# Ọbá Akwụkwọ Iwera

[![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/)

## 🌍 Asusu

Pyhelper na-enye nsụgharị maka nsụgharị ruo ** 131 1.5 gụnyere:

[![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) π168_ π166_ Π_163_ π163_ π162_ π161_  
[![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) π158_ Π_156_ π154_ π153_ π152_ π151_  
[![eu](https://img.shields.io/badge/lang-eu-pink.svg)](readme/README.eu.md) π149_ π148_ π146_ π146_ π143_ π142_ π141_  
[![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) π138_ π136_ π135_ π133_ π132_ π131_  
[![fi](https://img.shields.io/badge/lang-fi-blue.svg)](readme/README.fi.md) π29_ π128_ π127_ π125_ π123_ π123_122_ π121_)  
[![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) π1117_ π1115_ π111_1114_ π1112_ π1112_  
[![kn](https://img.shields.io/badge/lang-kn-purple.svg)](readme/README.kn.md) π109_ π108_ π107_ π106_ π104_ π103_ π102_ π101_  
[![lo](https://img.shields.io/badge/lang-lo-purple.svg)](readme/README.lo.md) π99_ [![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) Π_92_  
[![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) π88_ π86_ π86_ π84_ π83_ [![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)  
[![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) π77_ π76_ π73_ π73_ π71_ π79_  
[![sd](https://img.shields.io/badge/lang-sd-green.svg)](readme/README.sd.md) π67_ π66_ π65_ π63_ π63_ π61_ π60_ π59_ [![tt](https://img.shields.io/badge/lang-tt-orange.svg)](readme/README.tt.md)  
[![th](https://img.shields.io/badge/lang-th-blue.svg)](readme/README.th.md) π56_ π55_ π54_ π53_ π51_50_ [![uz](https://img.shields.io/badge/lang-uz-orange.svg)](readme/README.uz.md) π47_ [![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) π45_ π44_ [![zu](https://img.shields.io/badge/lang-zu-green.svg)](readme/README.zu.md)

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## 🚀 Mbanye

Wụnye na PPI:

Π_42_

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## 📖 Isi

** pyhelper ** bụ ihe dị iche iche Python na nyocha data, nlele, arụmọrụ ọnụ ọgụgụ, na ọrụ ọrụ na-arụ ọrụ **.  
Ọ na-eme ka enweghị mmasị na agụmakwụkwọ, nyocha, na ọrụ ọkachamara, na-enye gị ohere ilekwasị anya n'echiche kama iji koodu.

Uru dị mkpa:
- 🧮 wuru-in ** Statistics na Mathtisility 4*
- 📊 mfe iji ***
- 🗂 Dyly ** njikwa faịlụ na ịchọ ** 
- 🔍 ** syntax Sensesation ** maka π40_ faịlụ
- 🌍 ** Nkwado Multi-Asụsụ ** na nsụgharị ejiji
- 🚀 Kachasị maka ** Ngwakọta ngwa ngwa ** na ** agụmakwụkwọ ** 

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Ndekọ ##

### 📊 Satlilization Visual
- Charmar Charts: kehoraizin & Vetikal (`hbar`, `vbar`)  
- Ahịa nkesa: mekọlọ Ọrụ (`histo`), igbe akwụkwọ (`boxplot`), kde fots (`kdeplot`)  
- Atụmatụ: violin, violin, warara  
- Nyocha Nchịkọta: Heatmaps π35_, Worff foots (`scatter`)  
- Nlele dị elu: Ntinye / nkwonkwo ụkwụ, usoro nyocha  
- Tebụl data: tebụl tebụl kpụrụ akpụ (`table`)  

### 📈 Nnyocha Statistical
- ** Central Sendy ** : pụtara (`get_media`), median (`get_median`), ọnọdụ π30_  
- ** Mgbasa ** : GAG (`get_rank`), ngbanwe (`get_var`), ọkọlọtọ (`get_desv`)  
- ** Nnyocha ** : Mgbasa Ozi (`disp`), IQR GLỌRỌ, Nhazi, Mgbanwe Ọsọ  
- ** Nchọpụta ihe ngosi ** : IQR na Z-Scorezọ  

### 🗂️ Njikwa faili
- Smart chọpụtara na π25_ π24_  
- Nkwado Nkwado NIILE π23_  
- SQL nchekwa data nchekwa data na Π_22_ klaasị  
- ntughari π21_  

### 🛠️ Ngwa mmepe
- Ntinye usoro π20_  
- Nlele Syntax (`check_syntax`, `PythonFileChecker`)  
- Ezigbo njehie njehie (multi-language)  
- Enyemaka enyemaka usoro (`help`)  

### 🌍 mba ụwa
- 100+ ntụgharị na ntụgharị  
- Ntughari ahia  
- Ruby Time okwu na-agbanwe (`set_language()15_15_14_0_13_


### Station Statistics
Π_12_

###
```python
import helper as hp

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

### Njikwa faili
```python
from helper import call

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

Nsụgharị ### Nsụgharị
Π_9_

### Syntax
```python
from helper import run

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

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## 📂 oru ngo

Π_7_

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## 📜 📜6_

Enwere ikikere ọrụ a n'okpuru ** Π_5_4 _ ** .  
Lee faịlụ π3_ maka nkọwa.

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## 🔮 okporo ụzọ

- ụdị nlele ndị ọzọ

- Mgbatị data nchekwa data (NoSQL, graph databases)

- Intenti mmụta

- Ntinye Web

- Plugin Sistem

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Dikere iji kwado gị Python na-arụ ọrụ na ** pyhelper ** ? Bido ịchọpụta taa!