# Helper Library

[! [Lizentzia: mit] (https://img.shields.io/badge/license-mit-yellow.svg)] (lizentzia)  
[! [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/)  

## 🌍 Hizkuntza erabilgarriak

[! [en] (https://img.shields.io/badge/lang-en-red.svg)] (readme.md)  
[! [ES] (https://img.shields.io/badge/lang-es-yellow.svg)] (readme.es.md)  
[! [fr] (https://img.shields.io/badge/lang-fr-blue.svg)] (readme.fr.md)  
[! [de] (https://img.shields.io/badge/lang-de-green.svg)] (readme.de.md)  
[! [ru] (https://img.shields.io/badge/lang-ru-purple.svg)] (readme.ru.md)  
[! [tr] (https://img.shields.io/badge/lang-tr-orange.svg)] (readme.tr.md)  
[! [ZH] (https://img.shields.io/badge/lang-zh-Black.svg)] (readme.zh.md)  
[! [it] (https://img.shields.io/badge/lang-it-lightGrey.svg)] (readme.it.md)  
[! [pt] (https://img.shields.io/badge/lang-pt-brightgreen.svg)] (readme.pt.md)  
[! [SV] (https://img.shields.io/badge/lang-sv -.svg)] (readme.sv.md)  
[! [ja] (https://img.shields.io/badge/lang-ja-red.svg)] (readme.ja.md)  
[! [AR] (https://img.shields.io/badge/lang-ar-brown.svg)] (readme.ar.md)  
[! [af] (https://img.shields.io/badge/lang-af-Anange.svg)] (readme.af.md)  
[! [SQ] (https://img.shields.io/badge/lang-sq-blue.svg)] (readme.sq.md)  
[! [AM] (https://img.shields.io/badge/lang-am-green.svg)] (readme.am.md)  
[! [hy] (https://img.shields.io/badge/lang-hy-red.svg)] (readme.hy.md)  
[! [AS] (https://img.shields.io/badge/lang-as-purple.svg)] (readme.as.md)  
[! [AY] (https://img.shields.io/badge/lang-ay-brown.svg)] (readme.ay.md)  
[! [AZ] (https://img.shields.io/badge/lang-AZ-LHLBLBELUE.SVG)] (readme.az.md)  
[! [BM] (https://img.shields.io/badge/lang-bm-Darkgreen.svg)] (readme.bm.md)  
[! [EB] (https://img.shields.io/badge/lang-eu-pink.svg)] (readme.eu.md)  
[! [Be] (https://img.shields.io/badge/lang -be-darkblue.svg]] (readme.be.md)  
[! [BN] (https://img.shields.io/badge/lang-bn-teal.svg)] (readme.bn.md)  
[! [BHO] (https://img.shields.io/badge/lang-bho-orange.svg)] (readme.bho.md)  
[! [BS] (https://img.shields.io/badge/lang-aBurple.svg)] (readme.bm.md)  
[! [BG] (https://img.shields.io/badge/lang-bg-green.svg)] (readme.bg.md)  
[! [CA] (https://img.shields.io/badge/lang-ca-yellow.svg)] (readme.ca.md)  
[! [Ceb] (https://img.shields.io/badge/lang-ceb-blue.svg)] (readme.ceb.md)  
[! [NY] (https://img.shields.io/badge/lang-ny-d.svg)] (readme.ny.md)  
[! [co] (https://img.shields.io/badge/lang-co-green.svg)] (readme.co.md)  
