Reviewerly/exHarmony huggingface dataset:
PERAMALAN DENGAN METODE SARIMA PADA DATA INFLASI DAN IDENTIFIKASI TIPE OUTLIER (Studi Kasus: Data Inflasi Indonesia Tahun 2008-2014)

Inflation is defined as rising prices of goods in general and continuously. The effect of inflation on the economy can cause the currency to decline, resulting in the country's economic power becoming weak. Time series data is data arranged in order of time or data collected over time. Changes in the inflation rate tend to make inflation data unstable and affect the forecasting process in the time series data. The method used in this study is the seasonal autoregressive integrated moving (SARIMA) method to predict the time series in one or two periods ahead. This study also used outlier identifiers on models that still have outlier tendencies in residuals. The forecasting results of the SARIMA method become inaccurate when residual data contains outliers. The presence of outlier data in residual data results in residuals is not a normal distribution. The method used obtained the best model results, namely the SARIMA model (0,1,1) (0,1,1)12 with inflation forecast value for January to May 2015 is in the range of 5-6 %. On SARIMA models (0,1,1) (1,1,1)12 and SARIMA models (1,1,0) (2,1,0)12 outliers are detected in residual are Additive Outlier (AO) and Temporary Change (TC) type.
Study of Impact of Meteorological Parameters on Atmospheric Transmittance of Solar Radiation over Jumla

This paper reports the variation of atmospheric transmittance with meteorological parameters over Jumla (Lat.29.28° N, Long.:82.16° E and Alt.: 2300 m above sea level) from2011 to 2013 (three years) by using CMP6 pyranometer and satellite data. The trends of monthly and seasonal variations of atmospheric transmittance, solar insolation and clearness index have been analyzed. The result exemplifies that during the study period, average value of global solar radiation, solar insolation and clearness index are 19.26 ±3.88 MJ/m2/day , 4.95 ± 1.14 kWh/m2/day and 0.59 ±0.12 respectively. The average value of atmospheric transmittance during the whole study period is 0.60 ± 0.11. The average value of atmospheric transmittance of ozone, Rayleigh scattering, gas mixture, water vapor and aerosol are 0.9830 ±0.0007, 0.8999 ±0.0178, 0.9875 ± 0.0007, 0.8839 ±0.0101 and 0.7836 ±0.0909 respectively. There is positive correlation of relative sunshine hour and negative correlation of rain fall with atmospheric transmittance. Result of this research work is beneficial for the further analysis of solar radiation at different places improving life of flora and fauna and protecting the whole environment.
Comparison of the Predictive Models of Human Activity Recognition (HAR) in Smartphones

This report compared the performance of different classification algorithms such as decision tree, K-Nearest Neighbour (KNN), logistic regression, Support Vector Machine (SVM) and random forest. The dataset comprised smartphones’ accelerometer and gyroscope readings of the participants while performing different activities, such as walking, walking downstairs, walking upstairs, standing, sitting, and laying. Different machine learning algorithms were applied to this dataset for classification and their accuracy rates were compared. KNN and SVM were found to be the most accurate of all.&#x0D; KEYWORDS— decision tree, Human Activity Recognition (HAR), K-Nearest Neighbour (KNN), logistic regression, random forest, Support Vector Machine (SVM)
Pengembangan Media pembelajaran berbasis mobile pada mata pelajaran jaringan dasar di SMKN 5 Padang

At least the use of learning media in SMK N 5 Padang and lessons only focus on what the teacher teaches so that students reduce student interest in learning. This study aims to produce a learning media with basic network subjects at SMKN 5 Padang that are valid and practical. This study uses the Research and Development method with the IDI development model covering 3 stages, namely Define, Develop and Evaluate. The population “in this study were students of class X TKJ at SMK N 5 Padang totaling 25 students, the sampling technique used total sampling and data collection techniques in the” form of questionnaires. The results of the assessment from media experts with an average of 0.9 valid categories, and assessments from material experts with an average of 0.87 valid categories. “The results of the practicality test by the teacher” with “a percentage” of 0.9% “in the very practical category, and the” students' practicality results with an average of 85.56% “in the very practical category
Embracing Students’ Self Confidence: Bringing Instagram Into English Speaking Classroom, Why Not?

