2024 State of Marketing Report – by HubspotMarius Sescu
https://www.hubspot.com/state-of-marketing
· Scaling relationships and proving ROI
· Social media is the place for search, sales, and service
· Authentic influencer partnerships fuel brand growth
· The strongest connections happen via call, click, chat, and camera.
· Time saved with AI leads to more creative work
· Seeking: A single source of truth
· TLDR; Get on social, try AI, and align your systems.
· More human marketing, powered by robots
ChatGPT is a revolutionary addition to the world since its introduction in 2022. A big shift in the sector of information gathering and processing happened because of this chatbot. What is the story of ChatGPT? How is the bot responding to prompts and generating contents? Swipe through these slides prepared by Expeed Software, a web development company regarding the development and technical intricacies of ChatGPT!
Product Design Trends in 2024 | Teenage EngineeringsPixeldarts
The realm of product design is a constantly changing environment where technology and style intersect. Every year introduces fresh challenges and exciting trends that mold the future of this captivating art form. In this piece, we delve into the significant trends set to influence the look and functionality of product design in the year 2024.
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
Mental health has been in the news quite a bit lately. Dozens of U.S. states are currently suing Meta for contributing to the youth mental health crisis by inserting addictive features into their products, while the U.S. Surgeon General is touring the nation to bring awareness to the growing epidemic of loneliness and isolation. The country has endured periods of low national morale, such as in the 1970s when high inflation and the energy crisis worsened public sentiment following the Vietnam War. The current mood, however, feels different. Gallup recently reported that national mental health is at an all-time low, with few bright spots to lift spirits.
To better understand how Americans are feeling and their attitudes towards mental health in general, ThinkNow conducted a nationally representative quantitative survey of 1,500 respondents and found some interesting differences among ethnic, age and gender groups.
Technology
For example, 52% agree that technology and social media have a negative impact on mental health, but when broken out by race, 61% of Whites felt technology had a negative effect, and only 48% of Hispanics thought it did.
While technology has helped us keep in touch with friends and family in faraway places, it appears to have degraded our ability to connect in person. Staying connected online is a double-edged sword since the same news feed that brings us pictures of the grandkids and fluffy kittens also feeds us news about the wars in Israel and Ukraine, the dysfunction in Washington, the latest mass shooting and the climate crisis.
Hispanics may have a built-in defense against the isolation technology breeds, owing to their large, multigenerational households, strong social support systems, and tendency to use social media to stay connected with relatives abroad.
Age and Gender
When asked how individuals rate their mental health, men rate it higher than women by 11 percentage points, and Baby Boomers rank it highest at 83%, saying it’s good or excellent vs. 57% of Gen Z saying the same.
Gen Z spends the most amount of time on social media, so the notion that social media negatively affects mental health appears to be correlated. Unfortunately, Gen Z is also the generation that’s least comfortable discussing mental health concerns with healthcare professionals. Only 40% of them state they’re comfortable discussing their issues with a professional compared to 60% of Millennials and 65% of Boomers.
Race Affects Attitudes
As seen in previous research conducted by ThinkNow, Asian Americans lag other groups when it comes to awareness of mental health issues. Twenty-four percent of Asian Americans believe that having a mental health issue is a sign of weakness compared to the 16% average for all groups. Asians are also considerably less likely to be aware of mental health services in their communities (42% vs. 55%) and most likely to seek out information on social media (51% vs. 35%).
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
This article is all about what AI trends will emerge in the field of creative operations in 2024. All the marketers and brand builders should be aware of these trends for their further use and save themselves some time!
2024 State of Marketing Report – by HubspotMarius Sescu
https://www.hubspot.com/state-of-marketing
· Scaling relationships and proving ROI
· Social media is the place for search, sales, and service
· Authentic influencer partnerships fuel brand growth
· The strongest connections happen via call, click, chat, and camera.
· Time saved with AI leads to more creative work
· Seeking: A single source of truth
· TLDR; Get on social, try AI, and align your systems.
· More human marketing, powered by robots
ChatGPT is a revolutionary addition to the world since its introduction in 2022. A big shift in the sector of information gathering and processing happened because of this chatbot. What is the story of ChatGPT? How is the bot responding to prompts and generating contents? Swipe through these slides prepared by Expeed Software, a web development company regarding the development and technical intricacies of ChatGPT!
Product Design Trends in 2024 | Teenage EngineeringsPixeldarts
The realm of product design is a constantly changing environment where technology and style intersect. Every year introduces fresh challenges and exciting trends that mold the future of this captivating art form. In this piece, we delve into the significant trends set to influence the look and functionality of product design in the year 2024.
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
Mental health has been in the news quite a bit lately. Dozens of U.S. states are currently suing Meta for contributing to the youth mental health crisis by inserting addictive features into their products, while the U.S. Surgeon General is touring the nation to bring awareness to the growing epidemic of loneliness and isolation. The country has endured periods of low national morale, such as in the 1970s when high inflation and the energy crisis worsened public sentiment following the Vietnam War. The current mood, however, feels different. Gallup recently reported that national mental health is at an all-time low, with few bright spots to lift spirits.
To better understand how Americans are feeling and their attitudes towards mental health in general, ThinkNow conducted a nationally representative quantitative survey of 1,500 respondents and found some interesting differences among ethnic, age and gender groups.
Technology
For example, 52% agree that technology and social media have a negative impact on mental health, but when broken out by race, 61% of Whites felt technology had a negative effect, and only 48% of Hispanics thought it did.
While technology has helped us keep in touch with friends and family in faraway places, it appears to have degraded our ability to connect in person. Staying connected online is a double-edged sword since the same news feed that brings us pictures of the grandkids and fluffy kittens also feeds us news about the wars in Israel and Ukraine, the dysfunction in Washington, the latest mass shooting and the climate crisis.
Hispanics may have a built-in defense against the isolation technology breeds, owing to their large, multigenerational households, strong social support systems, and tendency to use social media to stay connected with relatives abroad.
Age and Gender
When asked how individuals rate their mental health, men rate it higher than women by 11 percentage points, and Baby Boomers rank it highest at 83%, saying it’s good or excellent vs. 57% of Gen Z saying the same.
Gen Z spends the most amount of time on social media, so the notion that social media negatively affects mental health appears to be correlated. Unfortunately, Gen Z is also the generation that’s least comfortable discussing mental health concerns with healthcare professionals. Only 40% of them state they’re comfortable discussing their issues with a professional compared to 60% of Millennials and 65% of Boomers.
Race Affects Attitudes
As seen in previous research conducted by ThinkNow, Asian Americans lag other groups when it comes to awareness of mental health issues. Twenty-four percent of Asian Americans believe that having a mental health issue is a sign of weakness compared to the 16% average for all groups. Asians are also considerably less likely to be aware of mental health services in their communities (42% vs. 55%) and most likely to seek out information on social media (51% vs. 35%).
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
This article is all about what AI trends will emerge in the field of creative operations in 2024. All the marketers and brand builders should be aware of these trends for their further use and save themselves some time!
A report by thenetworkone and Kurio.
The contributing experts and agencies are (in an alphabetical order): Sylwia Rytel, Social Media Supervisor, 180heartbeats + JUNG v MATT (PL), Sharlene Jenner, Vice President - Director of Engagement Strategy, Abelson Taylor (USA), Alex Casanovas, Digital Director, Atrevia (ES), Dora Beilin, Senior Social Strategist, Barrett Hoffher (USA), Min Seo, Campaign Director, Brand New Agency (KR), Deshé M. Gully, Associate Strategist, Day One Agency (USA), Francesca Trevisan, Strategist, Different (IT), Trevor Crossman, CX and Digital Transformation Director; Olivia Hussey, Strategic Planner; Simi Srinarula, Social Media Manager, The Hallway (AUS), James Hebbert, Managing Director, Hylink (CN / UK), Mundy Álvarez, Planning Director; Pedro Rojas, Social Media Manager; Pancho González, CCO, Inbrax (CH), Oana Oprea, Head of Digital Planning, Jam Session Agency (RO), Amy Bottrill, Social Account Director, Launch (UK), Gaby Arriaga, Founder, Leonardo1452 (MX), Shantesh S Row, Creative Director, Liwa (UAE), Rajesh Mehta, Chief Strategy Officer; Dhruv Gaur, Digital Planning Lead; Leonie Mergulhao, Account Supervisor - Social Media & PR, Medulla (IN), Aurelija Plioplytė, Head of Digital & Social, Not Perfect (LI), Daiana Khaidargaliyeva, Account Manager, Osaka Labs (UK / USA), Stefanie Söhnchen, Vice President Digital, PIABO Communications (DE), Elisabeth Winiartati, Managing Consultant, Head of Global Integrated Communications; Lydia Aprina, Account Manager, Integrated Marketing and Communications; Nita Prabowo, Account Manager, Integrated Marketing and Communications; Okhi, Web Developer, PNTR Group (ID), Kei Obusan, Insights Director; Daffi Ranandi, Insights Manager, Radarr (SG), Gautam Reghunath, Co-founder & CEO, Talented (IN), Donagh Humphreys, Head of Social and Digital Innovation, THINKHOUSE (IRE), Sarah Yim, Strategy Director, Zulu Alpha Kilo (CA).
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
The search marketing landscape is evolving rapidly with new technologies, and professionals, like you, rely on innovative paid search strategies to meet changing demands.
It’s important that you’re ready to implement new strategies in 2024.
Check this out and learn the top trends in paid search advertising that are expected to gain traction, so you can drive higher ROI more efficiently in 2024.
You’ll learn:
- The latest trends in AI and automation, and what this means for an evolving paid search ecosystem.
- New developments in privacy and data regulation.
- Emerging ad formats that are expected to make an impact next year.
Watch Sreekant Lanka from iQuanti and Irina Klein from OneMain Financial as they dive into the future of paid search and explore the trends, strategies, and technologies that will shape the search marketing landscape.
If you’re looking to assess your paid search strategy and design an industry-aligned plan for 2024, then this webinar is for you.
5 Public speaking tips from TED - Visualized summarySpeakerHub
From their humble beginnings in 1984, TED has grown into the world’s most powerful amplifier for speakers and thought-leaders to share their ideas. They have over 2,400 filmed talks (not including the 30,000+ TEDx videos) freely available online, and have hosted over 17,500 events around the world.
With over one billion views in a year, it’s no wonder that so many speakers are looking to TED for ideas on how to share their message more effectively.
The article “5 Public-Speaking Tips TED Gives Its Speakers”, by Carmine Gallo for Forbes, gives speakers five practical ways to connect with their audience, and effectively share their ideas on stage.
Whether you are gearing up to get on a TED stage yourself, or just want to master the skills that so many of their speakers possess, these tips and quotes from Chris Anderson, the TED Talks Curator, will encourage you to make the most impactful impression on your audience.
See the full article and more summaries like this on SpeakerHub here: https://speakerhub.com/blog/5-presentation-tips-ted-gives-its-speakers
See the original article on Forbes here:
http://www.forbes.com/forbes/welcome/?toURL=http://www.forbes.com/sites/carminegallo/2016/05/06/5-public-speaking-tips-ted-gives-its-speakers/&refURL=&referrer=#5c07a8221d9b
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
Everyone is in agreement that ChatGPT (and other generative AI tools) will shape the future of work. Yet there is little consensus on exactly how, when, and to what extent this technology will change our world.
Businesses that extract maximum value from ChatGPT will use it as a collaborative tool for everything from brainstorming to technical maintenance.
For individuals, now is the time to pinpoint the skills the future professional will need to thrive in the AI age.
Check out this presentation to understand what ChatGPT is, how it will shape the future of work, and how you can prepare to take advantage.
A brief introduction to DataScience with explaining of the concepts, algorithms, machine learning, supervised and unsupervised learning, clustering, statistics, data preprocessing, real-world applications etc.
It's part of a Data Science Corner Campaign where I will be discussing the fundamentals of DataScience, AIML, Statistics etc.
Time Management & Productivity - Best PracticesVit Horky
Here's my presentation on by proven best practices how to manage your work time effectively and how to improve your productivity. It includes practical tips and how to use tools such as Slack, Google Apps, Hubspot, Google Calendar, Gmail and others.
The six step guide to practical project managementMindGenius
The six step guide to practical project management
If you think managing projects is too difficult, think again.
We’ve stripped back project management processes to the
basics – to make it quicker and easier, without sacrificing
the vital ingredients for success.
“If you’re looking for some real-world guidance, then The Six Step Guide to Practical Project Management will help.”
Dr Andrew Makar, Tactical Project Management
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Applitools
During this webinar, Anand Bagmar demonstrates how AI tools such as ChatGPT can be applied to various stages of the software development life cycle (SDLC) using an eCommerce application case study. Find the on-demand recording and more info at https://applitools.info/b59
Key takeaways:
• Learn how to use ChatGPT to add AI power to your testing and test automation
• Understand the limitations of the technology and where human expertise is crucial
• Gain insight into different AI-based tools
• Adopt AI-based tools to stay relevant and optimize work for developers and testers
* ChatGPT and OpenAI belong to OpenAI, L.L.C.
More than Just Lines on a Map: Best Practices for U.S Bike Routes
This session highlights best practices and lessons learned for U.S. Bike Route System designation, as well as how and why these routes should be integrated into bicycle planning at the local and regional level.
Presenters:
Presenter: Kevin Luecke Toole Design Group
Co-Presenter: Virginia Sullivan Adventure Cycling Association
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...DevGAMM Conference
Has your project been caught in a storm of deadlines, clashing requirements, and the need to change course halfway through? If yes, then check out how the administration team navigated through all of this, relocating 160 people from 3 countries and opening 2 offices during the most turbulent time in the last 20 years. Belka Games’ Chief Administrative Officer, Katerina Rudko, will share universal approaches and life hacks that can help your project survive unstable periods when there seem to be too many tasks and a lack of time and people.
