% | |
stovetop cooking | 8 | 0.9% | |
7 | 0.8% | ||
Serves 6 | 5 | 0.5% | |
with Veggie Stir-Fry & Basmati Rice | 4 | 0.4% | |
with Braised Cabbage & Wild Rice Pilaf | 4 | 0.4% | |
with Sautéed Greens & Charred Cauliflower | 4 | 0.4% | |
Other values (663) | 859 | 92.2% |
Unique
Unique | 545 ? |
---|---|
Unique (%) | 58.5% |
Length
Max length | 87 |
---|---|
Median length | 35 |
Mean length | 36.17596567 |
Min length | 0 |
Distinct | 787 |
---|---|
Distinct (%) | 84.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.3 KiB |
https://res.cloudinary.com/freshly/image/upload/c_fill,f_auto,h_500,w_500/v1602724174/production-meal-image-13231efa-1905-40d4-aca2-208524d1dab1.jpg | 4 |
---|---|
https://res.cloudinary.com/freshly/image/upload/c_fill,f_auto,h_500,w_500/v1602722201/production-meal-image-c3a0b6ae-d4d9-45bf-969d-29d1be99df69.jpg | 4 |
https://res.cloudinary.com/freshly/image/upload/c_fill,f_auto,h_500,w_500/v1602720922/production-meal-image-78404028-87a9-4a8b-9b62-237c164f947b.jpg | 4 |
https://res.cloudinary.com/freshly/image/upload/c_fill,f_auto,h_500,w_500/v1602722651/production-meal-image-a3d43e52-acb8-4c79-9a13-b0d9fdf463bc.jpg | 4 |
https://res.cloudinary.com/freshly/image/upload/c_fill,f_auto,h_500,w_500/v1602722020/production-meal-image-1a05b254-2fc5-4eec-9cec-5b1cde753c06.jpg | 4 |
Other values (782) |
Value | Count | Frequency (%) | |
https://res.cloudinary.com/freshly/image/upload/c_fill,f_auto,h_500,w_500/v1602724174/production-meal-image-13231efa-1905-40d4-aca2-208524d1dab1.jpg | 4 | 0.4% | |
https://res.cloudinary.com/freshly/image/upload/c_fill,f_auto,h_500,w_500/v1602722201/production-meal-image-c3a0b6ae-d4d9-45bf-969d-29d1be99df69.jpg | 4 | 0.4% | |
https://res.cloudinary.com/freshly/image/upload/c_fill,f_auto,h_500,w_500/v1602720922/production-meal-image-78404028-87a9-4a8b-9b62-237c164f947b.jpg | 4 | 0.4% | |
https://res.cloudinary.com/freshly/image/upload/c_fill,f_auto,h_500,w_500/v1602722651/production-meal-image-a3d43e52-acb8-4c79-9a13-b0d9fdf463bc.jpg | 4 | 0.4% | |
https://res.cloudinary.com/freshly/image/upload/c_fill,f_auto,h_500,w_500/v1602722020/production-meal-image-1a05b254-2fc5-4eec-9cec-5b1cde753c06.jpg | 4 | 0.4% | |
https://res.cloudinary.com/freshly/image/upload/c_fill,f_auto,h_500,w_500/v1602721817/production-meal-image-742d749c-3895-4be6-9801-d89aa7ced399.jpg | 4 | 0.4% | |
https://res.cloudinary.com/freshly/image/upload/c_fill,f_auto,h_500,w_500/v1602722297/production-meal-image-bc03284f-22dc-4202-912e-27b16847deec.jpg | 4 | 0.4% | |
https://res.cloudinary.com/freshly/image/upload/c_fill,f_auto,h_500,w_500/v1602724003/production-meal-image-6a799afc-b646-4bcf-88e1-4a31f844df2b.jpg | 4 | 0.4% | |
https://res.cloudinary.com/freshly/image/upload/c_fill,f_auto,h_500,w_500/v1602723269/production-meal-image-0e5c1b0a-7c87-4b3d-a476-3065980a3f2f.jpg | 4 | 0.4% | |
https://res.cloudinary.com/freshly/image/upload/c_fill,f_auto,h_500,w_500/v1602723731/production-meal-image-2b1d9d32-e0de-44b4-a2c5-9c7fa22203d5.jpg | 4 | 0.4% | |
Other values (777) | 892 | 95.7% |
Unique
Unique | 714 ? |
---|---|
Unique (%) | 76.6% |
Length
Max length | 287 |
---|---|
Median length | 125 |
Mean length | 132.8487124 |
Min length | 64 |
details_url
URL
Distinct | 797 |
---|---|
Distinct (%) | 85.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.3 KiB |
https://www.freshly.com/meals/697200?ref=on-the-menu | 4 |
---|---|
https://www.everyplate.com/recipes/6-chicken-breasts-5f96bfb998ecf4455b27d7a4 | 4 |
https://www.freshly.com/meals/697202?ref=on-the-menu | 4 |
https://www.freshly.com/meals/696919?ref=on-the-menu | 4 |
https://www.freshly.com/meals/697257?ref=on-the-menu | 4 |
Other values (792) |
Value | Count | Frequency (%) | |
https://www.freshly.com/meals/697200?ref=on-the-menu | 4 | 0.4% | |
https://www.everyplate.com/recipes/6-chicken-breasts-5f96bfb998ecf4455b27d7a4 | 4 | 0.4% | |
https://www.freshly.com/meals/697202?ref=on-the-menu | 4 | 0.4% | |
https://www.freshly.com/meals/696919?ref=on-the-menu | 4 | 0.4% | |
https://www.freshly.com/meals/697257?ref=on-the-menu | 4 | 0.4% | |
https://www.freshly.com/meals/696859?ref=on-the-menu | 4 | 0.4% | |
https://www.freshly.com/meals/696943?ref=on-the-menu | 4 | 0.4% | |
https://www.freshly.com/meals/696935?ref=on-the-menu | 4 | 0.4% | |
https://www.freshly.com/meals/697245?ref=on-the-menu | 4 | 0.4% | |
https://www.freshly.com/meals/697269?ref=on-the-menu | 4 | 0.4% | |
Other values (787) | 892 | 95.7% |
Value | Count | Frequency (%) | |
https | 932 | 100.0% |
Value | Count | Frequency (%) | |
www.freshly.com | 151 | 16.2% | |
marleyspoon.com | 123 | 13.2% | |
greenchef.com | 107 | 11.5% | |
www.hellofresh.com | 92 | 9.9% | |
www.homechef.com | 91 | 9.8% | |
sunbasket.com | 90 | 9.7% | |
dinnerly.com | 90 | 9.7% | |
www.everyplate.com | 88 | 9.4% | |
www.blueapron.com | 76 | 8.2% | |
www.purplecarrot.com | 24 | 2.6% |
Value | Count | Frequency (%) | |
/meals/697066 | 4 | 0.4% | |
/meals/696807 | 4 | 0.4% | |
/meals/697029 | 4 | 0.4% | |
/meals/696808 | 4 | 0.4% | |
/meals/697208 | 4 | 0.4% | |
/meals/469105 | 4 | 0.4% | |
/meals/697112 | 4 | 0.4% | |
/meals/696770 | 4 | 0.4% | |
/meals/696927 | 4 | 0.4% | |
/meals/697202 | 4 | 0.4% | |
Other values (779) | 892 | 95.7% |
Value | Count | Frequency (%) | |
757 | 81.2% | ||
ref=on-the-menu | 151 | 16.2% | |
plan=chefs_choice | 16 | 1.7% | |
plan=four_servings | 8 | 0.9% |
Value | Count | Frequency (%) | |
932 | 100.0% |
calories
Real number (ℝ≥0)
Distinct | 182 |
---|---|
Distinct (%) | 19.7% |
Missing | 9 |
Missing (%) | 1.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 644.8613218 |
---|---|
Minimum | 40 |
Maximum | 1380 |
Zeros | 0 |
Zeros (%) | 0.0% |
Memory size | 7.3 KiB |
Quantile statistics
Minimum | 40 |
---|---|
5-th percentile | 330 |
Q1 | 520 |
median | 640 |
