
# Dataset of hammann/ハムマン/哈曼 (Azur Lane)

This is the dataset of hammann/ハムマン/哈曼 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `long_hair, animal_ears, cat_ears, blue_eyes, bow, white_hair, bangs, hair_bow, very_long_hair, breasts, ribbon, black_bow, small_breasts, hair_ornament, hair_ribbon, hair_between_eyes, red_ribbon, fang, one_side_up`, which are pruned in this dataset.

Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by [DeepGHS Team](https://github.com/deepghs)([huggingface organization](https://huggingface.co/deepghs)).

## List of Packages

| Name             |   Images | Size       | Download                                                                                                          | Type       | Description                                                          |
|:-----------------|---------:|:-----------|:------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
| raw              |      500 | 671.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hammann_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 365.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hammann_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1277 | 830.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hammann_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 585.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hammann_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1277 | 1.16 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/hammann_azurlane/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |

### Load Raw Dataset with Waifuc

We provide raw dataset (including tagged images) for [waifuc](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html) loading. If you need this, just run the following code

```python
import os
import zipfile

from huggingface_hub import hf_hub_download
from waifuc.source import LocalSource

# download raw archive file
zip_file = hf_hub_download(
    repo_id='CyberHarem/hammann_azurlane',
    repo_type='dataset',
    filename='dataset-raw.zip',
)

# extract files to your directory
dataset_dir = 'dataset_dir'
os.makedirs(dataset_dir, exist_ok=True)
with zipfile.ZipFile(zip_file, 'r') as zf:
    zf.extractall(dataset_dir)

# load the dataset with waifuc
source = LocalSource(dataset_dir)
for item in source:
    print(item.image, item.meta['filename'], item.meta['tags'])
```

## List of Clusters

List of tag clustering result, maybe some outfits can be mined here.

