explaingit

hariswb/analisa-konten

0PythonAudience · researcherComplexity · 1/5ActiveSetup · easy

TLDR

A static archive of Indonesian news analysis reports (sentiment, entities, relations, framing) generated by an AI agent over seven recurring topics. Source articles come from the external Semantik platform.

Mindmap

mindmap
  root((analisa-konten))
    Inputs
      Indonesian news articles
      Semantik platform feed
      Topic categories
    Outputs
      Markdown analysis
      Charts
      Source data files
    Use Cases
      Browse finished reports
      Track Indonesian news framing
      Reference per topic archives
    Tech Stack
      Python
      Markdown
      Semantik

Things people build with this

USE CASE 1

Browse archived Indonesian news analysis reports by date and topic on GitHub

USE CASE 2

Reference past framing and sentiment write ups for Indonesian legislation or markets

USE CASE 3

Study how an AI agent organises sentiment, entities, relations, and framing per article

USE CASE 4

Pull source data CSVs from a dated report folder for further analysis

Tech stack

PythonMarkdown

Getting it running

Difficulty · easy Time to first run · 5min

No code to install; the repo is a read only archive and the underlying pipeline lives in the external Semantik platform.

In plain English

This repository is a small archive of Indonesian news analysis reports produced by an automated pipeline. The owner describes it as a place to keep static artifacts from AI agent work. The agent's job is to read articles from the Indonesian media and pull out four kinds of information: the sentiment of the coverage, the named entities mentioned, the relations between those entities, and the framing the article uses around a given topic. The analysis is organised around seven recurring Indonesian news topics. Legislasi covers proposed laws and judicial review. Demokrasi covers digital rights, press freedom, and criminalisation of speech. Lingkungan covers the energy transition, mining, and deforestation. Ekonomi covers the national budget, taxes, inflation, and poverty. Pasar Modal covers stocks, fintech, crypto, and banking. Hukum covers the courts, including the constitutional court and major verdicts. Keamanan covers the military, police, terrorism, and defence. The layout of the repo is straightforward. Inside a research folder, each report sits in its own dated subfolder named with the date and a topic slug. Each report folder has three things: a README.md with the analysis write-up, a charts folder containing the generated charts, and a data folder containing the source data used for the report. There is no application code in the visible README, only the convention for how these report folders are organised. The README is clear that the underlying article data does not originate in this repository. All of the analysis is powered by a separate Indonesian news monitoring platform called Semantik, at semantik.cc, which tracks and processes articles from national media outlets. The role of this repo, then, is to capture finished outputs, the charts and written analysis, in a form that can be browsed on GitHub without re-running anything. The project is new, with zero stars and a very short README. There are no installation instructions, no scripts, and no information about how the AI agent itself is set up or what tooling it uses. A reader interested in the data pipeline would need to look at the actual contents of the research folders for examples, or follow up with the Semantik platform that supplies the source articles.

Copy-paste prompts

Prompt 1
List the seven Indonesian news topics covered in analisa-konten and give one example report per topic
Prompt 2
Open the most recent Demokrasi report in analisa-konten and summarise the entities and framing it identified
Prompt 3
Build a Python script that walks research/ in analisa-konten and indexes every report by date and topic slug
Prompt 4
Compare two Pasar Modal reports in analisa-konten from different months and call out shifts in sentiment
Prompt 5
Replicate the analisa-konten report folder convention for a different country's news pipeline
Open on GitHub → Explain another repo

Generated 2026-05-22 · Model: sonnet-4-6 · Verify against the repo before relying on details.