[! [hr] (https://img.shields.io/badge/lang-hr -blue.svg)] (readme.hr.md)  
[! [CS] (https://img.shields.io/badge/lang-cs-red.svg)] (readme.cs.md)  
[! [da] (https://img.shields.io/badge/lang-da-purple.svg)] (readme.da.md)  
[! [DV] (https://img.shields.io/badge/lang-dv-orange.svg)] (readme.dv.md)  
[! [DOI] (https://img.shields.io/badge/lang-do-brown.svg)] (readme.doi.md)  
[! [nl] (https://img.shields.io/badge/lang-nl-orange.svg)] (readme.nl.md)  
[! [EO] (https://img.shields.io/badge/lang-eo-green.svg)] (readme.eo.md)  
[! [et] (https://img.shields.io/badge/lang-et-blue.svg)] (readme.et.md)  
[! [EE] (https://img.shields.io/badge/lang-e-red.svg)] (readme.ee.md)  
[! [TL] (https://img.shields.io/badge/lang-tl-purple.svg)] (readme.tl.md)  
[! [fi] (https://img.shields.io/badge/lang-fi-bie.svg)] (readme.fi.md)  
[! [FY] (https://img.shields.io/badge/lang-fy-orange.svg)] (readme.fy.md)  
[! [gl] (https://img.shields.io/badge/lang-gl-green.svg)] (readme.gl.md)  
[! [Ka] (https://img.shields.io/badge/lang-ka-d.svg)] (readme.ka.md)  
[! [El] (https://img.shields.io/badge/lang-el-blue.svg)] (readme.el.md)  
[! [Gn] (https://img.shields.io/badge/lang-ngn-purple.svg)] (readme.gn.md)  
[! [gu] (https://img.shields.io/badge/lang-gu-orange.svg)] (readme.gu.md)  
[! [ht] (https://img.shields.io/badge/lang-ht-green.svg)] (readme.ht.md)  
[! [Ha] (https://img.shields.io/badge/lang-ha-blue.svg)] (readme.ha.md)  
[! [haw] (https://img.shields.io/badge/lang-haw-red.svg)] (readme.haw.md)  
[! [IW] (https://img.shields.io/badge/lang-iw-purple.svg)] (readme.iw.md)  
[! [hi] (https://img.shields.io/badge/lang-hi-orange.svg)] (readme.hi.md)  
[! [hmn] (https://img.shields.io/badge/lang-hmn-green.svg)] (readme.hmn.md)  
[! [HU] (https://img.shields.io/badge/lang-hu -blue.svg)] (readme.hu.md)  
[! [da] (https://img.shields.io/badge/lang-is-red.svg)] (readme.is.md)  
[! [IG] (https://img.shields.io/badge/lang-g-purple.svg)] (readme.ig.md)  
[! [ilo] (https://img.shields.io/badge/lang-ilo-orrange.svg)] (readme.ilo.md)  
[! [ID] (https://img.shields.io/badge/lang-id-green.svg)] (readme.id.md)  
[! [Ga] (https://img.shields.io/badge/lang-ga-blue.svg)] (readme.ga.md)  
[! [JW] (https://img.shields.io/badge/lang-jw-red.svg)] (readme.jw.md)  
[! [KN] (https://img.shields.io/badge/lang-kn-knple.svg)] (readme.kn.md)  
[! [kk] (https://img.shields.io/badge/lang-kk-porange.svg)] (readme.kk.md)

