Dataset Viewer
idx
int64 0
99
| Date
stringlengths 10
10
| Retail Sales (£)
int64 920k
1.68M
| Seasonality Index
float64 0.95
1.15
| Trend Label
stringclasses 4
values | Consumer Confidence Index
int64 76
100
| Forecasted Growth
float64 0.9
3.9
|
|---|---|---|---|---|---|---|
0 |
2022-01-01
| 1,000,000 | 1.05 |
Low Growth
| 90 | 2.5 |
1 |
2022-01-02
| 1,020,000 | 1.04 |
Low Growth
| 88 | 2.4 |
2 |
2022-01-03
| 1,040,000 | 1.07 |
Stable
| 89 | 2.3 |
3 |
2022-01-04
| 1,030,000 | 1.06 |
Stable
| 87 | 2.2 |
4 |
2022-01-05
| 1,050,000 | 1.05 |
Moderate Growth
| 91 | 2.1 |
5 |
2022-02-01
| 950,000 | 1.02 |
Low Growth
| 85 | 1.8 |
6 |
2022-06-01
| 1,200,000 | 1.02 |
Stable
| 85 | 1.9 |
7 |
2022-06-10
| 1,500,000 | 1.08 |
Moderate Growth
| 95 | 3 |
8 |
2022-02-01
| 1,010,000 | 1.02 |
Low Growth
| 85 | 2.6 |
9 |
2022-02-01
| 1,050,000 | 1.03 |
Stable
| 92 | 2 |
11 |
2022-01-06
| 1,025,000 | 1.03 |
Low Growth
| 86 | 2 |
12 |
2022-12-24
| 1,080,000 | 1.08 |
Stable
| 92 | 2 |
13 |
2022-01-06
| 1,060,000 | 1.05 |
Moderate Growth
| 92 | 2 |
14 |
2022-02-01
| 990,000 | 1.03 |
Low Growth
| 85 | 1.9 |
15 |
2022-02-02
| 960,000 | 1.01 |
Low Growth
| 84 | 1.7 |
16 |
2022-06-02
| 1,205,000 | 1.03 |
Stable
| 86 | 1.8 |
17 |
2022-06-11
| 1,520,000 | 1.07 |
Moderate Growth
| 96 | 3.1 |
18 |
2022-02-02
| 990,000 | 1.01 |
Low Growth
| 83 | 2.7 |
19 |
2022-02-02
| 1,052,000 | 1.02 |
Stable
| 93 | 1.9 |
21 |
2022-01-07
| 1,015,000 | 1.02 |
Low Growth
| 85 | 1.9 |
22 |
2022-12-25
| 1,120,000 | 1.09 |
Stable
| 94 | 2.2 |
23 |
2022-01-07
| 1,070,000 | 1.04 |
Moderate Growth
| 93 | 1.9 |
24 |
2022-02-02
| 995,000 | 1.02 |
Low Growth
| 84 | 1.8 |
25 |
2022-02-03
| 970,000 | 1 |
Low Growth
| 83 | 1.6 |
26 |
2022-06-03
| 1,202,500 | 1.01 |
Stable
| 84 | 1.7 |
27 |
2022-06-12
| 1,540,000 | 1.09 |
Moderate Growth
| 94 | 3.2 |
28 |
2022-02-03
| 1,000,000 | 1.03 |
Low Growth
| 84 | 2.8 |
29 |
2022-02-03
| 1,054,000 | 1.03 |
Stable
| 94 | 1.8 |
31 |
2022-01-08
| 1,005,000 | 1.01 |
Low Growth
| 84 | 1.8 |
32 |
2022-12-26
| 1,090,000 | 1.07 |
Stable
| 93 | 2.1 |
33 |
2022-01-08
| 1,080,000 | 1.07 |
High Growth
| 95 | 2.6 |
34 |
2022-02-03
| 980,000 | 1.01 |
Low Growth
| 83 | 1.7 |
35 |
2022-02-04
| 980,000 | 0.99 |
Low Growth
| 82 | 1.5 |
36 |
2022-06-04
| 1,207,500 | 1.04 |
Stable
| 85 | 1.6 |
37 |
2022-06-13
| 1,560,000 | 1.1 |
Moderate Growth
| 93 | 3.3 |
38 |
2022-02-04
| 985,000 | 1.02 |
Low Growth
| 82 | 2.9 |
39 |
2022-02-04
| 1,056,000 | 1.02 |
Stable
| 92 | 1.7 |
41 |
2022-01-09
| 1,010,000 | 1.03 |
Low Growth
| 82 | 1.7 |
42 |
2023-01-01
| 1,100,000 | 1.06 |
Stable
| 95 | 2.3 |
43 |
2022-01-09
| 1,090,000 | 1.08 |
High Growth
| 94 | 2.7 |
44 |
2022-02-04
| 970,000 | 1 |
Low Growth
| 82 | 1.6 |
45 |
2022-02-05
| 990,000 | 0.98 |
Low Growth
| 81 | 1.4 |
46 |
2022-06-05
| 1,203,000 | 1.02 |
Stable
| 86 | 1.5 |
47 |
2022-06-14
| 1,580,000 | 1.08 |
Moderate Growth
| 97 | 3.4 |
48 |
2022-02-05
| 975,000 | 1.01 |
Low Growth
| 81 | 3 |
49 |
2022-02-05
| 1,058,000 | 1.03 |
Stable
| 93 | 1.6 |
51 |
2022-01-10
| 1,020,000 | 1.04 |
Stable
| 83 | 1.6 |
52 |
2023-01-02
| 1,110,000 | 1.05 |
Stable
| 96 | 2.4 |
53 |
2022-01-10
| 1,100,000 | 1.06 |
Stable
| 96 | 2.1 |
54 |
2022-02-05
| 960,000 | 0.99 |
Low Growth
| 81 | 1.5 |
55 |
2022-03-01
| 980,000 | 1.01 |
Low Growth
| 80 | 1.3 |
56 |
2022-06-06
| 1,210,000 | 1.03 |
Stable
| 87 | 1.4 |
57 |
2022-06-15
| 1,600,000 | 1.11 |
Moderate Growth
| 96 | 3.5 |
