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# Dataset Info
## General Information
- **Name**: Persian Twitter Dataset
- **Description**: This dataset contains detailed information about Persian tweets, including user details, tweet metadata, engagements, sentiment analysis, and geographic data.
- **Source**: [Link to dataset source](https://example.com)
## Technical Specifications
- **File Format**: JSON
- **Size**: 553MB
- **Records**: 212,284
- **Schema Structure**:
- **Top-level Fields**:
- `cluster_data`: Contains cluster-related metadata.
- `cluster_id_str`: String, Cluster ID as string.
- `story_id`: String, Associated story ID.
- `created_at`: Long, Unix timestamp of tweet creation.
- `emojis`: Array, List of emojis in the tweet.
- `engagement`: Long, Engagement metric of the tweet.
- `engagement_rate`: Double, Engagement rate of the tweet.
- `entities`: Struct, Contains metadata such as hashtags, URLs, user mentions, and media.
- `extended_entities`: String, Additional entities in the tweet.
- `favorite_count`: Long, Number of likes for the tweet.
- `geo`: String, Geographic data of the tweet.
- `id`: String, Unique tweet ID.
- `impression`: Long, Total impressions of the tweet.
- `lang`: String, Language of the tweet content.
- `nlp`: Struct, Contains NLP features including sentiment, irony, keywords, emotions, and more.
- `place`: Struct, Geographical place metadata, including coordinates and country details.
- `text`: String, Content of the tweet.
- `user`: Struct, Metadata about the user who posted the tweet.
- **Nested Fields**:
- `entities.hashtags`: Array of structures containing hashtags and their details.
- `entities.media`: Array of structures with media information such as URL and type.
- `place.bounding_box`: Struct containing geographical coordinates.
- `user`: Detailed information about the user, such as followers count, profile URL, and verification status.
root
|-- cluster_data: struct (nullable = true)
| |-- cluster_id_str: string (nullable = true)
| |-- story_id: string (nullable = true)
|-- created_at: long (nullable = true)
|-- emojis: array (nullable = true)
| |-- element: string (containsNull = true)
|-- engagement: long (nullable = true)
|-- engagement_rate: double (nullable = true)
|-- engagement_rate_v2: double (nullable = true)
|-- entities: struct (nullable = true)
| |-- domains: array (nullable = true)
| | |-- element: string (containsNull = true)
| |-- extracted_urls: array (nullable = true)
| | |-- element: string (containsNull = true)
| |-- hashtags: array (nullable = true)
| | |-- element: struct (containsNull = true)
| | | |-- text: string (nullable = true)
| |-- media: array (nullable = true)
| | |-- element: struct (containsNull = true)
| | | |-- display_url: string (nullable = true)
| | | |-- id: string (nullable = true)
| | | |-- media_url: string (nullable = true)
| | | |-- type: string (nullable = true)
| | | |-- url: string (nullable = true)
| |-- symbols: array (nullable = true)
| | |-- element: struct (containsNull = true)
| | | |-- text: string (nullable = true)
| |-- urls: array (nullable = true)
| | |-- element: struct (containsNull = true)
| | | |-- expanded_url: string (nullable = true)
| | | |-- url: string (nullable = true)
| |-- user_mentions: array (nullable = true)
| | |-- element: struct (containsNull = true)
| | | |-- name: string (nullable = true)
| | | |-- screen_name: string (nullable = true)
|-- extended_entities: string (nullable = true)
|-- favorite_count: long (nullable = true)
|-- favorited: boolean (nullable = true)
|-- geo: string (nullable = true)
|-- id: string (nullable = true)
|-- impression: long (nullable = true)
|-- impression_rate: double (nullable = true)
|-- impression_rate_v2: double (nullable = true)
|-- in_reply_to_screen_name: string (nullable = true)
|-- in_reply_to_status_id: string (nullable = true)
|-- in_reply_to_status_id_str: string (nullable = true)
|-- in_reply_to_user_id: string (nullable = true)
|-- in_reply_to_user_id_str: string (nullable = true)
|-- index_version: long (nullable = true)
|-- influence: double (nullable = true)
|-- influence_v2: double (nullable = true)
|-- is_quote_status: boolean (nullable = true)
|-- lang: string (nullable = true)
|-- nlp: struct (nullable = true)
| |-- accent: string (nullable = true)
| |-- approach: array (nullable = true)
| | |-- element: string (containsNull = true)
| |-- classification: array (nullable = true)
| | |-- element: string (containsNull = true)
| |-- emotion: array (nullable = true)
| | |-- element: string (containsNull = true)
| |-- event: string (nullable = true)
| |-- hashtag_polarity: array (nullable = true)
| | |-- element: struct (containsNull = true)
| | | |-- hashtag: string (nullable = true)
| | | |-- polarity: string (nullable = true)
| |-- irony: string (nullable = true)
| |-- keywords: array (nullable = true)
| | |-- element: struct (containsNull = true)
| | | |-- keyword: string (nullable = true)