As one of the four English skills that has to be mastered, English learners still see that speaking mastery is challenging. Many of them are difficult to speak, although their writing, reading, and listening skills are good. This research presents a classroom action research of using Instagram in English speaking classroom with students in a private senior high school in Surakarta. The purpose of this research is to propose the use of Instagram as a social media to teach speaking as well as to find out the students' attitude towards the use of Instagram in enhancing their speaking skills. The study revealed that Instagram used in English speaking classroom brings effective meaning for them in learning English. Instagram also brings a positive attitude to students so that they can learn to speak English more easily.
TRANSITIVITY ANALYSIS OF PRESIDENTIAL DEBATE BETWEEN TRUMP AND BIDEN IN 2020

This study was aimed at investigating the transitivity properties (processes, participants, and circumstances) used in the presidential debate between Donald Trump and Joe Biden in presidential election debate in 2020. The aim of this study was also to investigate the types of transitivity processes and the most dominant process occured in the debate. Using a library study, the data were obtained from two transcription of debate. The data were analyzed qualitatively using Halliday’s (1994) and Halliday and Halliday Matthiessen (2014) theories.The findings showed that all types of processes, including material, mental, verbal, relational, existential, and behavioral processes, were found. The material process was significantly applied both two debaters. This indicates that the debaters had progressed to the stage of the material process. In other words, they all focused on the speaker's objectives, they were aware of the realization aspect of society action. To conclude, it was about the intentions, purposes, and directions of the arguments in the presidential debate between Trump and Biden about the critical crisis that the US was facing.Keywords: Systemic functional linguistics, transitivity processes, presidential debate between Trump and Biden.
Nepali Handwritten Letter Generation using GAN

The generative adversarial networks seem to work very effectively for training generative deep neural networks. The aim is to generate Nepali Handwritten letters using adversarial training in raster image format. Deep Convolutional generative network is used to generate Nepali handwritten letters. Proposed generative adversarial model that works on Devanagari 36 classes, each having 10,000 images, generates the Nepali Handwritten Letters that are similar to the real-life data-set of total size 360,000 images. The generated letters are obtained by simultaneously training the generator and discriminator of the network. Constructed discriminator networks and generator networks both have five convolution layers and the activation function is chosen such that generator networks generate the image and discriminator networks check if the generated image is similar to a real-life image dataset. To measure the quantitative performance, Frechet Inception Distance (FID) methodology is used. The FID value of 18 random samples, generated by networks constructed, is 38413677.145. For a qualitative measure of the model let the reader judge the quality of the image generated by the generator trained model. The Nepali letters were generated by the adversarial network as required. The evaluation helps the generative model to be better and further enables a better generation that humans have not thought of.
Pemberdayaan Pojok Baca Melalui Implementasi Gerakan Nasional Gemar Membaca bagi Masyarakat Kampung Poncowati

Background: Creating a reading corner at the Village Hall in realizing government programs, especially the national library in carrying out the reading fondness movement, the Poncowati Village community service group established and facilitated a reading corner service that provided various types of books to be used as public reading material. The books were obtained as a grant from the people of Kampung Poncowati and there are 120 titles available consisting of various fields of education, health, agriculture, fisheries, economics, social, culture, religion, and so on. In managing the reading corner, books are still not in accordance with the needs of the community so that public interest in visiting the Reading Corner is still lacking. Therefore, a solution is needed to overcome this problem through a national program for reading fondness. The national movement for reading fondness is one of the means in realizing a dedicated, clean, orderly and united Indonesia. Through reading materials, there is a lot of information related to character messages that have the potential to change the mindset of the Indonesian people for the better in order to advance and educate the Indonesian people. Objective: Increase public awareness in rearranging the Reading Corner to attract reading interest in the people of Kampung Poncowati. Method: This program is implemented through methods of education and training, mentoring, dedication and guidance towards a clean, orderly, mutual cooperation, and service to Indonesia which is expected to be sustainable through the awareness of relevant parties, especially the government and regional libraries in paying attention to village library facilities and infrastructure. which has potential. in realizing the national program of the mental revolution-based reading movement. Through socialization activities for the mental revolution movement through empowerment Results: The implementation of the core program of Establishing the Reading Corner of Poncowati Village went smoothly because of the enthusiasm of the community to visit the Reading Corner of Poncowati Village starting from children, teenagers to adults.
Implementation of intensified communicative impact in the media system: criterial features

