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--- |
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license: cc-by-4.0 |
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--- |
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# Bluesky Aozora Dive |
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... Is an archive of atproto's firehose (and relatedly bluesky) streams. |
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This dataset name is inspired from a [song](https://www.uta-net.com/song/295599/). |
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## Data Formats |
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We present data as is with minimum enrichment. |
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- Any cryptographic CIDs are stripped as they do not possess any useful textual data. |
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### Streams |
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The firehose is split into 2 jsonl file for your usage: |
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- `..._atproto_interactions.jsonl`: Contains interaction events, such as likes, follows, reposts and blocks |
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- `..._atproto_general.jsonl`: Contains accounts, identities, posts and replies |
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### Common Fields |
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- `typ`: Represents the data **typ**e. |
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- `usr`: Which **Us**e**r** is it from. Represented in the `Usernames` format below. |
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- `rid`: Record Key. Use this to access data from bsky api. |
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The most basic root construct will typically contain: |
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```json |
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{ |
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"typ": "<Type>", |
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"usr": { |
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"did": "did:plc:ssd5xwqvrdrxyu2br7sfjwzy", |
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}, |
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} |
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``` |
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Usernames are constructed in the following format: |
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```json |
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{ |
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"did": "did:plc:4hqjfn7m6n5hno3doamuhgef", |
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} |
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``` |
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`did`: `Decentralized ID`. Consider this as `ID` for most cases and it points to a unique ID. |
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`nms`: **[DEPRECATED!]** `Usernames`. Either can be a string or a list of strings. Do not blindly assume this is going to be only a string! Though generally, it should just be a string. |
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- **`nms`** will not be provided in future firehose archives. Turns out PLC directory didn't like me. |
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For most cases, expect the did to describe a user. |
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### Blobs |
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Blobs represent media content. Typically you can tell it's a blob if it has a `mime` field and a `cid`. |
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```json |
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{ |
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"mime": "image/jpeg", |
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"size": 891965, |
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"cid": "bafkreifu35fvx45eyldhpoyb3zgtb5dobvjfpw5kkeexwxefrfpzye2pji" |
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} |
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``` |
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Given the user account is this: |
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```json |
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{ |
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"typ": "account", |
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"usr": { |
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"did": "did:plc:lri5xcv6ogaldxkigm32wa57", |
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"avy": { |
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"mime": "image/jpeg", |
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"size": 226086, |
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"cid": "bafkreif3z2y2rfrfcjt4rwwps4ib7q7qywrdt76bw6dmj5ebqefgllpima" |
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}, |
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"bnr": null, |
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"crt": 1723726663.57, |
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"dsc": "――あなたの日常に、AIの籠った音色を。\n\n▼思い出や日常、希望をお聞かせください。その想いを曲にいたします。\nhttps://forms.gle/rF2iqwXxabfVEifd7", |
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"dsp": "雪白ゆっち feat.AI Creator" |
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} |
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} |
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``` |
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Construct the avy url like so: |
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Template: `https://bsky.social/xrpc/com.atproto.sync.getBlob?did=<usr.did>&cid=<usr.avy.cid>` |
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A full link looks like this: `https://bsky.social/xrpc/com.atproto.sync.getBlob?did=did:plc:lri5xcv6ogaldxkigm32wa57&cid=bafkreif3z2y2rfrfcjt4rwwps4ib7q7qywrdt76bw6dmj5ebqefgllpima` |
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Yes I did spend a while trying to lookup to see why it is not working. |
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### Posts (Simple) |
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Posts can get rather complicated. Here's a sample of a simple post. |
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```json |
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{ |
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"typ": "post", |
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"usr": { |
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"did": "did:plc:ssd5xwqvrdrxyu2br7sfjwzy", |
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}, |
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"rid": "3kzyon77od52v", |
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"chg": "create", |
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"tst": 1723987630.494, |
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"pst": { |
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"txt": "✔✔✔On Aug 18, 2024, 11:59 AM(UTC). According to Binance Market Data, Bitcoin has crossed the 60,000 USDT benchmark and is now trading at 60,006.578125 USDT, with a narrowed 1.49% increase in 24 hours.👀👀", |
