https://github.com/livelace/lazy-crow-nest

lazy-crow-nest ("lazy" + "crow's nest") is a Dash app for a quick overview of job market in Russia.
https://github.com/livelace/lazy-crow-nest

analyzing dash job pandas

Last synced: 5 days ago
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lazy-crow-nest ("lazy" + "crow's nest") is a Dash app for a quick overview of job market in Russia.

• Host: GitHub
• URL: https://github.com/livelace/lazy-crow-nest
• Owner: livelace
• License: mit
• Created: 2021-03-03T20:02:29.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2024-07-16T06:53:27.000Z (6 months ago)
• Last Synced: 2024-07-17T08:18:56.058Z (6 months ago)
• Topics: analyzing, dash, job, pandas
• Language: Python
• Homepage:
• Size: 1.69 MB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# lazy-crow-nest

***lazy-crow-nest*** ("lazy" + "[crow's nest](https://en.wikipedia.org/wiki/Crow%27s_nest)") is a [Dash](https://github.com/plotly/dash) app for a quick overview

of job market in Russia.

### Features:

* 24/7 new data fetching.

* Regular [Spark](https://spark.apache.org/) task for clean, extract, enrich data etc. Weekly [Docker image](https://github.com/livelace/lazy-crow-nest/pkgs/container/lazy-crow-nest).

* Different datasets.

* Different metrics: city, title, company, salary etc.

* Filtering by different parameters.

### Datasets:

* common-year.pickle

* common-six-months.pickle

* common-three-months.pickle

* it-year.pickle

* it-six-months.pickle

* it-three-months.pickle (default)

### Dash:

![overview](assets/overview.png)

### Quick start:

```shell script

# start app and navigate to web ui.

user@localhost / $ docker run -ti --rm "ghcr.io/livelace/lazy-crow-nest"

user@localhost / $ docker run -e "LCN_DATA_PATH=/data/common-year.pickle" -ti --rm "ghcr.io/livelace/lazy-crow-nest"

user@localhost / $ docker run -e "LCN_DATA_PATH=/data/it-year.pickle" -ti --rm "ghcr.io/livelace/lazy-crow-nest"

Dash is running on http://0.0.0.0:8050/

 * Serving Flask app "lcn.__main__" (lazy loading)

 * Environment: production

   WARNING: This is a development server. Do not use it in a production deployment.

   Use a production WSGI server instead.

 * Debug mode: off

 * Running on http://0.0.0.0:8050/ (Press CTRL+C to quit)

```