# Ithala leencwadi elincedisayo

[![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/)

# # 🌍 Iilwimi ezikhoyo

UPyolper ubonelela ngenguqulelo eyakhelweyo-kwi-Intanethi ukuya kuthi ga kwi-131 yeelwimi *** kubandakanya:

[![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) [![tr](https://img.shields.io/badge/lang-tr-orange.svg)](readme/README.tr.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)  
[![ta](https://img.shields.io/badge/lang-ta-purple.svg)](readme/README.ta.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) [![hy](https://img.shields.io/badge/lang-hy-red.svg)](readme/README.hy.md) π_152 [![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)148 _141_ [![ky](https://img.shields.io/badge/lang-ky-red.svg)](readme/README.ky.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) [![dv](https://img.shields.io/badge/lang-dv-orange.svg)](readme/README.dv.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) [![tl](https://img.shields.io/badge/lang-tl-purple.svg)](readme/README.tl.md)  
[![fi](https://img.shields.io/badge/lang-fi-blue.svg)](readme/README.fi.md) π_129 [![gn](https://img.shields.io/badge/lang-gn-purple.svg)](readme/README.gn.md) π_125 π_122 [![haw](https://img.shields.io/badge/lang-haw-red.svg)](readme/README.haw.md)  
[![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")
``` π_11 _11 _11 _11 _11 ```python
import helper as hp

df = hp.pd.DataFrame({"values": [5, 3, 7, 2, 9]})
hp.histo(df, "values", bins=5, title="Sample Histogram")
```  
[![kk](https://img.shields.io/badge/lang-kk-orange.svg)](readme/README.kk.md)i_08_ [![gom](https://img.shields.io/badge/lang-gom-red.svg)](readme/README.gom.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) π_98 [![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) [![mg](https://img.shields.io/badge/lang-mg-red.svg)](readme/README.mg.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) [![mi](https://img.shields.io/badge/lang-mi-blue.svg)](readme/README.mi.md) π_83 π_82 π_81 [![or](https://img.shields.io/badge/lang-or-purple.svg)](readme/README.or.md)80_80_80_80_  
[![om](https://img.shields.io/badge/lang-om-orange.svg)](readme/README.om.md) π_78 [![fa](https://img.shields.io/badge/lang-fa-blue.svg)](readme/README.fa.md) [![ro](https://img.shields.io/badge/lang-ro-purple.svg)](readme/README.ro.md) π_72 π_72 [![ta](https://img.shields.io/badge/lang-ta-purple.svg)](readme/README.ta.md)  
[![sd](https://img.shields.io/badge/lang-sd-green.svg)](readme/README.sd.md) [![si](https://img.shields.io/badge/lang-si-blue.svg)](readme/README.si.md) [![sl](https://img.shields.io/badge/lang-sl-purple.svg)](readme/README.sl.md) [![ta](https://img.shields.io/badge/lang-ta-purple.svg)](readme/README.ta.md) [![te](https://img.shields.io/badge/lang-te-green.svg)](readme/README.te.md)  
[![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) [![tk](https://img.shields.io/badge/lang-tk-orange.svg)](readme/README.tk.md) Python [![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) π_44 _43_

---


# # 🚀 Ukufakwa

Faka kwiPypi:

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

---

# # 📖 Ubume

** pyhelper ** yi-connking _41% yenzelwe ukwenza lula i-SHICH, ukubonwa kwedatha, imisebenzi yeenkcukacha-manani, kunye nokuxhonywa komsebenzi **.  
Idibanisa ngokungagungqiyo ukuba ibe yimfundo, uphando, kunye neeprojekthi zobungcali, ukuvumela ukuba ugxile kwizifundo endaweni yekhowudi ye-boilerplate.