### Raw Text Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | Tags                                                                                                                                                                                                                                                                                                                                                                                                                                         |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
|   0 |         8 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | 1girl, blue_sky, collarbone, day, frilled_bikini, hair_flower, navel, red_rose, solo, twintails, bare_shoulders, cat_tail, cloud, innertube, looking_at_viewer, outdoors, bare_arms, groin, water, ocean, red_bikini, beach, black_bikini, closed_mouth, horizon, nose_blush, open_mouth, cat_girl, hair_rings, standing, tail_bell                                                                                                          |
|   1 |        15 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 1girl, blush, hair_flower, looking_at_viewer, solo, twintails, cat_tail, frilled_bikini, simple_background, bare_shoulders, cat_girl, hair_rings, white_background, collarbone, navel, red_rose, bare_arms, tail_bell, open_mouth, tail_ribbon, red_bikini, tail_bow, animal_ear_fluff, groin, jingle_bell                                                                                                                                   |
|   2 |        26 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | 1girl, black_dress, blush, looking_at_viewer, print_necktie, puffy_short_sleeves, red_bow, solo, american_flag_print, waist_apron, white_apron, frilled_apron, wrist_cuffs, white_background, closed_mouth, black_thighhighs, simple_background, choker                                                                                                                                                                                      |
|   3 |        22 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, bare_shoulders, black_dress, blush, detached_sleeves, puffy_short_sleeves, retrofit_(azur_lane), solo, waist_apron, white_apron, looking_at_viewer, wrist_cuffs, collarbone, cat_hair_ornament, strapless_dress, simple_background, white_background, american_flag_print, blue_bow, frilled_apron, red_choker, open_mouth, frilled_dress, white_thighhighs, closed_mouth, animal_ear_fluff                                           |
|   4 |         8 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, bare_shoulders, black_dress, blush, closed_mouth, detached_sleeves, puffy_short_sleeves, red_choker, simple_background, solo, strapless_dress, waist_apron, collarbone, retrofit_(azur_lane), white_apron, white_background, wrist_cuffs, cat_hair_ornament, looking_at_viewer, pout, :t, animal_ear_fluff, hairband                                                                                                                  |
|   5 |         5 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, bare_shoulders, black_dress, blush, detached_sleeves, looking_at_viewer, puffy_short_sleeves, red_choker, solo, strapless_dress, collarbone, hands_up, retrofit_(azur_lane), simple_background, upper_body, white_background, animal_ear_fluff, open_mouth, red_bow, black_sleeves, cat_hair_ornament, grey_hair                                                                                                                      |
|   6 |         6 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1boy, 1girl, blush, hetero, nipples, penis, sex, solo_focus, vaginal, looking_at_viewer, mosaic_censoring, pov, cowgirl_position, girl_on_top, navel, nude, pussy, collarbone, open_mouth, spread_legs                                                                                                                                                                                                                                       |
|   7 |        13 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, blush, solo, black_skirt, looking_at_viewer, paw_gloves, two_side_up, white_thighhighs, midriff, crop_top, jingle_bell, navel, waist_apron, bare_shoulders, fur_collar, open_mouth, black_footwear, detached_sleeves, frills, cat_tail, fur_trim, shoes, v-shaped_eyebrows, black_shirt, boots, cat_ear_headphones, closed_mouth, full_body, hairband, pleated_skirt, puffy_sleeves, short_sleeves, simple_background, zettai_ryouiki |
|   8 |         8 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | 1girl, bare_shoulders, black_dress, blush, neck_bell, solo, animal_ear_fluff, black_gloves, jingle_bell, looking_at_viewer, black_pantyhose, off_shoulder, official_alternate_costume, ponytail, standing, black_footwear, black_hairband, collarbone, full_body, open_mouth, sidelocks, sleeveless_dress, brown_pantyhose, leaning_forward, shoes, white_background, simple_background, twintails                                           |
|   9 |         7 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-sample4.png) | 1girl, looking_at_viewer, solo, animal_ear_fluff, black_skirt, blush, pleated_skirt, simple_background, closed_mouth, serafuku, white_shirt, long_sleeves, sailor_collar, sitting, grey_background, midriff, navel, tied_shirt, white_background, white_thighhighs                                                                                                                                                                           |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blue_sky   | collarbone   | day   | frilled_bikini   | hair_flower   | navel   | red_rose   | solo   | twintails   | bare_shoulders   | cat_tail   | cloud   | innertube   | looking_at_viewer   | outdoors   | bare_arms   | groin   | water   | ocean   | red_bikini   | beach   | black_bikini   | closed_mouth   | horizon   | nose_blush   | open_mouth   | cat_girl   | hair_rings   | standing   | tail_bell   | blush   | simple_background   | white_background   | tail_ribbon   | tail_bow   | animal_ear_fluff   | jingle_bell   | black_dress   | print_necktie   | puffy_short_sleeves   | red_bow   | american_flag_print   | waist_apron   | white_apron   | frilled_apron   | wrist_cuffs   | black_thighhighs   | choker   | detached_sleeves   | retrofit_(azur_lane)   | cat_hair_ornament   | strapless_dress   | blue_bow   | red_choker   | frilled_dress   | white_thighhighs   | pout   | :t   | hairband   | hands_up   | upper_body   | black_sleeves   | grey_hair   | 1boy   | hetero   | nipples   | penis   | sex   | solo_focus   | vaginal   | mosaic_censoring   | pov   | cowgirl_position   | girl_on_top   | nude   | pussy   | spread_legs   | black_skirt   | paw_gloves   | two_side_up   | midriff   | crop_top   | fur_collar   | black_footwear   | frills   | fur_trim   | shoes   | v-shaped_eyebrows   | black_shirt   | boots   | cat_ear_headphones   | full_body   | pleated_skirt   | puffy_sleeves   | short_sleeves   | zettai_ryouiki   | neck_bell   | black_gloves   | black_pantyhose   | off_shoulder   | official_alternate_costume   | ponytail   | black_hairband   | sidelocks   | sleeveless_dress   | brown_pantyhose   | leaning_forward   | serafuku   | white_shirt   | long_sleeves   | sailor_collar   | sitting   | grey_background   | tied_shirt   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:-------------|:------|:-----------------|:--------------|:--------|:-----------|:-------|:------------|:-----------------|:-----------|:--------|:------------|:--------------------|:-----------|:------------|:--------|:--------|:--------|:-------------|:--------|:---------------|:---------------|:----------|:-------------|:-------------|:-----------|:-------------|:-----------|:------------|:--------|:--------------------|:-------------------|:--------------|:-----------|:-------------------|:--------------|:--------------|:----------------|:----------------------|:----------|:----------------------|:--------------|:--------------|:----------------|:--------------|:-------------------|:---------|:-------------------|:-----------------------|:--------------------|:------------------|:-----------|:-------------|:----------------|:-------------------|:-------|:-----|:-----------|:-----------|:-------------|:----------------|:------------|:-------|:---------|:----------|:--------|:------|:-------------|:----------|:-------------------|:------|:-------------------|:--------------|:-------|:--------|:--------------|:--------------|:-------------|:--------------|:----------|:-----------|:-------------|:-----------------|:---------|:-----------|:--------|:--------------------|:--------------|:--------|:---------------------|:------------|:----------------|:----------------|:----------------|:-----------------|:------------|:---------------|:------------------|:---------------|:-----------------------------|:-----------|:-----------------|:------------|:-------------------|:------------------|:------------------|:-----------|:--------------|:---------------|:----------------|:----------|:------------------|:-------------|