A report by thenetworkone and Kurio.
The contributing experts and agencies are (in an alphabetical order): Sylwia Rytel, Social Media Supervisor, 180heartbeats + JUNG v MATT (PL), Sharlene Jenner, Vice President - Director of Engagement Strategy, Abelson Taylor (USA), Alex Casanovas, Digital Director, Atrevia (ES), Dora Beilin, Senior Social Strategist, Barrett Hoffher (USA), Min Seo, Campaign Director, Brand New Agency (KR), Deshé M. Gully, Associate Strategist, Day One Agency (USA), Francesca Trevisan, Strategist, Different (IT), Trevor Crossman, CX and Digital Transformation Director; Olivia Hussey, Strategic Planner; Simi Srinarula, Social Media Manager, The Hallway (AUS), James Hebbert, Managing Director, Hylink (CN / UK), Mundy Álvarez, Planning Director; Pedro Rojas, Social Media Manager; Pancho González, CCO, Inbrax (CH), Oana Oprea, Head of Digital Planning, Jam Session Agency (RO), Amy Bottrill, Social Account Director, Launch (UK), Gaby Arriaga, Founder, Leonardo1452 (MX), Shantesh S Row, Creative Director, Liwa (UAE), Rajesh Mehta, Chief Strategy Officer; Dhruv Gaur, Digital Planning Lead; Leonie Mergulhao, Account Supervisor - Social Media & PR, Medulla (IN), Aurelija Plioplytė, Head of Digital & Social, Not Perfect (LI), Daiana Khaidargaliyeva, Account Manager, Osaka Labs (UK / USA), Stefanie Söhnchen, Vice President Digital, PIABO Communications (DE), Elisabeth Winiartati, Managing Consultant, Head of Global Integrated Communications; Lydia Aprina, Account Manager, Integrated Marketing and Communications; Nita Prabowo, Account Manager, Integrated Marketing and Communications; Okhi, Web Developer, PNTR Group (ID), Kei Obusan, Insights Director; Daffi Ranandi, Insights Manager, Radarr (SG), Gautam Reghunath, Co-founder & CEO, Talented (IN), Donagh Humphreys, Head of Social and Digital Innovation, THINKHOUSE (IRE), Sarah Yim, Strategy Director, Zulu Alpha Kilo (CA).
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
The search marketing landscape is evolving rapidly with new technologies, and professionals, like you, rely on innovative paid search strategies to meet changing demands.
It’s important that you’re ready to implement new strategies in 2024.
Check this out and learn the top trends in paid search advertising that are expected to gain traction, so you can drive higher ROI more efficiently in 2024.
You’ll learn:
- The latest trends in AI and automation, and what this means for an evolving paid search ecosystem.
- New developments in privacy and data regulation.
- Emerging ad formats that are expected to make an impact next year.
Watch Sreekant Lanka from iQuanti and Irina Klein from OneMain Financial as they dive into the future of paid search and explore the trends, strategies, and technologies that will shape the search marketing landscape.
If you’re looking to assess your paid search strategy and design an industry-aligned plan for 2024, then this webinar is for you.
5 Public speaking tips from TED - Visualized summarySpeakerHub
From their humble beginnings in 1984, TED has grown into the world’s most powerful amplifier for speakers and thought-leaders to share their ideas. They have over 2,400 filmed talks (not including the 30,000+ TEDx videos) freely available online, and have hosted over 17,500 events around the world.
With over one billion views in a year, it’s no wonder that so many speakers are looking to TED for ideas on how to share their message more effectively.
The article “5 Public-Speaking Tips TED Gives Its Speakers”, by Carmine Gallo for Forbes, gives speakers five practical ways to connect with their audience, and effectively share their ideas on stage.
Whether you are gearing up to get on a TED stage yourself, or just want to master the skills that so many of their speakers possess, these tips and quotes from Chris Anderson, the TED Talks Curator, will encourage you to make the most impactful impression on your audience.
See the full article and more summaries like this on SpeakerHub here: https://speakerhub.com/blog/5-presentation-tips-ted-gives-its-speakers
See the original article on Forbes here:
http://www.forbes.com/forbes/welcome/?toURL=http://www.forbes.com/sites/carminegallo/2016/05/06/5-public-speaking-tips-ted-gives-its-speakers/&refURL=&referrer=#5c07a8221d9b
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
Everyone is in agreement that ChatGPT (and other generative AI tools) will shape the future of work. Yet there is little consensus on exactly how, when, and to what extent this technology will change our world.
Businesses that extract maximum value from ChatGPT will use it as a collaborative tool for everything from brainstorming to technical maintenance.
For individuals, now is the time to pinpoint the skills the future professional will need to thrive in the AI age.
Check out this presentation to understand what ChatGPT is, how it will shape the future of work, and how you can prepare to take advantage.
A brief introduction to DataScience with explaining of the concepts, algorithms, machine learning, supervised and unsupervised learning, clustering, statistics, data preprocessing, real-world applications etc.
It's part of a Data Science Corner Campaign where I will be discussing the fundamentals of DataScience, AIML, Statistics etc.
Time Management & Productivity - Best PracticesVit Horky
Here's my presentation on by proven best practices how to manage your work time effectively and how to improve your productivity. It includes practical tips and how to use tools such as Slack, Google Apps, Hubspot, Google Calendar, Gmail and others.
The six step guide to practical project managementMindGenius
The six step guide to practical project management
If you think managing projects is too difficult, think again.
We’ve stripped back project management processes to the
basics – to make it quicker and easier, without sacrificing
the vital ingredients for success.
“If you’re looking for some real-world guidance, then The Six Step Guide to Practical Project Management will help.”
Dr Andrew Makar, Tactical Project Management
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Applitools
During this webinar, Anand Bagmar demonstrates how AI tools such as ChatGPT can be applied to various stages of the software development life cycle (SDLC) using an eCommerce application case study. Find the on-demand recording and more info at https://applitools.info/b59
Key takeaways:
• Learn how to use ChatGPT to add AI power to your testing and test automation
• Understand the limitations of the technology and where human expertise is crucial
• Gain insight into different AI-based tools
• Adopt AI-based tools to stay relevant and optimize work for developers and testers
* ChatGPT and OpenAI belong to OpenAI, L.L.C.
More than Just Lines on a Map: Best Practices for U.S Bike Routes
This session highlights best practices and lessons learned for U.S. Bike Route System designation, as well as how and why these routes should be integrated into bicycle planning at the local and regional level.
Presenters:
Presenter: Kevin Luecke Toole Design Group
Co-Presenter: Virginia Sullivan Adventure Cycling Association
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...DevGAMM Conference
Has your project been caught in a storm of deadlines, clashing requirements, and the need to change course halfway through? If yes, then check out how the administration team navigated through all of this, relocating 160 people from 3 countries and opening 2 offices during the most turbulent time in the last 20 years. Belka Games’ Chief Administrative Officer, Katerina Rudko, will share universal approaches and life hacks that can help your project survive unstable periods when there seem to be too many tasks and a lack of time and people.
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...
Passing grade-ipa
1. KOD_JUR KELOMPOK JURUSAN NOTASI PTN NAMA PTN kodeptn PassGrade WIL DT_TULIS PMNT_TULIS DT_UND
111011 IPA Kedokteran Hewan UNSYIAH Universitas Syiah Kuala 11 38.43 1 70 163 16
111025 IPA Teknik Sipil UNSYIAH Universitas Syiah Kuala 11 46.66 1 48 1275 12
111033 IPA Teknik Mesin UNSYIAH Universitas Syiah Kuala 11 49.00 1 48 249 12
111041 IPA Teknik Kimia UNSYIAH Universitas Syiah Kuala 11 53.05 1 32 72 8
111055 IPA Arsitektur UNSYIAH Universitas Syiah Kuala 11 45.86 1 32 455 8
111063 IPA Teknik Elektro UNSYIAH Universitas Syiah Kuala 11 48.38 1 40 397 10
111071 IPA Agroteknologi UNSYIAH Universitas Syiah Kuala 11 39.02 1 48 191 9
111085 IPA Agribisnis UNSYIAH Universitas Syiah Kuala 11 39.86 1 40 541 8
111093 IPA Peternakan UNSYIAH Universitas Syiah Kuala 11 37.91 1 32 111 8
111106 IPA Teknologi Hasil Pertanian UNSYIAH Universitas Syiah Kuala 11 41.80 1 32 172 8
111114 IPA Teknik Pertanian UNSYIAH Universitas Syiah Kuala 11 43.11 1 32 416 8
111122 IPA Pend. Biologi UNSYIAH Universitas Syiah Kuala 11 40.00 1 25 1156 8
111136 IPA Pend. Matematika UNSYIAH Universitas Syiah Kuala 11 37.91 1 35 629 10
111144 IPA Pend. Fisika UNSYIAH Universitas Syiah Kuala 11 39.41 1 35 315 10
111152 IPA Pend. Kimia UNSYIAH Universitas Syiah Kuala 11 38.75 1 35 352 8
111166 IPA Pend.Dokter UNSYIAH Universitas Syiah Kuala 11 52.36 1 80 2127 20
111174 IPA Ilmu Keperawatan UNSYIAH Universitas Syiah Kuala 11 42.75 1 56 1442 14
111182 IPA Pend. Dokter Gigi UNSYIAH Universitas Syiah Kuala 11 46.32 1 40 994 10
111196 IPA Matematika UNSYIAH Universitas Syiah Kuala 11 41.38 1 25 194 5
111203 IPA Fisika UNSYIAH Universitas Syiah Kuala 11 41.00 1 22 68 6
111211 IPA Kimia UNSYIAH Universitas Syiah Kuala 11 40.14 1 28 93 6
111225 IPA Biologi UNSYIAH Universitas Syiah Kuala 11 42.72 1 30 276 6
111233 IPA Ilmu Kelautan UNSYIAH Universitas Syiah Kuala 11 42.50 1 48 235 10
111241 IPA Budidaya Perairan UNSYIAH Universitas Syiah Kuala 11 42.44 1 48 112 10
111255 IPA Teknik Industri UNSYIAH Universitas Syiah Kuala 11 48.54 1 24 0 6
