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A Data Exploration and Visualization project to find new insights and knowledge on score data from scientific publications of institutions in Indonesia then represented in data visualization

License: MIT License

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data-visualization pandas scientific-publication scopus seaborn exploratory-data-analysis

eda-sinta's Introduction

EDA-SINTA

Overview

A Data Exploration and Visualization project to find new insights and knowledge on score data from scientific publications of institutions in Indonesia which are then represented in data visualization. In the project, the data analyzed is the score data of scientific publications for each institution in Indonesia on the SINTA website. The data is obtained through a scraping process on the website, further information about SINTA scraping data can be seen on the link.

Prerequiste

Results

Q - What are the Top 5 Institutions Based on Overall SINTA Score?

chart1

Ans - Universitas Gadjah Mada, Universitas Indonesia, Institut Pertanian Bogor, Institut Teknologi Bandung, Universitas Airlangga

Q - What are the Top 5 Institutions Based on Three Year SINTA Score?

chart2

Ans - Universitas Gadjah Mada, Universitas Airlangga, Institut Pertanian Bogor, Universitas Indonesia, Universitas Padjajaran

Q - What are the Top 5 Institutions with High Productivity Based on the Three Year SINTA Productivity Score?

chart3

Ans - Universitas Nahdlatul Ulama Sidoarjo, Institut Teknologi Garut, Universitas Tarumanegara, Universitas Gadjah Mada, Institut Pertanian Bogor

Q - What are the top 10 provinces based on the Three Year SINTA Score?

chart4

Ans - Bengkulu, Bali, Riau, Gorontalo, DIY, Nusa Tenggara Barat, Maluku Utara, Kep. Bangka Belitung, Jawa Timur, Papua Barat

Q - What are the top 10 cities by Three Year SINTA Score?

chart5

Ans - Kab. Muaro Jambi, Kab. Buru, Kab. Timor Tengah Utara, Kab. Lebong, Kab. Gorontalo, Kab. Kampar, Kab. Pulau Morotai, Kab. Enrekang, Kota Bengkulu, Kab. Badung

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