| |-- ner_polarity: array (nullable = true)
| | |-- element: struct (containsNull = true)
| | | |-- entity: string (nullable = true)
| | | |-- entityLinked: string (nullable = true)
| | | |-- polarity: string (nullable = true)
| | | |-- type: string (nullable = true)
| |-- offensive: string (nullable = true)
| |-- question: string (nullable = true)
| |-- related_id: string (nullable = true)
| |-- sentiment: string (nullable = true)
| |-- similar_id: string (nullable = true)
| |-- speechAct: array (nullable = true)
| | |-- element: string (containsNull = true)
| |-- stance_tag: string (nullable = true)
|-- place: struct (nullable = true)
| |-- bounding_box: struct (nullable = true)
| | |-- coordinates: array (nullable = true)
| | | |-- element: array (containsNull = true)
| | | | |-- element: array (containsNull = true)
| | | | | |-- element: double (containsNull = true)
| | |-- type: string (nullable = true)
| |-- country: string (nullable = true)
| |-- country_code: string (nullable = true)
| |-- full_name: string (nullable = true)
| |-- id: string (nullable = true)
| |-- name: string (nullable = true)
| |-- place_type: string (nullable = true)
|-- possible_reach: double (nullable = true)
|-- possibly_sensitive: boolean (nullable = true)
|-- publish_source: string (nullable = true)
|-- quote_count: long (nullable = true)
|-- quoted_status: struct (nullable = true)
| |-- created_at: long (nullable = true)
| |-- id: string (nullable = true)
| |-- user: struct (nullable = true)
| | |-- created_at: long (nullable = true)
| | |-- default_profile: boolean (nullable = true)
| | |-- default_profile_image: boolean (nullable = true)
| | |-- description: string (nullable = true)
| | |-- favourites_count: long (nullable = true)
| | |-- followers_count: long (nullable = true)
| | |-- friends_count: long (nullable = true)
| | |-- geo_enabled: boolean (nullable = true)
| | |-- id: string (nullable = true)
| | |-- id_str: string (nullable = true)
| | |-- listed_count: long (nullable = true)
| | |-- location: string (nullable = true)
| | |-- name: string (nullable = true)
| | |-- profile_banner_url: string (nullable = true)
| | |-- profile_image_url: string (nullable = true)
| | |-- profile_image_url_https: string (nullable = true)
| | |-- screen_name: string (nullable = true)
| | |-- statuses_count: long (nullable = true)
| | |-- url: string (nullable = true)
| | |-- verified: boolean (nullable = true)
|-- reach: double (nullable = true)
|-- reply_count: long (nullable = true)
|-- retweet_count: long (nullable = true)
|-- retweeted: boolean (nullable = true)
|-- retweeted_status: struct (nullable = true)
| |-- created_at: long (nullable = true)
| |-- id: string (nullable = true)
| |-- user: struct (nullable = true)
| | |-- created_at: long (nullable = true)
| | |-- default_profile: boolean (nullable = true)
| | |-- default_profile_image: boolean (nullable = true)
| | |-- description: string (nullable = true)
| | |-- favourites_count: long (nullable = true)
| | |-- followers_count: long (nullable = true)
| | |-- friends_count: long (nullable = true)
| | |-- geo_enabled: boolean (nullable = true)
| | |-- id: string (nullable = true)
| | |-- id_str: string (nullable = true)
| | |-- listed_count: long (nullable = true)
| | |-- location: string (nullable = true)
| | |-- name: string (nullable = true)
| | |-- profile_banner_url: string (nullable = true)
| | |-- profile_image_url: string (nullable = true)
| | |-- profile_image_url_https: string (nullable = true)
| | |-- screen_name: string (nullable = true)
| | |-- statuses_count: long (nullable = true)
| | |-- url: string (nullable = true)
| | |-- verified: boolean (nullable = true)
|-- text: string (nullable = true)
|-- text_lang: string (nullable = true)
|-- timestamp: long (nullable = true)
|-- truncated: boolean (nullable = true)
|-- tweet_source_type: string (nullable = true)
|-- tweet_type: string (nullable = true)
|-- twitter_engagement_rate: double (nullable = true)
|-- twitter_engagement_rate_v2: double (nullable = true)
|-- user: struct (nullable = true)
| |-- created_at: long (nullable = true)
| |-- default_profile: boolean (nullable = true)
| |-- default_profile_image: boolean (nullable = true)
| |-- description: string (nullable = true)
| |-- favourites_count: long (nullable = true)
| |-- followers_count: long (nullable = true)
| |-- friends_count: long (nullable = true)
| |-- geo_enabled: boolean (nullable = true)
| |-- id: string (nullable = true)
| |-- id_str: string (nullable = true)
| |-- listed_count: long (nullable = true)
| |-- location: string (nullable = true)
| |-- name: string (nullable = true)
| |-- profile_banner_url: string (nullable = true)
| |-- profile_image_url: string (nullable = true)
| |-- profile_image_url_https: string (nullable = true)
| |-- screen_name: string (nullable = true)
| |-- statuses_count: long (nullable = true)
| |-- url: string (nullable = true)
| |-- verified: boolean (nullable = true)
|-- view_count: long (nullable = true)