# Laibulale

Π_172_ [![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/)

# # 🌍 🌍 zolaula

Pytherper imapereka matembenuzidwe omangidwa mpaka ** 111 ** kuphatikiza:

[![en](https://img.shields.io/badge/lang-en-red.svg)](readme/README.md)  [![es](https://img.shields.io/badge/lang-es-yellow.svg)](readme/README.es.md)  [![fr](https://img.shields.io/badge/lang-fr-blue.svg)](readme/README.fr.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)  [![sv](https://img.shields.io/badge/lang-sv-blue.svg)](readme/README.sv.md)  
Π_160_ [![ar](https://img.shields.io/badge/lang-ar-brown.svg)](readme/README.ar.md)19_158_15_ `)  
- 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** 
`15_15_15_15_15_15_152_15_153_15_15-  
Π_250_149_ [![bn](https://img.shields.io/badge/lang-bn-teal.svg)](readme/README.bn.md) `python
from helper import set_language

set_language("en")  # English
set_language("es")  # Spanish
set_language("fr")  # French
set_language("de")  # German
set_language("ru")  # Russian
set_language("tr")  # Turkish
set_language("zh")  # Chinese
set_language("it")  # Italian
set_language("pt")  # Portuguese
set_language("sv")  # Swedish
set_language("ja")  # Japanese
set_language("ar")  # Arabic
...
`146_14_14-  
[![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)  [![dv](https://img.shields.io/badge/lang-dv-orange.svg)](readme/README.dv.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)  [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md)  [![tl](https://img.shields.io/badge/lang-tl-purple.svg)](readme/README.tl.md)  
Π_130_ [![fy](https://img.shields.io/badge/lang-fy-orange.svg)](readme/README.fy.md)19_128_126_12-  
[![iw](https://img.shields.io/badge/lang-iw-purple.svg)](readme/README.iw.md)  [![hi](https://img.shields.io/badge/lang-hi-orange.svg)](readme/README.hi.md)  [![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)  [![ig](https://img.shields.io/badge/lang-ig-purple.svg)](readme/README.ig.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)  [![ga](https://img.shields.io/badge/lang-ga-blue.svg)](readme/README.ga.md)  [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md)  
Π_110_ [![kk](https://img.shields.io/badge/lang-kk-orange.svg)](readme/README.kk.md)1088_100- [![ko](https://img.shields.io/badge/lang-ko-purple.svg)](readme/README.ko.md)10- [![ko](https://img.shields.io/badge/lang-ko-purple.svg)](readme/README.ko.md) [![ckb](https://img.shields.io/badge/lang-ckb-blue.svg)](readme/README.ckb.md)11_  
Π_100_99_99_98_ [![ln](https://img.shields.io/badge/lang-ln-blue.svg)](readme/README.ln.md)96_95_95_9- [![mai](https://img.shields.io/badge/lang-mai-blue.svg)](readme/README.mai.md)92_91_  
Π_90_8_89_8_88_8_86_8_85_8_82_8_82_8 - [![no](https://img.shields.io/badge/lang-no-red.svg)](readme/README.no.md)81_8_80_8  
[![om](https://img.shields.io/badge/lang-om-orange.svg)](readme/README.om.md)  [![ps](https://img.shields.io/badge/lang-ps-green.svg)](readme/README.ps.md)  [![fa](https://img.shields.io/badge/lang-fa-blue.svg)](readme/README.fa.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)  [![nso](https://img.shields.io/badge/lang-nso-red.svg)](readme/README.nso.md)  [![st](https://img.shields.io/badge/lang-st-purple.svg)](readme/README.st.md)  [![sn](https://img.shields.io/badge/lang-sn-orange.svg)](readme/README.sn.md)  
Π_68_ License6_66_6_6_6_6_6_6_6_6_6_6-Π  
[![th](https://img.shields.io/badge/lang-th-blue.svg)](readme/README.th.md)  [![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)  [![ug](https://img.shields.io/badge/lang-ug-purple.svg)](readme/README.ug.md)  [![uz](https://img.shields.io/badge/lang-uz-orange.svg)](readme/README.uz.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)

---


# # 🚀 🚀 kukhazikitsa

Ikani kuchokera ku PYPI:

Π_42_

---

## 📖 Mwachidule

** PELHLISP ** ndi yolimba PythonARDEKITIK idapangidwa kuti ikhale yosavuta ** Kusanthula kwa data, zowunikira, magwiridwe antchito, ndi ntchito zogwirira ntchito ** .  
Zimaphatikizira mosalekeza m'maphunziro, kafukufuku, komanso mapulojekiti aukadaulo, omwe akukulolani kuyang'ana kwambiri m'malo mongoyang'ana nambala ya boilerplate.