|   0 |         8 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X       | X          | X            | X     | X                | X             | X       | X          | X      | X           | X                | X          | X       | X           | X                   | X          | X           | X       | X       | X       | X            | X       | X              | X              | X         | X            | X            | X          | X            | X          | X           |         |                     |                    |               |            |                    |               |               |                 |                       |           |                       |               |               |                 |               |                    |          |                    |                        |                     |                   |            |              |                 |                    |        |      |            |            |              |                 |             |        |          |           |         |       |              |           |                    |       |                    |               |        |         |               |               |              |               |           |            |              |                  |          |            |         |                     |               |         |                      |             |                 |                 |                 |                  |             |                |                   |                |                              |            |                  |             |                    |                   |                   |            |               |                |                 |           |                   |              |
|   1 |        15 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | X       |            | X            |       | X                | X             | X       | X          | X      | X           | X                | X          |         |             | X                   |            | X           | X       |         |         | X            |         |                |                |           |              | X            | X          | X            |            | X           | X       | X                   | X                  | X             | X          | X                  | X             |               |                 |                       |           |                       |               |               |                 |               |                    |          |                    |                        |                     |                   |            |              |                 |                    |        |      |            |            |              |                 |             |        |          |           |         |       |              |           |                    |       |                    |               |        |         |               |               |              |               |           |            |              |                  |          |            |         |                     |               |         |                      |             |                 |                 |                 |                  |             |                |                   |                |                              |            |                  |             |                    |                   |                   |            |               |                |                 |           |                   |              |
|   2 |        26 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | X       |            |              |       |                  |               |         |            | X      |             |                  |            |         |             | X                   |            |             |         |         |         |              |         |                | X              |           |              |              |            |              |            |             | X       | X                   | X                  |               |            |                    |               | X             | X               | X                     | X         | X                     | X             | X             | X               | X             | X                  | X        |                    |                        |                     |                   |            |              |                 |                    |        |      |            |            |              |                 |             |        |          |           |         |       |              |           |                    |       |                    |               |        |         |               |               |              |               |           |            |              |                  |          |            |         |                     |               |         |                      |             |                 |                 |                 |                  |             |                |                   |                |                              |            |                  |             |                    |                   |                   |            |               |                |                 |           |                   |              |
|   3 |        22 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X       |            | X            |       |                  |               |         |            | X      |             | X                |            |         |             | X                   |            |             |         |         |         |              |         |                | X              |           |              | X            |            |              |            |             | X       | X                   | X                  |               |            | X                  |               | X             |                 | X                     |           | X                     | X             | X             | X               | X             |                    |          | X                  | X                      | X                   | X                 | X          | X            | X               | X                  |        |      |            |            |              |                 |             |        |          |           |         |       |              |           |                    |       |                    |               |        |         |               |               |              |               |           |            |              |                  |          |            |         |                     |               |         |                      |             |                 |                 |                 |                  |             |                |                   |                |                              |            |                  |             |                    |                   |                   |            |               |                |                 |           |                   |              |
|   4 |         8 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | X       |            | X            |       |                  |               |         |            | X      |             | X                |            |         |             | X                   |            |             |         |         |         |              |         |                | X              |           |              |              |            |              |            |             | X       | X                   | X                  |               |            | X                  |               | X             |                 | X                     |           |                       | X             | X             |                 | X             |                    |          | X                  | X                      | X                   | X                 |            | X            |                 |                    | X      | X    | X          |            |              |                 |             |        |          |           |         |       |              |           |                    |       |                    |               |        |         |               |               |              |               |           |            |              |                  |          |            |         |                     |               |         |                      |             |                 |                 |                 |                  |             |                |                   |                |                              |            |                  |             |                    |                   |                   |            |               |                |                 |           |                   |              |
