# Oluranlọwọ Oju-ikawe

[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE) [![PyPI](https://img.shields.io/pypi/v/pyhelper-tools-jbhm?style=for-the-badge&label=PyPI&color=blue)](https://pypi.org/project/pyhelper-tools-jbhm/)

## 🌍 Awọn ede Wa

Pyhelper nfunni awọn itumọ-itumọ ti ni awọn ede to ** 131 awọn ede ** pẹlu:

π__70_ [![es](https://img.shields.io/badge/lang-es-yellow.svg)](readme/README.es.md) [![de](https://img.shields.io/badge/lang-de-green.svg)](readme/README.de.md) [![ru](https://img.shields.io/badge/lang-ru-purple.svg)](readme/README.ru.md) [![tr](https://img.shields.io/badge/lang-tr-orange.svg)](readme/README.tr.md) [![zh](https://img.shields.io/badge/lang-zh-black.svg)](readme/README.zh.md) [![it](https://img.shields.io/badge/lang-it-lightgrey.svg)](readme/README.it.md) [![pt](https://img.shields.io/badge/lang-pt-brightgreen.svg)](readme/README.pt.md) [![pt](https://img.shields.io/badge/lang-pt-brightgreen.svg)](readme/README.pt.md) [![sv](https://img.shields.io/badge/lang-sv-blue.svg)](readme/README.sv.md)  
[![ja](https://img.shields.io/badge/lang-ja-red.svg)](readme/README.ja.md) [![ar](https://img.shields.io/badge/lang-ar-brown.svg)](readme/README.ar.md) [![sq](https://img.shields.io/badge/lang-sq-blue.svg)](readme/README.sq.md) [![am](https://img.shields.io/badge/lang-am-green.svg)](readme/README.am.md) [![as](https://img.shields.io/badge/lang-as-purple.svg)](readme/README.as.md) [![ay](https://img.shields.io/badge/lang-ay-brown.svg)](readme/README.ay.md) [![az](https://img.shields.io/badge/lang-az-lightblue.svg)](readme/README.az.md) [![bm](https://img.shields.io/badge/lang-bm-darkgreen.svg)](readme/README.bm.md)  
[![eu](https://img.shields.io/badge/lang-eu-pink.svg)](readme/README.eu.md) [![be](https://img.shields.io/badge/lang-be-darkblue.svg)](readme/README.be.md) [![bn](https://img.shields.io/badge/lang-bn-teal.svg)](readme/README.bn.md) [![bs](https://img.shields.io/badge/lang-bs-purple.svg)](readme/README.bm.md) [![ca](https://img.shields.io/badge/lang-ca-yellow.svg)](readme/README.ca.md) [![ceb](https://img.shields.io/badge/lang-ceb-blue.svg)](readme/README.ceb.md) [![ny](https://img.shields.io/badge/lang-ny-red.svg)](readme/README.ny.md) [![co](https://img.shields.io/badge/lang-co-green.svg)](readme/README.co.md) [![co](https://img.shields.io/badge/lang-co-green.svg)](readme/README.co.md)  
[![hr](https://img.shields.io/badge/lang-hr-blue.svg)](readme/README.hr.md) [![cs](https://img.shields.io/badge/lang-cs-red.svg)](readme/README.cs.md) [![da](https://img.shields.io/badge/lang-da-purple.svg)](readme/README.da.md) [![doi](https://img.shields.io/badge/lang-doi-brown.svg)](readme/README.doi.md) [![nl](https://img.shields.io/badge/lang-nl-orange.svg)](readme/README.nl.md) [![eo](https://img.shields.io/badge/lang-eo-green.svg)](readme/README.eo.md) [![et](https://img.shields.io/badge/lang-et-blue.svg)](readme/README.et.md) [![et](https://img.shields.io/badge/lang-et-blue.svg)](readme/README.et.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md)  
[![fi](https://img.shields.io/badge/lang-fi-blue.svg)](readme/README.fi.md) [![fy](https://img.shields.io/badge/lang-fy-orange.svg)](readme/README.fy.md) [![ka](https://img.shields.io/badge/lang-ka-red.svg)](readme/README.ka.md) [![fy](https://img.shields.io/badge/lang-fy-orange.svg)](readme/README.fy.md) ```python
import helper as hp

