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This study aims to develop a sentiment classification method for YouTube user comments related to the game Love and Deepspace using the Naïve Bayes algorithm, focusing on improving the text data processing and understanding user perceptions. Comment data were collected through scraping from YouTube videos, followed by preprocessing including text cleaning, normalization, stopword removal, stemming, and translation into English. Initial labeling was conducted using TextBlob, then the data were randomly sampled for training the Naïve Bayes model. Evaluation involved comparing sentiment distributions and visualization using Word Cloud and bar charts. The Naïve Bayes model achieved an accuracy of 77.36% in sentiment classification. The sentiment distribution shows differences between TextBlob (positive: 1,011, neutral: 1,312, negative: 575) and Naïve Bayes (positive: 901, neutral: 1,627, negative: 370), with Naïve Bayes being more conservative. The Word Cloud visualization identifies dominant words such as "bang," "game," and "main," while the bar chart shows the largest proportion of neutral sentiment. Naïve Bayes is effective for sentiment classification on informal comment data, with significant differences from rule-based methods like TextBlob. This research contributes to the development of text data processing techniques and user perception analysis, as well as opening up optimization opportunities with other algorithms like SVM for better accuracy.

This research critically investigates the circulation of disinformation concerning the instability of fuel prices on the digital platform X and its subsequent implications for the polarization of modern society. In an era where unverified economic news frequently dictates public reaction, fake news often acts as a potent catalyst for mass anxiety. By implementing a quantitative framework driven by lexicon-based computational sentiment analysis, this study effectively processed a dataset of 500 public opinion samples extracted via Google Colab spanning from April 2024 to April 2026. To ensure computational accuracy and eliminate textual noise, the data underwent a rigorous preprocessing phase encompassing case folding, alongside the systematic removal of URLs, account mentions, numbers, hashtags, and punctuation marks. The statistical outcomes revealed a highly disproportionate emotional landscape, overwhelmingly dominated by 451 negative reviews. In stark contrast, neutral observations and positive affirmations were nearly absent, recording only 40 and 9 instances, respectively. The data compellingly illustrates that the relentless influx of pessimistic narratives regarding economic instability directly induces financial panic, undermines rational discourse, and severely fragments cyberspace into deeply polarized factions.

This study discusses the design and testing of a growing media moisture and water level monitoring system based on ESP32-MQTT. The system was developed to support real-time monitoring of growing media conditions and water availability through a monitoring dashboard. This research used an experimental method with a design and implementation approach by developing an ESP32 circuit connected to a capacitive soil moisture sensor and a water level sensor, then sending sensor data to the dashboard through the MQTT protocol and Node-RED. Testing was carried out using a plant pot as the moisture testing medium and a water container as the water level testing medium. The results showed that the growing media moisture sensor displayed 0% in dry and very dry soil conditions, 61% in moist soil, and 89% in very moist soil. The water level sensor displayed 0 cm, 2.4 cm, and 4 cm according to the testing conditions. These results indicate that ESP32-MQTT can be used as an initial prototype for monitoring growing media moisture and water level before being applied to a complete hydroponic or aquaponic system.

This study aims to examine the influence of Content Marketing and Product Quality on Purchase Decisions among consumers of Aldyan Store. The research employed a quantitative method with a survey approach. The population consisted of Aldyan Store consumers, with a sample of 100 respondents selected using a sampling technique appropriate to the characteristics of the study. Data were collected through questionnaires and analyzed using validity tests, reliability tests, classical assumption tests, multiple linear regression analysis, the coefficient of determination (R²), t-test, and F-test with the assistance of SPSS version 23. The results showed that, partially, Content Marketing had a positive and significant effect on Purchase Decisions, with a t-value of 2.544 and a significance level of 0.013 < 0.05. Product Quality also had a positive and significant effect on Purchase Decisions, with a t-value of 2.288 and a significance level of 0.024 < 0.05. Simultaneously, Content Marketing and Product Quality had a positive and significant effect on Purchase Decisions, with an F-value of 9.358 and a significance level of 0.000 < 0.05. The coefficient of determination (R²) was 0.162, indicating that Content Marketing and Product Quality explained 16.2% of the variance in Purchase Decisions, while the remaining 83.8% was influenced by other factors outside the research model. Based on the findings, it can be concluded that Content Marketing and Product Quality play an important role in improving consumers' Purchase Decisions at Aldyan Store. Therefore, Aldyan Store should continue to enhance the quality of its marketing content and maintain product quality to increase consumer trust and purchase intention.