111263 IPA Informatika UNSYIAH Universitas Syiah Kuala 11 52.23 1 24 0 6
111285 IPA Teknik Geofisika UNSYIAH Universitas Syiah Kuala 11 50.20 1 12 0 4
121012 IPA Teknik Sipil UNIMAS Universitas Malikussaleh 12 42.38 1 97 388 19
121026 IPA Teknik Mesin UNIMAS Universitas Malikussaleh 12 42.36 1 66 139 11
121034 IPA Teknik Kimia UNIMAS Universitas Malikussaleh 12 45.30 1 66 62 11
121042 IPA Teknik Elektro UNIMAS Universitas Malikussaleh 12 47.65 1 66 124 11
121056 IPA Teknik Industri UNIMAS Universitas Malikussaleh 12 47.65 1 66 100 11
121064 IPA Teknik Informatika UNIMAS Universitas Malikussaleh 12 49.42 1 97 754 19
121072 IPA Teknik Arsitektur UNIMAS Universitas Malikussaleh 12 46.30 1 30 115 8
121086 IPA Agroekoteknologi UNIMAS Universitas Malikussaleh 12 42.38 1 84 88 17
121094 IPA Agribisnis UNIMAS Universitas Malikussaleh 12 42.36 1 84 209 17
121101 IPA Budidaya Perairan UNIMAS Universitas Malikussaleh 12 42.13 1 84 116 17
121115 IPA Pend. Dokter UNIMAS Universitas Malikussaleh 12 51.20 1 50 464 0
141014 IPA Pend. Matematika UN MDN Universitas Negeri Medan 14 39.22 1 100 2478 15
141022 IPA Pend. Biologi UN MDN Universitas Negeri Medan 14 37.55 1 100 3702 15
141036 IPA Pend. Fisika UN MDN Universitas Negeri Medan 14 38.51 1 100 1131 15
141044 IPA Pend. Kimia UN MDN Universitas Negeri Medan 14 39.19 1 100 1419 15
141052 IPA Pend Teknik Bangunan UN MDN Universitas Negeri Medan 14 39.50 1 45 222 7
141066 IPA Pend. Teknik Mesin UN MDN Universitas Negeri Medan 14 41.89 1 45 441 7
141074 IPA Pend. Teknik Elektro UN MDN Universitas Negeri Medan 14 41.75 1 45 363 7
141082 IPA Kimia UN MDN Universitas Negeri Medan 14 40.08 1 30 211 10
141096 IPA Biologi UN MDN Universitas Negeri Medan 14 40.14 1 30 767 10
141103 IPA Ilmu Keolahragaan UN MDN Universitas Negeri Medan 14 41.14 1 30 537 0
2. 141111 IPA Matematika UN MDN Universitas Negeri Medan 14 41.25 1 30 509 10
141125 IPA Fisika UN MDN Universitas Negeri Medan 14 40.18 1 30 267 10
141133 IPA Pendidikan Teknik Otomotif UN MDN Universitas Negeri Medan 14 42.38 1 45 355 0
151015 IPA Pend. Dokter USU Universitas Sumatera Utara 15 54.27 1 250 1701 50
151023 IPA Teknik Sipil USU Universitas Sumatera Utara 15 48.33 1 73 798 32
151031 IPA Teknik Mesin USU Universitas Sumatera Utara 15 53.13 1 85 485 35
151045 IPA Teknik Elektro USU Universitas Sumatera Utara 15 55.83 1 65 394 25
151053 IPA Teknik Industri USU Universitas Sumatera Utara 15 55.59 1 85 397 35
151061 IPA Teknik Kimia USU Universitas Sumatera Utara 15 51.94 1 73 170 32
151075 IPA Pend Dokter Gigi USU Universitas Sumatera Utara 15 47.72 1 86 866 40
151083 IPA Matematika USU Universitas Sumatera Utara 15 41.38 1 25 253 35
151091 IPA Kimia USU Universitas Sumatera Utara 15 44.44 1 22 118 23
151104 IPA Farmasi USU Universitas Sumatera Utara 15 47.80 1 80 1156 40
151112 IPA Fisika USU Universitas Sumatera Utara 15 41.38 1 32 111 30
151126 IPA Ilmu Kesehatan Masyarakat USU Universitas Sumatera Utara 15 40.97 1 130 1865 80
151134 IPA Agroekoteknologi USU Universitas Sumatera Utara 15 40.83 1 140 610 40
151142 IPA Keteknikan Pertanian USU Universitas Sumatera Utara 15 43.55 1 33 539 21
151156 IPA Biologi USU Universitas Sumatera Utara 15 42.00 1 33 321 15
151164 IPA Agribisnis USU Universitas Sumatera Utara 15 39.86 1 66 690 30
151172 IPA Ilmu dan Teknologi Pangan USU Universitas Sumatera Utara 15 43.00 1 25 190 20
151186 IPA Peternakan USU Universitas Sumatera Utara 15 39.86 1 28 157 20
151194 IPA Arsitektur USU Universitas Sumatera Utara 15 47.77 1 62 480 28
151201 IPA Ilmu Keperawatan USU Universitas Sumatera Utara 15 43.58 1 65 732 35
151215 IPA Kehutanan USU Universitas Sumatera Utara 15 38.75 1 84 593 30
151231 IPA Ilmu Komputer USU Universitas Sumatera Utara 15 50.91 1 55 695 35
151245 IPA Teknologi Informasi USU Universitas Sumatera Utara 15 46.00 1 47 1876 25
151253 IPA Manajemen Sumberdaya Perairan USU Universitas Sumatera Utara 15 42.38 1 29 208 25
171011 IPA Pend. Matematika UN PDG Universitas Negeri Padang 17 39.22 1 28 1070 12
171025 IPA Matematika UN PDG Universitas Negeri Padang 17 41.18 1 28 199 12
171033 IPA Pend. Biologi UN PDG Universitas Negeri Padang 17 37.55 1 28 1397 12
171041 IPA Biologi UN PDG Universitas Negeri Padang 17 40.14 1 28 190 12
171055 IPA Pend. Fisika UN PDG Universitas Negeri Padang 17 38.51 1 28 665 12
171063 IPA Fisika UN PDG Universitas Negeri Padang 17 40.68 1 28 83 12
171071 IPA Pend. Kimia UN PDG Universitas Negeri Padang 17 39.19 1 28 698 12
171085 IPA Kimia UN PDG Universitas Negeri Padang 17 40.08 1 28 106 12
171093 IPA Pend Teknik Bangunan UN PDG Universitas Negeri Padang 17 39.50 1 19 101 15
171106 IPA Pend. Teknik Elektro UN PDG Universitas Negeri Padang 17 41.75 1 19 129 15
171114 IPA Pend. Teknik Elektronika UN PDG Universitas Negeri Padang 17 43.00 1 19 134 15
171122 IPA Pend. Teknik Mesin UN PDG Universitas Negeri Padang 17 41.89 1 19 231 15
171136 IPA Pend. Teknik Otomotif UN PDG Universitas Negeri Padang 17 41.00 1 39 319 15
171144 IPA Pend. Informatika dan Komputer UN PDG Universitas Negeri Padang 17 41.41 1 38 2124 15
171152 IPA Ilmu Keolahragaan UN PDG Universitas Negeri Padang 17 41.14 1 80 191 15
171166 IPA Teknik Pertambangan UN PDG Universitas Negeri Padang 17 50.00 1 19 380 15
171174 IPA Teknik Elektro Industri UN PDG Universitas Negeri Padang 17 49.75 1 19 115 15
181012 IPA Agribisnis UNAND Universitas Andalas 18 39.86 1 47 378 33
181026 IPA Agroekoteknologi UNAND Universitas Andalas 18 40.00 1 105 179 75
181034 IPA Pendidikan Dokter UNAND Universitas Andalas 18 51.67 1 108 2801 77
181042 IPA Ilmu Keperawatan UNAND Universitas Andalas 18 42.58 1 64 1057 46
181056 IPA Ilmu Kesehatan Masyarakat UNAND Universitas Andalas 18 48.30 1 82 1409 58
3. 181064 IPA Pendidikan Dokter Gigi UNAND Universitas Andalas 18 51.30 1 29 600 21
181072 IPA Kimia UNAND Universitas Andalas 18 40.28 1 48 194 35
181086 IPA Biologi UNAND Universitas Andalas 18 41.30 1 45 202 32
181094 IPA Matematika UNAND Universitas Andalas 18 41.67 1 41 222 30
181101 IPA Fisika UNAND Universitas Andalas 18 42.95 1 38 80 27
181115 IPA Sistem Komputer UNAND Universitas Andalas 18 50.00 1 27 782 20
181123 IPA Peternakan UNAND Universitas Andalas 18 39.03 1 210 325 150
181131 IPA Teknik Mesin UNAND Universitas Andalas 18 49.31 1 58 507 42
181145 IPA Teknik Sipil UNAND Universitas Andalas 18 49.17 1 70 726 50
181153 IPA Teknik Industri UNAND Universitas Andalas 18 55.69 1 58 477 42
181161 IPA Teknik Lingkungan UNAND Universitas Andalas 18 48.67 1 35 306 25
181175 IPA Teknik Elektro UNAND Universitas Andalas 18 48.39 1 58 367 42
181183 IPA Farmasi UNAND Universitas Andalas 18 47.33 1 44 1114 31
181191 IPA Teknik Pertanian UNAND Universitas Andalas 18 44.44 1 61 250 44
181204 IPA Teknologi Hasil Pertanian UNAND Universitas Andalas 18 42.56 1 67 133 48
181212 IPA Sistem Informasi UNAND Universitas Andalas 18 50.10 1 26 875 19
181226 IPA Psikologi UNAND Universitas Andalas 18 50.00 1 29 610 21
231116 IPA Biologi UNSRI Universitas Sriwijaya 18 42.38 1 70 220 16
191013 IPA Fisika UNRI Universitas Riau 19 41.25 1 59 64 12
191021 IPA Kimia UNRI Universitas Riau 19 40.10 1 59 158 12
191035 IPA Matematika UNRI Universitas Riau 19 41.27 1 59 212 12
191043 IPA Biologi UNRI Universitas Riau 19 41.27 1 54 317 11
191051 IPA Manajemen Sumberdaya Perairan UNRI Universitas Riau 19 35.27 1 48 107 10
191065 IPA Budidaya Perairan UNRI Universitas Riau 19 38.69 1 48 54 10
191073 IPA Ilmu Kelautan UNRI Universitas Riau 19 44.38 1 48 114 10
191081 IPA Teknologi Hasil Perikanan UNRI Universitas Riau 19 37.75 1 48 88 10
191095 IPA Pemanfaatan Sumberdaya Perikanan UNRI Universitas Riau 19 38.75 1 48 61 10
191102 IPA Sosial Ekonomi Perikanan UNRI Universitas Riau 19 36.69 1 48 70 10
191116 IPA Agroteknologi UNRI Universitas Riau 19 40.00 1 118 280 24
191124 IPA Sosial Ekonomi Pertanian (Agribisnis) UNRI Universitas Riau 19 39.86 1 58 453 12
191132 IPA Teknologi Hasil Pertanian UNRI Universitas Riau 19 39.41 1 58 301 12
191146 IPA Kehutanan UNRI Universitas Riau 19 40.55 1 29 193 6
191154 IPA Teknik Sipil UNRI Universitas Riau 19 40.69 1 59 655 12
191162 IPA Teknik Kimia UNRI Universitas Riau 19 41.94 1 69 335 14
191176 IPA Teknik Mesin UNRI Universitas Riau 19 49.80 1 69 445 14
191184 IPA Teknik Elektro UNRI Universitas Riau 19 50.10 1 49 327 10
191192 IPA Pend. Dokter UNRI Universitas Riau 19 37.77 1 39 1745 10
191205 IPA Ilmu Keperawatan UNRI Universitas Riau 19 44.38 1 24 874 6
191213 IPA Pend. Matematika UNRI Universitas Riau 19 37.63 1 24 1009 5
191221 IPA Pend. Biologi UNRI Universitas Riau 19 37.64 1 24 1460 5
191235 IPA Pend. Fisika UNRI Universitas Riau 19 39.41 1 24 460 5
191243 IPA Pend. Kimia UNRI Universitas Riau 19 37.22 1 24 714 5
191251 IPA Teknik Lingkungan UNRI Universitas Riau 19 42.38 1 19 237 4
191265 IPA Teknik Arsitektur UNRI Universitas Riau 19 46.36 1 18 350 4
201001 IPA Teknik Lingkungan UIN SS UIN Sultan Syarief Kasim 20 50.00 1 20 0 4
201016 IPA Ilmu Peternakan UIN SS UIN Sultan Syarief Kasim 20 38.43 1 45 63 9
201024 IPA Matematika UIN SS UIN Sultan Syarief Kasim 20 41.18 1 40 76 8
201032 IPA Sistem Informasi UIN SS UIN Sultan Syarief Kasim 20 50.10 1 80 312 16
201046 IPA Teknik Elektro UIN SS UIN Sultan Syarief Kasim 20 50.10 1 60 71 12
4. 201054 IPA Teknik Industri UIN SS UIN Sultan Syarief Kasim 20 43.00 1 60 111 12
201062 IPA Teknik Informatika UIN SS UIN Sultan Syarief Kasim 20 50.01 1 100 1046 20
201084 IPA Pend. Matematika UIN SS UIN Sultan Syarief Kasim 20 42.41 1 53 446 11
201092 IPA Pend. Kimia UIN SS UIN Sultan Syarief Kasim 20 42.47 1 53 308 11
201105 IPA Ilmu Pertanian(Agroteknologi) UIN SS UIN Sultan Syarief Kasim 20 38.43 1 60 78 12
271085 IPA Peternakan UNILA UIN Sultan Syarief Kasim 20 40.55 1 32 198 16
211011 IPA Pend. Kimia UN JAMBI Universitas Jambi 21 35.97 1 0 251 7
211025 IPA Pend. Matematika UN JAMBI Universitas Jambi 21 38.05 1 0 463 7