|   5 |         5 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | X       |            | X            |       |                  |               |         |            | X      |             | X                |            |         |             | X                   |            |             |         |         |         |              |         |                |                |           |              | X            |            |              |            |             | X       | X                   | X                  |               |            | X                  |               | X             |                 | X                     | X         |                       |               |               |                 |               |                    |          | X                  | X                      | X                   | X                 |            | X            |                 |                    |        |      |            | X          | X            | X               | X           |        |          |           |         |       |              |           |                    |       |                    |               |        |         |               |               |              |               |           |            |              |                  |          |            |         |                     |               |         |                      |             |                 |                 |                 |                  |             |                |                   |                |                              |            |                  |             |                    |                   |                   |            |               |                |                 |           |                   |              |
|   6 |         6 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | X       |            | X            |       |                  |               | X       |            |        |             |                  |            |         |             | X                   |            |             |         |         |         |              |         |                |                |           |              | X            |            |              |            |             | X       |                     |                    |               |            |                    |               |               |                 |                       |           |                       |               |               |                 |               |                    |          |                    |                        |                     |                   |            |              |                 |                    |        |      |            |            |              |                 |             | X      | X        | X         | X       | X     | X            | X         | X                  | X     | X                  | X             | X      | X       | X             |               |              |               |           |            |              |                  |          |            |         |                     |               |         |                      |             |                 |                 |                 |                  |             |                |                   |                |                              |            |                  |             |                    |                   |                   |            |               |                |                 |           |                   |              |
|   7 |        13 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | X       |            |              |       |                  |               | X       |            | X      |             | X                | X          |         |             | X                   |            |             |         |         |         |              |         |                | X              |           |              | X            |            |              |            |             | X       | X                   |                    |               |            |                    | X             |               |                 |                       |           |                       | X             |               |                 |               |                    |          | X                  |                        |                     |                   |            |              |                 | X                  |        |      | X          |            |              |                 |             |        |          |           |         |       |              |           |                    |       |                    |               |        |         |               | X             | X            | X             | X         | X          | X            | X                | X        | X          | X       | X                   | X             | X       | X                    | X           | X               | X               | X               | X                |             |                |                   |                |                              |            |                  |             |                    |                   |                   |            |               |                |                 |           |                   |              |
|   8 |         8 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | X       |            | X            |       |                  |               |         |            | X      | X           | X                |            |         |             | X                   |            |             |         |         |         |              |         |                |                |           |              | X            |            |              | X          |             | X       | X                   | X                  |               |            | X                  | X             | X             |                 |                       |           |                       |               |               |                 |               |                    |          |                    |                        |                     |                   |            |              |                 |                    |        |      |            |            |              |                 |             |        |          |           |         |       |              |           |                    |       |                    |               |        |         |               |               |              |               |           |            |              | X                |          |            | X       |                     |               |         |                      | X           |                 |                 |                 |                  | X           | X              | X                 | X              | X                            | X          | X                | X           | X                  | X                 | X                 |            |               |                |                 |           |                   |              |
|   9 |         7 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-sample4.png) | X       |            |              |       |                  |               | X       |            | X      |             |                  |            |         |             | X                   |            |             |         |         |         |              |         |                | X              |           |              |              |            |              |            |             | X       | X                   | X                  |               |            | X                  |               |               |                 |                       |           |                       |               |               |                 |               |                    |          |                    |                        |                     |                   |            |              |                 | X                  |        |      |            |            |              |                 |             |        |          |           |         |       |              |           |                    |       |                    |               |        |         |               | X             |              |               | X         |            |              |                  |          |            |         |                     |               |         |                      |             | X               |                 |                 |                  |             |                |                   |                |                              |            |                  |             |                    |                   |                   | X          | X             | X              | X               | X         | X                 | X            |


task_categories:text-to-image size_categories:n<1K license:mit art not-for-all-audiences region:us
{"license": "mit", "size_categories": ["n<1K"], "task_categories": ["text-to-image"], "tags": ["art", "not-for-all-audiences"]}
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 

Dataset of hammann/ハムマン/哈曼 (Azur Lane)
======================================


This is the dataset of hammann/ハムマン/哈曼 (Azur Lane), containing 500 images and their tags.


The core tags of this character are 'long\_hair, animal\_ears, cat\_ears, blue\_eyes, bow, white\_hair, bangs, hair\_bow, very\_long\_hair, breasts, ribbon, black\_bow, small\_breasts, hair\_ornament, hair\_ribbon, hair\_between\_eyes, red\_ribbon, fang, one\_side\_up', which are pruned in this dataset.


Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by DeepGHS Team(huggingface organization).


List of Packages
----------------



### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here.


### Raw Text Version



### Table Version




### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 
 ### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version