Q3 | 780 |
95-th percentile | 970 |
Maximum | 1380 |
Range | 1340 |
Interquartile range (IQR) | 260 |
Descriptive statistics
Standard deviation | 204.0273477 |
---|---|
Coefficient of variation (CV) | 0.3163894947 |
Kurtosis | 0.7116245581 |
Mean | 644.8613218 |
Median Absolute Deviation (MAD) | 130 |
Skewness | -0.05346898268 |
Sum | 595207 |
Variance | 41627.15862 |
Monotocity | Not monotonic |
Value | Count | Frequency (%) | |
700 | 26 | 2.8% | |
610 | 25 | 2.7% | |
660 | 22 | 2.4% | |
600 | 21 | 2.3% | |
670 | 20 | 2.1% | |
540 | 20 | 2.1% | |
650 | 19 | 2.0% | |
530 | 19 | 2.0% | |
630 | 18 | 1.9% | |
690 | 18 | 1.9% | |
Other values (172) | 715 | 76.7% |
Value | Count | Frequency (%) | |
40 | 4 | 0.4% | |
45 | 4 | 0.4% | |
50 | 4 | 0.4% | |
140 | 1 | 0.1% | |
150 | 1 | 0.1% |
Value | Count | Frequency (%) | |
1380 | 1 | 0.1% | |
1340 | 1 | 0.1% | |
1300 | 1 | 0.1% | |
1290 | 1 | 0.1% | |
1270 | 1 | 0.1% |
Distinct | 23 |
---|---|
Distinct (%) | 3.0% |
Missing | 165 |
Missing (%) | 17.7% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 31.03129074 |
---|---|
Minimum | 4.5 |
Maximum | 65 |
Zeros | 0 |
Zeros (%) | 0.0% |
Memory size | 7.3 KiB |
Quantile statistics
Minimum | 4.5 |
---|---|
5-th percentile | 12.5 |
Q1 | 25 |
median | 30 |
Q3 | 35 |
95-th percentile | 45 |
Maximum | 65 |
Range | 60.5 |
Interquartile range (IQR) | 10 |
Descriptive statistics
Standard deviation | 9.909693347 |
---|---|
Coefficient of variation (CV) | 0.319345187 |
Kurtosis | 0.3502142359 |
Mean | 31.03129074 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 0.04292844987 |
Sum | 23801 |
Variance | 98.20202222 |
Monotocity | Not monotonic |
Value | Count | Frequency (%) | |
35 | 168 | 18.0% | |
25 | 150 | 16.1% | |
30 | 119 | 12.8% | |
40 | 86 | 9.2% | |
45 | 40 | 4.3% | |
15 | 30 | 3.2% | |
12.5 | 28 | 3.0% | |
20 | 26 | 2.8% | |
37.5 | 19 | 2.0% | |
32.5 | 18 | 1.9% | |
Other values (13) | 83 | 8.9% | |
(Missing) | 165 | 17.7% |
Value | Count | Frequency (%) | |
4.5 | 1 | 0.1% | |
5.5 | 3 | 0.3% | |
7.5 | 4 | 0.4% | |
10 | 9 | 1.0% | |
12.5 | 28 | 3.0% |
Value | Count | Frequency (%) | |
65 | 1 | 0.1% | |
60 | 4 | 0.4% | |
55 | 17 | 1.8% | |
50 | 11 | 1.2% | |
47.5 | 2 | 0.2% |
Distinct | 2 |
---|---|
Distinct (%) | 0.3% |
Missing | 151 |
Missing (%) | 16.2% |
Memory size | 7.3 KiB |
False | |
---|---|
True | |
(Missing) |
Value | Count | Frequency (%) | |
False | 528 | 56.7% | |
True | 253 | 27.1% | |
(Missing) | 151 | 16.2% |
Distinct | 69 |
---|---|
Distinct (%) | 7.8% |
Missing | 48 |
Missing (%) | 5.2% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 32.31334842 |
---|---|
Minimum | 0 |
Maximum | 84 |
Zeros | 1 |
Zeros (%) | 0.1% |
Memory size | 7.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 9 |
Q1 | 24 |
median | 32 |
Q3 | 40 |
95-th percentile | 53 |
Maximum | 84 |
Range | 84 |
Interquartile range (IQR) | 16 |
Descriptive statistics
Standard deviation | 13.13723204 |
---|---|
Coefficient of variation (CV) | 0.4065574349 |
Kurtosis | 0.9258091619 |
Mean | 32.31334842 |
Median Absolute Deviation (MAD) | 8 |
Skewness | 0.1850887521 |
Sum | 28565 |
Variance | 172.5868658 |
Monotocity | Not monotonic |
Value | Count | Frequency (%) | |
34 | 47 | 5.0% | |
36 | 42 | 4.5% | |
31 | 41 | 4.4% | |
27 | 32 | 3.4% | |
29 | 31 | 3.3% | |
30 | 31 | 3.3% | |
39 | 30 | 3.2% | |
26 | 29 | 3.1% | |
22 | 26 | 2.8% | |
33 | 26 | 2.8% | |
Other values (59) | 549 | 58.9% | |
(Missing) | 48 | 5.2% |
Value | Count | Frequency (%) | |
0 | 1 | 0.1% | |
1 | 9 | 1.0% | |
2 | 6 | 0.6% | |
3 | 3 | 0.3% | |
4 | 6 | 0.6% |
Value | Count | Frequency (%) | |
84 | 4 | 0.4% | |
73 | 2 | 0.2% | |
68 | 2 | 0.2% | |
67 | 1 | 0.1% | |
66 | 2 | 0.2% |
Distinct | 78 |
---|---|
Distinct (%) | 8.8% |
Missing | 47 |
Missing (%) | 5.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 32.60677966 |
---|---|
Minimum | 2 |
Maximum | 92 |
Zeros | 0 |
Zeros (%) | 0.0% |
Memory size | 7.3 KiB |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 10 |
Q1 | 22 |
median | 31 |
Q3 | 42 |
95-th percentile | 59 |
Maximum | 92 |
Range | 90 |
Interquartile range (IQR) | 20 |
Descriptive statistics
Standard deviation | 15.07969625 |
---|---|
Coefficient of variation (CV) | 0.4624711918 |
Kurtosis | 0.6935073449 |
Mean | 32.60677966 |
Median Absolute Deviation (MAD) | 10 |
Skewness | 0.5585908555 |
Sum | 28857 |
Variance | 227.3972391 |
Monotocity | Not monotonic |
Value | Count | Frequency (%) | |
26 | 31 | 3.3% | |
34 | 31 | 3.3% | |
28 | 31 | 3.3% | |
27 | 30 | 3.2% | |
22 | 29 | 3.1% | |
32 | 28 | 3.0% | |
17 | 27 | 2.9% | |
30 | 26 | 2.8% | |
36 | 26 | 2.8% | |
29 | 26 | 2.8% | |
Other values (68) | 600 | 64.4% | |
(Missing) | 47 | 5.0% |
Value | Count | Frequency (%) | |
2 | 15 | 1.6% | |
4 | 13 | 1.4% | |
5 | 3 | 0.3% | |
6 | 5 | 0.5% | |
7 | 1 | 0.1% |
Value | Count | Frequency (%) | |
92 | 1 | 0.1% | |
87 | 1 | 0.1% | |
84 | 1 | 0.1% | |
82 | 2 | 0.2% | |
81 | 1 | 0.1% |
Distinct | 249 |
---|---|
Distinct (%) | 38.3% |
Missing | 282 |
Missing (%) | 30.3% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 963.4846154 |
---|---|
Minimum | 65 |
Maximum | 3010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Memory size | 7.3 KiB |
Quantile statistics
Minimum | 65 |
---|---|
5-th percentile | 284.5 |
Q1 | 640 |
median | 920 |
Q3 | 1279.75 |
95-th percentile | 1750 |
Maximum | 3010 |
Range | 2945 |
Interquartile range (IQR) | 639.75 |
Descriptive statistics
Standard deviation | 458.3750766 |
---|---|
Coefficient of variation (CV) | 0.4757471674 |
Kurtosis | 0.3616185964 |
Mean | 963.4846154 |
Median Absolute Deviation (MAD) | 320 |
Skewness | 0.5010956261 |
Sum | 626265 |
Variance | 210107.7109 |
Monotocity | Not monotonic |
Value | Count | Frequency (%) | |
680 | 17 | 1.8% | |
1040 | 13 | 1.4% | |
950 | 12 | 1.3% | |