211033 IPA Pend. Fisika UN JAMBI Universitas Jambi 21 39.42 1 0 236 7
211041 IPA Pend. Biologi UN JAMBI Universitas Jambi 21 39.16 1 0 609 7
211055 IPA Agroteknologi UN JAMBI Universitas Jambi 21 40.27 1 0 172 10
211063 IPA Agribisnis UN JAMBI Universitas Jambi 21 35.69 1 0 209 10
211071 IPA Teknologi Hasil Pertanian UN JAMBI Universitas Jambi 21 41.11 1 0 126 10
211114 IPA Pend. Olahraga dan Kesehatan UN JAMBI Universitas Jambi 21 41.38 1 0 241 20
211122 IPA Kehutanan UN JAMBI Universitas Jambi 21 38.75 1 0 147 10
211136 IPA Peternakan UN JAMBI Universitas Jambi 21 35.00 1 0 135 17
211144 IPA Pend. Dokter UN JAMBI Universitas Jambi 21 37.64 1 0 644 0
211152 IPA Kimia UN JAMBI Universitas Jambi 21 41.38 1 0 0 6
211166 IPA Pend. Kimia PGSBI UN JAMBI Universitas Jambi 21 38.00 1 0 0 6
211174 IPA Pend. Fisika PGSBI UN JAMBI Universitas Jambi 21 34.30 1 0 0 6
211182 IPA Pend. Biologi PGSBI UN JAMBI Universitas Jambi 21 37.91 1 0 0 6
211196 IPA Pend. Matematika PGSBI UN JAMBI Universitas Jambi 21 43.41 1 0 0 6
231013 IPA Teknik Sipil UNSRI Universitas Sriwijaya 23 52.91 1 90 830 32
231021 IPA Teknik Pertambangan UNSRI Universitas Sriwijaya 23 52.08 1 90 1423 35
231035 IPA Teknik Kimia UNSRI Universitas Sriwijaya 23 51.66 1 90 481 32
231043 IPA Teknik Mesin UNSRI Universitas Sriwijaya 23 51.66 1 90 530 32
231051 IPA Teknik Elektro UNSRI Universitas Sriwijaya 23 56.11 1 90 560 32
231065 IPA Pend. Dokter UNSRI Universitas Sriwijaya 23 51.66 1 72 2254 60
231073 IPA Pend. Dokter Gigi UNSRI Universitas Sriwijaya 23 49.00 1 50 1039 20
231081 IPA Matematika UNSRI Universitas Sriwijaya 23 41.26 1 60 157 15
231095 IPA Fisika UNSRI Universitas Sriwijaya 23 41.38 1 60 70 22
231102 IPA Kimia UNSRI Universitas Sriwijaya 23 40.16 1 70 112 16
231124 IPA Agribisnis UNSRI Universitas Sriwijaya 23 39.86 1 90 347 29
231132 IPA Teknologi Hasil Pertanian UNSRI Universitas Sriwijaya 23 41.11 1 50 158 10
231146 IPA Teknik Pertanian UNSRI Universitas Sriwijaya 23 42.83 1 50 336 10
231162 IPA Pend. Matematika UNSRI Universitas Sriwijaya 23 39.44 1 40 722 17
231176 IPA Pend. Biologi UNSRI Universitas Sriwijaya 23 39.16 1 40 1149 17
231184 IPA Pend. Kimia UNSRI Universitas Sriwijaya 23 36.52 1 40 514 17
231192 IPA Pend. Fisika UNSRI Universitas Sriwijaya 23 39.16 1 40 428 17
231205 IPA Ilmu Kesehatan Masyarakat UNSRI Universitas Sriwijaya 23 48.30 1 60 1446 28
231213 IPA Arsitektur UNSRI Universitas Sriwijaya 23 44.80 1 50 342 20
231221 IPA Ilmu Kelautan UNSRI Universitas Sriwijaya 23 46.94 1 50 168 16
231235 IPA Budidaya Perairan UNSRI Universitas Sriwijaya 23 42.12 1 45 70 10
231243 IPA Teknologi Hasil Perikanan UNSRI Universitas Sriwijaya 23 38.75 1 45 92 10
231251 IPA Ilmu Keperawatan UNSRI Universitas Sriwijaya 23 44.25 1 50 1071 15
231265 IPA Pend. Teknik Mesin UNSRI Universitas Sriwijaya 23 40.00 1 40 189 17
231273 IPA Sistem Komputer UNSRI Universitas Sriwijaya 23 50.00 1 57 605 18
231281 IPA Teknik Informatika UNSRI Universitas Sriwijaya 23 50.00 1 57 1302 18
231295 IPA Sistem Informasi UNSRI Universitas Sriwijaya 23 50.06 1 72 666 18
5. 231302 IPA Agroekoteknologi UNSRI Universitas Sriwijaya 23 39.02 1 140 284 20
231316 IPA Peternakan UNSRI Universitas Sriwijaya 23 38.00 1 45 127 10
241014 IPA Teknik Mesin UBB Universitas Bangka Belitung 24 44.28 1 30 0 6
241022 IPA Teknik Elektro UBB Universitas Bangka Belitung 24 50.06 1 30 0 6
241036 IPA Teknik Tambang UBB Universitas Bangka Belitung 24 38.75 1 30 0 6
241044 IPA Teknik Sipil UBB Universitas Bangka Belitung 24 49.71 1 30 0 6
241052 IPA Agroteknologi UBB Universitas Bangka Belitung 24 36.25 1 36 0 6
241066 IPA Manajemen Sumberdaya Perairan UBB Universitas Bangka Belitung 24 42.38 1 36 0 6
241074 IPA Biologi UBB Universitas Bangka Belitung 24 42.72 1 20 0 4
241082 IPA Agribisnis UBB Universitas Bangka Belitung 24 41.25 1 20 0 4
251015 IPA Agroekoteknologi UNIV BGKL Universitas Bengkulu 25 34.34 1 80 87 16
251023 IPA Kehutanan UNIV BGKL Universitas Bengkulu 25 38.75 1 50 60 10
251031 IPA Peternakan UNIV BGKL Universitas Bengkulu 25 37.91 1 75 48 15
251045 IPA Agribisnis UNIV BGKL Universitas Bengkulu 25 38.86 1 60 107 12
251053 IPA Teknologi Industri Pertanian UNIV BGKL Universitas Bengkulu 25 45.19 1 40 75 8
251061 IPA Pendidikan Fisika UNIV BGKL Universitas Bengkulu 25 37.33 1 20 235 4
251075 IPA Pendidikan Biologi UNIV BGKL Universitas Bengkulu 25 36.25 1 20 492 4
251083 IPA Pendidikan Kimia UNIV BGKL Universitas Bengkulu 25 35.97 1 20 202 4
251091 IPA Pendidikan Matematika UNIV BGKL Universitas Bengkulu 25 38.05 1 20 435 4
251104 IPA Matematika UNIV BGKL Universitas Bengkulu 25 41.18 1 33 92 7
251112 IPA Fisika UNIV BGKL Universitas Bengkulu 25 38.21 1 33 43 7
251126 IPA Biologi UNIV BGKL Universitas Bengkulu 25 43.14 1 33 138 7
251134 IPA Kimia UNIV BGKL Universitas Bengkulu 25 42.81 1 33 50 7
251142 IPA Teknik Informatika UNIV BGKL Universitas Bengkulu 25 50.00 1 30 878 6
251156 IPA Teknik Sipil UNIV BGKL Universitas Bengkulu 25 50.00 1 30 287 6
251164 IPA Teknik Mesin UNIV BGKL Universitas Bengkulu 25 49.75 1 30 151 6
251172 IPA Teknik Elektro UNIV BGKL Universitas Bengkulu 25 50.04 1 30 95 6
251186 IPA Ilmu Kelautan UNIV BGKL Universitas Bengkulu 25 46.33 1 20 54 4
251194 IPA Pendidikan Dokter UNIV BGKL Universitas Bengkulu 25 50.00 1 9 0 1
271011 IPA Agroekoteknologi UNILA Universitas Lampung 27 39.86 1 96 484 48
271025 IPA Agribisnis UNILA Universitas Lampung 27 39.86 1 48 496 24
271033 IPA Teknik Geofisika UNILA Universitas Lampung 27 49.75 1 24 163 12
271041 IPA Teknik Sipil UNILA Universitas Lampung 27 51.66 1 48 572 24
271055 IPA Kimia UNILA Universitas Lampung 27 41.38 1 28 155 14
271063 IPA Biologi UNILA Universitas Lampung 27 41.30 1 28 316 14
271071 IPA Teknologi Industri Pertanian UNILA Universitas Lampung 27 44.80 1 28 372 14
271093 IPA Kehutanan UNILA Universitas Lampung 27 38.75 1 28 242 14
271106 IPA Keteknikan Pertanian UNILA Universitas Lampung 27 41.25 1 24 349 12
271114 IPA Matematika UNILA Universitas Lampung 27 41.66 1 32 210 16
271122 IPA Fisika UNILA Universitas Lampung 27 42.75 1 28 105 14
271136 IPA Teknik Mesin UNILA Universitas Lampung 27 45.83 1 32 380 16
271144 IPA Teknik Elektro UNILA Universitas Lampung 27 47.38 1 40 341 20
271152 IPA Pend. Matematika UNILA Universitas Lampung 27 39.44 1 32 1209 16
271166 IPA Pend. Fisika UNILA Universitas Lampung 27 39.33 1 32 657 16
271174 IPA Pend. Kimia UNILA Universitas Lampung 27 39.44 1 32 769 16
271182 IPA Pend. Biologi UNILA Universitas Lampung 27 37.77 1 32 1611 16
271196 IPA Teknik Kimia UNILA Universitas Lampung 27 51.66 1 24 144 12
271203 IPA Pend. Dokter UNILA Universitas Lampung 27 54.27 1 40 1410 20
271211 IPA Budidaya Perairan UNILA Universitas Lampung 27 42.44 1 28 307 14
6. 271225 IPA Ilmu Komputer UNILA Universitas Lampung 27 48.50 1 24 1523 12
301016 IPA Pend. Matematika UNJ Universitas Negeri Jakarta 30 40.22 1 33 698 10
301024 IPA Pend. Fisika UNJ Universitas Negeri Jakarta 30 39.51 1 33 236 10
301032 IPA Pend. Kimia UNJ Universitas Negeri Jakarta 30 40.19 1 33 455 10
301046 IPA Pend. Biologi UNJ Universitas Negeri Jakarta 30 37.64 1 33 588 10
301054 IPA Matematika UNJ Universitas Negeri Jakarta 30 41.25 1 33 245 10
301062 IPA Fisika UNJ Universitas Negeri Jakarta 30 43.08 1 33 83 10
301076 IPA Kimia UNJ Universitas Negeri Jakarta 30 43.08 1 33 207 10
301084 IPA Biologi UNJ Universitas Negeri Jakarta 30 43.29 1 33 227 10
301092 IPA Pend. Teknik Elektro UNJ Universitas Negeri Jakarta 30 43.13 1 53 171 13
301105 IPA Pend. Teknik Mesin UNJ Universitas Negeri Jakarta 30 42.65 1 45 241 13
301113 IPA Pend Teknik Bangunan UNJ Universitas Negeri Jakarta 30 40.50 1 39 88 12
301121 IPA Ilmu Keolahragaan UNJ Universitas Negeri Jakarta 30 42.14 1 33 85 8
301133 IPA Pend. Teknik Informatika dan Komputer UNJ Universitas Negeri Jakarta 30 42.00 1 38 1193 12
301143 IPA Pend. Teknik Elektronika UNJ Universitas Negeri Jakarta 30 45.00 1 53 75 13
311011 IPA Pendidikan Dokter UI Universitas Indonesia 31 58.10 1 36 1979 72
311025 IPA Pend Dokter Gigi UI Universitas Indonesia 31 52.60 1 20 645 40
311033 IPA Matematika UI Universitas Indonesia 31 47.95 1 31 363 23
311041 IPA Fisika UI Universitas Indonesia 31 49.00 1 31 244 23
311055 IPA Kimia UI Universitas Indonesia 31 51.60 1 25 310 17
311063 IPA Biologi UI Universitas Indonesia 31 49.30 1 28 317 20
311071 IPA Farmasi UI Universitas Indonesia 31 52.60 1 24 586 24
311085 IPA Geografi UI Universitas Indonesia 31 45.75 1 43 305 5
311093 IPA Teknik Sipil UI Universitas Indonesia 31 55.00 1 11 394 23
311106 IPA Teknik Mesin UI Universitas Indonesia 31 59.00 1 11 402 23
311114 IPA Teknik Elektro UI Universitas Indonesia 31 61.51 1 11 296 23
311122 IPA Teknik Metalurgi dan Material UI Universitas Indonesia 31 51.66 1 12 369 25
311136 IPA Arsitektur UI Universitas Indonesia 31 56.02 1 11 422 22
311144 IPA Teknik Kimia UI Universitas Indonesia 31 61.00 1 11 437 22
311152 IPA Ilmu Keperawatan UI Universitas Indonesia 31 47.00 1 42 448 30
311166 IPA Ilmu Komputer UI Universitas Indonesia 31 51.69 1 24 633 48
311174 IPA Ilmu Kesehatan Masyarakat UI Universitas Indonesia 31 51.94 1 60 1434 30
311182 IPA Teknik Industri UI Universitas Indonesia 31 61.40 1 12 512 25
311196 IPA Teknik Perkapalan UI Universitas Indonesia 31 47.12 1 10 140 20
311203 IPA Teknik Lingkungan UI Universitas Indonesia 31 53.88 1 10 366 20
311211 IPA Teknik Komputer UI Universitas Indonesia 31 49.55 1 10 589 20
311225 IPA Sistem Informasi UI Universitas Indonesia 31 50.00 1 20 595 40
311233 IPA Arsitektur Interior UI Universitas Indonesia 31 51.41 1 10 600 20
311241 IPA Teknologi Bioproses UI Universitas Indonesia 31 44.50 1 10 375 20
311255 IPA Gizi UI Universitas Indonesia 31 50.04 1 30 786 15
321012 IPA Sosial Ekonomi Pertanian(Agribisnis) UIN JKT UIN Syarief Hidayatullah Jakarta 32 44.53 1 50 90 0
321026 IPA Teknik Informatika UIN JKT UIN Syarief Hidayatullah Jakarta 32 50.00 1 50 448 0