[! [km] (https://img.shields.io/badge/lang-km-green.svg)] (readme.km.md)  
[! [RW] (https://img.shields.io/badge/lang-rw-blue.svg)] (readme.rw.md)  
[! [GOM] (https://img.shields.io/badge/lang-gom-red.svg)] (readme.gom.md)  
[! [ko] (https://img.shields.io/badge/lang-ko-purple.svg)] (readme.ko.md)  
[! [Kri] (https://img.shields.io/badge/lang-kri-orange.svg)] (readme.kri.md)  
[! [Ku] (https://img.shields.io/badge/lang-ku-green.svg)] (readme.ku.md)  
[! [CKB] (https://img.shields.io/badge/lang-ckb -blue.svg)] (readme.ckb.md)  
[! [ky] (https://img.shields.io/badge/lang-ky-red.svg)] (readme.ky.md)  
[! [lo] (https://img.shields.io/badge/lang-lo-purple.svg)] (readme.lo.md)  
[! [La] (https://img.shields.io/badge/lang-vela-orange.svg)] (readme.la.md)  
[! [LV] (https://img.shields.io/badge/lang-lv-green.svg)] (readme.lv.md)  
[! [ln] (https://img.shields.io/badge/lang-lnblue.svg)] (readme.ln.md)  
[! [lt] (https://img.shields.io/badge/lang-lt-d.svg)] (readme.lt.md)  
[! [lg] (https://img.shields.io/badge/lang-lg-purple.svg)] (readme.lg.md)  
[! [lb] (https://img.shields.io/badge/lang-lb-orange.svg)] (readme.lb.md)  
[! [Mk] (https://img.shields.io/badge/lang-mk-green.svg)] (readme.mk.md)  
[! [mai] (https://img.shields.io/badge/lang-mai-blue.svg)] (readme.mai.md)  
[! [mg] (https://img.shields.io/badge/lang-mg-d.svg)] (readme.mg.md)  
[! [ms] (https://img.shields.io/badge/lang-ms-purple.svg)] (readme.ms.md)  
[! [ml] (https://img.shields.io/badge/lang-ml-orange.svg)] (readme.ml.md)  
[! [mt] (https://img.shields.io/badge/lang-mt-green.svg)] (readme.mt.md)  
[! [mi] (https://img.shields.io/badge/lang-mi-blue.svg)] (readme.mi.md)  
[! [MR] (https://img.shields.io/badge/lang-mr-red.svg)] (readme.mr.md)  
[! [lus] (https://img.shields.io/badge/lang-rus-purple.svg)] (readme.lus.md)  
[! [mn] (https://img.shields.io/badge/lang-mn-orange.svg)] (readme.mn.md)  
[! [Nire] (https://img.shields.io/badge/lang-my-green.svg)] (readme.my.md)  
[! [NE] (https://img.shields.io/badge/lang-ne-blue.svg)] (readme.ne.md)  
[! [Ez] (https://img.shields.io/badge/lang-no-red.svg)] (readme.no.md)  
[! [edo] (https://img.shields.io/badge/lang-or-purple.svg)] (readme.or.md)  
[! [OM] (https://img.shields.io/badge/lang-om-orange.svg)] (readme.om.md)  
[! [PS] (https://img.shields.io/badge/lang-ps-green.svg)] (readme.ps.md)  
[! [fa] (https://img.shields.io/badge/lang-fa-blue.svg)] (readme.fa.md)  
[! [qu] (https://img.shields.io/badge/lang-qu-red.svg)] (readme.qu.md)  
[! [ro] (https://img.shields.io/badge/lang-ro-purple.svg)] (readme.ro.md)  
[! [sm] (https://img.shields.io/badge/lang-sm-orange.svg)] (readme.sm.md)  
[! [sa] (https://img.shields.io/badge/lang-sa-green.svg)] (readme.sa.md)  
[! [gd] (https://img.shields.io/badge/lang-gd -blue.svg)] (readme.gd.md)  
[! [NSO] (https://img.shields.io/badge/lang-nso-red.svg)] (readme.nso.md)  
[! [St] (https://img.shields.io/badge/lang-st-purple.svg)] (readme.st.md)  
[! [SN] (https://img.shields.io/badge/lang-sn-orange.svg)] (readme.sn.md)  
[! [SD] (https://img.shields.io/badge/lang-sd-green.svg)] (readme.sd.md)  
[! [si] (https://img.shields.io/badge/lang-si-blue.svg)] (readme.si.md)  
[! [sk] (https://img.shields.io/badge/lang-sk-red.svg)] (readme.sk.md)  
[! [sl] (https://img.shields.io/badge/lang-sl-purple.svg)] (readme.sl.md)  
[! [SO] (https://img.shields.io/badge/lang-SO-Orange.svg)] (readme.so.md)  
[! [su] (https://img.shields.io/badge/lang-su-green.svg)] (readme.su.md)  
[! [SW] (https://img.shields.io/badge/lang-sw-bie.svg)] (readme.sw.md)  
[! [TG] (https://img.shields.io/badge/lang-tg-red.svg)] (readme.tg.md)  
[! [TA] (https://img.shields.io/badge/lang-ta-purple.svg)] (readme.ta.md)  
[! [tt] (https://img.shields.io/badge/lang-tt-orange.svg)] (readme.tt.md)  
[! [te] (https://img.shields.io/badge/lang-te-green.svg)] (readme.te.md)  
[! [TH] (https://img.shields.io/badge/lang-th -blue.svg)] (readme.th.md)  
[! [TI] (https://img.shields.io/badge/lang-ti-red.svg)] (readme.ti.md)  
[! [TS] (https://img.shields.io/badge/lang-ts-purple.svg)] (readme.ts.md)  
[! [TK] (https://img.shields.io/badge/lang-tk-orange.svg)] (readme.tk.md)  
[! [AK] (https://img.shields.io/badge/lang-ak-green.svg)] (readme.ak.md)  
[! [Erresuma Batua] (https://img.shields.io/badge/lang-uk -blue.svg)] (readme.uk.md)  
[! [ur] (https://img.shields.io/badge/lang-ur-red.svg)] (readme.ur.md)  
[! [UG] (https://img.shields.io/badge/lang-ug-purple.svg)] (readme.ug.md)  
[! [Uz] (https://img.shields.io/badge/lang-uz-] (readme.Uz.md)  
[! [vi] (https://img.shields.io/badge/lang-vi-green.svg)] (readme.vi.md)  
[! [cy] (https://img.shields.io/badge/lang-cy-blue.svg)] (readme.cy.md)

