THUgewu commited on
Commit
7a351ec
·
verified ·
1 Parent(s): 2e183fd

chore: sync metadata, drop original files

Browse files
Files changed (1) hide show
  1. README.md +62 -57
README.md CHANGED
@@ -1,57 +1,62 @@
1
- ---
2
- license: cc-by-4.0
3
- task_categories:
4
- - time-series-forecasting
5
- tags:
6
- - forecasting
7
- - anomaly-detection
8
- - classification
9
- - TSLib
10
- - tsfile
11
- - modality:timeseries
12
- pretty_name: Traffic (TsFile)
13
- size_categories:
14
- - 1M<n<10M
15
- configs:
16
- - config_name: default
17
- data_files:
18
- - split: train
19
- path: traffic.tsfile
20
- modality:
21
- - timeseries
22
- language:
23
- - en
24
- ---
25
-
26
- # Traffic (TsFile)
27
-
28
- Apache TsFile version of the `traffic` long-term-forecasting subset of
29
- [`thuml/Time-Series-Library`](https://huggingface.co/datasets/thuml/Time-Series-Library).
30
-
31
- ## Overview
32
-
33
- Hourly road-occupancy rates from 862 sensors on San Francisco Bay Area freeways.
34
-
35
- - **Rows:** 17,544 time steps.
36
- - **Channels:** 862 numeric variables.
37
- - A single multivariate series; no TAG/device dimension.
38
-
39
- ## Schema (TsFile structure)
40
-
41
- - **Time** (INT64, milliseconds) — parsed from the source `date` column.
42
- - **FIELD** (862 columns, FLOAT) the measured channels. Channel names are
43
- made schema-safe (e.g. `%`→`pct`, spaces→`_`, leading digits prefixed `c_`).
44
-
45
- The source `date` string is dropped (losslessly encoded into Time). No rows or
46
- numeric columns are dropped.
47
-
48
- ## Usage
49
-
50
- Read the `.tsfile` files with the Apache TsFile Java or Python SDK.
51
-
52
- ## Source & license
53
-
54
- - Original dataset: https://huggingface.co/datasets/thuml/Time-Series-Library (subset `traffic`)
55
- - Author / publisher: thuml (Tsinghua University)
56
- - Paper: https://arxiv.org/abs/2407.13278
57
- - License: CC BY 4.0
 
 
 
 
 
 
1
+ ---
2
+ license: cc-by-4.0
3
+ task_categories:
4
+ - time-series-forecasting
5
+ tags:
6
+ - time-series
7
+ - forecasting
8
+ - anomaly-detection
9
+ - classification
10
+ - TSLib
11
+ - tsfile
12
+ - modality:timeseries
13
+ - timeseries
14
+ - format:tsfile
15
+ pretty_name: Traffic (TsFile)
16
+ size_categories:
17
+ - 1M<n<10M
18
+ configs:
19
+ - config_name: default
20
+ data_files:
21
+ - split: train
22
+ path: traffic.tsfile
23
+ modality:
24
+ - timeseries
25
+ - tabular
26
+ - text
27
+ language:
28
+ - en
29
+ ---
30
+
31
+ # Traffic (TsFile)
32
+
33
+ Apache TsFile version of the `traffic` long-term-forecasting subset of
34
+ [`thuml/Time-Series-Library`](https://huggingface.co/datasets/thuml/Time-Series-Library).
35
+
36
+ ## Overview
37
+
38
+ Hourly road-occupancy rates from 862 sensors on San Francisco Bay Area freeways.
39
+
40
+ - **Rows:** 17,544 time steps.
41
+ - **Channels:** 862 numeric variables.
42
+ - A single multivariate series; no TAG/device dimension.
43
+
44
+ ## Schema (TsFile structure)
45
+
46
+ - **Time** (INT64, milliseconds) — parsed from the source `date` column.
47
+ - **FIELD** (862 columns, FLOAT) — the measured channels. Channel names are
48
+ made schema-safe (e.g. `%`→`pct`, spaces→`_`, leading digits prefixed `c_`).
49
+
50
+ The source `date` string is dropped (losslessly encoded into Time). No rows or
51
+ numeric columns are dropped.
52
+
53
+ ## Usage
54
+
55
+ Read the `.tsfile` files with the Apache TsFile Java or Python SDK.
56
+
57
+ ## Source & license
58
+
59
+ - Original dataset: https://huggingface.co/datasets/thuml/Time-Series-Library (subset `traffic`)
60
+ - Author / publisher: thuml (Tsinghua University)
61
+ - Paper: https://arxiv.org/abs/2407.13278
62
+ - License: CC BY 4.0