321034 IPA Sistem Informasi UIN JKT UIN Syarief Hidayatullah Jakarta 32 50.04 1 50 225 0
321042 IPA Matematika UIN JKT UIN Syarief Hidayatullah Jakarta 32 41.26 1 25 78 0
321056 IPA Biologi UIN JKT UIN Syarief Hidayatullah Jakarta 32 43.29 1 25 69 0
321064 IPA Kimia UIN JKT UIN Syarief Hidayatullah Jakarta 32 37.68 1 50 78 0
321072 IPA Fisika UIN JKT UIN Syarief Hidayatullah Jakarta 32 36.00 1 25 36 0
321086 IPA Kesehatan Masyarakat UIN JKT UIN Syarief Hidayatullah Jakarta 32 43.00 1 100 345 0
321094 IPA Farmasi UIN JKT UIN Syarief Hidayatullah Jakarta 32 47.80 1 100 425 0
7. 321101 IPA Ilmu Keperawatan UIN JKT UIN Syarief Hidayatullah Jakarta 32 42.75 1 40 193 0
321115 IPA Pend. Dokter UIN JKT UIN Syarief Hidayatullah Jakarta 32 53.83 1 60 744 0
321123 IPA Pend. (Tadris) Matematika UIN JKT UIN Syarief Hidayatullah Jakarta 32 39.84 1 40 206 0
321131 IPA Pend. (Tadris) Fisika UIN JKT UIN Syarief Hidayatullah Jakarta 32 41.41 1 20 63 0
321145 IPA Pend. (Tadris) Kimia UIN JKT UIN Syarief Hidayatullah Jakarta 32 39.53 1 20 85 0
321153 IPA Pend. (Tadris) Biologi UIN JKT UIN Syarief Hidayatullah Jakarta 32 40.71 1 40 147 0
331013 IPA Agrobisnis IPB Institut Pertanian Bogor 33 49.00 1 20 521 80
331021 IPA Agronomi dan Hortikultura IPB Institut Pertanian Bogor 33 44.30 1 35 338 105
331035 IPA Arsitektur Lansekap IPB Institut Pertanian Bogor 33 44.80 1 13 180 41
331043 IPA Biokimia IPB Institut Pertanian Bogor 33 50.01 1 18 173 52
331051 IPA Biologi IPB Institut Pertanian Bogor 33 47.19 1 20 180 70
331065 IPA Ekonomi Sumberdaya dan Lingkungan IPB Institut Pertanian Bogor 33 41.12 1 15 103 75
331081 IPA Ilmu dan Teknologi Kelautan IPB Institut Pertanian Bogor 33 46.00 1 30 183 40
331102 IPA Ilmu Komputer IPB Institut Pertanian Bogor 33 50.91 1 20 549 63
331116 IPA Kedokteran Hewan IPB Institut Pertanian Bogor 33 48.19 1 30 316 120
331124 IPA Kimia IPB Institut Pertanian Bogor 33 48.00 1 18 112 57
331132 IPA Sains Komunikasi dan Pengembangan Masyarakat
IPB Institut Pertanian Bogor 33 41.00 1 28 359 88
331146 IPA Konservasi Sumber Daya Hutan dan EkowisataIPB Institut Pertanian Bogor 33 43.13 1 20 194 65
331154 IPA Manajemen Hutan IPB Institut Pertanian Bogor 33 44.58 1 20 155 65
331221 IPA Statistika IPB Institut Pertanian Bogor 33 49.04 1 12 190 54
331235 IPA Teknik Mesin dan Biosistem IPB Institut Pertanian Bogor 33 50.04 1 24 70 84
331243 IPA Teknologi Hasil Hutan IPB Institut Pertanian Bogor 33 40.55 1 16 104 50
331265 IPA Teknologi Industri Pertanian IPB Institut Pertanian Bogor 33 54.11 1 24 446 84
331273 IPA Teknologi Pangan IPB Institut Pertanian Bogor 33 51.66 1 33 528 75
331281 IPA Nutrisi dan Teknologi pakan IPB Institut Pertanian Bogor 33 44.72 1 25 162 35
331295 IPA Teknologi Produksi Ternak IPB Institut Pertanian Bogor 33 38.84 1 25 165 35
331316 IPA Teknik Sipil dan Lingkungan IPB Institut Pertanian Bogor 33 42.00 1 14 218 49
331324 IPA Teknologi dan Manajemen Perikanan BudidayaIPB Institut Pertanian Bogor 33 36.00 1 30 195 40
331332 IPA Ekonomi dan Studi Pembangunan IPB Institut Pertanian Bogor 33 44.25 1 25 184 60
331346 IPA Manajemen IPB Institut Pertanian Bogor 33 47.03 1 30 349 75
331354 IPA Ilmu Gizi IPB Institut Pertanian Bogor 33 52.20 1 23 707 73
331362 IPA Ilmu Ekonomi Syariah IPB Institut Pertanian Bogor 33 43.00 1 20 660 25
331376 IPA Manajemen Sumberdaya Lahan IPB Institut Pertanian Bogor 33 39.00 1 0 0 71
331384 IPA Proteksi Tanaman IPB Institut Pertanian Bogor 33 38.00 1 0 0 75
331392 IPA Manajemen Sumberdaya Perairan IPB Institut Pertanian Bogor 33 40.69 1 0 0 70
331405 IPA Teknologi Hasil Perairan IPB Institut Pertanian Bogor 33 41.25 1 0 0 70
331413 IPA Teknologi dan Manajemen Perikanan TangkapIPB Institut Pertanian Bogor 33 36.00 1 0 0 70
331421 IPA Silvikultur IPB Institut Pertanian Bogor 33 41.00 1 0 0 70
331435 IPA Meteorologi Terapan IPB Institut Pertanian Bogor 33 49.07 1 0 0 50
331443 IPA Matematika IPB Institut Pertanian Bogor 33 44.02 1 0 0 58
331451 IPA Fisika IPB Institut Pertanian Bogor 33 45.75 1 0 0 58
331465 IPA Ilmu Keluarga dan Konsumen IPB Institut Pertanian Bogor 33 44.38 1 0 0 55
341014 IPA Pend. Matematika UPI Institut Pertanian Bogor 34 40.22 1 30 930 20
341022 IPA Pend. Fisika UPI Universitas Pendidikan Indonesia 34 39.51 1 25 486 25
341036 IPA Pend. Biologi UPI Universitas Pendidikan Indonesia 34 40.55 1 30 1168 20
341044 IPA Pend. Kimia UPI Universitas Pendidikan Indonesia 34 40.19 1 30 879 20
341052 IPA Pend. Ilmu Komputer UPI Universitas Pendidikan Indonesia 34 41.41 1 30 1035 18
341066 IPA Matematika UPI Universitas Pendidikan Indonesia 34 43.18 1 15 208 10
341074 IPA Fisika UPI Universitas Pendidikan Indonesia 34 43.08 1 12 68 12
8. 341082 IPA Biologi UPI Universitas Pendidikan Indonesia 34 43.14 1 15 342 10
341096 IPA Kimia UPI Universitas Pendidikan Indonesia 34 43.08 1 15 269 10
341103 IPA Ilmu Komputer UPI Universitas Pendidikan Indonesia 34 49.71 1 22 1149 15
341111 IPA Pend. Teknik Arsitektur UPI Universitas Pendidikan Indonesia 34 42.00 1 30 236 8
341125 IPA Pend Teknik Bangunan UPI Universitas Pendidikan Indonesia 34 40.50 1 33 26 10
341141 IPA Pend. Teknik Elektro UPI Universitas Pendidikan Indonesia 34 43.13 1 50 261 10
341155 IPA Pend. Teknik Mesin UPI Universitas Pendidikan Indonesia 34 42.65 1 48 310 10
341163 IPA Ilmu Keolahragaan UPI Universitas Pendidikan Indonesia 34 42.14 1 40 151 10
341171 IPA Teknik Tenaga Elektrik UPI Universitas Pendidikan Indonesia 34 37.75 1 30 129 7
341185 IPA Pend. Teknologi Agroindustri UPI Universitas Pendidikan Indonesia 34 42.00 1 24 118 15
341193 IPA Teknik Sipil UPI Universitas Pendidikan Indonesia 34 50.00 1 27 478 10
341206 IPA International Program on Science of EducationUPI
(IPSE) Universitas Pendidikan Indonesia 34 38.43 1 5 0 10
341214 IPA Teknik Arsitektur UPI Universitas Pendidikan Indonesia 34 44.56 1 27 0 10
351015 IPA Fakultas Ilmu dan Teknologi Kebumian (FITB) ITB Institut Teknologi Bandung 35 53.47 1 111 1468 177
351023 IPA Fakultas Teknik Pertambangan dan Perminyakan (FTTM)
ITB Institut Teknologi Bandung 35 53.57 1 98 2611 157
351031 IPA Fakultas Matematika dan Ilmu Pengetahuan Alam (FMIPA)
ITB Institut Teknologi Bandung 35 52.94 1 152 1436 229
351045 IPA Fakultas Teknik Sipil dan Lingkungan (FTSL) ITB Institut Teknologi Bandung 35 53.20 1 124 1660 197
351053 IPA Sekolah Farmasi ITB Institut Teknologi Bandung 35 54.71 1 70 686 111
351061 IPA Sekolah Ilmu dan Teknologi Hayati (SITH) ITB Institut Teknologi Bandung 35 51.20 1 67 610 105
351075 IPA Sekolah Teknik Elektro dan Informatika (STEI) ITB Institut Teknologi Bandung 35 65.07 1 168 2197 262
351083 IPA Fakultas Teknologi Industri (FTI) ITB Institut Teknologi Bandung 35 64.93 1 157 1463 242
351091 IPA Fakultas Teknik Mesin dan Dirgantara (FTMD) ITB Institut Teknologi Bandung 35 53.23 1 107 1292 167
351104 IPA Sekolah Arsitektur, Perencanaan dan Pengembangan Kebijakan (SAPPK)
ITB Institut Teknologi Bandung 35 57.00 1 83 1217 131
361016 IPA Pendidikan Dokter UNPAD Universitas Padjadjaran 36 56.78 1 156 3443 42
361024 IPA Matematika UNPAD Universitas Padjadjaran 36 44.25 1 54 318 14
361032 IPA Kimia UNPAD Universitas Padjadjaran 36 45.43 1 63 466 16
361046 IPA Fisika UNPAD Universitas Padjadjaran 36 40.32 1 41 249 10
361054 IPA Biologi UNPAD Universitas Padjadjaran 36 43.51 1 63 381 16
361062 IPA Statistika UNPAD Universitas Padjadjaran 36 46.21 1 54 583 14
361076 IPA Agroteknologi UNPAD Universitas Padjadjaran 36 42.54 1 135 737 34
361084 IPA Sosek Pertanian / Agribisnis UNPAD Universitas Padjadjaran 36 45.49 1 77 693 20
361092 IPA Pend. Dokter Gigi UNPAD Universitas Padjadjaran 36 50.75 1 81 1188 22
361105 IPA Ilmu Peternakan UNPAD Universitas Padjadjaran 36 38.13 1 250 475 51
361113 IPA Perikanan UNPAD Universitas Padjadjaran 36 41.00 1 103 175 24
361121 IPA Ilmu Keperawatan UNPAD Universitas Padjadjaran 36 45.60 1 90 1042 22
361135 IPA Ilmu Kelautan UNPAD Universitas Padjadjaran 36 44.73 1 49 278 11
361143 IPA Teknologi Pangan UNPAD Universitas Padjadjaran 36 47.74 1 71 769 16
361151 IPA Teknik Pertanian UNPAD Universitas Padjadjaran 36 42.59 1 74 504 16
361165 IPA Farmasi UNPAD Universitas Padjadjaran 36 52.42 1 108 2017 27
361173 IPA Ilmu Geologi UNPAD Universitas Padjadjaran 36 44.21 1 130 1217 31
361181 IPA Psikologi UNPAD Universitas Padjadjaran 36 53.28 1 94 1464 23
361195 IPA Geofisika UNPAD Universitas Padjadjaran 36 48.30 1 23 0 6
371011 IPA Pend. Matematika UIN SG UIN Sunan Gunung Djati 37 43.41 1 20 181 0
371025 IPA Matematika UIN SG UIN Sunan Gunung Djati 37 41.27 1 20 44 0
371033 IPA Biologi UIN SG UIN Sunan Gunung Djati 37 43.51 1 20 126 0
371041 IPA Fisika UIN SG UIN Sunan Gunung Djati 37 35.00 1 20 47 0
371055 IPA Kimia UIN SG UIN Sunan Gunung Djati 37 41.19 1 20 69 0
371063 IPA Teknik Informatika UIN SG UIN Sunan Gunung Djati 37 50.00 1 30 361 0
371071 IPA Teknik Elektro UIN SG UIN Sunan Gunung Djati 37 50.04 1 20 54 0
9. 371085 IPA Pertanian/Agroteknologi UIN SG UIN Sunan Gunung Djati 37 35.00 1 20 37 0
381012 IPA Teknik Mesin USAT Universitas Sultan Ageng Tirtayasa 38 49.75 1 28 216 8
381026 IPA Teknik Elektro USAT Universitas Sultan Ageng Tirtayasa 38 50.04 1 14 220 4
381034 IPA Teknik Industri USAT Universitas Sultan Ageng Tirtayasa 38 50.10 1 28 431 8
381043 IPA Teknik Metalurgi USAT Universitas Sultan Ageng Tirtayasa 38 50.01 1 14 128 4
381056 IPA Teknik Kimia USAT Universitas Sultan Ageng Tirtayasa 38 50.04 1 28 285 8
381064 IPA Teknik Sipil USAT Universitas Sultan Ageng Tirtayasa 38 50.00 1 14 264 4
381072 IPA Agribisnis USAT Universitas Sultan Ageng Tirtayasa 38 41.38 1 42 298 12
381086 IPA Agroekoteknologi USAT Universitas Sultan Ageng Tirtayasa 38 40.21 1 42 104 12
381094 IPA Perikanan USAT Universitas Sultan Ageng Tirtayasa 38 41.00 1 32 121 9
381101 IPA Pend. Biologi USAT Universitas Sultan Ageng Tirtayasa 38 39.16 1 25 750 70