data = [1, 2, 2, 3, 4, 5]

print(hp.get_media(data))   # Mean
print(hp.get_median(data))  # Median
print(hp.get_moda(data))    # Mode
```  
[![iw](https://img.shields.io/badge/lang-iw-purple.svg)](readme/README.iw.md) ```python
import helper as hp

df = hp.pd.DataFrame({"values": [5, 3, 7, 2, 9]})
hp.histo(df, "values", bins=5, title="Sample Histogram")
``` [![hmn](https://img.shields.io/badge/lang-hmn-green.svg)](readme/README.hmn.md) [![hu](https://img.shields.io/badge/lang-hu-blue.svg)](readme/README.hu.md) [![is](https://img.shields.io/badge/lang-is-red.svg)](readme/README.is.md) [![ilo](https://img.shields.io/badge/lang-ilo-orange.svg)](readme/README.ilo.md) [![id](https://img.shields.io/badge/lang-id-green.svg)](readme/README.id.md) [![id](https://img.shields.io/badge/lang-id-green.svg)](readme/README.id.md) ```python
import helper as hp

df = hp.pd.DataFrame({"values": [5, 3, 7, 2, 9]})
hp.histo(df, "values", bins=5, title="Sample Histogram")
```  
[![kn](https://img.shields.io/badge/lang-kn-purple.svg)](readme/README.kn.md) [![kk](https://img.shields.io/badge/lang-kk-orange.svg)](readme/README.kk.md) [![km](https://img.shields.io/badge/lang-km-green.svg)](readme/README.km.md) [![rw](https://img.shields.io/badge/lang-rw-blue.svg)](readme/README.rw.md) [![gom](https://img.shields.io/badge/lang-gom-red.svg)](readme/README.gom.md) [![ko](https://img.shields.io/badge/lang-ko-purple.svg)](readme/README.ko.md) [![ku](https://img.shields.io/badge/lang-ku-green.svg)](readme/README.ku.md) [![ky](https://img.shields.io/badge/lang-ky-red.svg)](readme/README.ky.md) [![ky](https://img.shields.io/badge/lang-ky-red.svg)](readme/README.ky.md)  
[![lo](https://img.shields.io/badge/lang-lo-purple.svg)](readme/README.lo.md) [![la](https://img.shields.io/badge/lang-la-orange.svg)](readme/README.la.md) [![lv](https://img.shields.io/badge/lang-lv-green.svg)](readme/README.lv.md) [![lt](https://img.shields.io/badge/lang-lt-red.svg)](readme/README.lt.md) [![lb](https://img.shields.io/badge/lang-lb-orange.svg)](readme/README.lb.md) [![mk](https://img.shields.io/badge/lang-mk-green.svg)](readme/README.mk.md) [![mk](https://img.shields.io/badge/lang-mk-green.svg)](readme/README.mk.md)  
[![ms](https://img.shields.io/badge/lang-ms-purple.svg)](readme/README.ms.md) [![ml](https://img.shields.io/badge/lang-ml-orange.svg)](readme/README.ml.md) [![mt](https://img.shields.io/badge/lang-mt-green.svg)](readme/README.mt.md) [![mr](https://img.shields.io/badge/lang-mr-red.svg)](readme/README.mr.md) [![mr](https://img.shields.io/badge/lang-mr-red.svg)](readme/README.mr.md) [![my](https://img.shields.io/badge/lang-my-