https://github.com/tindzk/tweetner

HTTP micro-service to recognise named entities in tweets
https://github.com/tindzk/tweetner

named-entity-recognition ner python tweet tweets twitter

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HTTP micro-service to recognise named entities in tweets

• Host: GitHub
• URL: https://github.com/tindzk/tweetner
• Owner: tindzk
• Created: 2018-03-07T18:31:26.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2018-03-07T18:35:10.000Z (almost 7 years ago)
• Last Synced: 2025-02-06T17:55:20.264Z (5 days ago)
• Topics: named-entity-recognition, ner, python, tweet, tweets, twitter
• Language: Python
• Homepage:
• Size: 1000 Bytes
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# TweetNER

This project provides an HTTP micro-service to recognise named entities in tweets. It is based on [tweepy](https://github.com/tweepy/tweepy), [spaCy](https://spacy.io/) and [Flask](http://flask.pocoo.org/).

## Dependencies

```shell

pip3 install -r requirements.txt

python3 -m spacy download en

```

## Configuration

Register a new Twiter app [here](https://apps.twitter.com/app/new) and set the following environment variables:

```shell

export TWITTER_CONSUMER_KEY=...

export TWITTER_CONSUMER_SECRET=...

export TWITTER_OAUTH_TOKEN=...

export TWITTER_OAUTH_TOKEN_SECRET=...

```

## Running

```shell

python3 classify.py

curl -i -H \

  "Content-Type: application/json" \

  -X POST \

  -d '{"tweet_id": "969287797214531590"}' \

  http://localhost:5000/classify

```

The result is as follows:

```http

HTTP/1.0 200 OK

Content-Type: application/json

Content-Length: 45

Server: Werkzeug/0.14.1 Python/3.6.4

Date: Wed, 07 Mar 2018 18:21:13 GMT

[

  [

    "Jack Dorsey", 

    "PERSON"

  ]

]

```

## Licence

TweetNER is licensed under the terms of the Apache v2.0 licence.

## Contributors

* Tim Nieradzik