This study aims to determine the effect of price and service quality on customer satisfaction at Nusa Bunga Salon Maumere. The research employed a quantitative approach using descriptive and verificative methods. The independent variables in this study were price (X1) and service quality (X2), while the dependent variable was customer satisfaction (Y). The population consisted of all customers of Nusa Bunga Salon Maumere who visited and utilized salon services during 2025, totaling 1,392 customers. A sample of 100 respondents was determined using the Slovin formula and purposive sampling technique. Data were collected through questionnaires, interviews, documentation, and literature studies. Data analysis was conducted using validity tests, reliability tests, descriptive analysis, classical assumption tests, multiple linear regression analysis, coefficient of determination (R²), F-test, and t-test with the assistance of SPSS version 23. The results showed that, partially, price had a positive and significant effect on customer satisfaction, with a t-value of 2.803 and a significance value of 0.004. Service quality also had a positive and significant effect on customer satisfaction, with a t-value of 3.336 and a significance value of 0.001. Simultaneously, price and service quality had a positive and significant effect on customer satisfaction, with an F-value of 6.733 and a significance value of 0.002. The coefficient of determination indicated that price and service quality contributed 12.2% to customer satisfaction, while the remaining 87.8% was influenced by other factors outside the scope of this study. Based on these findings, it is recommended that Nusa Bunga Salon Maumere continuously improve its service quality and maintain affordable pricing to enhance customer satisfaction.

This study aims to determine the influence of promotion and location on purchasing decisions of Cho-Sik products at UPT Sikka Innovation Center Maumere. The research employed a quantitative method with a survey approach. The sample consisted of 100 respondents selected using purposive sampling from a population of 10,149 consumers. Data were collected through questionnaires and analyzed using validity tests, reliability tests, classical assumption tests, multiple linear regression analysis, t-test, F-test, and coefficient of determination (R²) with the assistance of SPSS version 23. The results showed that the promotion variable obtained a perception score of 84.22% (very good), the location variable scored 83.96% (good), and the purchasing decision variable scored 87.90% (very good). The regression analysis produced the equation Y = 26.851 + 0.434X₁ + 0.307X₂. Partially, promotion had a positive and significant effect on purchasing decisions, with a t-value of 4.473 and a significance level of 0.001. Likewise, location had a positive and significant effect on purchasing decisions, with a t-value of 3.343 and a significance level of 0.004. Simultaneously, promotion and location had a positive and significant effect on purchasing decisions, as indicated by an F-value of 8.264 and a significance level of 0.000. The coefficient of determination (R²) was 0.146, indicating that promotion and location explained 14.6% of the variation in purchasing decisions, while the remaining 85.4% was influenced by other factors not examined in this study. Therefore, it can be concluded that promotion and location have a positive and significant influence on purchasing decisions of Cho-Sik products at UPT Sikka Innovation Center Maumere.

This research is motivated by the low skills of students in writing speech texts, especially in the aspects of structure, idea development, and language use. This study aims to describe the application of infographic media, analyze the differences in writing abilities between the experimental and control classes, and determine student responses. The study used a quantitative approach with an experimental design at SMP Negeri 55 Surabaya. The research sample consisted of class VIII B as the experiment and VIII A as the control. Data collection techniques included observation, pretest and posttest tests, and questionnaires. Data analysis used descriptive statistics and independent sample t-test. The results showed that the application of infographic media ran very well. There was a significant difference in the ability to write speech texts between the two classes, with an average posttest score of 78.2 for the experimental class and 69.5 for the control class (sig. 0.000 <0.05). Student responses were also in the very good category. Thus, infographic media is effective in improving students' speech writing skills.

Diabetes Mellitus merupakan salah satu penyakit degeneratif dengan prevalensi yang terus meningkat, terutama pada kelompok usia lanjut. Kegiatan pengabdian kepada masyarakat ini bertujuan meningkatkan pengetahuan masyarakat mengenai pencegahan dan pengelolaan diabetes melitus melalui edukasi pola hidup sehat dan pemanfaatan tanaman obat. Kegiatan dilaksanakan di Desa Sambirata dengan sasaran ibu-ibu Posyandu Lansia. Metode yang digunakan meliputi penyuluhan kesehatan, pemeriksaan tekanan darah, pemeriksaan gula darah sewaktu, dan edukasi pemanfaatan tanaman obatantidiabetes. Sebanyak 44 peserta mengikuti kegiatan penyuluhan dan 71 peserta mengikuti pemeriksaan kesehatan. Hasil pemeriksaan menunjukkan 29 peserta mengalami hipertensi, 3 peserta memiliki kadar gula darah di atas normal, dan 50 peserta memiliki faktor risiko diabetes melitus. Kegiatan ini meningkatkan pengetahuan dan kesadaran masyarakat mengenai pentingnya pola hidup sehat serta penggunaan tanaman obat secara rasional dalam pencegahan diabetes melitus.