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"emb": null, |
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"fct": [], |
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"lbl": [], |
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"lng": [], |
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"tgs": [], |
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"rpl": null |
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} |
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} |
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``` |
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- `tst`: Contains the timestamp in unix float time. |
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- `chg`: Change type. Typically either `create` or `delete` for posts. `change` for allowing Direct Messages. |
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- `rid`: Record Key. Use this to access data from bsky api. |
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- `pst`: Contains the actual posted data. |
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### Posts (Complex) |
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As for replies and other fields, here's a more complex example. |
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```json |
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{ |
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"typ": "reply", |
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"usr": { |
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"did": "did:plc:4hqjfn7m6n5hno3doamuhgef", |
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"nms": "yui.syui.ai" |
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}, |
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"rid": "3kzyotm2hzq2d", |
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"chg": "create", |
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"tst": 1723987844.937, |
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"pst": { |
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"txt": "https://card.syui.ai/baiser \nbaiser\njoin : baiser.blue [IIT]\nten : 1000\naiten : 21037247\n---\n[1-7]\nten d : shuffle[IIT☑]\nten p : post\n---\n", |
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"emb": null, |
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"fct": [ |
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{ |
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"typ": "@", |
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"val": "https://card.syui.ai/baiser", |
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"rng": [ |
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0, |
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27 |
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] |
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} |
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], |
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"lbl": [], |
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"lng": [], |
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"tgs": [], |
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"rpl": { |
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"typ": "post", |
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"usr": { |
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"did": "did:plc:vok247eewjmbmo3kxaizct2i", |
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"nms": "baiser.blue" |
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}, |
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"rid": "3kzyotbooo22c", |
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"rrt": { |
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"typ": "post", |
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"usr": { |
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"did": "did:plc:vok247eewjmbmo3kxaizct2i", |
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"nms": "baiser.blue" |
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}, |
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"rid": "3kzyosf6atg2v" |
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} |
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} |
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} |
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} |
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``` |
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- `fct`: Stands for Facets: |
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- `typ`: The facet type. (`tag`,`link`,`mention`) |
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- `val`: The facet value. Note that this can be a `Username` dict when `typ` == `mention` |
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- `rng`: Byte range. AFAIK this is in UTF-16 but I can be wrong. Follow atproto's docs for this. |
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- `lbl`: Labels. A list of strings. Though typically empty list for firehose streams. Labels are sent seperately firehose stream-wise. |
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- `lng`: Languages. Either an list (Can be empty) or a string. |
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- `tgs`: "Additional hashtags, in addition to any included in post text and facets." |
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`rpl`: The post that the current post is replying to. |
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- *Note:* The reply post is not enriched with the actual post. |
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- `typ`/`usr`/`rid`: [Refer to the simple posts section.](#posts-simple) |
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- `rrt`: Root post. Can be `null` if root post is the same as the `rpl` post `rid`. |
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### Accounts |
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```json |
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{ |
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"typ": "account", |
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"usr": { |
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"did": "did:plc:cj3ngde5wbljf5sh33g7zsdz", |
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"avy": { |
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"mime": "image/jpeg", |
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"size": 79776, |
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"cid": "bafkreiczz2spptgturm43r33impbkcar4tmdmnh34pqkp2tynlztbxmw7a" |
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}, |
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"bnr": { |
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"mime": "image/jpeg", |
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"size": 748930, |
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"cid": "bafkreigb5l3u32quxzhpbca6bnrunfdau3m4bp6fdntmj2lwec3erkssty" |
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}, |
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"crt": null, |
