# Helper Bibliothéik

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/)

## 🌍 verfügbar Sprooche

Pyhelper Offeren agebaute Iwwersetzunge fir bis op ** 131 Spriecher, ** abegraff:

Π1770_169_ [![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) [![sv](https://img.shields.io/badge/lang-sv-blue.svg)](readme/README.sv.md)161_1611_1611  
Π160_ [![ar](https://img.shields.io/badge/lang-ar-brown.svg)](readme/README.ar.md) π158_ [![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) [![hy](https://img.shields.io/badge/lang-hy-red.svg)](readme/README.hy.md) π_15,1111_111_11_11_11_11_11_11_11_11_11_11_11  
Π150_ [![be](https://img.shields.io/badge/lang-be-darkblue.svg)](readme/README.be.md) (multi-language) [![bho](https://img.shields.io/badge/lang-bho-orange.svg)](readme/README.bho.md) [![bs](https://img.shields.io/badge/lang-bs-purple.svg)](readme/README.bm.md) [![bg](https://img.shields.io/badge/lang-bg-green.svg)](readme/README.bg.md)1411_1411_1411_1411_  
Π140_139_ [![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) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md)  
Π_130_ [![fy](https://img.shields.io/badge/lang-fy-orange.svg)](readme/README.fy.md)1128_ [![ka](https://img.shields.io/badge/lang-ka-red.svg)](readme/README.ka.md) [![el](https://img.shields.io/badge/lang-el-blue.svg)](readme/README.el.md) [![gn](https://img.shields.io/badge/lang-gn-purple.svg)](readme/README.gn.md) [![haw](https://img.shields.io/badge/lang-haw-red.svg)](readme/README.haw.md)11_121_  
Π120_ [![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)113_11C_111_111_11  
Π_110_ [![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) [![kri](https://img.shields.io/badge/lang-kri-orange.svg)](readme/README.kri.md)101_101_  
Π100_ [![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) [![ln](https://img.shields.io/badge/lang-ln-blue.svg)](readme/README.ln.md) [![lt](https://img.shields.io/badge/lang-lt-red.svg)](readme/README.lt.md) [![lg](https://img.shields.io/badge/lang-lg-purple.svg)](readme/README.lg.md) [![mk](https://img.shields.io/badge/lang-mk-green.svg)](readme/README.mk.md)91_91_91_91_91_921  
Π90_ [![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) [![mi](https://img.shields.io/badge/lang-mi-blue.svg)](readme/README.mi.md) [![mr](https://img.shields.io/badge/lang-mr-red.svg)](readme/README.mr.md) [![lus](https://img.shields.io/badge/lang-lus-purple.svg)](readme/README.lus.md) [![no](https://img.shields.io/badge/lang-no-red.svg)](readme/README.no.md)81_81_81_81_81_81_81_81_81_81_81_81_81_81_81_811_  
Π_79_ [![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) [![nso](https://img.shields.io/badge/lang-nso-red.svg)](readme/README.nso.md)71_71_71_71_71_71  
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) Π_61_61_61_61_61_61_61_611_  
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) [![ug](https://img.shields.io/badge/lang-ug-purple.svg)](readme/README.ug.md)48_  
Π_46_ [![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)

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## 🚀 Installatioun

Installéiere vu Pypi:

Π_42_

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## 📖 Iwwersiicht

** Pyelpere ** Ass e villsäite Python TOPPITE entwéckelt fir ze vereinfachen, vis-rauchen, statistesch Operatiounen, an Utilistesch Operatiounen  
Et gëtt net erponger zu d'Soresch, Fuerschungsf fonnt, a professionnell Projeten, guer net fannen no Zerich an Boyclingscode.

Ganzjoifestitéiten:
- 🧮 gebaut-in ** Statistike a Mathematikfäegkeeten ** 
- 📊 Easy-to-notzt ** Dateinvirdeelung Wrappers ** 
- 🗂 handy ** Datei Handhabung an Sich no ** 
- 🔍 ** Syntax Validatioun ** Fir Python Dateien
- 🌍 ** Multi-Sprooch Support ** Mat prett-fir Iwwersetzungen
- 🚀 optimiséiert fir ** séier Prototyping ** an ** Ausbildung ** 

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## ✨ Key Features

### 📊 Daten Visualiséierung
- Bar Charts: Horizontal & vertikale (`hbar`, `vbar`)  
- Verdeelungsplots: Histogrammer (`histo`), Box Plosots (`boxplot`), klots (`kdeplot`)  
- Comparativ Plooschter: Violin, Swarm, Sträifploten  
- Korrelatioun Analyse: Hëtzt (`heatmap`), scatter plots (`scatter`)  
- fortgeschratt Visualiséierungen: Paar Polizisten, gemeinsame Plos, Réckgangsploten  
- Daten Dëscher: formatéiert Dësch ugewisen (`table`)  

### 📈 Statistesch Analyse
- ** zentral Tendenz ** : bedeit (`get_media`), median (`get_median`), Modus (`get_moda`)  
- ** Dispersioun ** : Gamme (`get_rank`), Varianz (`get_var`), Standarddeviatioun (`get_desv`)  
- ** Analyse ** : Dispersioun bericht (`disp`), iqr Berechnungen, Normaliséierung, Konditioun transforméiert  
- ** Outlier Detectioun ** : IQR an Z-Score Methoden  

### 🗂️ Datei Gestioun
- Smart Entdeckung mat `call()` (auto-detect CSV, JSON, XML, etc.)  
- Multi-Format Support (CSV, JSON, XML, PDF, spatial data)  
- SQL Datebankgestioun mat `DataBase` Klass  
- Konversioun Utilities (`convert_file`)  

### 🛠️ Entwéckler Tools
- Schalter System (`Switch`, `AsyncSwitch`)  
- Syntax Check (`check_syntax`, `PythonFileChecker`)  
- Räich Feeler Bericht (multi-language)  
- integréiert Hëllefssystem Π_17_  

### 🌍 Internationaliséierung
- 100+ gebaut-an Iwwersetzungen  
- Laden personaliséiert Iwwersetzungen  
- Runtime Sprooch wiesselen (`set_language() `)  
- Automatic English fallback  

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## Dependencies (handled automatically):

- pandas, numpy (data manipulation)

- matplotlib, seaborn (visualization)

- scikit-learn (statistics)

- sqlalchemy (database)

- geopandas (spatial data)

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## 🔧 Usage Examples

### Set language 

**support for up to 131 languages** 
``G_14_213_


### Basis Statistiken
Π_12_

### Visualiséierung
Π_11_

### Datei Handling
Π_10_

### Benotzerdefinéiert Iwwersetzungen
Π_9_

### Syntax Validatioun
Π_8_

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## 📂 Projektstruktur

Π_7_

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## 📜 License

Dëse Projet ass lizenzéiert ënner der ** MIT π_4 _ ** .  
Kuckt de [LICENSE](LICENSE) Datei fir Detailer.

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## 🔮 Roadmap

- zousätzlech Visualiséierungsorganer

- Verlängert Datebank Ënnerstëtzung Π_2_

- Maschinninstruktioun

- Webbaséiert Interface

- Plugin System

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⚡ prett fir Är Python Workflows mat ** pyhelzer ** iwwerhuelen? Start haut exploréieren!