Izibonelelo eziphambili:
-Uzakhiwe-ngaphakathi
-Umsebenzi ongena lula
- 🗂 Faka ifayile ** Ukuphatha ifayile kunye nokukhangela ** 
-I-** Syntax Engqinisekiso ** ye-Pythoniifayile
-I-🌍 ** inkxaso yolwimi oluninzi ** kunye nokuguqulwa kwenguqulelo yokusetyenziswa
-I-Intanethi ilungiselelwe ** i-protory eqinileyo ** kwaye **

---

# # ✨ Iimpawu eziphambili

### 📊 Ukuboniswa kwedatha
-Iiparts utshatile: the tye kwaye nkqo (`hbar`, `vbar`)  
-Imida yokuhambisa: I-protograms (`histo`), ibhokisi yebhokisi (`boxplot`), KDE Plots (`kdeplot`)  
-Iiplots zokuthelekisa: I-violin, i-swarm, imitya  
-Uhlalutyo loLungelelwaniso: Ubushushu (`heatmap`), i-plots certer (`scatter`)  
-Imiboniso ephezulu  
-Iitafile zedatha: Itheyibhile efomathiweyo ibonisa (`table`)  

### 📈 uhlalutyo lweenkcukacha-manani
- ** utyekelo oluphambili ** : kuthetha (`get_media`), iMedia (`get_median`), iMode (`get_moda`)  
- ** Ukusasaza ** : Uluhlu (`get_rank`), π_, ukuphambuka komgangatho (`get_desv`)  
- ** Uhlalutyo ** : Iingxelo zokusasaza (`disp`), ukubala i-IQR, i-PAPRE, Inguqu yeMeko  
- ** Ukuchongwa kwabamelwane ** : IQR kunye neeNdlela ze-Z-Score  

# # # 🗂️ Ulawulo lwefayile
-Akufumene i-`call()` (auto-detect CSV, JSON, XML, etc.)  
Inkxaso yefomathi emininzi (CSV, JSON, XML, PDF, spatial data)  
Ulawulo lwedatha yeSQL nge-`DataBase` iklasi  
-Izixhobo zokuguqula (`convert_file`)  

### Izixhobo zoPhuculo
-Inkqubo yokutshintsha (`Switch`, `AsyncSwitch`)  
-Ukujonga i-syntax (`check_syntax`, `PythonFileChecker`)  
-Impazamo yesiphoso esiyintloko (multi-language)  
-Inkqubo yokuncedisa yoncedo edityanisiweyo (`help`)  

###
- 100+ eyakhelwe-kwinguqulelo  
- Layisha inguqulelo yesiko  
-Ulwimi olutshintsha ulwimi (`set_language() π_ ```python
from helper import call

data = call(name="my_data", type="csv")  # Finds and loads a CSV file automatically
```14_ ``


### izibalo ezisisiseko
```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
```

### Umbono
```python
import helper as hp

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

### Ukuphatha kwefayile
```python
from helper import call

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

### isiko
```python
from helper import load_user_translations

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

### Ukuqinisekiswa kweSyntax
```python
from helper import run

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

---

# # 📂 Ubume beprojekthi

```
helper/
├── core.py
├── __init__.py
├── lang/
│   ├── en.json
│   ├── es.json
│   └── ... (100+ files)
└── submodules/
    ├── graph.py
    ├── statics.py
    ├── utils.py
    ├── caller.py
    ├── checker.py
    ├── manager.py
    ├── pyswitch.py
    ├── shared.py
    └── DBManager.py
```

---

# # 📜 License

Le projekthi inelayisensi phantsi kwe ** MIT π_4 _ ** .  
Bona ifayile ye-[LICENSE](LICENSE) ukufumana iinkcukacha.

---

# # 🔮 Indlela yendlela

-Iindidi zokujonga izinto ezongezelelweyo

-Inkxaso yedatha eyandisiweyo (NoSQL, graph databases)

-Umfundi wokufunda umatshini

- isinxibelelanisi sewebhu

- Inkqubo ye-plugin

---

Ilungile i-SuperChellge yakho π_1 Qala ukhangela namhlanje!