381115 IPA Pend. Matematika USAT Universitas Sultan Ageng Tirtayasa 38 41.38 1 25 548 7
411011 IPA Biologi UNSOED Universitas Jenderal Soedirman 41 42.72 2 108 233 12
411025 IPA Kimia UNSOED Universitas Jenderal Soedirman 41 41.75 2 32 79 4
411033 IPA Matematika UNSOED Universitas Jenderal Soedirman 41 42.16 2 32 91 4
411041 IPA Fisika UNSOED Universitas Jenderal Soedirman 41 37.30 2 32 47 4
411055 IPA Manajemen Sumberdaya Perairan UNSOED Universitas Jenderal Soedirman 41 40.69 2 25 44 5
411063 IPA Budidaya Perairan UNSOED Universitas Jenderal Soedirman 41 42.60 2 25 47 5
411071 IPA Teknik Pertanian UNSOED Universitas Jenderal Soedirman 41 47.16 2 49 115 5
411085 IPA Teknik Elektro UNSOED Universitas Jenderal Soedirman 41 50.04 2 40 161 8
411093 IPA Teknik Sipil UNSOED Universitas Jenderal Soedirman 41 49.81 2 40 202 8
411106 IPA Pend. Dokter UNSOED Universitas Jenderal Soedirman 41 52.12 2 50 901 10
411114 IPA Kesehatan Masyarakat UNSOED Universitas Jenderal Soedirman 41 43.83 2 50 309 10
411122 IPA Ilmu Keperawatan UNSOED Universitas Jenderal Soedirman 41 41.14 2 50 177 10
411136 IPA Farmasi UNSOED Universitas Jenderal Soedirman 41 48.55 2 40 317 6
411144 IPA Teknik Geologi UNSOED Universitas Jenderal Soedirman 41 49.71 2 40 137 8
411152 IPA Ilmu Kelautan UNSOED Universitas Jenderal Soedirman 41 46.94 2 25 46 5
411166 IPA Agroteknologi UNSOED Universitas Jenderal Soedirman 41 41.66 2 108 155 12
411174 IPA Agribisnis UNSOED Universitas Jenderal Soedirman 41 40.55 2 49 141 5
411182 IPA Ilmu dan Teknologi Pangan UNSOED Universitas Jenderal Soedirman 41 45.00 2 49 102 5
411196 IPA Peternakan UNSOED Universitas Jenderal Soedirman 41 39.86 2 162 139 18
421012 IPA Pend. Matematika UNNES Universitas Negeri Semarang 42 40.22 2 113 702 32
421026 IPA Pend. Fisika UNNES Universitas Negeri Semarang 42 39.51 2 82 343 24
421034 IPA Pend. Kimia UNNES Universitas Negeri Semarang 42 40.19 2 82 388 23
421042 IPA Pend. Biologi UNNES Universitas Negeri Semarang 42 40.55 2 82 466 23
421056 IPA Pend. Teknik Bangunan UNNES Universitas Negeri Semarang 42 40.50 2 56 53 16
421064 IPA Pend. Teknik Mesin UNNES Universitas Negeri Semarang 42 42.65 2 84 242 24
421072 IPA Pend. Teknik Elektro UNNES Universitas Negeri Semarang 42 43.13 2 56 119 16
421086 IPA Ilmu Keolahragaan UNNES Universitas Negeri Semarang 42 42.15 2 84 113 24
421094 IPA Matematika UNNES Universitas Negeri Semarang 42 43.18 2 31 72 9
421101 IPA Fisika UNNES Universitas Negeri Semarang 42 43.19 2 31 26 9
421115 IPA Kimia UNNES Universitas Negeri Semarang 42 43.19 2 31 57 9
421123 IPA Biologi UNNES Universitas Negeri Semarang 42 42.50 2 31 66 9
421131 IPA Kesehatan Masyarakat UNNES Universitas Negeri Semarang 42 43.55 2 140 473 40
421145 IPA Pend. Ilmu Pengetahuan Alam UNNES Universitas Negeri Semarang 42 41.38 2 31 432 9
421153 IPA Pend. Teknik Informatika dan Komputer (PTIK)UNNES Universitas Negeri Semarang 42 40.00 2 140 1291 40
421161 IPA Teknik Arsitektur UNNES Universitas Negeri Semarang 42 44.53 2 56 0 16
431013 IPA Ilmu Kesehatan Masyarakat UNDIP Universitas Diponegoro 43 51.66 2 164 935 92
431021 IPA Pend. Dokter UNDIP Universitas Diponegoro 43 55.31 2 40 1747 80
10. 431035 IPA Ilmu Keperawatan UNDIP Universitas Diponegoro 43 43.58 2 96 491 34
431043 IPA Ilmu Gizi UNDIP Universitas Diponegoro 43 50.04 2 62 572 21
431051 IPA Matematika UNDIP Universitas Diponegoro 43 45.27 2 52 168 26
431065 IPA Biologi UNDIP Universitas Diponegoro 43 43.72 2 48 129 24
431073 IPA Kimia UNDIP Universitas Diponegoro 43 47.61 2 56 114 28
431081 IPA Fisika UNDIP Universitas Diponegoro 43 46.83 2 46 67 14
431095 IPA Statistika UNDIP Universitas Diponegoro 43 47.88 2 48 279 24
431102 IPA Teknik Informatika UNDIP Universitas Diponegoro 43 50.00 2 56 658 28
431116 IPA Manajemen Sumberdaya Perairan UNDIP Universitas Diponegoro 43 40.69 2 80 102 15
431124 IPA Budidaya Perairan UNDIP Universitas Diponegoro 43 42.60 2 80 78 15
431132 IPA Pemanfaatan SD Perikanan UNDIP Universitas Diponegoro 43 40.55 2 80 153 15
431146 IPA Ilmu Kelautan UNDIP Universitas Diponegoro 43 46.94 2 80 259 15
431154 IPA Oseanografi UNDIP Universitas Diponegoro 43 44.05 2 80 147 10
431162 IPA Teknologi Hasil Perikanan UNDIP Universitas Diponegoro 43 45.13 2 80 95 15
431176 IPA Teknik Sipil UNDIP Universitas Diponegoro 43 52.52 2 120 615 60
431184 IPA Teknik Arsitektur UNDIP Universitas Diponegoro 43 52.32 2 96 385 48
431192 IPA Teknik Mesin UNDIP Universitas Diponegoro 43 53.66 2 80 448 40
431205 IPA Teknik Kimia UNDIP Universitas Diponegoro 43 58.72 2 96 578 48
431213 IPA Teknik Elektro UNDIP Universitas Diponegoro 43 59.00 2 80 450 40
431221 IPA Teknik Perencanaan Wilayah & Kota UNDIP Universitas Diponegoro 43 50.66 2 64 446 32
431235 IPA Teknik Industri UNDIP Universitas Diponegoro 43 56.69 2 60 336 30
431243 IPA Teknik Lingkungan UNDIP Universitas Diponegoro 43 49.66 2 60 179 30
431251 IPA Teknik Perkapalan UNDIP Universitas Diponegoro 43 54.77 2 60 121 30
431265 IPA Teknik Geologi UNDIP Universitas Diponegoro 43 46.96 2 48 368 24
431273 IPA Teknik Geodesi UNDIP Universitas Diponegoro 43 50.10 2 40 192 20
431281 IPA Sistem Komputer UNDIP Universitas Diponegoro 43 47.16 2 48 395 24
431295 IPA Peternakan UNDIP Universitas Diponegoro 43 45.19 2 140 216 70
441014 IPA Pend. Dokter UNS Universitas Sebelas Maret 44 55.41 2 97 4372 64
441022 IPA Psikologi UNS Universitas Sebelas Maret 44 50.14 2 77 947 13
441036 IPA Agroteknologi/Agroekoteknologi UNS Universitas Sebelas Maret 44 45.64 2 66 363 32
441044 IPA Agribisnis UNS Universitas Sebelas Maret 44 44.58 2 66 483 32
441052 IPA Peternakan UNS Universitas Sebelas Maret 44 40.80 2 46 207 22
441066 IPA Ilmu dan Teknologi Pangan UNS Universitas Sebelas Maret 44 49.02 2 46 442 22
441074 IPA Teknik Sipil UNS Universitas Sebelas Maret 44 52.70 2 70 1000 28
441082 IPA Arsitektur UNS Universitas Sebelas Maret 44 47.77 2 40 372 16
441096 IPA Teknik Industri UNS Universitas Sebelas Maret 44 56.39 2 25 456 10
441103 IPA Teknik Mesin UNS Universitas Sebelas Maret 44 50.00 2 28 480 11
441111 IPA Teknik Kimia UNS Universitas Sebelas Maret 44 52.06 2 34 356 13
441125 IPA Matematika UNS Universitas Sebelas Maret 44 44.72 2 56 289 15
441133 IPA Fisika UNS Universitas Sebelas Maret 44 44.05 2 40 87 20
441141 IPA Kimia UNS Universitas Sebelas Maret 44 44.64 2 45 202 19
441155 IPA Biologi UNS Universitas Sebelas Maret 44 43.62 2 48 190 20
441163 IPA Perencanaan Wilayah dan Kota (PWK) UNS Universitas Sebelas Maret 44 51.26 2 20 336 8
441171 IPA Teknik Informatika UNS Universitas Sebelas Maret 44 51.69 2 36 0 11
441185 IPA Pend. Fisika UNS Universitas Sebelas Maret 44 41.38 2 38 691 10
441193 IPA Pend. Kimia UNS Universitas Sebelas Maret 44 40.69 2 38 785 10
441206 IPA Pend. Biologi UNS Universitas Sebelas Maret 44 37.77 2 38 1021 10
441214 IPA Pend. Matematika UNS Universitas Sebelas Maret 44 44.72 2 38 1326 10
441222 IPA Pend. Teknik Mesin UNS Universitas Sebelas Maret 44 42.65 2 28 346 20
11. 441236 IPA Pend Teknik Bangunan UNS Universitas Sebelas Maret 44 40.50 2 28 69 20
461016 IPA Pend. Matematika UNY Universitas Negeri Yogyakarta 46 40.22 2 27 1143 18
461024 IPA Pend. Fisika UNY Universitas Negeri Yogyakarta 46 39.51 2 27 509 18
461032 IPA Pend. Kimia UNY Universitas Negeri Yogyakarta 46 40.19 2 27 787 18
461046 IPA Pend. Biologi UNY Universitas Negeri Yogyakarta 46 40.55 2 27 837 18
461054 IPA Pend. Teknik Elektronika UNY Universitas Negeri Yogyakarta 46 41.00 2 16 147 8
461062 IPA Pend. Teknik Otomotif UNY Universitas Negeri Yogyakarta 46 43.00 2 32 450 16
461076 IPA Pend. Teknik Mesin UNY Universitas Negeri Yogyakarta 46 42.65 2 32 273 16
461084 IPA Pend. Teknik Elektro UNY Universitas Negeri Yogyakarta 46 43.13 2 32 215 16
461092 IPA Pend. Teknik Sipil dan Perencanaan UNY Universitas Negeri Yogyakarta 46 41.00 2 32 335 16
461105 IPA Matematika UNY Universitas Negeri Yogyakarta 46 43.18 2 27 233 18
461113 IPA Fisika UNY Universitas Negeri Yogyakarta 46 43.08 2 27 42 18
461121 IPA Kimia UNY Universitas Negeri Yogyakarta 46 43.08 2 27 240 18
461135 IPA Biologi UNY Universitas Negeri Yogyakarta 46 42.50 2 27 173 18
461143 IPA Pend. Teknik Mekatronika UNY Universitas Negeri Yogyakarta 46 42.00 2 32 85 16
461151 IPA Pend. Teknik Informatika UNY Universitas Negeri Yogyakarta 46 53.71 2 54 1758 18
461165 IPA Pend. Ilmu Pengetahuan Alam UNY Universitas Negeri Yogyakarta 46 46.50 2 27 596 18
461173 IPA Ilmu Keolahragaan UNY Universitas Negeri Yogyakarta 46 42.14 2 31 131 19
471271 IPA Penyuluhan dan Komunikasi Pertanian UGM Universitas Gadjah Mada 47 44.30 2 32 40 13
471306 IPA Manajemen Sumberdaya Perikanan UGM Universitas Gadjah Mada 47 40.69 2 32 50 13
471011 IPA Biologi UGM Universitas Gadjah Mada 47 47.72 2 128 194 92
471025 IPA Farmasi UGM Universitas Gadjah Mada 47 51.53 2 120 949 80
471033 IPA Geografi dan Ilmu Lingkungan UGM Universitas Gadjah Mada 47 45.60 2 61 190 34
471041 IPA Kartografi dan Penginderaan Jauh UGM Universitas Gadjah Mada 47 44.47 2 45 159 30
471055 IPA Pembangunan Wilayah UGM Universitas Gadjah Mada 47 51.26 2 45 73 30
471063 IPA Pend. Dokter UGM Universitas Gadjah Mada 47 57.70 2 127 1361 143
471071 IPA Ilmu Keperawatan UGM Universitas Gadjah Mada 47 46.04 2 72 350 48
471085 IPA Gizi Kesehatan UGM Universitas Gadjah Mada 47 50.04 2 64 550 41
471093 IPA Pend. Dokter Gigi UGM Universitas Gadjah Mada 47 52.35 2 79 498 73
471106 IPA Pend. Dokter Hewan UGM Universitas Gadjah Mada 47 48.19 2 110 269 115
471152 IPA Fisika UGM Universitas Gadjah Mada 47 49.20 2 46 50 29
471166 IPA Kimia UGM Universitas Gadjah Mada 47 51.50 2 113 188 67
471174 IPA Matematika UGM Universitas Gadjah Mada 47 48.44 2 44 96 36
471182 IPA Ilmu Komputer UGM Universitas Gadjah Mada 47 45.65 2 49 555 56
471196 IPA Statistika UGM Universitas Gadjah Mada 47 50.04 2 43 189 37
471203 IPA Geofisika UGM Universitas Gadjah Mada 47 50.19 2 47 163 33
471211 IPA Elektronika & Instrumentasi UGM Universitas Gadjah Mada 47 52.04 2 46 141 49