800 | 10 | 1.1% | |
1060 | 10 | 1.1% | |
760 | 9 | 1.0% | |
810 | 9 | 1.0% | |
520 | 9 | 1.0% | |
930 | 8 | 0.9% | |
960 | 8 | 0.9% | |
Other values (239) | 545 | 58.5% | |
(Missing) | 282 | 30.3% |
Value | Count | Frequency (%) | |
65 | 8 | 0.9% | |
75 | 1 | 0.1% | |
101 | 1 | 0.1% | |
125 | 1 | 0.1% | |
130 | 1 | 0.1% |
Value | Count | Frequency (%) | |
3010 | 1 | 0.1% | |
2680 | 1 | 0.1% | |
2440 | 1 | 0.1% | |
2240 | 1 | 0.1% | |
2180 | 1 | 0.1% |
Distinct | 116 |
---|---|
Distinct (%) | 13.5% |
Missing | 71 |
Missing (%) | 7.6% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 56.38211382 |
---|---|
Minimum | 0 |
Maximum | 164 |
Zeros | 9 |
Zeros (%) | 1.0% |
Memory size | 7.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 6 |
Q1 | 37 |
median | 55 |
Q3 | 77 |
95-th percentile | 102 |
Maximum | 164 |
Range | 164 |
Interquartile range (IQR) | 40 |
Descriptive statistics
Standard deviation | 27.99437827 |
---|---|
Coefficient of variation (CV) | 0.4965116838 |
Kurtosis | -0.3472455961 |
Mean | 56.38211382 |
Median Absolute Deviation (MAD) | 21 |
Skewness | 0.06262716777 |
Sum | 48545 |
Variance | 783.6852146 |
Monotocity | Not monotonic |
Value | Count | Frequency (%) | |
1 | 21 | 2.3% | |
77 | 21 | 2.3% | |
47 | 20 | 2.1% | |
52 | 17 | 1.8% | |
40 | 17 | 1.8% | |
78 | 16 | 1.7% | |
79 | 16 | 1.7% | |
81 | 16 | 1.7% | |
64 | 16 | 1.7% | |
54 | 14 | 1.5% | |
Other values (106) | 687 | 73.7% | |
(Missing) | 71 | 7.6% |
Value | Count | Frequency (%) | |
0 | 9 | 1.0% | |
1 | 21 | 2.3% | |
2 | 2 | 0.2% | |
3 | 4 | 0.4% | |
6 | 8 | 0.9% |
Value | Count | Frequency (%) | |
164 | 1 | 0.1% | |
141 | 1 | 0.1% | |
131 | 1 | 0.1% | |
122 | 1 | 0.1% | |
120 | 2 | 0.2% |
plan_name
Categorical
Distinct | 8 |
---|---|
Distinct (%) | 0.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.3 KiB |
2-Person | 48 |
---|---|
Plant-Powered | 37 |
Keto + Paleo | 36 |
Balanced Living | 34 |
Other values (3) | 52 |
Value | Count | Frequency (%) | |
725 | 77.8% | ||
2-Person | 48 | 5.2% | |
Plant-Powered | 37 | 4.0% | |
Keto + Paleo | 36 | 3.9% | |
Balanced Living | 34 | 3.6% | |
Family | 28 | 3.0% | |
2 Serving Plan | 16 | 1.7% | |
4 Serving Plan | 8 | 0.9% |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Length
Max length | 15 |
---|---|
Median length | 0 |
Mean length | 2.479613734 |
Min length | 0 |
menu_url
URL
Distinct | 24 |
---|---|
Distinct (%) | 2.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.3 KiB |
https://www.freshly.com/on-the-menu | |
---|---|
https://marleyspoon.com/menu | |
https://dinnerly.com/menu | |
https://www.blueapron.com/pages/sample-recipes | |
https://greenchef.com/menus/plant-powered | 37 |
Other values (19) |
Value | Count | Frequency (%) | |
https://www.freshly.com/on-the-menu | 151 | 16.2% | |
https://marleyspoon.com/menu | 123 | 13.2% | |
https://dinnerly.com/menu | 90 | 9.7% | |
https://www.blueapron.com/pages/sample-recipes | 76 | 8.2% | |
https://greenchef.com/menus/plant-powered | 37 | 4.0% | |
https://greenchef.com/menus/keto-and-paleo | 36 | 3.9% | |
https://greenchef.com/menus/balanced-living | 34 | 3.6% | |
https://www.homechef.com/our-menus/23-nov-2020/standard | 25 | 2.7% | |
https://www.purplecarrot.com/weekly-menu | 24 | 2.6% | |
https://www.hellofresh.com/menus/2020-W51 | 23 | 2.5% | |
Other values (14) | 313 | 33.6% |
Value | Count | Frequency (%) | |
https | 932 | 100.0% |
Value | Count | Frequency (%) | |
www.freshly.com | 151 | 16.2% | |
marleyspoon.com | 123 | 13.2% | |
greenchef.com | 107 | 11.5% | |
www.hellofresh.com | 92 | 9.9% | |
www.homechef.com | 91 | 9.8% | |
sunbasket.com | 90 | 9.7% | |
dinnerly.com | 90 | 9.7% | |
www.everyplate.com | 88 | 9.4% | |
www.blueapron.com | 76 | 8.2% | |
www.purplecarrot.com | 24 | 2.6% |
Value | Count | Frequency (%) | |
/menu | 213 | 22.9% | |
/on-the-menu | 151 | 16.2% | |
/pages/sample-recipes | 76 | 8.2% | |
/menus/plant-powered | 37 | 4.0% | |
/menus/keto-and-paleo | 36 | 3.9% | |
/menus/balanced-living | 34 | 3.6% | |
/our-menus/23-nov-2020/standard | 25 | 2.7% | |
/weekly-menu | 24 | 2.6% | |
/menu/2020-12-13 | 23 | 2.5% | |
/menus/2020-W50 | 23 | 2.5% | |
Other values (13) | 290 | 31.1% |
Value | Count | Frequency (%) | |
932 | 100.0% |
Value | Count | Frequency (%) | |
932 | 100.0% |
Distinct | 39 |
---|---|
Distinct (%) | 4.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.04935622 |
---|---|
Minimum | 0 |
Maximum | 38 |
Zeros | 52 |
Zeros (%) | 5.6% |
Memory size | 7.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 4 |
median | 9 |
Q3 | 17 |
95-th percentile | 28 |
Maximum | 38 |
Range | 38 |
Interquartile range (IQR) | 13 |
Descriptive statistics
Standard deviation | 8.573541695 |
---|---|
Coefficient of variation (CV) | 0.7759313323 |
Kurtosis | -0.03669421768 |
Mean | 11.04935622 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 0.7757365186 |
Sum | 10298 |
Variance | 73.5056172 |
Monotocity | Not monotonic |
Value | Count | Frequency (%) | |
0 | 52 | 5.6% | |
1 | 52 | 5.6% | |
2 | 52 | 5.6% | |
3 | 52 | 5.6% | |
5 | 51 | 5.5% | |
4 | 50 | 5.4% | |
6 | 50 | 5.4% | |
7 | 46 | 4.9% | |
8 | 42 | 4.5% | |
9 | 32 | 3.4% | |
Other values (29) | 453 | 48.6% |
Value | Count | Frequency (%) | |
0 | 52 | 5.6% | |
1 | 52 | 5.6% | |
2 | 52 | 5.6% | |
3 | 52 | 5.6% | |
4 | 50 | 5.4% |
Value | Count | Frequency (%) | |
38 | 2 | 0.2% | |
37 | 2 | 0.2% | |
36 | 3 | 0.3% | |
35 | 4 | 0.4% | |
34 | 4 | 0.4% |
inserted_at
Date
Distinct | 25 |
---|---|
Distinct (%) | 2.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.3 KiB |
Minimum | 2020-10-29 04:41:03.438000 |
---|---|
Maximum | 2020-12-03 05:23:31.714000 |
updated_at
Date
Distinct | 25 |
---|---|
Distinct (%) | 2.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.3 KiB |
Minimum | 2020-10-29 04:41:03.438000 |
---|---|
