A high-level library for analyzing Points and Areas of Interest
Project description
LOCI
Overview
LOCI is a Python library providing high-level functions for exploring, mining and visualizing Points and Areas of Interest. It is under ongoing development. It currently supports the following functionalities:
- Create a GeoDataFrame from POI data in a CSV file.
- Display POIs on the map.
- Filter POIs by category or keywords.
- Compute and visualize statistics about POI categories or keywords.
- Generate word clouds from POI categories or keywords.
- Generate heatmaps from POI locations.
- Construct and visualize a grid structure over POI locations.
- Compute and visualize POI clusters using density-based clustering.
- Use LDA to extract and assign topics to clusters.
- Use of frequent itemset mining to discover frequent location sets.
Quick start
Please see the provided notebooks.
Documentation
See here.
License
The contents of this project are licensed under the Apache License 2.0.
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
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 slipo-loci-0.1.4.tar.gz.
File metadata
- Download URL: slipo-loci-0.1.4.tar.gz
- Upload date:
- Size: 14.5 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.1.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/42.0.1 requests-toolbelt/0.9.1 tqdm/4.39.0 CPython/3.7.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b52e60d1cdde5c088ffe2fdd9c936f76ef1216929dac19d25d2fa0166b1fbe50
|
|
| MD5 |
0154493194ec2ccd3739413f858972bd
|
|
| BLAKE2b-256 |
ed2335bf1ba768f9891c39813f12b29b5cc9d7969bd7e4ebaa2a3193b92ed5c8
|
File details
Details for the file slipo_loci-0.1.4-py3-none-any.whl.
File metadata
- Download URL: slipo_loci-0.1.4-py3-none-any.whl
- Upload date:
- Size: 20.3 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.1.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/42.0.1 requests-toolbelt/0.9.1 tqdm/4.39.0 CPython/3.7.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
2ef0eef59aec48983f57efa0e1730ead170bc33aee09fe3825a36f244af7908f
|
|
| MD5 |
9d0cb9255a01ef0150b8e00ded236c96
|
|
| BLAKE2b-256 |
71ca24c45510723d07e2bd1ed754be9f3e45f34344a396aba7c8483fd7308da0
|