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"dsc": "こっちでは、主に練習中の下手なイラスト・ゲーム関系とかを投稿していきたいな〜\n\n最推しのねくろさんの配信を見るといやされる( ◠‿◠ )", |
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"dsp": "しろっつ🖤🐐👑" |
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} |
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} |
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``` |
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For Accounts, the `usr` field is more filled. In addition to `did`, there are other fields like: |
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- `avy`/`bnr`: either a `Blob` or null. Refer to [Blobs](#blobs) section above. |
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- `crt`: Account Creation time. Can be null! |
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- `dsc`: Profile Bio / Blurb Section. |
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- `dsp`: Display name. |
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### Reconstructing to a AtUri |
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For `post` and `reply` types, Take the following values and combine them into the following url: |
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`at://<usr.did>/app.bsky.feed.post/<rid>` |
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Replies are just posts. |
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For `repost` and `like` types, it's similar but a bit different: |
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- Reposts: `at://<usr.did>/app.bsky.feed.repost/<rid>` |
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- likes: `at://<usr.did>/app.bsky.feed.like/<rid>` |
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### Enrichment of replies |
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``` |
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curl -L -X GET 'https://public.api.bsky.app/xrpc/app.bsky.feed.getPosts?uris=at://did:plc:4hqjfn7m6n5hno3doamuhgef/app.bsky.feed.post/3kzyotm2hzq2d' \ |
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-H 'Accept: application/json' \ |
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-H 'Authorization: Bearer <TOKEN>' |
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``` |
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### Illegal Spec Followers |
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In other words, we also capture content that failed to follow specs. Like this: |
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```json |
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{ |
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"typ": "IllegalSpecFollowerAkaFixYourShit", |
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"record": { |
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"text": "任某（男，31歲），被行拘！ ", |
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"$type": "app.bsky.feed.post", |
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"embed": { |
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"uri": "https://www.headline01.com/a/Xio3zSUuGvX7J1jCSG_F5g-51479340.html", |
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"$type": "app.bsky.embed.external#main", |
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"external": { |
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"uri": "https://www.headline01.com/a/Xio3zSUuGvX7J1jCSG_F5g-51479340.html", |
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"thumb": { |
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"ref": "bafkreidrfrfluqo26yy4pemkcpgug2p5sea3xrwh3schfnns5owa7gbwvm", |
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"size": 86924, |
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"$type": "blob", |
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"mimeType": "image/jpeg" |
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}, |
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"title": "任某（男，31歲），被行拘！", |
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"description": "" |
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} |
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}, |
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"createdAt": "2024-08-18T14:05:19.645644Z" |
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} |
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} |
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``` |
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Lines marked as `IllegalSpecFollowerAkaFixYourShit` should be ignored in general though. Content isn't great anyway. |
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## Changes |
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**[01/09/24]** |
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Removed mentions of `nms`. We stopped resolving DIDs after 01/09/24 as it appears that I'm slamming PLC directory too much lol. Sorry! |
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## Various Notes |
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### Recommendations |
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For getting a more proper stream of posts, it's recommended to keep a track of users + posts in a index cache. |
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Then again, you can just fetch a list from bsky api directly lol. |
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Do consider reading up on bsky docs and atproto docs. |
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### Docs Nonsense |
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When the bluesky docs say: "...Implemented by PDS". |
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You should probably use the following base url: `https://bsky.social/xrpc/` |
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### Deletions |
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UnActions ("unpost","unlike","unrepost") only contains `rid` as the record key. |
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### License |
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For everyone out there, data is meant to be free unlike some previous license I did. This is free for grabs aka `CC-BY-4.0`. |
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for Big Corps wanting to use it: Sure. As long as you cite this dataset + `CC-BY-4.0` license. Be nice to people who have came before you and did it. |
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### Citations |
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We would much love academia to cite this dataset. Be nice please `:)` |
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```tex |
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@misc{bskyaozora, |
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title = {Aozora Diving: diving into the sea of atproto and bluesky network }, |
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author = {KaraKaraWitch}, |
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year = {2023}, |
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howpublished = {\url{https://huggingface.co/datasets/WitchesSocialStream/bluesky-Aozora-Diving}}, |
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} |
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``` |