Maximum | 2020-12-03 05:34:49.727000 |
__v
Boolean
Distinct | 2 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.3 KiB |
0 | |
---|---|
1 |
Value | Count | Frequency (%) | |
0 | 762 | 81.8% | |
1 | 170 | 18.2% |
hasBeef
Boolean
Distinct | 2 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
False | |
---|---|
True |
Value | Count | Frequency (%) | |
False | 751 | 80.6% | |
True | 181 | 19.4% |
to_verify
Date
Distinct | 6 |
---|---|
Distinct (%) | 0.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.3 KiB |
Minimum | 2020-10-29 06:19:46.115000 |
---|---|
Maximum | 2020-12-04 00:31:20.225000 |
hasFish
Boolean
Distinct | 2 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
False | |
---|---|
True | 54 |
Value | Count | Frequency (%) | |
False | 878 | 94.2% | |
True | 54 | 5.8% |
hasPork
Boolean
Distinct | 2 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
False | |
---|---|
True |
Value | Count | Frequency (%) | |
False | 814 | 87.3% | |
True | 118 | 12.7% |
hasPoultry
Boolean
Distinct | 2 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
False | |
---|---|
True |
Value | Count | Frequency (%) | |
False | 560 | 60.1% | |
True | 372 | 39.9% |
hasShellfish
Boolean
Distinct | 2 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
False | |
---|---|
True | 33 |
Value | Count | Frequency (%) | |
False | 899 | 96.5% | |
True | 33 | 3.5% |
isVegan
Boolean
Distinct | 2 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
False | |
---|---|
True | 63 |
Value | Count | Frequency (%) | |
False | 869 | 93.2% | |
True | 63 | 6.8% |
isVegetarian
Boolean
Distinct | 2 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
False | |
---|---|
True |
Value | Count | Frequency (%) | |
False | 695 | 74.6% | |
True | 237 | 25.4% |
hasSeafood
Boolean
Distinct | 2 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
False | |
---|---|
True | 83 |
Value | Count | Frequency (%) | |
False | 849 | 91.1% | |
True | 83 | 8.9% |
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
False |
---|
Value | Count | Frequency (%) | |
False | 932 | 100.0% |
Distinct | 2 |
---|---|
Distinct (%) | 2.6% |
Missing | 856 |
Missing (%) | 91.8% |
Memory size | 7.3 KiB |
True | 42 |
---|---|
False | 34 |
(Missing) |
Value | Count | Frequency (%) | |
True | 42 | 4.5% | |
False | 34 | 3.6% | |
(Missing) | 856 | 91.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
_id | service_name | menu_start_date | title | subtitle | type | ingredient_list | image_url | details_url | calories | prep_time_minutes | is_gluten_free | protein_grams | fat_grams | sodium_milligrams | carbohydrate_grams | plan_name | menu_url | position | inserted_at | updated_at | __v | hasBeef | predicted | to_verify | hasFish | hasPork | hasPoultry | hasShellfish | isVegan | isVegetarian | hasSeafood | hasLamb | needs_nutrition_info | verified | price_per_serving | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 5f9a47e78bb5b54cbc2d84b2 | Sun Basket | 2020-11-22 | Gong Bao chicken | with cashews and black rice | MEAT | [{'name': '¾ cup black rice'}, {'name': '1 tablespoon cornstarch'}, {'name': '1 tablespoon sherry vinegar'}, {'name': '1 organic red or other bell pepper'}, {'name': '3 organic scallions'}, {'name': '1 teaspoon Sichuan peppercorns (optional)'}, {'name': '¼ cup whole dried chiles (optional)'}, {'name': 'Sun Basket Gong Bao sauce base (gluten-free tamari - toasted sesame oil - garlic - brown sugar - ginger)'}, {'name': '3 tablespoons dry-roasted cashews'}] | //cdn.sunbasket.com/[email protected] | https://sunbasket.com/recipe/gong-bao-chicken-with-cashews-and-black-rice | 690.0 | 37.5 | True | 33.0 | 29.0 | 810.0 | 75.0 | https://sunbasket.com/menu/2020-11-22 | 5 | 2020-10-29 04:41:03.438 | 2020-10-29 04:41:03.438 | 0 | False | {'hasBeef': 2020-10-29 06:15:25.173000, 'hasFish': 2020-10-29 06:16:00.525000, 'hasPork': 2020-10-29 06:16:37.613000, 'hasPoultry': 2020-10-29 06:17:19.736000, 'hasShellfish': 2020-10-29 06:17:49.843000, 'isVegan': 2020-10-29 06:18:29.231000, 'isVegetarian': 2020-10-29 06:19:00.048000, 'hasSeafood': 2020-10-29 06:19:17.405000, 'hasLamb': 2020-10-29 06:19:46.115000} | 2020-10-29 06:19:46.115 | False | False | True | False | False | False | False | False | NaN | NaN | NaN | |
1 | 5f9a47e78bb5b54cbc2d84b5 | Sun Basket | 2020-11-22 | Cauliflower macaroni | and cheese | VEGETARIAN | [{'name': 'In your tray:'}, {'name': 'Organic cauliflower'}, {'name': 'Organic milk'}, {'name': 'Cheddar'}, {'name': 'Gruyère'}, {'name': 'Elbow macaroni'}, {'name': 'Extra virgin olive oil'}, {'name': 'Parmesan'}, {'name': 'Sodium citrate'}, {'name': 'Panko'}, {'name': 'Parsley'}, {'name': 'Black pepper'}] | //cdn.sunbasket.com/[email protected] | https://sunbasket.com/recipe/cauliflower-macaroni-and-cheese-2 | 530.0 | 27.5 | False | 30.0 | 26.0 | 1300.0 | 47.0 | https://sunbasket.com/menu/2020-11-22 | 20 | 2020-10-29 04:41:03.438 | 2020-10-29 04:41:03.438 | 0 | False | {'hasBeef': 2020-10-29 06:15:25.173000, 'hasFish': 2020-10-29 06:16:00.525000, 'hasPork': 2020-10-29 06:16:37.613000, 'hasPoultry': 2020-10-29 06:17:19.736000, 'hasShellfish': 2020-10-29 06:17:49.843000, 'isVegan': 2020-10-29 06:18:29.231000, 'isVegetarian': 2020-10-29 06:19:00.048000, 'hasSeafood': 2020-10-29 06:19:17.405000, 'hasLamb': 2020-10-29 06:19:46.115000} | 2020-10-29 06:19:46.115 | False | False | False | False | False | True | False | False | NaN | NaN | NaN | |