471225 IPA Agronomi UGM Universitas Gadjah Mada 47 45.05 2 29 57 11
471233 IPA Pemuliaan Tanaman UGM Universitas Gadjah Mada 47 45.33 2 22 22 8
471241 IPA Ilmu Tanah UGM Universitas Gadjah Mada 47 46.02 2 29 49 11
471255 IPA Sosial Ekonomi Pertanian/Agribisnis UGM Universitas Gadjah Mada 47 47.60 2 52 130 18
471263 IPA Ilmu Hama dan Penyakit Tumbuhan UGM Universitas Gadjah Mada 47 44.16 2 37 65 13
471285 IPA Budidaya Perikanan UGM Universitas Gadjah Mada 47 44.83 2 32 54 13
471293 IPA Teknologi Hasil Perikanan UGM Universitas Gadjah Mada 47 41.25 2 32 40 13
471314 IPA Mikrobiologi Pertanian UGM Universitas Gadjah Mada 47 45.00 2 22 30 8
471322 IPA Ilmu dan Industri Peternakan UGM Universitas Gadjah Mada 47 45.16 2 160 158 70
471336 IPA Arsitektur UGM Universitas Gadjah Mada 47 53.61 2 41 369 29
471344 IPA Perencanaan Wilayah dan Kota UGM Universitas Gadjah Mada 47 51.26 2 41 268 29
471352 IPA Teknik Geodesi UGM Universitas Gadjah Mada 47 50.10 2 57 166 33
12. 471366 IPA Teknik Geologi UGM Universitas Gadjah Mada 47 49.65 2 67 505 53
471374 IPA Teknik Kimia UGM Universitas Gadjah Mada 47 60.62 2 91 307 59
471382 IPA Teknik Elektro UGM Universitas Gadjah Mada 47 61.65 2 56 320 64
471396 IPA Teknik Mesin UGM Universitas Gadjah Mada 47 57.76 2 74 355 66
471403 IPA Teknik Sipil dan Lingkungan UGM Universitas Gadjah Mada 47 54.60 2 125 714 75
471411 IPA Teknik Nuklir UGM Universitas Gadjah Mada 47 55.30 2 26 108 24
471425 IPA Fisika Teknik UGM Universitas Gadjah Mada 47 52.46 2 81 72 49
471433 IPA Teknik Industri UGM Universitas Gadjah Mada 47 61.00 2 74 338 66
471441 IPA Teknik Pertanian UGM Universitas Gadjah Mada 47 50.61 2 65 130 35
471455 IPA Teknologi Pangan dan Hasil Pertanian UGM Universitas Gadjah Mada 47 47.66 2 50 241 50
471463 IPA Teknologi Industri Pertanian UGM Universitas Gadjah Mada 47 52.36 2 65 159 35
471471 IPA Ilmu Keperawatan Gigi UGM Universitas Gadjah Mada 47 47.95 2 58 67 17
471485 IPA Kehutanan UGM Universitas Gadjah Mada 47 43.50 2 180 582 120
471493 IPA Teknologi Informasi UGM Universitas Gadjah Mada 47 45.54 2 33 893 32
481012 IPA Matematika UIN SK UIN Sunan Kalijaga 48 41.38 2 30 36 3
481026 IPA Fisika UIN SK UIN Sunan Kalijaga 48 34.60 2 30 26 4
481034 IPA Kimia UIN SK UIN Sunan Kalijaga 48 40.10 2 30 47 4
481042 IPA Biologi UIN SK UIN Sunan Kalijaga 48 43.62 2 30 37 3
481056 IPA Teknik Informatika UIN SK UIN Sunan Kalijaga 48 49.81 2 30 362 4
481064 IPA Teknik Industri UIN SK UIN Sunan Kalijaga 48 50.10 2 30 119 4
481072 IPA Pend. Matematika UIN SK UIN Sunan Kalijaga 48 41.38 2 30 275 4
481086 IPA Pend. Fisika UIN SK UIN Sunan Kalijaga 48 39.51 2 30 104 4
481094 IPA Pend. Kim ia UIN SK UIN Sunan Kalijaga 48 41.38 2 30 161 4
481101 IPA Pend. Biologi UIN SK UIN Sunan Kalijaga 48 37.91 2 30 228 3
501016 IPA Pend. Matematika UN SBY Universitas Negeri Surabaya 50 40.22 3 30 902 30
501024 IPA Pend. Fisika UN SBY Universitas Negeri Surabaya 50 39.51 3 25 447 25
501032 IPA Pend. Kimia UN SBY Universitas Negeri Surabaya 50 40.19 3 25 643 25
501046 IPA Pend. Biologi UN SBY Universitas Negeri Surabaya 50 40.55 3 20 782 15
501054 IPA Matematika UN SBY Universitas Negeri Surabaya 50 43.18 3 10 211 15
501062 IPA Fisika UN SBY Universitas Negeri Surabaya 50 43.08 3 18 75 16
501076 IPA Kimia UN SBY Universitas Negeri Surabaya 50 43.08 3 15 156 10
501084 IPA Biologi UN SBY Universitas Negeri Surabaya 50 42.72 3 14 216 10
501092 IPA Pend. Sains UN SBY Universitas Negeri Surabaya 50 36.00 3 20 406 35
501105 IPA Pend. Teknik Elektro UN SBY Universitas Negeri Surabaya 50 43.13 3 24 368 48
501113 IPA Pend. Teknik Mesin UN SBY Universitas Negeri Surabaya 50 42.65 3 32 347 64
501121 IPA Pend. Teknik Bangunan UN SBY Universitas Negeri Surabaya 50 40.50 3 24 203 48
501135 IPA Ilmu Keolahragaan UN SBY Universitas Negeri Surabaya 50 42.14 3 32 141 64
501143 IPA Teknik Sipil UN SBY Universitas Negeri Surabaya 50 49.80 3 18 0 36
511011 IPA Fisika ITS Inst. Teknologi Sepuluh Nopember 51 48.19 3 45 139 33
511025 IPA Matematika ITS Inst. Teknologi Sepuluh Nopember 51 48.61 3 45 198 61
511033 IPA Statistika ITS Inst. Teknologi Sepuluh Nopember 51 49.65 3 45 371 58
511041 IPA Kimia ITS Inst. Teknologi Sepuluh Nopember 51 50.66 3 60 221 62
511055 IPA Biologi ITS Inst. Teknologi Sepuluh Nopember 51 46.00 3 34 182 41
511063 IPA Teknik Mesin ITS Inst. Teknologi Sepuluh Nopember 51 56.77 3 70 881 67
511071 IPA Teknik Elektro ITS Inst. Teknologi Sepuluh Nopember 51 61.01 3 81 990 52
511085 IPA Teknik Kimia ITS Inst. Teknologi Sepuluh Nopember 51 60.00 3 70 695 47
511093 IPA Teknik Fisika ITS Inst. Teknologi Sepuluh Nopember 51 52.69 3 52 412 38
511106 IPA Teknik Industri ITS Inst. Teknologi Sepuluh Nopember 51 60.72 3 80 799 56
511114 IPA Teknik Material dan Metalurgi ITS Inst. Teknologi Sepuluh Nopember 51 50.65 3 50 361 44
13. 511122 IPA Teknik Sipil ITS Inst. Teknologi Sepuluh Nopember 51 53.75 3 57 835 37
511136 IPA Arsitektur ITS Inst. Teknologi Sepuluh Nopember 51 55.27 3 40 656 25
511144 IPA Teknik Lingkungan ITS Inst. Teknologi Sepuluh Nopember 51 51.50 3 43 587 28
511152 IPA Teknik Geomatika ITS Inst. Teknologi Sepuluh Nopember 51 43.00 3 27 258 18
511166 IPA Perencanaan Wilayah Kota ITS Inst. Teknologi Sepuluh Nopember 51 46.48 3 27 518 18
511174 IPA Teknik Perkapalan ITS Inst. Teknologi Sepuluh Nopember 51 59.86 3 28 470 58
511182 IPA Teknik Kelautan ITS Inst. Teknologi Sepuluh Nopember 51 53.00 3 38 322 48
511196 IPA Teknik Sistem Perkapalan ITS Inst. Teknologi Sepuluh Nopember 51 55.97 3 38 343 48
511203 IPA Teknik Informatika ITS Inst. Teknologi Sepuluh Nopember 51 62.44 3 70 1882 51
511211 IPA Sistem Informasi ITS Inst. Teknologi Sepuluh Nopember 51 48.57 3 63 922 46
511225 IPA Desain Produk Industri ITS Inst. Teknologi Sepuluh Nopember 51 41.32 3 52 0 38
521012 IPA Pend.Dokter UNAIR Universitas Airlangga 52 56.75 3 150 3020 0
521026 IPA Pend. Dokter Gigi UNAIR Universitas Airlangga 52 50.50 3 102 987 0
521034 IPA Farmasi UNAIR Universitas Airlangga 52 50.00 3 144 1375 0
521042 IPA Kedokteran Hewan UNAIR Universitas Airlangga 52 48.75 3 150 486 0
521056 IPA Matematika UNAIR Universitas Airlangga 52 46.16 3 54 299 0
521064 IPA Biologi UNAIR Universitas Airlangga 52 47.30 3 54 308 0
521072 IPA Fisika UNAIR Universitas Airlangga 52 46.00 3 54 191 0
521086 IPA Kimia UNAIR Universitas Airlangga 52 50.00 3 54 323 0
521094 IPA Kesehatan Masyarakat UNAIR Universitas Airlangga 52 48.19 3 132 1957 0
521101 IPA Ilmu Keperawatan UNAIR Universitas Airlangga 52 48.67 3 72 972 0
521115 IPA Budidaya Perairan UNAIR Universitas Airlangga 52 44.28 3 90 422 0
521123 IPA Pendidikan Kebidanan UNAIR Universitas Airlangga 52 38.00 3 30 0 0
521131 IPA Teknobiomedik UNAIR Universitas Airlangga 52 37.75 3 24 0 0
521145 IPA Ilmu dan Teknologi Lingkungan UNAIR Universitas Airlangga 52 45.00 3 24 0 0
521153 IPA Sistem Informasi UNAIR Universitas Airlangga 52 50.04 3 24 0 0
531013 IPA Agroekoteknologi UNTRU Universitas Trunojoyo 53 40.87 3 10 18 30
531021 IPA Agribisnis UNTRU Universitas Trunojoyo 53 42.36 3 15 26 35
531035 IPA Teknologi Industri Pertanian UNTRU Universitas Trunojoyo 53 42.00 3 10 47 40
531043 IPA Ilmu Kelautan UNTRU Universitas Trunojoyo 53 46.33 3 10 24 35
531051 IPA Teknik Industri UNTRU Universitas Trunojoyo 53 50.06 3 33 65 23
531065 IPA Teknik Informatika UNTRU Universitas Trunojoyo 53 49.80 3 40 243 32
541014 IPA Pend. Matematika UIN SA IAIN Sunan Ampel 54 42.41 3 15 162 7
551015 IPA Pend. Matematika UN MLG Universitas Negeri Malang 55 39.22 3 40 843 30
551023 IPA Pend. Fisika UN MLG Universitas Negeri Malang 55 38.51 3 40 494 30
551031 IPA Pend. Kimia UN MLG Universitas Negeri Malang 55 39.19 3 60 522 26
551045 IPA Pend. Biologi UN MLG Universitas Negeri Malang 55 37.55 3 35 655 33
551061 IPA Pend. Teknik Mesin UN MLG Universitas Negeri Malang 55 41.89 3 30 170 30
551075 IPA Pend. Teknik Bangunan UN MLG Universitas Negeri Malang 55 39.50 3 35 77 40
551083 IPA Pend. Teknik Informatika UN MLG Universitas Negeri Malang 55 42.00 3 58 1560 30
551091 IPA Pend. Teknik Otomotif UN MLG Universitas Negeri Malang 55 45.00 3 30 175 30
551104 IPA Ilmu Keolahragaan UN MLG Universitas Negeri Malang 55 41.14 3 33 173 15
551112 IPA Matematika UN MLG Universitas Negeri Malang 55 41.18 3 25 168 17
551126 IPA Fisika UN MLG Universitas Negeri Malang 55 40.68 3 50 95 19
551134 IPA Kimia UN MLG Universitas Negeri Malang 55 40.08 3 40 124 16
551142 IPA Biologi UN MLG Universitas Negeri Malang 55 40.14 3 35 154 21
551156 IPA Pend. Teknik Elektro UN MLG Universitas Negeri Malang 55 41.00 3 36 175 18
561016 IPA Manajemen Sumberdaya Perairan UB Universitas Brawijaya 56 39.00 3 60 90 143
561024 IPA Budidaya Perairan UB Universitas Brawijaya 56 42.70 3 60 130 70
14. 561032 IPA Teknik Sipil UB Universitas Brawijaya 56 51.66 3 70 505 35
561046 IPA Teknik Mesin UB Universitas Brawijaya 56 55.94 3 85 578 45
561054 IPA Teknik Elektro UB Universitas Brawijaya 56 56.52 3 85 420 45
561062 IPA Arsitektur UB Universitas Brawijaya 56 51.62 3 65 436 35
561076 IPA Teknik Pengairan UB Universitas Brawijaya 56 40.41 3 80 197 45
561084 IPA Pend. Dokter UB Universitas Brawijaya 56 55.25 3 72 2528 15
561092 IPA Ilmu dan Teknologi Pengolahan Pangan UB Universitas Brawijaya 56 40.97 3 65 208 35
561105 IPA Biologi UB Universitas Brawijaya 56 44.00 3 50 202 25
561113 IPA Fisika UB Universitas Brawijaya 56 45.20 3 40 101 25
561121 IPA Kimia UB Universitas Brawijaya 56 43.75 3 50 210 25
561135 IPA Matematika UB Universitas Brawijaya 56 44.72 3 45 188 25
561143 IPA Pemanfaatan Sumberdaya Perikanan UB Universitas Brawijaya 56 40.55 3 55 50 55
561151 IPA Teknologi Hasil Perikanan UB Universitas Brawijaya 56 38.75 3 80 89 100
561165 IPA Agrobisnis Perikanan UB Universitas Brawijaya 56 38.75 3 70 76 60
561173 IPA Keteknikan Pertanian UB Universitas Brawijaya 56 41.38 3 70 139 50