The article is devoted to the classification features of the intensified communicative impact, which is realized, in particular, in the media system. In this regard, media influence is actively studied, including communicative influence in general in various fields of science, but today we note the lack of clear delineation of the concepts of influence, persuasion, suggestion, suggestion, hypnosis, etc., as well as lack of clear separation of relevant components which contribute to its implementation, etc. This causes confusion and, as a result, ineffective messages that do not reach the goal are formed. In addition, orientation in the specifics of communicative influence will be useful in situations of manipulative processes, as it will allow to take counter-manipulative measures. In this case, there is a need for a clear interpretation of the communicative impact, its factors of actualization, varieties and systematization of the components of this phenomenon, which emphasizes the relevance of our article. The article proposes the author’s classification of varieties of communicative influence, the actualization of which occurs with the help of factors that are divided into two blocks: factors of socio-psychological characteristics of the subject and object of influence (or factors of interactive actualization of communicative influence) and message factors (or factors of textual actualization of communicative influence). Attention is focused on one of the factors of textual actualization of the impact — the factor of constructing a message behind the intensification: persuasion, suggestion, hypnosis / trance. These types of communicative influence differ in the level of utilization of consciousness, the degree of engraving in the consciousness / subconscious of the recipient, namely — persuasion is characterized by a weak degree of intensification of influence, because consciousness is active in perception (in the case of logical arguments, emotional ones are able to block consciousness, giving the effect of suggestibility); suggestive influence is determined by moderate intensification, because conscious processes are utilized, perceptual processes occur outside consciousness; hypnotic influence is characterized by the maximum degree of intensification due to the fact that in this state the consciousness is maximally utilized so much that the recipient may not remember it at all. In addition, the main differences between trance and hypnosis are identified on the following grounds: conditions of occurrence; degree of utilization of consciousness; duration; their relationship, and it was found that trance is a kind of stage of hypnosis. We see prospects for further research in in-depth study, detailing of components and implementation of communicative influence in the media space.
Metamorphoses of the digital renaissance era: exhausted opportunities or a new quality level?

Today, a lot of research is devoted to the analysis of modern digital technologies in the globalized information industry. Our article is an attempt to identify and describe the latest cross-media trends in the evolution of the domestic digital media sphere, based on the experience of implementing technological solutions in the work of modern journalism. The study is based on the fact of the indisputable and natural growth of the role of network technologies, in particular the rather controversial phenomenon of social networks, which have now moved from the category of consumer media to the rank of high-speed information providers. Accordingly, some aspects related to significant changes in the production of information content are described, namely the development of numerous digital tools designed to obtain and process information, its analysis, validation, visualization. The contradictions that accompany the ultra-fast implementation of the digital form of display in the process of presentation and transmission of data against the background of current needs of modern information consumption are highlighted. The level of interest in the above issues of domestic and foreign researchers is reflected.
Upshot of Intelligence Quotient on Students’ Academic Performance in English Language

Education is a precondition for the significant and sustainable coast-to-coast economy but intelligent quotient of students could influence their academic performance. This research scrutinized the upshot of intelligence quotient on learners’ academic presentation. The study was an experimental research. Sample comprised of 150 secondary school students in Oyo state. To address the research questions data was analyzed using frequency count and a basic percentage, while inferential statistics such as t-test and PPMC were used to test the research hypothesis. This study established that the academic performance of secondary school pupils in English was found to be ordinary, with an average score of 56 percent. It was deduced that there was no significant difference in I.Q. between male and female academics in favor of female pupils. The study clinched that intelligence quotient influences the students’ academic performance irrespective of their gender. The study concluded that the students with high IQ often perform better than the those with low IQ. It was consequently endorsed that educational authorities and the school system should encourage students with high IQ, this could enhance students learning.
Drought-prone areas mapping using fuzzy c-means method in Gunungkidul district

Gunungkidul district is one of the districts in the Special Region of Yogyakarta that is frequently affected by drought disasters. The purpose of this study is to map drought-prone areas in Gunungkidul district using the fuzzy c-means method, making it easier for the government to allocate water-dropping assistance to drought-affected areas. The research variables include rainfall, soil type, infiltration, slope, and land use. The type of variables is an ordinal scale, so they must be transformed using the successive interval method before being analyzed using the fuzzy c-means method. The cluster validity indexes of the Xie and Beni index, partition coefficient, and modification partition coefficient were used to find the optimal k. The results of fuzzy c-means clustering revealed three clusters with a low level of vulnerability consisting of 7 sub-districts, a moderate level of vulnerability consisting of 8 sub-districts, and a high level of vulnerability consisting of 3 sub-districts. Rainfall, land use, soil type, infiltration, and slope were the drought hazard factors with the greatest to least effect in this study.
ICT in primary school students’ activities as a component of the methodological system for the formation of knowledge about nature

The problem of the effective use of ICT tools in the formation of the nature knowledge among primary school students is a current task of modern education, as it helps to form the concept of natural science knowledge and modern technology in an inextricable connection. The acquisition of information and communication technologies by primary school students in natural science education and using them in everyday learning activities, project and research practices, the presentation of their results becomes a necessity. The systematic ICT application in teaching a subject makes it possible to develop the creative activities of students, to discover new properties of the subject-matter situation, and to expand the zone of students’ independence. However, today the methodology for the use of ICT in the natural science education of schoolchildren covers to a greater extent the middle, rather than primary school, and most of the work is devoted to the use of ICT by the teacher. The article discusses the system of using ICT in teaching natural science, oriented to project and research activities and based on the competency approach which will promote the competence of primary school students in solving the problems with the use of natural science knowledge, ICT competence, communicative competence
THE USE OF DUBBING VIDEO TECHNIQUE TO IMPROVE STUDENTS’ SPEAKING SKILL AT SMPN 35 MAKASSAR