58 |
2022-02-06
| 990,000 | 1.03 |
Low Growth
| 83 | 3.1 |
59 |
2022-02-06
| 1,060,000 | 1.04 |
Stable
| 91 | 1.5 |
61 |
2022-01-11
| 1,010,000 | 1.02 |
Low Growth
| 85 | 1.5 |
62 |
2023-01-12
| 1,130,000 | 1.07 |
Stable
| 97 | 2.5 |
63 |
2022-01-11
| 1,110,000 | 1.05 |
Moderate Growth
| 90 | 2.2 |
64 |
2022-02-06
| 950,000 | 0.98 |
Low Growth
| 80 | 1.4 |
65 |
2022-03-02
| 990,000 | 1.02 |
Low Growth
| 79 | 1.2 |
66 |
2022-06-07
| 1,209,000 | 1.02 |
Stable
| 88 | 1.3 |
67 |
2022-06-16
| 1,620,000 | 1.12 |
Moderate Growth
| 95 | 3.6 |
68 |
2022-02-07
| 995,000 | 1.02 |
Low Growth
| 84 | 3.2 |
69 |
2022-02-07
| 1,062,000 | 1.04 |
Stable
| 90 | 1.4 |
71 |
2022-01-12
| 1,000,000 | 1 |
Low Growth
| 84 | 1.4 |
72 |
2023-01-13
| 1,140,000 | 1.08 |
Stable
| 98 | 2.6 |
73 |
2022-01-12
| 1,120,000 | 1.03 |
Moderate Growth
| 88 | 2.4 |
74 |
2022-02-07
| 940,000 | 0.97 |
Low Growth
| 79 | 1.3 |
75 |
2022-03-03
| 1,000,000 | 1.03 |
Low Growth
| 78 | 1.1 |
76 |
2022-06-08
| 1,211,000 | 1.03 |
Stable
| 87 | 1.2 |
77 |
2022-06-17
| 1,640,000 | 1.1 |
Moderate Growth
| 97 | 3.7 |
78 |
2022-02-08
| 1,005,000 | 1.04 |
Low Growth
| 85 | 3.3 |
79 |
2022-02-08
| 1,064,000 | 1.03 |
Stable
| 89 | 1.3 |
81 |
2022-01-13
| 990,000 | 0.99 |
Low Growth
| 83 | 1.3 |
82 |
2023-02-14
| 1,200,000 | 1.1 |
Stable
| 100 | 2.8 |
83 |
2022-01-13
| 1,130,000 | 1.07 |
Moderate Growth
| 91 | 2.5 |
84 |
2022-02-08
| 930,000 | 0.96 |
Low Growth
| 78 | 1.2 |
85 |
2022-03-04
| 1,010,000 | 1.04 |
Low Growth
| 77 | 1 |
86 |
2022-06-09
| 1,212,000 | 1.01 |
Stable
| 85 | 1.1 |
87 |
2022-06-18
| 1,660,000 | 1.13 |
Moderate Growth
| 98 | 3.8 |
88 |
2022-02-09
| 995,000 | 1.03 |
Low Growth
| 86 | 3.4 |
89 |
2022-02-09
| 1,066,000 | 1.02 |
Stable
| 88 | 1.2 |
91 |
2022-01-14
| 995,000 | 0.98 |
Low Growth
| 81 | 1.2 |
92 |
2023-02-15
| 1,220,000 | 1.09 |
Stable
| 99 | 2.9 |
93 |
2022-01-14
| 1,140,000 | 1.08 |
High Growth
| 97 | 3 |
94 |
2022-02-09
| 920,000 | 0.95 |
Low Growth
| 77 | 1.1 |
95 |
2022-03-05
| 1,020,000 | 1.05 |
Low Growth
| 76 | 0.9 |
96 |
2022-06-10
| 1,213,000 | 1.02 |
Stable
| 84 | 1 |
97 |
2022-06-19
| 1,680,000 | 1.15 |
Moderate Growth
| 99 | 3.9 |
98 |
2022-02-10
| 1,015,000 | 1.05 |
Low Growth
| 87 | 3.5 |
99 |
2022-02-10
| 1,068,000 | 1.03 |
Stable
| 89 | 1.1 |
UKRetailPatterns
tags: trend analysis, seasonality, forecasting
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'UKRetailPatterns' dataset is designed to assist Machine Learning practitioners in understanding and predicting retail sales trends in the United Kingdom. It includes various factors that could influence retail sales, such as historical sales data, seasonal indicators, and consumer trend analysis. The dataset is labeled to facilitate targeted analysis, especially for forecasting purposes.
CSV Content Preview:
Date,Retail Sales (£),Seasonality Index,Trend Label,Consumer Confidence Index,Forecasted Growth
2022-01-01,1000000,1.05,Low Growth,90,2.5
2022-01-02,1020000,1.04,Low Growth,88,2.4
2022-01-03,1040000,1.07,Stable,89,2.3
2022-01-04,1030000,1.06,Stable,87,2.2
2022-01-05,1050000,1.05,Moderate Growth,91,2.1
Source of the data:
The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'Retail sales uk':
- Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Retail+sales+uk&dataset=UKRetailPatterns&tags=trend+analysis,+seasonality,+forecasting
- Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub
- Downloads last month
- 6