# shivyadav007/india-s-upi-transection-time-series-forecasting architecture

> Architecture diagram of the GitHub repository shivyadav007/india-s-upi-transection-time-series-forecasting, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-09-27). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/shivyadav007/india-s-upi-transection-time-series-forecasting
- Repository: https://github.com/shivyadav007/india-s-upi-transection-time-series-forecasting

## Overview

This repository documents a UPI transaction time-series analysis and forecasting project intended to support resource planning and decision-making. The principal workflow is analysis of transaction patterns followed by forecasting transaction volume and value. The two notebooks are the only visible computational artifacts; their names suggest different roles, but without notebook source their exact methods and wiring cannot be verified. The PDF and presentation are included as project documents, with no unsupported generation links inferred.

Main entry points: [`UPI_TSA.ipynb`](https://github.com/shivyadav007/india-s-upi-transection-time-series-forecasting/blob/main/UPI_TSA.ipynb) (UPI TSA notebook), [`UPI_LAST (1) (1).ipynb`](https://github.com/shivyadav007/india-s-upi-transection-time-series-forecasting/blob/main/UPI_LAST%20(1)%20(1).ipynb) (UPI forecasting notebook)

## Diagram (Mermaid)

```mermaid
flowchart TD

subgraph group_analysis["Time-series analysis"]
  node_tsa_notebook["UPI TSA notebook<br/>[UPI_TSA.ipynb]"]
  node_analysis_insights["Transaction insights"]
end

subgraph group_forecasting["Forecasting"]
  node_last_notebook["UPI forecasting notebook"]
  node_forecast["Volume and value forecast"]
end

subgraph group_documents["Project documents"]
  node_presentation["Project presentation"]
  node_report["Analysis report"]
end

node_decision_maker(("Decision maker"))

node_decision_maker -->|"initiates analysis"| node_tsa_notebook
node_tsa_notebook -->|"analyzes patterns"| node_analysis_insights
node_decision_maker -->|"requests forecasts"| node_last_notebook
node_last_notebook -->|"forecasts transactions"| node_forecast

click node_tsa_notebook "https://github.com/shivyadav007/india-s-upi-transection-time-series-forecasting/blob/main/UPI_TSA.ipynb"
click node_last_notebook "https://github.com/shivyadav007/india-s-upi-transection-time-series-forecasting/blob/main/UPI_LAST%20(1)%20(1).ipynb"
click node_presentation "https://github.com/shivyadav007/india-s-upi-transection-time-series-forecasting/blob/main/INDIA%E2%80%99s%20UPI%20TRANSECTION%20TIME%20SERIES_final.pptm"
click node_report "https://github.com/shivyadav007/india-s-upi-transection-time-series-forecasting/blob/main/UPI_volume_and_value_Time_series_analysis.pdf"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_tsa_notebook,node_analysis_insights toneBlue
class node_last_notebook,node_forecast toneAmber
class node_presentation,node_report toneMint
class node_decision_maker toneIndigo
```

## Components

### Time-series analysis

- [UPI TSA notebook](https://github.com/shivyadav007/india-s-upi-transection-time-series-forecasting/blob/main/UPI_TSA.ipynb): `UPI_TSA.ipynb`
- **Transaction insights**

### Forecasting

- [UPI forecasting notebook](https://github.com/shivyadav007/india-s-upi-transection-time-series-forecasting/blob/main/UPI_LAST%20(1)%20(1).ipynb): `UPI_LAST (1) (1).ipynb`
- **Volume and value forecast**

### Project documents

- [Project presentation](https://github.com/shivyadav007/india-s-upi-transection-time-series-forecasting/blob/main/INDIA%E2%80%99s%20UPI%20TRANSECTION%20TIME%20SERIES_final.pptm): `INDIA’s UPI TRANSECTION TIME SERIES_final.pptm`
- [Analysis report](https://github.com/shivyadav007/india-s-upi-transection-time-series-forecasting/blob/main/UPI_volume_and_value_Time_series_analysis.pdf): `UPI_volume_and_value_Time_series_analysis.pdf`

### Other components

- **Decision maker**

## Connections

- Decision maker → UPI TSA notebook: initiates analysis
- UPI TSA notebook → Transaction insights: analyzes patterns
- Decision maker → UPI forecasting notebook: requests forecasts
- UPI forecasting notebook → Volume and value forecast: forecasts transactions