2 | 5f9a47e78bb5b54cbc2d84b3 | Sun Basket | 2020-11-22 | Beef chili | with cheddar and Greek yogurt | MEAT | [{'name': 'In your tray:'}, {'name': 'Fire-roasted diced tomatoes'}, {'name': 'Ground beef'}, {'name': 'Cooked black beans'}, {'name': 'Organic onion'}, {'name': 'Sun Basket chicken broth (water - chicken broth concentrate)'}, {'name': 'Cheddar'}, {'name': 'Tomato paste'}, {'name': 'Extra virgin olive oil'}, {'name': 'Cornmeal'}, {'name': 'Organic garlic'}, {'name': 'Organic jalapeño'}, {'name': 'Mexican chocolate'}, {'name': 'Ancho chile powder'}, {'name': 'Kosher salt'}, {'name': 'Granulated garlic'}, {'name': 'Cumin'}, {'name': 'Sweet paprika'}, {'name': 'Arrowroot powder'}, {'name': 'Coriander'}, {'name': 'Chipotle chile powder'}, {'name': 'Black pepper'}, {'name': 'Cinnamon'}, {'name': 'In your bag:'}, {'name': 'Organic Greek yogurt'}, {'name': 'Organic fresh cilantro'}] | //cdn.sunbasket.com/[email protected] | https://sunbasket.com/recipe/classic-beef-chili-with-cheddar-and-greek-yogurt | 600.0 | 32.5 | True | 38.0 | 34.0 | 1240.0 | 37.0 | https://sunbasket.com/menu/2020-11-22 | 10 | 2020-10-29 04:41:03.438 | 2020-10-29 04:41:03.438 | 0 | True | {'hasBeef': 2020-10-29 06:15:25.173000, 'hasFish': 2020-10-29 06:16:00.525000, 'hasPork': 2020-10-29 06:16:37.613000, 'hasPoultry': 2020-10-29 06:17:19.736000, 'hasShellfish': 2020-10-29 06:17:49.843000, 'isVegan': 2020-10-29 06:18:29.231000, 'isVegetarian': 2020-10-29 06:19:00.048000, 'hasSeafood': 2020-10-29 06:19:17.405000, 'hasLamb': 2020-10-29 06:19:46.115000} | 2020-10-29 06:19:46.115 | False | False | False | False | False | False | False | False | NaN | NaN | NaN | |
3 | 5f9a47e78bb5b54cbc2d84b1 | Sun Basket | 2020-11-22 | Pork piccata | with lemon-caper pan sauce and sautéed zucchini | MEAT | [{'name': '1 or 2 cloves organic peeled fresh garlic'}, {'name': '1 organic zucchini or yellow squash'}, {'name': '3 tablespoons capers'}, {'name': '5 ounces organic shredded kale or other leafy greens'}, {'name': '1 teaspoon red chile flakes (optional)'}, {'name': '2 boneless pork loin chops (about 6 ounces each)'}, {'name': '4 or 5 sprigs organic fresh flat-leaf parsley'}, {'name': '1½ teaspoons arrowroot powder'}, {'name': '2 teaspoons lemon juice'}] | //cdn.sunbasket.com/[email protected] | https://sunbasket.com/recipe/pork-piccata-with-lemon-caper-pan-sauce-and-sauteed-summer-squash | 380.0 | 20.0 | True | 41.0 | 17.0 | 460.0 | 22.0 | https://sunbasket.com/menu/2020-11-22 | 0 | 2020-10-29 04:41:03.438 | 2020-10-29 04:41:03.438 | 0 | False | {'hasBeef': 2020-10-29 06:15:25.173000, 'hasFish': 2020-10-29 06:16:00.525000, 'hasPork': 2020-10-29 06:16:37.613000, 'hasPoultry': 2020-10-29 06:17:19.736000, 'hasShellfish': 2020-10-29 06:17:49.843000, 'isVegan': 2020-10-29 06:18:29.231000, 'isVegetarian': 2020-10-29 06:19:00.048000, 'hasSeafood': 2020-10-29 06:19:17.405000, 'hasLamb': 2020-10-29 06:19:46.115000} | 2020-10-29 06:19:46.115 | False | True | False | False | False | False | False | False | NaN | NaN | NaN | |
4 | 5f9a47e78bb5b54cbc2d84b7 | Sun Basket | 2020-11-22 | Cheesy chicken Tetrazzini | with mushrooms and a green salad | MEAT | [{'name': 'In your tray:'}, {'name': 'Grilled chicken breasts'}, {'name': 'Sun Basket chicken broth (water - chicken broth concentrate)'}, {'name': 'Egg noodles'}, {'name': 'Organic button mushrooms'}, {'name': 'Organic heavy cream'}, {'name': 'Mozzarella'}, {'name': 'Provolone'}, {'name': 'Organic onion'}, {'name': 'Organic kale'}, {'name': 'Parmesan'}, {'name': 'Extra virgin olive oil'}, {'name': 'Fried shallots'}, {'name': 'Arrowroot powder'}, {'name': 'Organic garlic'}, {'name': 'Kosher salt and black pepper'}, {'name': 'Nutmeg'}, {'name': 'Porcini mushroom powder'}, {'name': 'In your bag:'}, {'name': 'Organic mixed greens or other leafy greens'}, {'name': 'Pickled carrots (organic carrots - rice vinegar)'}, {'name': 'Sun Basket red pepper vinaigrette (EVOO - roasted red peppers - red wine vinegar - Dijon mustard - kosher salt)'}] | //cdn.sunbasket.com/[email protected] | https://sunbasket.com/recipe/cheesy-chicken-tetrazzini-with-mushrooms-and-a-green-salad | 770.0 | 27.5 | False | 39.0 | 53.0 | 1320.0 | 37.0 | https://sunbasket.com/menu/2020-11-22 | 9 | 2020-10-29 04:41:03.438 | 2020-10-29 04:41:03.438 | 0 | False | {'hasBeef': 2020-10-29 06:15:25.173000, 'hasFish': 2020-10-29 06:16:00.525000, 'hasPork': 2020-10-29 06:16:37.613000, 'hasPoultry': 2020-10-29 06:17:19.736000, 'hasShellfish': 2020-10-29 06:17:49.843000, 'isVegan': 2020-10-29 06:18:29.231000, 'isVegetarian': 2020-10-29 06:19:00.048000, 'hasSeafood': 2020-10-29 06:19:17.405000, 'hasLamb': 2020-10-29 06:19:46.115000} | 2020-10-29 06:19:46.115 | False | False | True | False | False | False | False | False | NaN | NaN | NaN | |
5 | 5f9a47e78bb5b54cbc2d84b6 | Sun Basket | 2020-11-22 | Greek meatballs | with tomato-cucumber salad and lemon-tahini dressing | MEAT | [{'name': 'Sun Basket za’atar (sumac - sesame seeds - fennel seeds - dried thyme)'}, {'name': '1 organic cucumber'}, {'name': '2 organic Roma or other tomatoes'}, {'name': '1 organic red onion'}, {'name': '4 or 5 sprigs organic fresh mint'}, {'name': '3 ounces organic baby spinach or other leafy greens'}, {'name': 'Sun Basket lemon-tahini dressing base (lemon juice - tahini - garlic - orange juice - Marash chile flakes)'}] | //cdn.sunbasket.com/[email protected] | https://sunbasket.com/recipe/greek-meatballs-with-tomato-cucumber-salad-and-lemon-tahini-dressing | 590.0 | 20.0 | True | 26.0 | 45.0 | 135.0 | 25.0 | https://sunbasket.com/menu/2020-11-22 | 1 | 2020-10-29 04:41:03.438 | 2020-10-29 04:41:03.438 | 0 | False | {'hasBeef': 2020-10-29 06:15:25.173000, 'hasFish': 2020-10-29 06:16:00.525000, 'hasPork': 2020-10-29 06:16:37.613000, 'hasPoultry': 2020-10-29 06:17:19.736000, 'hasShellfish': 2020-10-29 06:17:49.843000, 'isVegan': 2020-10-29 06:18:29.231000, 'isVegetarian': 2020-10-29 06:19:00.048000, 'hasSeafood': 2020-10-29 06:19:17.405000, 'hasLamb': 2020-10-29 06:19:46.115000} | 2020-10-29 06:19:46.115 | False | False | False | False | False | False | False | False | NaN | NaN | NaN | |