[! [XH] (https://img.shields.io/badge/lang-xh-d.svg)] (readme.xh.md)  
[! [yi] (https://img.shields.io/badge/lang-yi-purple.svg)] (readme.yi.md)  
[! [yo] (https://img.shields.io/badge/lang-yo-orange.svg)] (readme.yo.md)  
[! [ZU] (https://img.shields.io/badge/lang-zu-green.svg)] (readme.zu.md)

---

## 📖 Orokorra

** Pyhelper ** Python Toolkit polifazetikoa da ** datuen analisia, bistaratzea, estatistika eragiketak eta erabilgarritasun lan-fluxuak sinplifikatzeko diseinatua. **.  
Proiektu akademiko, ikerketetan eta profesionaletan integratzen da, irakaskuntzan oinarritu beharrean, galdaraginkoren kodea baino.

Abantaila nagusiak:
- 🧮 Integratutako ** estatistikak eta matematika utilitateak **
- 📊 Erabilera erraza ** Datuak bistaratzeko bilgarriak **
- 🗂 Handy ** Fitxategiaren manipulazioa eta bilaketa **
- 🔍 ** Sintaxia Balidazioa ** Python fitxategietarako
- 🌍 ** Hizkuntza anitzeko laguntza ** Erabilitako itzulpenekin
- 🚀 optimizatutako prototipatze azkarra ** eta ** hezkuntza helburuetarako **

---

## ✨ Ezaugarriak

### 📊 Datuen bistaratzea
- Taberna horizontalak eta bertikalak (`hbar`,` vbar`)
- Tarta-diagramak (`tarta ')
- Kutxa-lursailak (`boxplot`)
- Histogramak (Histo`)
- Heatmaps (`Heatmap`)
- Datu taulak (`taula)
- Bistaratze aurreratuak (sakabanatu, biolina, KDE, Pairplot, etab.)

