Reusable analytics module for the DODS toolkit
Project description
dods-analyze
Reusable analytics module for the DODS toolkit.
Install
pip install dods-analyze
Quick start
from dods.analyze import DataAnalyzer
import pandas as pd
df = pd.read_csv("data.csv")
dfa = DataAnalyzer(df)
dfa.summary()
# Deep analysis (optional)
dfa.analyze_distributions()
dfa.analyze_missing()
dfa.analyze_outliers()
dfa.analyze_relations()
API overview
from dods.analyze import DataAnalyzer
# Class-level overview
DataAnalyzer.help()
# Instance-level (also works, equivalent)
dfa.help()
Links
- Homepage: https://github.com/mahaeu/dods-analyze
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
dods_analyze-0.1.0.tar.gz
(53.6 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file dods_analyze-0.1.0.tar.gz.
File metadata
- Download URL: dods_analyze-0.1.0.tar.gz
- Upload date:
- Size: 53.6 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.11.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
0bb40cd3b41f74728993f166a93d9e23156eeac7c62d0f28826bb88d67710305
|
|
| MD5 |
43a385e28160febadfcb1ba563b5d799
|
|
| BLAKE2b-256 |
bda30f633924b475b4e4bb93cb37379b5a82e7f7e1793e9332e0fe4e45a18be4
|
File details
Details for the file dods_analyze-0.1.0-py3-none-any.whl.
File metadata
- Download URL: dods_analyze-0.1.0-py3-none-any.whl
- Upload date:
- Size: 80.1 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.11.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
743a4564d45ec14a775ed4557099c486024d6d0ecbc38ed43e0c4d5cebdbbe92
|
|
| MD5 |
1610891182de4182972d0b780eac63ea
|
|
| BLAKE2b-256 |
53fb8340b7c00b6e4902352a4d2e56268ec60f04fc71cdfb779a86282683d549
|
