https://github.com/mchmarny/tfeel

Twitter sentiment analysis
https://github.com/mchmarny/tfeel

analytics gcp golang twitter

Last synced: 3 months ago
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Twitter sentiment analysis

• Host: GitHub
• URL: https://github.com/mchmarny/tfeel
• Owner: mchmarny
• License: apache-2.0
• Archived: true
• Created: 2017-03-30T21:53:17.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2018-07-12T03:53:34.000Z (over 6 years ago)
• Last Synced: 2024-05-22T15:31:53.176Z (6 months ago)
• Topics: analytics, gcp, golang, twitter
• Language: Go
• Size: 279 KB
• Stars: 22
• Watchers: 8
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-go-quant - tfeel - Twitter sentiment analysis (Golang / Sentiment Intensity Analyzer)

README

        
# TFEEL

> Personal project, does not represent Google

Short for Twitter Feeling... simple sentiment analyses over tweeter data for

specific terms using Google Cloud services:

* [Google Container Engine](https://cloud.google.com/container-engine/)

* [Google NLP API](https://cloud.google.com/natural-language/)

* [Google Dataflow](https://cloud.google.com/dataflow/)

* [Google Pub/Sub](https://cloud.google.com/pubsub/)

![tfeel data flow](/../master/images/tfeel-flow.png?raw=true "tfeel data flow")

> All GCP services used in this example can be run under the GCP Free Tier

plan. More more information see https://cloud.google.com/free/

## Configuration

Edit the `scripts/config.sh` file with your Twitter API info. Alternatively

define the following environment variables. Instractions how to configure your Twitter API access codes are found [here](http://docs.inboundnow.com/guide/create-twitter-application/):

```

# export T_CONSUMER_KEY=""

# export T_CONSUMER_SECRET=""

# export T_ACCESS_TOKEN=""

# export T_ACCESS_SECRET=""

```

## Dependencies

`tfeel` depends on a few GCP services. You can setup these servicesmanually followingthe commandsfound in the `scripts/setup.sh` file or just execute that script. This script will also configure a service account for the `tfeel`  application to run under.

## Run

Once all the necessary GC resources have been created (dependencies) you can execute the `tfeel` application using the `scripts/run.sh` script.

## Cleanup

The cleanup of all the resources created in this application can be accomplished by executing the `scripts/cleanup.sh` script.

### TODO

* Tests, yes please

* Minimize account service roles (currently, project editor)