SMPD-Image

All Metadata

Label

Image

Category

Text

Temporal-Spatial Information

User Profile

Additional Information

Image Dataset

Label

Each row reflects the popularity score (log-views) of the corresponding online post.

Popularityscore
...
3.2
2.3
...

Image

Each row is the path of the corresponding photo or video

...
"train/59@N75/775.jpg"
"train/1@N18/1075.jpg"
"train/351@N64/4890.jpg"
...

Category

Each row corresponds a category set of the online post.

{
  "Uid": "70478@N10",
  "Pid": 564687,
  "Category": "Whether&Season",
  "Subcategory": "Raining",
  "Concept": "umbrella"
}

Uid: the user this post belongs to.

Pid: the photo along with the post. One Pid can locate a particular post.

Category: the first category of the post.(11 classes)

Subcategory: there are 77 classes in 2nd level category.

Concept: there are 668 different description.

Text

Each row represents a text information of the post.

{
  "Uid": "70478@N10",
  "Pid": "564687",
  "Tile": "Sarah Moon 3",
  "Mediatype": "photo",
  "Alltags": "black" "hat" "fashion" "yellow" "umbrella"
}

Title: the tile of the post defined by the user.

Mediatype: the type of the attached media file, including 'photo' and 'video'.

Alltags: the customized tags from users.

Temporal-Spatial Information

Each row offers the date and geographic information of the post.

{
  "Uid": "25893@N22",
  "Pid": "565381",
  "Latitude": "52.520213",
  "Longitude": "13.373097",
  "Geoaccuracy": "16"
}

Postdate: the publish timestamp of the post. It can be converted to Datetime by following python code:

import time
timestamp = 1457068974
timeArray = time.localtime(timestamp)
datetime = time.strftime("%Y-%m-%d %H:%M:%S", timeArray)

Latitude: the latitude whose valid range is -90 to 90. Anything more than 6 decimal places will be truncated.

Longitude: the longitude whose valid range is -180 to 180. Anything more than 6 decimal places will be truncated.

Geoaccuracy: recorded accuracy level of the location information. World level is 1, Country is ~3, Region ~6, City ~11, Street ~16. The current range is 1-16. Defaults to 16 if not specified.

User Profile

Each row contains the user data of the post.

{
    "photo_firstdate": "1213743830",
    "photo_count": "6828",
    "ispro": "1",
    "canbuypro": "0",
    "timezone_offset": "1"
    "photo_firstdatetaken": "1904010100"
    "timezone_id":"9"
    "user_description":"0.0866962,-0.0752717,..."
    "location_description":"0,0,..."
}

Photo_firstdate: the date of the first photo uploaded by the user.

Photo_count: the number of posted photo by the user.

Ispro: is the user belong to pro member.

Photo_firstdatetaken: the date of the first photo taken by the user.

Timezone_offset: the time zone of the user.

User description: the feature used to describe the user data.

Location description: the feature used to describe the user location.

Additional Information

Each row offers the supplimental information of the post.

{
  "Uid": "25893@N22",
  "Pid": "565381",
  "Pathalias": "hoo_nose_68",
  "Ispublic": "1",
  "Mediastatus": "ready"
}

Pathalias: the path alias provided by the user.

Ispublic: indicates that the post is authenticated with 'read' permissions.

Mediastatus: indicates that the attached media is ready to access by others.


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