561181 IPA Statistika UB Universitas Brawijaya 56 46.48 3 45 283 25
561195 IPA Perencanaan Wilayah dan Kota UB Universitas Brawijaya 56 49.66 3 70 431 35
561216 IPA Ilmu Keperawatan UB Universitas Brawijaya 56 43.58 3 60 600 35
561224 IPA Ilmu Komputer UB Universitas Brawijaya 56 48.50 3 45 608 25
561232 IPA Gizi Kesehatan/Ilmu Gizi UB Universitas Brawijaya 56 47.08 3 45 930 30
561246 IPA Teknik Industri UB Universitas Brawijaya 56 50.04 3 125 566 70
561254 IPA Teknik Perangkat Lunak/Teknik Informatika UB Universitas Brawijaya 56 53.71 3 130 1641 100
561262 IPA Agroekoteknologi UB Universitas Brawijaya 56 40.00 3 100 415 500
561276 IPA Agribisnis UB Universitas Brawijaya 56 45.00 3 100 354 300
561284 IPA Peternakan UB Universitas Brawijaya 56 41.94 3 200 331 160
561292 IPA Pend. Dokter Hewan UB Universitas Brawijaya 56 45.13 3 70 152 100
561305 IPA Pend. Dokter Gigi UB Universitas Brawijaya 56 48.11 3 42 533 20
561313 IPA Ilmu Kelautan UB Universitas Brawijaya 56 44.73 3 70 67 125
561321 IPA Kebidanan UB Universitas Brawijaya 56 43.50 3 20 1183 10
561335 IPA Farmasi UB Universitas Brawijaya 56 49.32 3 35 1121 15
561343 IPA Ilmu Keperawatan (Kelas Khusus) UB Universitas Brawijaya 56 43.00 3 15 57 25
561351 IPA Teknik Komputer UB Universitas Brawijaya 56 50.00 3 35 0 20
561365 IPA Sistem Informasi UB Universitas Brawijaya 56 50.04 3 35 0 20
561373 IPA Teknik Kimia UB Universitas Brawijaya 56 50.04 3 35 0 20
561381 IPA Instrumentasi UB Universitas Brawijaya 56 38.43 3 25 0 15
561395 IPA Geofisika UB Universitas Brawijaya 56 42.30 3 25 0 15
561416 IPA Biteknologi Pangan dan Industri UB Universitas Brawijaya 56 41.65 3 35 0 15
561424 IPA Nutrisi Pangan UB Universitas Brawijaya 56 42.00 3 35 0 15
561432 IPA Teknik Bioproses UB Universitas Brawijaya 56 45.00 3 50 0 30
561446 IPA Teknik Sumberdaya Alam dan Lingkungan UB Universitas Brawijaya 56 41.25 3 50 0 30
561454 IPA Agroindustri Hasil Hutan UB Universitas Brawijaya 56 40.25 3 50 0 30
561462 IPA Bisnis Pangan UB Universitas Brawijaya 56 43.44 3 60 0 40
571011 IPA Matematika UIN MLG UIN Maulana Malik Ibrahim 57 41.38 3 64 91 28
571025 IPA Biologi UIN MLG UIN Maulana Malik Ibrahim 57 42.32 3 48 118 24
571033 IPA Kimia UIN MLG UIN Maulana Malik Ibrahim 57 40.09 3 32 87 8
571041 IPA Fisika UIN MLG UIN Maulana Malik Ibrahim 57 38.00 3 32 55 8
571055 IPA Teknik Informatika UIN MLG UIN Maulana Malik Ibrahim 57 49.75 3 80 532 20
571063 IPA Teknik Arsitektur UIN MLG UIN Maulana Malik Ibrahim 57 44.53 3 48 77 12
581012 IPA Agroteknologi / Agroekoteknologi UNJEM Universitas Jember 58 39.86 3 95 167 35
15. 581026 IPA Agribisnis UNJEM Universitas Jember 58 41.25 3 50 221 20
581034 IPA Pend. Matematika UNJEM Universitas Jember 58 40.22 3 25 727 25
581042 IPA Pend. Fisika UNJEM Universitas Jember 58 40.33 3 25 373 25
581056 IPA Pend. Biologi UNJEM Universitas Jember 58 39.16 3 25 680 25
581064 IPA Teknologi Hasil Pertanian UNJEM Universitas Jember 58 38.50 3 65 153 35
581072 IPA Teknik Pertanian UNJEM Universitas Jember 58 43.94 3 40 174 20
581086 IPA Pend. Dokter Gigi UNJEM Universitas Jember 58 45.66 3 65 495 40
581094 IPA Matematika UNJEM Universitas Jember 58 41.66 3 40 145 10
581101 IPA Fisika UNJEM Universitas Jember 58 43.05 3 40 65 10
581115 IPA Kimia UNJEM Universitas Jember 58 42.75 3 30 147 10
581123 IPA Biologi UNJEM Universitas Jember 58 42.72 3 30 131 10
581131 IPA Pend. Dokter UNJEM Universitas Jember 58 52.12 3 35 1064 35
581145 IPA Ilmu Kesehatan Masyarakat UNJEM Universitas Jember 58 46.15 3 50 850 50
581153 IPA Teknik Mesin UNJEM Universitas Jember 58 49.75 3 60 182 25
581161 IPA Teknik Elektro UNJEM Universitas Jember 58 50.01 3 60 162 25
581175 IPA Teknik Sipil UNJEM Universitas Jember 58 49.75 3 60 221 25
581183 IPA Farmasi UNJEM Universitas Jember 58 47.80 3 30 417 45
581191 IPA Ilmu Keperawatan UNJEM Universitas Jember 58 41.14 3 30 725 30
581204 IPA Sistem Informasi UNJEM Universitas Jember 58 50.04 3 40 712 45
581212 IPA Pend. Matematika kelas Internasional UNJEM Universitas Jember 58 42.41 3 25 0 0
581226 IPA Pend. Fisika kelas Internasional UNJEM Universitas Jember 58 34.30 3 25 0 0
581234 IPA Pend. Biologi Internasional UNJEM Universitas Jember 58 39.16 3 25 0 0
631013 IPA Pend. Dokter UNUD Universitas Udayana 63 53.83 3 85 1430 10
631021 IPA Kedokteran Hewan UNUD Universitas Udayana 63 38.43 3 90 148 10
631035 IPA Teknik Arsitektur UNUD Universitas Udayana 63 48.02 3 64 182 8
631043 IPA Teknik Sipil UNUD Universitas Udayana 63 46.16 3 81 218 9
631051 IPA Ilmu dan Teknologi Pangan UNUD Universitas Udayana 63 41.80 3 40 31 5
631065 IPA Teknologi Industri Pertanian (TIP) UNUD Universitas Udayana 63 42.44 3 40 51 5
631073 IPA Teknik Pertanian (TEP) UNUD Universitas Udayana 63 41.23 3 27 31 3
631081 IPA Biologi UNUD Universitas Udayana 63 40.55 3 27 45 3
631095 IPA Kimia UNUD Universitas Udayana 63 40.16 3 32 30 4
631102 IPA Fisika UNUD Universitas Udayana 63 41.00 3 21 17 3
631116 IPA Teknik Mesin UNUD Universitas Udayana 63 47.86 3 54 58 6
631124 IPA Teknik Elektro UNUD Universitas Udayana 63 51.66 3 81 93 9
631132 IPA Agribisnis UNUD Universitas Udayana 63 39.86 3 64 63 8
631146 IPA Agroekoteknologi UNUD Universitas Udayana 63 39.86 3 64 36 8
631154 IPA Peternakan UNUD Universitas Udayana 63 40.00 3 54 34 6
631162 IPA Matematika UNUD Universitas Udayana 63 44.86 3 43 41 5
631176 IPA Ilmu Kesehatan Masyarakat UNUD Universitas Udayana 63 46.15 3 40 244 5
631184 IPA Farmasi UNUD Universitas Udayana 63 48.55 3 32 458 4
631192 IPA Ilmu Keperawatan UNUD Universitas Udayana 63 46.00 3 40 399 5
631205 IPA Ilmu Komputer / Teknik Informatika UNUD Universitas Udayana 63 44.30 3 37 287 5
631213 IPA Teknologi Informasi UNUD Universitas Udayana 63 48.82 3 69 198 3
632194 IPA Fisioterapi UNUD Universitas Udayana 63 48.23 3 13 0 2
641014 IPA Pend. Matematika UPG Universitas Pendidikan Ganesha 64 43.41 3 20 264 45
641022 IPA Pend. Biologi Internasional UPG Universitas Pendidikan Ganesha 64 39.16 3 20 246 40
641036 IPA Pend. Kimia UPG Universitas Pendidikan Ganesha 64 42.41 3 20 122 40
641044 IPA Pend. Fisika UPG Universitas Pendidikan Ganesha 64 39.42 3 20 88 45
641052 IPA Pend. Teknologi Informatika dan Komputer UPG Universitas Pendidikan Ganesha 64 40.00 3 35 568 35
16. 641066 IPA Ilmu Keolahragaan UPG Universitas Pendidikan Ganesha 64 44.25 3 20 41 16
641074 IPA Pend. Teknik Elektro UPG Universitas Pendidikan Ganesha 64 41.00 3 20 0 20
651015 IPA Agroekoteknologi UNRAM Universitas Mataram 65 39.02 3 86 108 10
651023 IPA Agribisnis UNRAM Universitas Mataram 65 39.02 3 86 409 10
651061 IPA Kehutanan UNRAM Universitas Mataram 65 38.02 3 32 187 4
651104 IPA Pend. Biologi UNRAM Universitas Mataram 65 34.28 3 50 1168 5
651112 IPA Pend. Kimia UNRAM Universitas Mataram 65 43.41 3 35 755 4
651126 IPA Pend. Fisika UNRAM Universitas Mataram 65 40.33 3 36 587 4
651134 IPA Pend. Matematika UNRAM Universitas Mataram 65 41.38 3 45 994 5
651142 IPA Teknik Sipil UNRAM Universitas Mataram 65 44.36 3 108 566 12
651156 IPA Teknik Mesin UNRAM Universitas Mataram 65 45.83 3 72 322 8
651164 IPA Teknik Elektro UNRAM Universitas Mataram 65 47.08 3 72 384 8
651172 IPA Biologi UNRAM Universitas Mataram 65 42.72 3 28 394 4
651186 IPA Matematika UNRAM Universitas Mataram 65 41.66 3 28 368 4
651194 IPA Fisika UNRAM Universitas Mataram 65 39.20 3 28 107 4
651201 IPA Kimia UNRAM Universitas Mataram 65 40.08 3 28 243 4
651215 IPA Peternakan UNRAM Universitas Mataram 65 34.30 3 126 264 54
651223 IPA Pendidikan Dokter UNRAM Universitas Mataram 65 51.00 3 27 725 3
651231 IPA Ilmu dan Teknologi Pangan UNRAM Universitas Mataram 65 44.00 3 32 83 4
651245 IPA Keteknikan Pertanian UNRAM Universitas Mataram 65 38.75 3 32 307 4
651253 IPA Budidaya Perairan UNRAM Universitas Mataram 65 42.70 3 32 120 4
661016 IPA Pend. Matematika UNC Universitas Nusa Cendana 66 37.77 3 19 554 8
661024 IPA Pend. Biologi UNC Universitas Nusa Cendana 66 35.27 3 19 746 8
661032 IPA Pend. Fisika UNC Universitas Nusa Cendana 66 33.30 3 19 355 8
661046 IPA Pend. Kimia UNC Universitas Nusa Cendana 66 35.00 3 19 377 8
661054 IPA Pend. Teknik Bangunan UNC Universitas Nusa Cendana 66 36.50 3 19 55 8
661062 IPA Pend. Teknik Mesin UNC Universitas Nusa Cendana 66 41.65 3 19 78 8
661076 IPA Pend. Teknik Elektro UNC Universitas Nusa Cendana 66 38.75 3 19 55 8
661084 IPA Agroteknologi / Agroekoteknologi UNC Universitas Nusa Cendana 66 34.14 3 42 66 18
661092 IPA Agribisnis UNC Universitas Nusa Cendana 66 35.83 3 21 93 9
661113 IPA Peternakan UNC Universitas Nusa Cendana 66 33.05 3 63 132 27
661121 IPA Ilmu Kesehatan Masyarakat UNC Universitas Nusa Cendana 66 40.97 3 63 1229 27
661135 IPA Matematika UNC Universitas Nusa Cendana 66 41.66 3 23 119 10
661143 IPA Biologi UNC Universitas Nusa Cendana 66 43.14 3 23 109 10
661151 IPA Fisika UNC Universitas Nusa Cendana 66 35.00 3 23 47 10
661165 IPA Kimia UNC Universitas Nusa Cendana 66 40.10 3 23 57 10
661173 IPA Teknik Sipil UNC Universitas Nusa Cendana 66 50.00 3 23 208 10
661181 IPA Teknik elektro UNC Universitas Nusa Cendana 66 50.00 3 23 70 10
661195 IPA Teknik Mesin UNC Universitas Nusa Cendana 66 49.71 3 23 60 10
661202 IPA Ilmu Komputer UNC Universitas Nusa Cendana 66 47.20 3 23 518 10
661216 IPA Teknik Arsitektur UNC Universitas Nusa Cendana 66 41.00 3 23 94 10
661224 IPA Teknik Pertambangan UNC Universitas Nusa Cendana 66 50.00 3 23 166 10
661232 IPA Pend. Kedokteran UNC Universitas Nusa Cendana 66 41.38 3 21 149 9
661246 IPA Ilmu Perikanan UNC Universitas Nusa Cendana 66 44.53 3 21 68 9
661254 IPA Kedokteran Hewan UNC Universitas Nusa Cendana 66 38.43 3 21 0 9
711025 IPA Sosial Ekonomi Pertanian (Agribisnis) UNTAN Universitas Tanjungpura 71 39.86 1 45 156 36
711041 IPA Teknik Sipil UNTAN Universitas Tanjungpura 71 44.16 1 48 175 40
711055 IPA Teknik Elektro UNTAN Universitas Tanjungpura 71 47.38 1 33 56 22
711063 IPA Teknik Arsitektur UNTAN Universitas Tanjungpura 71 44.56 1 30 76 14