6 | 5f9a47e78bb5b54cbc2d84b8 | Sun Basket | 2020-11-22 | Mediterranean-style halibut | with artichoke hearts and Kalamata olives | MEAT | [{'name': '6 ounces organic fingerling or other small waxy potatoes'}, {'name': '6 ounces organic grape or cherry tomatoes'}, {'name': 'Fish options:'}, {'name': '2 wild Alaskan skinless halibut fillets (about 6 ounces each)'}, {'name': '1 wild Pacific skin-on king salmon fillet (about 10 ounces)'}, {'name': '2 sustainably raised Faroe Islands skinless salmon fillets (about 5 ounces each)'}, {'name': '3 tablespoons pitted Kalamata olives'}, {'name': '1 organic lemon'}, {'name': '4 or 5 sprigs organic fresh Thai basil'}, {'name': '⅓ cup cooked quartered artichoke hearts'}] | //cdn.sunbasket.com/[email protected] | https://sunbasket.com/recipe/mediterranean-style-halibut-with-artichoke-hearts-and-kalamata-olives | 330.0 | 20.0 | True | 31.0 | 12.0 | 450.0 | 30.0 | https://sunbasket.com/menu/2020-11-22 | 14 | 2020-10-29 04:41:03.438 | 2020-10-29 04:41:03.438 | 0 | False | {'hasBeef': 2020-10-29 06:15:25.173000, 'hasFish': 2020-10-29 06:16:00.525000, 'hasPork': 2020-10-29 06:16:37.613000, 'hasPoultry': 2020-10-29 06:17:19.736000, 'hasShellfish': 2020-10-29 06:17:49.843000, 'isVegan': 2020-10-29 06:18:29.231000, 'isVegetarian': 2020-10-29 06:19:00.048000, 'hasSeafood': 2020-10-29 06:19:17.405000, 'hasLamb': 2020-10-29 06:19:46.115000} | 2020-10-29 06:19:46.115 | True | False | False | False | False | False | True | False | NaN | NaN | NaN | |
7 | 5f9a47e78bb5b54cbc2d84b4 | Sun Basket | 2020-11-22 | Black bean tostadas | with squash, pickled onion, and soft-cooked eggs | VEGETARIAN | [{'name': '1 organic red onion'}, {'name': 'Sun Basket quick-pickle brine (apple cider vinegar - honey)'}, {'name': '8 Mi Rancho 100% corn tortillas'}, {'name': '½ pound chopped peeled butternut squash'}, {'name': '2 organic eggs'}, {'name': '1 cup cooked black beans'}, {'name': 'Sun Basket black bean spice blend (onion powder - granulated garlic - cumin - sweet paprika - chili powder - dried Mexican oregano)'}, {'name': '1 organic lime'}, {'name': '4 or 5 sprigs organic fresh cilantro'}, {'name': '1½ ounces queso fresco'}] | //cdn.sunbasket.com/[email protected] | https://sunbasket.com/recipe/black-bean-tostadas-with-quick-pickles-and-soft-cooked-eggs-2 | 710.0 | 37.5 | True | 22.0 | 36.0 | 290.0 | 77.0 | https://sunbasket.com/menu/2020-11-22 | 15 | 2020-10-29 04:41:03.438 | 2020-10-29 04:41:03.438 | 0 | False | {'hasBeef': 2020-10-29 06:15:25.173000, 'hasFish': 2020-10-29 06:16:00.525000, 'hasPork': 2020-10-29 06:16:37.613000, 'hasPoultry': 2020-10-29 06:17:19.736000, 'hasShellfish': 2020-10-29 06:17:49.843000, 'isVegan': 2020-10-29 06:18:29.231000, 'isVegetarian': 2020-10-29 06:19:00.048000, 'hasSeafood': 2020-10-29 06:19:17.405000, 'hasLamb': 2020-10-29 06:19:46.115000} | 2020-10-29 06:19:46.115 | False | False | False | False | False | True | False | False | NaN | NaN | NaN | |
8 | 5f9a47e78bb5b54cbc2d84c1 | Sun Basket | 2020-11-22 | Eggs in purgatory on spicy turkey, mushroom, | and kale hash | MEAT | [{'name': '1 organic yellow onion'}, {'name': '3 ounces organic cremini or other button mushrooms'}, {'name': '10 ounces ground turkey'}, {'name': '3 ounces organic baby kale or other leafy greens'}, {'name': 'Sun Basket arrabbiata sauce base (tomatoes - garlic - sweet smoked paprika - tomato paste - balsamic vinegar - extra virgin olive oil - onion powder - kosher salt - dried oregano - cayenne - black pepper - dried thyme)'}, {'name': '2 organic eggs'}] | //cdn.sunbasket.com/[email protected] | https://sunbasket.com/recipe/eggs-in-purgatory-on-turkey-mushroom-and-kale-hash | 390.0 | 20.0 | True | 31.0 | 22.0 | 300.0 | 20.0 | https://sunbasket.com/menu/2020-11-22 | 2 | 2020-10-29 04:41:03.438 | 2020-10-29 04:41:03.438 | 0 | False | {'hasBeef': 2020-10-29 06:15:25.173000, 'hasFish': 2020-10-29 06:16:00.525000, 'hasPork': 2020-10-29 06:16:37.613000, 'hasPoultry': 2020-10-29 06:17:19.736000, 'hasShellfish': 2020-10-29 06:17:49.843000, 'isVegan': 2020-10-29 06:18:29.231000, 'isVegetarian': 2020-10-29 06:19:00.048000, 'hasSeafood': 2020-10-29 06:19:17.405000, 'hasLamb': 2020-10-29 06:19:46.115000} | 2020-10-29 06:19:46.115 | False | False | True | False | False | False | False | False | NaN | NaN | NaN | |
9 | 5f9a47e78bb5b54cbc2d84b9 | Sun Basket | 2020-11-22 | Spicy Sichuan dan dan noodles | with tofu and spinach | VEGETARIAN | [{'name': 'In your tray:'}, {'name': 'Fresh ramen noodles'}, {'name': 'Organic scallions'}, {'name': 'Toasted sesame oil'}, {'name': 'Kimchi chile flakes'}, {'name': 'In your bag:'}, {'name': 'Sun Basket dan dan sauce (Hodo spicy Sichuan tofu - Sun Basket vegetable broth [water - vegetable broth concentrate] - gluten-free tamari - cashew butter - toasted sesame oil - rice vinegar - honey - garlic - arrowroot powder - ginger - kosher salt - black pepper)'}, {'name': 'Organic baby spinach'}] | //cdn.sunbasket.com/[email protected] | https://sunbasket.com/recipe/spicy-sichuan-dan-dan-noodles-with-tofu-and-spinach-2 | 520.0 | 22.5 | False | 25.0 | 17.0 | 1270.0 | 70.0 | https://sunbasket.com/menu/2020-11-22 | 19 | 2020-10-29 04:41:03.438 | 2020-10-29 04:41:03.438 | 0 | False | {'hasBeef': 2020-10-29 06:15:25.173000, 'hasFish': 2020-10-29 06:16:00.525000, 'hasPork': 2020-10-29 06:16:37.613000, 'hasPoultry': 2020-10-29 06:17:19.736000, 'hasShellfish': 2020-10-29 06:17:49.843000, 'isVegan': 2020-10-29 06:18:29.231000, 'isVegetarian': 2020-10-29 06:19:00.048000, 'hasSeafood': 2020-10-29 06:19:17.405000, 'hasLamb': 2020-10-29 06:19:46.115000} | 2020-10-29 06:19:46.115 | False | False | False | False | False | True | False | False | NaN | NaN | NaN |
Last rows
