Datasets:
Tasks:
Time Series Forecasting
Languages:
English
Size:
< 1K
Tags:
temporal-point-process
event-sequences
github
software-engineering
developer-workflows
marked-temporal-point-process
License:
Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
|
@@ -13,35 +13,6 @@ tags:
|
|
| 13 |
- marked-temporal-point-process
|
| 14 |
size_categories:
|
| 15 |
- n<1K
|
| 16 |
-
dataset_info:
|
| 17 |
-
features:
|
| 18 |
-
- name: seq_idx
|
| 19 |
-
dtype: int64
|
| 20 |
-
- name: seq_len
|
| 21 |
-
dtype: int64
|
| 22 |
-
- name: description
|
| 23 |
-
dtype: string
|
| 24 |
-
- name: metadata
|
| 25 |
-
dtype: string
|
| 26 |
-
- name: time_since_start
|
| 27 |
-
list: float64
|
| 28 |
-
- name: time_since_last_event
|
| 29 |
-
list: float64
|
| 30 |
-
- name: type_event
|
| 31 |
-
list: string
|
| 32 |
-
- name: type_text
|
| 33 |
-
list: string
|
| 34 |
-
splits:
|
| 35 |
-
- name: test
|
| 36 |
-
num_bytes: 16978233
|
| 37 |
-
num_examples: 382
|
| 38 |
-
download_size: 5759486
|
| 39 |
-
dataset_size: 16978233
|
| 40 |
-
configs:
|
| 41 |
-
- config_name: default
|
| 42 |
-
data_files:
|
| 43 |
-
- split: test
|
| 44 |
-
path: data/test-*
|
| 45 |
---
|
| 46 |
|
| 47 |
# GitHub User Event Streams
|
|
@@ -66,9 +37,9 @@ Each record is a dictionary with 8 fields:
|
|
| 66 |
| `seq_idx` | int | Sequence index |
|
| 67 |
| `seq_len` | int | Number of events in the sequence |
|
| 68 |
| `description` | str | User name, active repos (with descriptions), and event window |
|
| 69 |
-
| `metadata` | str (JSON) | `actor_login`, `num_repos`, `top_repos` |
|
| 70 |
-
| `time_since_start` | list[float] |
|
| 71 |
-
| `time_since_last_event` | list[float] |
|
| 72 |
| `type_event` | list[str] | Event type labels (see below) |
|
| 73 |
| `type_text` | list[str] | Natural language description of each event |
|
| 74 |
|
|
@@ -122,7 +93,7 @@ Additional processing:
|
|
| 122 |
"seq_idx": 0,
|
| 123 |
"seq_len": 90,
|
| 124 |
"description": "GitHub user alice: active in org/repo-a (A web framework for Rust), org/repo-b Event window: June 02 - 07, 2024.",
|
| 125 |
-
"metadata": "{\"actor_login\": \"alice\", \"num_repos\": 2, \"top_repos\": [\"org/repo-a\", \"org/repo-b\"]}",
|
| 126 |
"time_since_start": [0.0, 0.004, ...],
|
| 127 |
"time_since_last_event": [0.0, 0.004, ...],
|
| 128 |
"type_event": ["pr_reviewed", "pr_merged", "push", ...],
|
|
|
|
| 13 |
- marked-temporal-point-process
|
| 14 |
size_categories:
|
| 15 |
- n<1K
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 16 |
---
|
| 17 |
|
| 18 |
# GitHub User Event Streams
|
|
|
|
| 37 |
| `seq_idx` | int | Sequence index |
|
| 38 |
| `seq_len` | int | Number of events in the sequence |
|
| 39 |
| `description` | str | User name, active repos (with descriptions), and event window |
|
| 40 |
+
| `metadata` | str (JSON) | `actor_login`, `num_repos`, `top_repos`, `time_unit` |
|
| 41 |
+
| `time_since_start` | list[float] | Time since the first event (in `time_unit`, default hours) |
|
| 42 |
+
| `time_since_last_event` | list[float] | Time since the previous event (in `time_unit`, default hours) |
|
| 43 |
| `type_event` | list[str] | Event type labels (see below) |
|
| 44 |
| `type_text` | list[str] | Natural language description of each event |
|
| 45 |
|
|
|
|
| 93 |
"seq_idx": 0,
|
| 94 |
"seq_len": 90,
|
| 95 |
"description": "GitHub user alice: active in org/repo-a (A web framework for Rust), org/repo-b Event window: June 02 - 07, 2024.",
|
| 96 |
+
"metadata": "{\"actor_login\": \"alice\", \"num_repos\": 2, \"top_repos\": [\"org/repo-a\", \"org/repo-b\"], \"time_unit\": \"hours\"}",
|
| 97 |
"time_since_start": [0.0, 0.004, ...],
|
| 98 |
"time_since_last_event": [0.0, 0.004, ...],
|
| 99 |
"type_event": ["pr_reviewed", "pr_merged", "push", ...],
|