Ubwino Wabwino:
- 🧮 zomangidwa-in-in -* ndi ma ath a masamu **
- 📊 kusavuta kugwiritsa ntchito zojambulajambula
- 🗂 Chingwe ** Kugwira mafayilo ndikusaka ** 
- 🔍 ** syntax reation ** ya Python mafayilo
- 🌍 ** Thandizo la Zilankhulo Zambiri ** ndi matembenuzidwe okonzeka kugwiritsa ntchito
- 🚀 onjezerani ** mofulumira --* ndi ** maphunziro **

---

# # ✨

# # # 📊
- ma chart a bar: yopingasa & vertical (`hbar`, `vbar`)  
- ziwembu zogawika: hirogrames (`histo`), bokosi lino Π_37_, KD_3_  
- mafayilo ofananitsa: valin, driver, zingwe  
- Kusanthula Kwakukonzanso: kutentha (`heatmap`), kuwaza madopu (`scatter`)  
- Mawonekedwe apamwamba: awiri mphambu, ziwembu zophatikizika,  
- Matebulo a Data: Tebulo lojambulidwa limawonetsa (`table`)  

# # # 📈 📈 Kusanthula kwa Statistical
- ** Central Centery ** : zikutanthauza (`get_media`), wapakatikati Π_31_, mode Π_30_  
- ** Kubalalitsa ** : Mitundu (`get_rank`), kusiyanasiyana (`get_var`), kupatuka kokhazikika (`get_desv`)  
- ** kusanthula ** : Kubalalitsa malipoti (`disp`), kuwerengera kwa IQR, kusinthika, kumasinthidwe  
- ** Kuwonongeka kwa kunja ** : IQR ndi Z-SChips  

### 🗂️ Kuwongolera fayilo
- kupezeka kwanzeru ndi `call()` (auto-detect CSV, JSON, XML, etc.)  
- Chithandizo cha mitundu yambiri (CSV, JSON, XML, PDF, spatial data)  
- SQL Database Kuyang'anira ndi `DataBase` kalasi  
- Kutembenuza zofunikira (`convert_file`)  

# # # 🛠️ zida zaluso
- Sinthani dongosolo (`Switch`, `AsyncSwitch`)  
- Syntax Kuyang'ana (`check_syntax`, `PythonFileChecker`)  
- Kulakwitsa kolemera (multi-language)  
- Zophatikizira thandizo Π_17_  

# # # 🌍
- kumasulira kwa 100+ omangidwa  
- Lowetsani matembenuzidwe achikhalidwe  
- Chilankhulo cha Runtime Sinthani (`set_language()P_15_, _14_13_


# # # Ziwerengero Zoyambira
Π_12_

# # # Zowunikira
Π_11_

# # # Kugwira mafayilo
Π_10_

### # Mabaibulo
Π_9_

# # # Syntax kutsimikizika
Π_8_

---

# # 📂 📂 kapangidwe ka polojekiti

Π_7_

---

# # 📜 Π_6_

Pulojekitiyi ndi chilolezo pansi pa ** MIT π_4 _ ** .  
Onani [LICENSE](LICENSE) fayilo kuti mumve zambiri.

---

## 🔮 Roathermap

- mitundu yowonjezera yowunikira

- Chithandizo cha database onjezerani (NoSQL, graph databases)

- Kuphatikizira makina

- mawonekedwe a intaneti

- plugin dongosolo

---

- Okonzeka kuti akweze ma Π_1_ orksks okhala ndi ** pyheli ** ? Yambani kuyang'ana lero!