_id | service_name | menu_start_date | title | subtitle | type | ingredient_list | image_url | details_url | calories | prep_time_minutes | is_gluten_free | protein_grams | fat_grams | sodium_milligrams | carbohydrate_grams | plan_name | menu_url | position | inserted_at | updated_at | __v | hasBeef | predicted | to_verify | hasFish | hasPork | hasPoultry | hasShellfish | isVegan | isVegetarian | hasSeafood | hasLamb | needs_nutrition_info | verified | price_per_serving | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
922 | 5fc8712a9bcc9b02a330579a | Dinnerly | 2020-12-13 | Thai Chicken-Noodle Stir-Fry | with Green Beans | MEAT | [{'name': '5 oz pkg stir-fry noodles'}, {'name': '1 oz Thai red curry paste'}, {'name': '1 lime'}, {'name': '4 oz green beans'}, {'name': '½ lb boneless, skinless chicken strips'}, {'name': 'garlic'}, {'name': '1 oz fresh ginger'}] | https://marleyspoon.com/media/recipes/63184/main_photos/medium/D104_Hero_1-b39169c4848d06167ef205b30cd9b61e.jpg | https://dinnerly.com/menu/63184-thai-chicken-noodle-stir-fry-with-green-beans | 620.0 | 17.5 | True | 29.0 | 26.0 | NaN | 73.0 | https://dinnerly.com/menu | 3 | 2020-12-03 05:01:24.699 | 2020-12-03 05:01:24.699 | 0 | False | {'hasBeef': 2020-12-04 00:26:57.470000, 'hasFish': 2020-12-04 00:27:35.627000, 'hasPork': 2020-12-04 00:28:13.431000, 'hasShellfish': 2020-12-04 00:29:22.745000, 'hasSeafood': 2020-12-04 00:30:50.866000, 'hasLamb': 2020-12-04 00:31:20.225000} | 2020-12-04 00:31:20.225 | False | False | True | False | False | False | False | False | NaN | NaN | NaN | |
923 | 5fc8712a9bcc9b02a330579b | Dinnerly | 2020-12-13 | Better-Than-Takeout: | Smoky Chicken Tacos with Tangy Slaw | MEAT | [{'name': '6 (6-inch) flour tortillas'}, {'name': '½ lb pkg boneless, skinless chicken breasts'}, {'name': 'shredded cabbage blend'}, {'name': '1 pkt sour cream'}, {'name': '1 oz chipotle chiles in adobo sauce'}, {'name': 'garlic'}] | https://marleyspoon.com/media/recipes/63190/main_photos/medium/better-ed21b27d2307c55006595eaf1b154918.jpeg | https://dinnerly.com/menu/63190-better-than-takeout-smoky-chicken-tacos-with-tangy-slaw | 540.0 | 25.0 | False | 49.0 | 26.0 | NaN | 44.0 | https://dinnerly.com/menu | 8 | 2020-12-03 05:01:24.699 | 2020-12-03 05:01:24.699 | 0 | False | {'hasBeef': 2020-12-04 00:26:57.470000, 'hasFish': 2020-12-04 00:27:35.627000, 'hasPork': 2020-12-04 00:28:13.431000, 'hasShellfish': 2020-12-04 00:29:22.745000, 'hasSeafood': 2020-12-04 00:30:50.866000, 'hasLamb': 2020-12-04 00:31:20.225000} | 2020-12-04 00:31:20.225 | False | False | True | False | False | False | False | False | NaN | NaN | NaN | |
924 | 5fc8712a9bcc9b02a330578c | Dinnerly | 2020-12-13 | Sweet & Sticky Cauliflower | with Scallion-Edamame Rice | VEGETARIAN | [{'name': '2 oz tamari soy sauce (use half)'}, {'name': '3 oz Thai sweet chili sauce'}, {'name': '2½ oz edamame'}, {'name': '5 oz jasmine rice'}, {'name': '1½ lbs cauliflower'}, {'name': '1 oz scallions'}] | https://marleyspoon.com/media/recipes/63177/main_photos/medium/sweet-117237abcc5e67a6b3e36c4ec6b7f323.jpeg | https://dinnerly.com/menu/63177-sweet-sticky-cauliflower-with-scallion-edamame-rice | 850.0 | 35.0 | False | 22.0 | 19.0 | NaN | 141.0 | https://dinnerly.com/menu | 15 | 2020-12-03 05:01:24.699 | 2020-12-03 05:01:24.699 | 0 | False | {'hasBeef': 2020-12-04 00:26:57.470000, 'hasFish': 2020-12-04 00:27:35.627000, 'hasPork': 2020-12-04 00:28:13.431000, 'hasPoultry': 2020-12-04 00:28:53.016000, 'hasShellfish': 2020-12-04 00:29:22.745000, 'isVegan': 2020-12-04 00:30:01.257000, 'hasSeafood': 2020-12-04 00:30:50.866000, 'hasLamb': 2020-12-04 00:31:20.225000} | 2020-12-04 00:31:20.225 | False | False | False | False | False | True | False | False | NaN | NaN | NaN | |
925 | 5fc8712a9bcc9b02a33057a3 | Dinnerly | 2020-12-13 | Cheeseburger | with Salt & Vinegar Oven Fries | MEAT | [{'name': '4 oz shredded cheddar-jack blend'}, {'name': '2 potato buns'}, {'name': '10 oz grass-fed ground beef'}, {'name': '1 russet potato'}] | https://marleyspoon.com/media/recipes/65073/main_photos/medium/cheeseburger-0f75017fc24fc020a5a9a6d7525fab40.jpeg | https://dinnerly.com/menu/65073-cheeseburger-with-salt-vinegar-oven-fries | 970.0 | 35.0 | False | 50.0 | 59.0 | NaN | 67.0 | https://dinnerly.com/menu | 2 | 2020-12-03 05:01:24.699 | 2020-12-03 05:01:24.699 | 0 | True | {'hasBeef': 2020-12-04 00:26:57.470000, 'hasFish': 2020-12-04 00:27:35.627000, 'hasPork': 2020-12-04 00:28:13.431000, 'hasPoultry': 2020-12-04 00:28:53.016000, 'hasShellfish': 2020-12-04 00:29:22.745000, 'hasSeafood': 2020-12-04 00:30:50.866000, 'hasLamb': 2020-12-04 00:31:20.225000} | 2020-12-04 00:31:20.225 | False | False | False | False | False | False | False | False | NaN | NaN | NaN | |
926 | 5fc8712a9bcc9b02a33057a6 | Dinnerly | 2020-12-13 | 'Tis the Season to Bake: | Chocolate Sprinkle Cookies & Iced Eggnog Cake | True | [{'name': '5 oz confectioners sugar'}, {'name': '1 oz rainbow sprinkles'}, {'name': 'pie spice blend (use 2 tsp)'}, {'name': '10 oz granulated sugar'}, {'name': '2 (10 oz) pkgs self-rising flour'}, {'name': '3 oz chocolate chips'}] | https://marleyspoon.com/media/recipes/63385/main_photos/medium/tis_the_season_to_bake-7039373f74bc1bacc6e4b68eb3b16497.jpeg | https://dinnerly.com/menu/63385-tis-the-season-to-bake-chocolate-sprinkle-cookies-iced-eggnog-cake | 390.0 | 55.0 | False | 5.0 | 17.0 | NaN | 58.0 | https://dinnerly.com/menu | 17 | 2020-12-03 05:01:24.699 | 2020-12-03 05:01:24.699 | 0 | False | {'type': 2020-12-04 00:26:39.402000, 'hasBeef': 2020-12-04 00:26:57.470000, 'hasFish': 2020-12-04 00:27:35.627000, 'hasPork': 2020-12-04 00:28:13.431000, 'hasPoultry': 2020-12-04 00:28:53.016000, 'hasShellfish': 2020-12-04 00:29:22.745000, 'isVegan': 2020-12-04 00:30:01.257000, 'isVegetarian': 2020-12-04 00:30:32.480000, 'hasSeafood': 2020-12-04 00:30:50.866000, 'hasLamb': 2020-12-04 00:31:20.225000} | 2020-12-04 00:31:20.225 | False | False | False | False | False | True | False | False | NaN | NaN | NaN | |
