# Koho ponoʻo Puna

Π_172_ π_17171_

# # Loaʻa i nā'ōlelo'ōlelo

Hāʻawiʻo Pyhelper i nā unuhi i kūkuluʻia i nā unuhi no ** 131 mau'ōlelo ** 131.

Π070_ π169_ π46168_ [![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) π46164_ License16_16_41_  
[![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)  [![af](https://img.shields.io/badge/lang-af-orange.svg)](readme/README.af.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)  [![hy](https://img.shields.io/badge/lang-hy-red.svg)](readme/README.hy.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) π1414_ [![ca](https://img.shields.io/badge/lang-ca-yellow.svg)](readme/README.ca.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)  [![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)  
[![fi](https://img.shields.io/badge/lang-fi-blue.svg)](readme/README.fi.md) Π_129_ [![gl](https://img.shields.io/badge/lang-gl-green.svg)](readme/README.gl.md) [![haw](https://img.shields.io/badge/lang-haw-red.svg)](readme/README.haw.md) [![haw](https://img.shields.io/badge/lang-haw-red.svg)](readme/README.haw.md)17_  
[![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) [![ilo](https://img.shields.io/badge/lang-ilo-orange.svg)](readme/README.ilo.md) [![ilo](https://img.shields.io/badge/lang-ilo-orange.svg)](readme/README.ilo.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md)  
Π_110_ Π_1099_ [![rw](https://img.shields.io/badge/lang-rw-blue.svg)](readme/README.rw.md) [![ko](https://img.shields.io/badge/lang-ko-purple.svg)](readme/README.ko.md) [![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)  
[![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) π98_ π96_99_ [![la](https://img.shields.io/badge/lang-la-orange.svg)](readme/README.la.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)  [![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)  [![mn](https://img.shields.io/badge/lang-mn-orange.svg)](readme/README.mn.md)  [![my](https://img.shields.io/badge/lang-my-green.svg)](readme/README.my.md)  [![ne](https://img.shields.io/badge/lang-ne-blue.svg)](readme/README.ne.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)  
[![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)  
[![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) π666_ [![sl](https://img.shields.io/badge/lang-sl-purple.svg)](readme/README.sl.md) π46_6_63_ [![ta](https://img.shields.io/badge/lang-ta-purple.svg)](readme/README.ta.md)-639_ [![ta](https://img.shields.io/badge/lang-ta-purple.svg)](readme/README.ta.md)-6_63_-6_639_ [![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)  [![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)  
Π_46_ Π_45_ [![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)

---


# # Kākau

E hoʻouka mai PYPI:

Π_42_

---

# # 📖 uʻi

** PyhelPer ** is is the creditile Python i hoʻolālāʻia e hoʻomaʻamaʻaʻia i nā hana hana, a me nā hana kiko'ī.  
Hoʻohuiʻia ia ma ka uka i loko o ke kula hana, noiʻi, a me nāʻoihanaʻoihanaʻoihana, aeʻaeʻoe iāʻoe e noʻonoʻo i ke code buitper

Nā Manaʻo Nui:
- 🧮 i kūkuluʻia-in ** helu helu helu a me nā pono kūpono.
- 📊 maʻalahi-hoʻohana-hoʻohana ** i nā meaʻikeʻike
- 🗂 Handy ** faile mālama a me kaʻimi ** 
- 🔍 ** Syntax hōʻoia ** no nā faila Python
- 🌍 ** He kākoʻo kākoʻo 'a me nā unuhi koho-hoʻohana-hoʻohana-hoʻohana
- 🚀 kohoʻia no ** FAPT PETOTYPTING ** a ** Ke kula ** 

---

# # ✨ i nā hiʻohiʻona kiʻekiʻe

### 📊ʻikeʻikeʻike
- nā pahu Bar  
-ʻO ka hoʻolahaʻana i nā plots:ʻo kāna mau kānana (`histo`), Box Plots Π_37_, KDA PLOTS Π_36_  
- nā helu hoʻohālikelike: violin, sharm, scar plots  
- Ke nānā aku nei  
- nāʻikepili holomua  
- Nā Papa Pūnaewele: Nā Hōʻike Hōʻike Pūnaewele (`table`)  

### 📈 helu helu helu
- ** OLELO MACTENCY ** :ʻO ka manaʻo (`get_media`), Medin (`get_median`), mode (`get_moda`)30_  
- ** uspersion ** : Rear (`get_rank`), voutant (`get_var`), hoʻokaʻawale maʻamau (`get_desv`)  
- ** Nānā ** : Nā Hōʻike Hōʻike Hōʻike i nā helu (`disp`), nā helu helu iQR, ka maʻamau  
- **ʻO kaʻike waho ** : IQR a me Z-Score  

### mea hoʻokele kālā
- Loaʻa kaʻike akamai me `call()` (auto-detect CSV, JSON, XML, etc.)  
- Kākoʻo helu helu-format (CSV, JSON, XML, PDF, spatial data)  
-ʻO ka hoʻokele pūnaewele SQL Database me `DataBase` papa  
- nā mea hoʻohana i nā mea hoʻohana (`convert_file`)  

### 🛠️ hoʻokumu i nā hana hana
-'ōnaehana hoʻololi (`Switch`, `AsyncSwitch`)  
-ʻO Syntax nānā π_1919  
- Ua hala ka hewa i ka hōʻikeʻana (multi-language)  
- Hoʻohui i ka'ōnaehana kōkua i (`help`)  

### 🌍 Hoʻohui
- 100+ kūkuluʻia-i nā unuhi  
- hoʻouka i nā unuhi'ōlelo  
- Runtime Creew smile me (`set_language() `)  
- 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** 
``B_14_


### helu helu kumu
```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
```

### Visuation
```python
import helper as hp

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

### Faile FULE
```python
from helper import call

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

### Nā unuhi maʻamau
```python
from helper import load_user_translations

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

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

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

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# # 📂 kumuhana hoʻolālā

Π_7_

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## 📜 Π_6_

Pau ka papahana ma lalo o ka ** MIT π_4 _ ** .  
Eʻike i ka faila [LICENSE](LICENSE) no nā kiko'ī.

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# #Kau hinu

- nāʻano kiko'ī hou

- Kākoʻo i ka waihona waihona pūnaewele ma kahi (NoSQL, graph databases)

- Hoʻohui mīkini mīkini

- ka pūnaewele pūnaewele pūnaewele

- Pūnaehana Phitriin

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⚡ Mākaukau i ka SuperCharge i kāu Python mau mea hana me ** Pyhelper ** ? E hoʻomaka eʻimi i kēia lā!