This study aimed to find out the improvement of the students speaking skill through implementation dubbing video technique at SMPN 35 Makassar academic year 2020/2021. This study used pre-experimental design with pre-test, treatment, post-test and data analyzed. The data was collected and analyzed from several recording voice from the students in the English classroom. The population of this research was second grade from class VIII.2 which consist 20 students as a sample. This study indicated the result of the used of voice notes and dubbing video short animation movie to improve students’ speaking skills by data analyzed from accuracy and fluency. And the result indicated mean score in pre-test was 56.15 and mean score in post-test was 87.45, it means that was influenced the improvement of students’ speaking skill.
INTEGRATION DOMINANCE IN MODERN PRIMARY SCHOOL EDUCATIONAL PROCESS: PSYCHOLOGICAL AND PEDAGOGICAL ASPECT

The article theoretically substantiates the transition to an integrated educational process in primary school due to its modernization, primary school children’s psychophysiological characteristics, the integrity of their worldview, and socio-cultural needs. The influence of integration processes on all spheres of a primary school child’s psyche, namely intellectual, emotional, motivational, and demanding, is revealed.&#x0D; The author notes that designing the implementation of an integrated approach in the educational process, we assume that it should be focused on a child’s holistic development and their adaptation to a modern dynamic society. It should be based on every child’s abilities, and promote personality development. Under this approach, the training content involves knowledge acquisition and its direct practical application in search and independent activities. The learning process becomes problematic and creative so that pupils can progress at their own pace, depending on their abilities, interests, and needs. A pupil becomes a real subject of the educational process. A teacher acts as an organizer of learning, a consultant who provides individualization of learning in form and content. Systematic use of specific integrated learning activities, which are aimed at cognitive abilities development, expands children’s worldviews, promotes their mental development, allows them to confidently navigate the laws of reality, and actively use the acquired knowledge in everyday life.
MUSIC-THEORETICAL TRAINING OF FUTURE TEACHERS ON THE BASIS OF MODULAR TEACHING

The article substantiates the views on the training of future teachers on the basis of modular learning. Changing educational priorities, emphasis on training a modern specialist who can adapt to the professional field and quickly solve the problems facing them, lead to the emergence of new views on the organization of the educational process in higher education and the possibility of individual trajectory of formation and functioning of future teachers. Such a search for the realization of personal needs in education contributed to the birth of the idea of modular learning.&#x0D; Traditionally, the teaching of music theory is taught through separate disciplines, including elementary music theory, harmony, polyphony, analysis of musical works, instrumentation, as well as solfeggio as a special discipline. The integrated nature of the content determines the application of a modular approach to teaching the discipline "Music Theory and Solfeggio", which is subject to one cross-cutting goal of the course, provides general and concretized approaches to determining expected learning outcomes in accordance with forms, content, principles, methods of teaching. Modules as academic disciplines have a cross-cutting structure in the form of content modules and can be used while training of music teachers in institutions of higher pedagogical education. Qualification characteristics of the music teacher in institutions of general secondary education and out-of-school education institution provide a variety of functions of the team leader, artistic, music director, who must understand and implement the complex task of music education of the younger generation.
IMPLEMENTASI TEKNIK LOCAL SEARCH ENGINE OPTIMATION (SEO) MENGGUNAKAN GOOGLE MY BUSSINESS (STUDI KASUS DI TB. JAYA SUKSES)

The development of connectivity and better use of data through the Internet has turned the world into a global village. The innovation of digital service products makes consumers easy to reach through digital marketing. To market a product on the Internet, in addition to creating a creative and content-rich website, another very important thing is to get the website to be at the top of the Search Engine Result Pages (SERPS) of the Search Engines or search engines. SEO tools can be used to increase traffic or traffic to websites so that they can increase the income of an online business. One of the tools from Google that can be used to manage the appearance of a business on Google search pages and Google Maps is Google My Business. This research focuses on implementing Local Search Engine Optimization (SEO) using Google my business and also analyzing the influence of keywords. which positively affects digital marketing. The conclusion of this research is that Google My Business is very effective for local SEO optimization so it is very efficient and economical for funneling or sales funnels in digital marketing. Keywords: Google My Business, Local SEO, Digital Marketing