927 | 5fc8712a9bcc9b02a33057a7 | Dinnerly | 2020-12-13 | Shrimp & Chicken Breasts: | Treat Yourself! | MEAT | [{'name': '½ lb pkg boneless, skinless chicken breasts'}, {'name': '8 oz pkg shrimp (use immediately or freeze until ready to use)'}] | https://marleyspoon.com/media/recipes/63199/main_photos/medium/shrimp-e2a661ea769d3049997ab3a1271f2ccb.jpeg | https://dinnerly.com/menu/63199-shrimp-chicken-breasts-treat-yourself | 220.0 | NaN | True | 41.0 | 4.0 | NaN | 1.0 | https://dinnerly.com/menu | 22 | 2020-12-03 05:01:24.699 | 2020-12-03 05:01:24.699 | 0 | False | {'hasBeef': 2020-12-04 00:26:57.470000, 'hasFish': 2020-12-04 00:27:35.627000, 'hasPork': 2020-12-04 00:28:13.431000, 'hasShellfish': 2020-12-04 00:29:22.745000, 'hasLamb': 2020-12-04 00:31:20.225000} | 2020-12-04 00:31:20.225 | False | False | True | False | False | False | True | False | NaN | NaN | NaN | |
928 | 5fc8712a9bcc9b02a33057a5 | Dinnerly | 2020-12-13 | Better-Than-Takeout: | Roasted Chickpea Gyro with Garlic Yogurt | VEGETARIAN | [{'name': '2 pkts sour cream'}, {'name': '2 Mediterranean pitas'}, {'name': '2 plum tomatoes'}, {'name': '1 cucumber'}, {'name': 'garlic'}, {'name': 'garam masala (use 3½ tsp.)'}, {'name': '1 can chickpeas'}] | https://marleyspoon.com/media/recipes/63181/main_photos/medium/roasted-aa6edb2fe8c68e8692f4471a12484934.jpeg | https://dinnerly.com/menu/63181-better-than-takeout-roasted-chickpea-gyro-with-garlic-yogurt | 560.0 | 25.0 | False | 21.0 | 35.0 | NaN | 73.0 | https://dinnerly.com/menu | 12 | 2020-12-03 05:01:24.699 | 2020-12-03 05:01:24.699 | 0 | False | {'hasBeef': 2020-12-04 00:26:57.470000, 'hasFish': 2020-12-04 00:27:35.627000, 'hasPork': 2020-12-04 00:28:13.431000, 'hasPoultry': 2020-12-04 00:28:53.016000, 'hasShellfish': 2020-12-04 00:29:22.745000, 'isVegan': 2020-12-04 00:30:01.257000, 'hasSeafood': 2020-12-04 00:30:50.866000, 'hasLamb': 2020-12-04 00:31:20.225000} | 2020-12-04 00:31:20.225 | False | False | False | False | False | True | False | False | NaN | NaN | NaN | |
929 | 5fc8712a9bcc9b02a330579d | Dinnerly | 2020-12-13 | Ooooh la la: | Ready-Made French Macarons | True | [{'name': '1 pkg macarons'}] | https://marleyspoon.com/media/recipes/64583/main_photos/medium/macarons-26734296034888b7e4c5899ff43458ad.jpeg | https://dinnerly.com/menu/64583-ooooh-la-la-ready-made-french-macarons | 50.0 | 12.5 | True | 1.0 | 2.0 | NaN | 6.0 | https://dinnerly.com/menu | 18 | 2020-12-03 05:01:24.699 | 2020-12-03 05:01:24.699 | 0 | False | {'type': 2020-12-04 00:26:39.402000, 'hasBeef': 2020-12-04 00:26:57.470000, 'hasFish': 2020-12-04 00:27:35.627000, 'hasPork': 2020-12-04 00:28:13.431000, 'hasPoultry': 2020-12-04 00:28:53.016000, 'hasShellfish': 2020-12-04 00:29:22.745000, 'isVegan': 2020-12-04 00:30:01.257000, 'isVegetarian': 2020-12-04 00:30:32.480000, 'hasSeafood': 2020-12-04 00:30:50.866000, 'hasLamb': 2020-12-04 00:31:20.225000} | 2020-12-04 00:31:20.225 | False | False | False | False | False | True | False | False | NaN | NaN | NaN | |
930 | 5fc8712a9bcc9b02a33057a4 | Dinnerly | 2020-12-13 | Louisiana-Style Shrimp | with Cheddar Grits & Spinach | MEAT | [{'name': '4 oz shredded cheddar-jack blend'}, {'name': '3 oz baby spinach'}, {'name': 'seafood seasoning (use 1½ tsp)'}, {'name': '½ lb pkg shrimp (use immediately or freeze until ready to use)'}, {'name': 'garlic (use 1 large clove)'}, {'name': '3 oz grits'}] | https://marleyspoon.com/media/recipes/63187/main_photos/medium/louisiana-75e1fad875af3fa2ae3807d0fcf8cca6.jpeg | https://dinnerly.com/menu/63187-louisiana-style-shrimp-with-cheddar-grits-spinach | 660.0 | 17.5 | True | 38.0 | 41.0 | NaN | 39.0 | https://dinnerly.com/menu | 7 | 2020-12-03 05:01:24.699 | 2020-12-03 05:01:24.699 | 0 | False | {'hasBeef': 2020-12-04 00:26:57.470000, 'hasFish': 2020-12-04 00:27:35.627000, 'hasPork': 2020-12-04 00:28:13.431000, 'hasPoultry': 2020-12-04 00:28:53.016000, 'hasShellfish': 2020-12-04 00:29:22.745000, 'hasLamb': 2020-12-04 00:31:20.225000} | 2020-12-04 00:31:20.225 | False | False | False | True | False | False | True | False | NaN | NaN | NaN | |
931 | 5fc876fad7d513030506577f | Green Chef | 2020-12-06 | Jamaican Fried Rice | With Collard Greens, Kidney Beans, Carrots, Pineapple & Mint | VEGETARIAN | [{'name': 'Jasmine rice'}, {'name': 'Pineapple', 'components': ['Pineapple', 'pineapple juice']}, {'name': 'Yellow onions & ginger', 'components': ['Chopped ginger', 'yellow onion']}, {'name': 'Kidney beans', 'components': ['Kidney beans', 'Water', 'Sea salt', 'calcium chloride']}, {'name': 'Jerk spice blend', 'components': ['Ground allspice', 'Ground nutmeg', 'Black pepper', 'Dried thyme', 'Cayenne pepper', 'Sweet paprika', 'Granulated coconut flower blossom nectar', 'Granulated garlic', 'dried ginger']}, {'name': 'Mint'}, {'name': 'Collard greens'}, {'name': 'Pineapple-sunflower seed dressing', 'components': ['Granulated garlic', 'Pineapple juice', 'Sunflower seeds', 'Dried oregano', 'Sweet paprika', 'White balsamic vinegar (white wine vinegar, concentrated grape must)', 'Sea salt', 'Black pepper', 'Sunflower oil', 'Water', 'ascorbic acid']}, {'name': 'Carrots'}, {'name': 'Gluten-free tamari sauce', 'components': ['Water', 'Soybeans', 'Salt', 'alcohol (to preserve freshness']}] | https://images.greenchef.com/q_auto,c_limit,w_1366,fl_progressive/greenchef_content/uploaded/5fa0ae5e6ba20a0014b61708.jpg | https://greenchef.com/recipes/vegan-jamaican-pineapple-fried-rice-jerk-roasted-carrots-and-beans3 | 840.0 | 35.0 | False | 23.0 | 44.0 | 970.0 | 92.0 | Plant-Powered | https://greenchef.com/menus/plant-powered | 5 | 2020-12-03 05:23:31.714 | 2020-12-03 05:23:31.714 | 0 | False | {'hasLamb': 2020-12-04 00:31:20.225000} | 2020-12-04 00:31:20.225 | False | False | False | False | True | True | False | False | NaN | NaN | NaN |