green.svg)](readme/README.my.md) [![no](https://img.shields.io/badge/lang-no-red.svg)](readme/README.no.md) [![no](https://img.shields.io/badge/lang-no-red.svg)](readme/README.no.md) [![no](https://img.shields.io/badge/lang-no-red.svg)](readme/README.no.md) [![no](https://img.shields.io/badge/lang-no-red.svg)](readme/README.no.md) [![or](https://img.shields.io/badge/lang-or-purple.svg)](readme/README.or.md)  
π___79_ [![ps](https://img.shields.io/badge/lang-ps-green.svg)](readme/README.ps.md) [![qu](https://img.shields.io/badge/lang-qu-red.svg)](readme/README.qu.md) [![ro](https://img.shields.io/badge/lang-ro-purple.svg)](readme/README.ro.md) [![sm](https://img.shields.io/badge/lang-sm-orange.svg)](readme/README.sm.md) [![sa](https://img.shields.io/badge/lang-sa-green.svg)](readme/README.sa.md) [![gd](https://img.shields.io/badge/lang-gd-blue.svg)](readme/README.gd.md) [![om](https://img.shields.io/badge/lang-om-orange.svg)](readme/README.om.md) [![om](https://img.shields.io/badge/lang-om-orange.svg)](readme/README.om.md)  
π__68_ [![si](https://img.shields.io/badge/lang-si-blue.svg)](readme/README.si.md) [![sk](https://img.shields.io/badge/lang-sk-red.svg)](readme/README.sk.md) [![sl](https://img.shields.io/badge/lang-sl-purple.svg)](readme/README.sl.md) [![so](https://img.shields.io/badge/lang-so-orange.svg)](readme/README.so.md) [![su](https://img.shields.io/badge/lang-su-green.svg)](readme/README.su.md) [![tg](https://img.shields.io/badge/lang-tg-red.svg)](readme/README.tg.md) [![te](https://img.shields.io/badge/lang-te-green.svg)](readme/README.te.md) [![te](https://img.shields.io/badge/lang-te-green.svg)](readme/README.te.md)  
π__57_ [![ti](https://img.shields.io/badge/lang-ti-red.svg)](readme/README.ti.md) [![ts](https://img.shields.io/badge/lang-ts-purple.svg)](readme/README.ts.md) [![tk](https://img.shields.io/badge/lang-tk-orange.svg)](readme/README.tk.md) [![ak](https://img.shields.io/badge/lang-ak-green.svg)](readme/README.ak.md) [![uk](https://img.shields.io/badge/lang-uk-blue.svg)](readme/README.uk.md) [![ur](https://img.shields.io/badge/lang-ur-red.svg)](readme/README.ur.md) [![vi](https://img.shields.io/badge/lang-vi-green.svg)](readme/README.vi.md) [![cy](https://img.shields.io/badge/lang-cy-blue.svg)](readme/README.cy.md)  
[![xh](https://img.shields.io/badge/lang-xh-red.svg)](readme/README.xh.md) [![yi](https://img.shields.io/badge/lang-yi-purple.svg)](readme/README.yi.md) [![yo](https://img.shields.io/badge/lang-yo-orange.svg)](readme/README.yo.md) [![zu](https://img.shields.io/badge/lang-zu-green.svg)](readme/README.zu.md)

---


## 🚀 fifi sori ẹrọ

Fi sori PYYI:

```bash
pip install pyhelper-tools-jbhm
```

---

## 📖 Akopọ

** Pyhelper ** jẹ Vertitaili Python Apẹrẹ irinṣẹ lati sọ di mimọ julọ ** Awọn iṣẹ iṣiro data, wiwo, awọn iṣẹ iṣiro, ati awọn iṣẹ ṣiṣe iṣeeṣe ** .  
O ṣepọ lainiye sinu eto-ẹkọ, iwadii, ati awọn iṣẹ amọdaju, gbigba ọ laaye si idojukọ lori awọn imọran dipo koodu pọne.

Awọn anfani pataki:
- 🧮 Awọn iṣiro-un-in ** ati awọn ohun elo Math
- 📊 ohun-irọrun **
- 🗂 Handdy ** Milking faili ati wiwa ** 
- 🔍 ** afọwọkọ afọwọkọ ** fun Python Awọn faili
- 🌍 ** atilẹyin ẹda lọpọlọpọ ** pẹlu awọn itumọ-lati lati lo awọn itumọ
- 🚀 iṣapeye fun iyara ** ati ** eko **

---

## ✨ Awọn ẹya Bọtini

### 📊 Ifiweranṣẹ data
- Awọn aworan apẹrẹ: petele & inaro (`hbar`, `vbar`)  
- Awọn igbero pinpin: Awọn ete-ilu  
- Awọn igbero ifiwera: violin, swarm, awọn igbero rinhoho  
- Onínọmbà ibamu: Awọn igbona gbona (`heatmap`), awọn igbero tuka (`scatter`)  
- Awọn visulizations ti ni ilọsiwaju: awọn igbero akojọpọ, awọn igbero apapọ, awọn ete awọn ete  
- Awọn tabili data: Awọn tabili tabili ti ọna kika (`table`)  

### 📈 onínọmbà iṣiro
- ** Aarin arin-owo ** : O tumọ si (`get_media`), Median (`get_median`), Ipo (`get_moda`)  
- ** Ritika ** : ibiti (`get_rank`), varian (`get_var`), iparun boṣewa (`get_desv`)  
- ** Onínọmbà ** : Pipin Lifetips (`disp`), Awọn iṣiro IQR, iwuwasi, awọn iyipada majemu  
- ** Iwari Ọna ** : IQR ati Awọn ọna Z-Dime Diresi  

### 🗂️ Iṣakoso faili
- Awari ọlọgbọn pẹlu `call()` (auto-detect CSV, JSON, XML, etc.)  
- atilẹyin pupọ-kika (CSV, JSON, XML, PDF, spatial data)  
- Isakoso data SQL pẹlu `DataBase` Kilasi  
- Awọn irinṣẹ Iyipada (`convert_file`)  

### 🛠️ Awọn irinṣẹ Olùgbéejáde
- Yipada eto (`Switch`, `AsyncSwitch`)  
- yiyewo yiyekan (`check_syntax`, `PythonFileChecker`)  
- Ijabọ Aṣiṣe ọlọrọ (multi-language)  
- eto iranlọwọ (`help`)  

### 🌍 gbogbo eniyan
- 100 + awọn itumọ-itumọ  
- fifuye awọn itumọ aṣa  
- Akoko asiko asiko yipada (`set_language() π`)  
- Automatic English fallback  

---

## Dependencies (handled automatically):

- pandas, numpy (data manipulation)

- matplotlib, seaborn (visualization)

- scikit-learn (statistics)

- sqlalchemy (database)

- geopandas (spatial data)

---

## 🔧 Usage Examples

### Set language 

**support for up to 131 languages** 
`


#### Awọn iṣiro ipilẹ
π_12

### Vialtozation
```python
import helper as hp

df = hp.pd.DataFrame({"values": [5, 3, 7, 2, 9]})
hp.histo(df, "values", bins=5, title="Sample Histogram")
```

### Awọn ohun mimu faili
```python
from helper import call

data = call(name="my_data", type="csv")  # Finds and loads a CSV file automatically
```

### Awọn itumọ aṣa
```python
from helper import load_user_translations

# Load custom translations from lang.json
load_user_translations("custom/lang.json")
```

#### AKIYESI AKIYESI
```python
from helper import run

run("./path/to/my_script.py")
#Show gui pop up with results
```

---

## 📂 eto ise agbese

π__7_

---

## 📜 π License

Ise agbese yii jẹ iwe-aṣẹ labẹ ** MIT __*.  
Wo faili [LICENSE](LICENSE) fun awọn alaye.

---

## 🔮 opopona

- Afikun Awọn oriṣi Oju-iwoye

- Afikun data ti o gbooro sii (NoSQL, graph databases)

- Intention ero ero

- Oju opo wẹẹbu ti o da lori wẹẹbu

- Plolin Eto

---

Ti ṣetan lati ṣe itọju rẹ Python Ṣiṣẹ Pẹlu ** PYHELPPPPPER ** ? Bẹrẹ iṣawakiri loni!