### 📈 analisi estatistikoa
- Joera zentralaren neurriak:  
  `get_media`,` get_median`, `get_moda`
- Dispertsio neurriak:  
  `Get_rank`, 'Get_var`,' Get_desv`,` Garatu`
- Datuen normalizazioa (normalizatu ')
- Kanpoko detekzioa (IQR eta Z puntuazio metodoak)
- Baldintzapeko datuen eraldaketak ('baldintzapekoak')

### 🛠 utilitateak
- Fitxategiaren aurkikuntza eta kargatzea (`deia ')
- Hobetua ** Switch / Asyncswitch ** Sistema
- Sintaxi egiaztapena eta analisia (`pythonfilechecker`,` check_syntax ')
- Errorea testuinguruarekin jakinaraztea
- Laguntza sistema integratua (`Laguntza`, aurrebista, dokumentuak)

### 🌍 Hizkuntza anitzeko laguntza
- ** 12 hizkuntzarako egindako itzulpen integratuak **
- `load_user_translations ()` rekin luzagarria
- Aukera dinamikoa `set_language (lang_code)`
- lehenetsitako erorketa ingelesez

---

## 🚀 instalazioa

Instalatu PPY-tik:

`` `bash
PIP instalatu Pyhelper-Tools-JBHM
`` `

---

## 🔧 Erabilera adibideak

### hizkuntza multzoa
`` `Python
Helper inportatu set_language

set_language ("en") # ingelesa
set_language ("es") # gaztelania
set_language ("fr") # frantsesa
set_language ("de") # alemana
set_language ("ru") # errusiera
set_language ("tr") # turkiera
set_language ("zh") # txinatarra
set_language ("it") # italiera
set_language ("pt") # portugesa
set_language ("sv") # suediera
set_language ("ja") # japoniarra
set_language ("ar") # arabiera
# ... 100+ hizkuntzatarako laguntza
`` `

### Oinarrizko estatistikak
`` `Python
Inportatu laguntzailea HP gisa

Data = [1, 2, 2, 3, 4, 5]

Inprimatu (hp.get_media (datuak)) # esan nahi du
Inprimatu (hp.get_median (datuak)) # mediana
Inprimatu (hp.get_moda (datuak)) # modua
`` `

### Bistaratzea
`` `Python
Inportatu laguntzailea HP gisa
helper.Submodules-etik Grapa GR grafikoa

df = hp.pd.dataframe ({"balioak": [5, 3, 7, 2, 9]}
gr.histo (df, "balioak", paperontziak = 5, title = "lagin histograma")
`` `

### Fitxategien manipulazioa
`` `Python
Laguntzaileen inportazio deia

Data = Deia ("my_data", mota = "CSV") # CSV fitxategia automatikoki aurkitzen da
`` `

### Itzulpen pertsonalizatuak
`` `Python
Laguntzaileen inportazioaren kargak_user_translations

# Kargatu itzulpen pertsonalizatua Lang.json-etik
load_user_translations ("Custom / Lang.json")
`` `

---

## 📂 Proiektuaren egitura

`` `
laguntzaile /
 ├── core.py # funtzio nagusiak
 ├── lang / # Itzulpen fitxategiak (JSON)
 ├── submeduluak /
 │ ├── graf.py # bistaratzeko funtzioak
 │ ├── Statics.py # estatistika funtzioak
 │ ├── qu utils.py # utilitate laguntzaileak
 └── __init__.py
`` `

---

## 🤝 Laguntzen

Ekarpenak ongi etorriak dira!  
Mesedez, ireki gaiak, hobekuntzak proposatu edo bidali eskaerak [GitHub biltegian] (https://github.com/jbhmdev/pyhelper-tools).

---

## 📜 lizentzia

Proiektu hau ** mit lizentziapean ** lizentziatua da.  
Ikusi [lizentzia] (lizentzia) fitxategia xehetasunetarako.

---

⚡ Python lan-fluxuak kargatzeko prest ** pyhelper **-rekin? Hasi gaur esploratzen!