# Helperbibliotheek

[! [Licentie: MIT] (https://img.shields.io/badge/license-mit-yellow.svg)] (licentie)  
[! [PYPI] (https://img.shields.io/pypi/v/pyhelper-tools-jbhm?style=for-the-badge&label=pypi&color=blue)] (https://pypi.org/project/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelper/pyhelsper  

## 🌍 Beschikbare talen

[! [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-blaue.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-blaue.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-orange.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-lightblue.svg)] (readme.az.md)  
[! [BM] (https://img.shields.io/badge/lang-bm-darkgreen.svg)] (readme.bm.md)  
[! [EU] (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-bs-purple.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-red.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-doi-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-ee-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-blue.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-red.svg)] (readme.ka.md)  
[! [EL] (https://img.shields.io/badge/lang-el-blue.svg)] (readme.el.md)  
[! [gn] (https://img.shields.io/badge/lang-gn-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-blaue.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)  
[! [Hallo] (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-blaue.svg)] (readme.hu.md)  
[! [Is] (https://img.shields.io/badge/lang-is-red.svg)] (readme.is.md)  
[! [ig] (https://img.shields.io/badge/lang-ig-purple.svg)] (readme.ig.md)  
[! [ilo] (https://img.shields.io/badge/lang-ilo-orange.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-purple.svg)] (README.KN.MD)  
[! [kk] (https://img.shields.io/badge/lang-kk-orange.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-la-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-ln-blaue.svg)] (readme.ln.md)  
[! [LT] (https://img.shields.io/badge/lang-lt-red.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-red.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-lus-purple.svg)] (readme.lus.md)  
[! [MN] (https://img.shields.io/badge/lang-mn-orange.svg)] (readme.mn.md)  
[! [my] (https://img.shields.io/badge/lang-my-green.svg)] (readme.my.md)  
[! [ne] (https://img.shields.io/badge/lang-ne-blaue.svg)] (readme.ne.md)  
[! [Nee] (https://img.shields.io/badge/lang-no-red.svg)] (readme.no.md)  
[! [of] (https://img.shields.io/badge/lang-orple.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-blaue.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-range.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-blue.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-blaue.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)  
[! [UK] (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-orange.svg)] (readme.uz.md)  
[! [VI] (https://img.shields.io/badge/lang-vi-green.svg)] (readme.vi.md)  
[! [Cy] (https://img.shields.io/badge/lang-cy-blaue.svg)] (readme.cy.md)

[! [XH] (https://img.shields.io/badge/lang-xh-red.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)

---

## 📖 Overzicht

** Pyhelper ** is een veelzijdige Python -toolkit die is ontworpen om te vereenvoudigen ** gegevensanalyse, visualisatie, statistische bewerkingen en utility workflows **.  
Het integreert naadloos in academische, onderzoeks- en professionele projecten, waardoor u zich kunt concentreren op inzichten in plaats van boilerplate -code.

Belangrijkste voordelen:
- 🧮 ingebouwde ** statistieken en wiskundehulpprogramma's **
-📊 Gemakkelijk te gebruiken ** datavisualisatie-wrappers **
- 🗂 Handig ** Bestandsbehandeling en zoeken **
- 🔍 ** Syntaxisvalidatie ** voor Python -bestanden
-🌍 ** Multi-taalondersteuning ** met kant-en-klare vertalingen
- 🚀 geoptimaliseerd voor ** snelle prototyping ** en ** educatieve doeleinden **

---

## ✨ Functies

### 📊 Datavisualisatie
- Horizontale en verticale staafdiagrammen (`hbar`,` vbar`)
- cirkeldiagrammen (`pie`)
- Box -plots (`boxplot`)
- histogrammen (`histo`)
- Heatmaps (`heatmap`)
- gegevenstabellen (`tabel`)
- Geavanceerde visualisaties (spreiding, viool, kde, paarplot, enz.)

### 📈 Statistische analyse
- Maatregelen van centrale neiging:  
  `get_media`,` get_median`, `get_moda`
- Maatregelen van dispersie:  
  `get_rank`,` get_var`, `get_desv`,` disp`
- Gegevensnormalisatie (`normaliseren ')
- uitbijterdetectie (IQR & Z-Score-methoden)
- Voorwaardelijke gegevenstransformaties (`voorwaardelijk ')

### 🛠 hulpprogramma's
- Bestandsontdekking en laden (`call`)
- Verbeterde ** Switch / asyncswitch ** Systeem
- Syntaxiscontrole en analyse (`pythonfileChecker`,` check_syntax`)
- Foutrapportage met context
- Integrated Help System (`help`, previews, docs)

### 🌍 Multi-taalondersteuning
- ingebouwde vertalingen voor ** 12 talen **
- Uitbreidbaar met `load_user_translations ()`
- Dynamische selectie met `set_language (lang_code)`
- Standaard fallback naar het Engels

---

## 🚀 installatie

Installeer van PYPI:

`` `bash
PIP Installeer pyhelper-tools-jbhm
`` `

---

## 🔧 Gebruiksvoorbeelden

### Set taal
`` `Python
van helper import set_language

set_language ("en") # Engels
set_language ("es") # Spaans
set_language ("fr") # Frans
set_language ("de") # Duits
set_language ("ru") # Russisch
set_language ("tr") # Turkish
set_language ("ZH") # Chinees
set_language ("it") # Italiaans
set_language ("pt") # Portugees
set_language ("sv") # Zweeds
set_language ("ja") # Japans
set_language ("ar") # Arabic
# ... ondersteuning voor 100+ talen
`` `

### Basisstatistieken
`` `Python
Importeer helper als HP

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

print (hp.get_media (data)) # gemiddeld
print (hp.get_median (data)) # mediaan
print (hp.get_moda (data)) # modus
`` `

### Visualisatie
`` `Python
Importeer helper als HP
van helper.submodules importeren grafiek als gram

df = hp.pd.dataFrame ({"waarden": [5, 3, 7, 2, 9]})
gr.histo (df, "waarden", bins = 5, title = "voorbeeldhistogram")
`` `

### Bestandafhandeling
`` `Python
Van helper import call

Data = Call ("My_Data", Type = "CSV") # vindt en laadt automatisch een CSV -bestand
`` `

### Aangepaste vertalingen
`` `Python
van helper import load_user_translations

# Laad aangepaste vertalingen van lang.json
load_user_translations ("aangepast/lang.json"))
`` `

---

## 📂 Projectstructuur

`` `
helper/
 ├── core.py # hoofdfuncties
 ├── Lang/ # vertaalbestanden (JSON)
 ├── Submodules/
 │ ├── Graph.py # Visualisatie -functies
 │ ├── statics.py # statistische functies
 │ ├── utils.py # hulpprogramma -helpers
 └── __init__.py
`` `

---

## 🤝 bijdragen

Bijdragen zijn welkom!  
Open problemen, stel verbeteringen voor of stuur pull-aanvragen in de [Github Repository] (https://github.com/jbhmdev/pyhelper-tools).

---

## 📜 licentie

Dit project heeft een vergunning onder de ** MIT -licentie **.  
Zie het bestand [licentie] (licentie) voor meer informatie.

---

⚡ Klaar om uw Python -workflows met ** Pyhelper ** te schakelen? Begin vandaag nog met verkennen!