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https://github.com/dstoianov/berlin-startup-jobs-analyzer
frequency word analyzer based on a job title
https://github.com/dstoianov/berlin-startup-jobs-analyzer
analyzer berlin berlin-startup-jobs jobs python stackoverflow
Last synced: 4 months ago
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frequency word analyzer based on a job title
- Host: GitHub
- URL: https://github.com/dstoianov/berlin-startup-jobs-analyzer
- Owner: dstoianov
- Created: 2019-12-22T14:27:39.000Z (about 5 years ago)
- Default Branch: master
- Last Pushed: 2023-04-24T04:58:13.000Z (over 1 year ago)
- Last Synced: 2023-08-07T05:06:02.027Z (over 1 year ago)
- Topics: analyzer, berlin, berlin-startup-jobs, jobs, python, stackoverflow
- Language: Python
- Size: 76.2 KB
- Stars: 1
- Watchers: 2
- Forks: 1
- Open Issues: 4
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Frequency word analyzer based on a job title and tags in position
- for [https://berlinstartupjobs.com](https://berlinstartupjobs.com/engineering/)
- for [https://stackoverflow.com](https://stackoverflow.com/)
## `berlin-startup-jobs` simple words analyzer
#### Based on https://github.com/GamjaPower/berlinstartupjobs.git
## Requirements
- Python 3.7
## Quick start
1. clone repository, install libs check outdated
```sh
git clone https://github.com/dstoianov/berlin-startup-jobs-analyzer.git
cd berlin-startup-jobs-analyzer/
python3 -m venv .venv or via virtualenv .venv --python=python3
source .venv/bin/activate
pip install --upgrade pip
pip install -r requirements.txt
pip list --outdated # show outdated libs
```
1. collect and analyze data
```sh
python src/crawler.py
python src/analyzer.py
```
## Results Analysis
Description:
- the first parameter is the `technology name`
- the second parameter is the `frequent occurrence`
Output Results:
- see files in `adoc` format in repo
### Statistics:
Number of open vacancies and tags in them for BerlinStartupJobs and Stack OverFlow sites
| Date | BerlinStartupJobs Tags | BerlinStartupJobs Urls | StackOverFlow Tags | StackOverFlow Urls |
|----------|:-------------:|:------:|:----:|:----:|
| 2020-01| 907| 223| 2020| 485 |
| 2020-02| 1020| 248| 2122| 506 |
| 2020-03| 908| 209| 1960| 473 |
| 2020-04| 830| 196| 1605| 390 |
| 2020-05| 682| 162| 1294| 318 |
| 2020-06| 430| 113| 1138| 278 |
| 2020-08| 458| 137| 1117| 281 |
| 2020-10| 731| 185| 1311| 313 |
| 2020-11| 678| 172| 1418| 337 |