The intake of macro and micro nutrients is very important because the intake of these macronutrients is the main contributor to energy which is the main source for muscle growth. The purpose of this study is to determine the intake of macro and micro nutrients in the Islamic Islamic Boarding School Padang Garugur Padang Lawas Utara. This type of research is a quantitative descriptive research with the aim of creating a description or descriptive of a state of the research object. Data collection was conducted through interviews using macro and micro nutrient tester questionnaires. The questionnaire was given to students and students. The data were analyzed univariate to determine the distribution and frequency. The results of the study showed that the intake of macronutrients of students was in the protein intake of 19 respondents in the poor category, carbohydrate intake as many as 7 respondents in the poor category, and fat intake in 10 respondents in the poor category. The intake of micronutrients, namely the intake of drinking water consumed by students, was 9 respondents in the category of lack. It is recommended that students need to consume a variety of food and beverage intake that has nutritional content, in order to meet nutritional needs.

Intracerebral Hemorrhage (ICH) is one of the types of stroke with the highest rates of mortality and morbidity. This condition is often accompanied by decreased levels of consciousness and hemodynamic instability, particularly in patients undergoing intensive care in the ICU. The application of murottal (Qur’anic recitation) therapy is expected to contribute to the stabilization of patients’ hemodynamic, physical, and physiological conditions. The purpose of this study was to explore the effect of Qur’anic murottal therapy on the hemodynamic stability of ICU patients at RSUD Prof. Dr. Margono Soekarjo Purwokerto. This study used a case study design in the form of a nursing care report involving one patient diagnosed with ICH and a nursing problem of decreased intracranial adaptive capacity. The intervention consisted of listening to the recitation of Surah Ar-Rahman for 20 minutes once per shift over three consecutive days. The observed hemodynamic parameters included blood pressure, heart rate, respiratory rate, body temperature, oxygen saturation, and the Glasgow Coma Scale (GCS). The results showed that after the administration of the murottal therapy of Surah Ar-Rahman, the patient experienced improvement and stabilization in hemodynamic parameters, including blood pressure, pulse rate, respiration, and oxygen saturation. Qur’anic murottal therapy of Surah Ar-Rahman has a positive effect on the hemodynamic stability of ICH patients in the ICU at RSUD Prof. Dr. Margono Soekarjo Purwokerto. This intervention has the potential to serve as a non-pharmacological approach to support holistic recovery and improvement in critically patients.

The intake of macro and micro nutrients is very important because the intake of these macronutrients is the main contributor to energy which is the main source for muscle growth. The purpose of this study is to determine the intake of macro and micro nutrients in the Islamic Islamic Boarding School Padang Garugur Padang Lawas Utara. This type of research is a quantitative descriptive research with the aim of creating a description or descriptive of a state of the research object. Data collection was conducted through interviews using macro and micro nutrient tester questionnaires. The questionnaire was given to students and students. The data were analyzed univariate to determine the distribution and frequency. The results of the study showed that the intake of macronutrients of students was in the protein intake of 19 respondents in the poor category, carbohydrate intake as many as 7 respondents in the poor category, and fat intake in 10 respondents in the poor category. The intake of micronutrients, namely the intake of drinking water consumed by students, was 9 respondents in the category of lack. It is recommended that students need to consume a variety of food and beverage intake that has nutritional content, in order to meet nutritional needs.

Intracerebral Hemorrhage (ICH) is one of the types of stroke with the highest rates of mortality and morbidity. This condition is often accompanied by decreased levels of consciousness and hemodynamic instability, particularly in patients undergoing intensive care in the ICU. The application of murottal (Qur’anic recitation) therapy is expected to contribute to the stabilization of patients’ hemodynamic, physical, and physiological conditions. The purpose of this study was to explore the effect of Qur’anic murottal therapy on the hemodynamic stability of ICU patients at RSUD Prof. Dr. Margono Soekarjo Purwokerto. This study used a case study design in the form of a nursing care report involving one patient diagnosed with ICH and a nursing problem of decreased intracranial adaptive capacity. The intervention consisted of listening to the recitation of Surah Ar-Rahman for 20 minutes once per shift over three consecutive days. The observed hemodynamic parameters included blood pressure, heart rate, respiratory rate, body temperature, oxygen saturation, and the Glasgow Coma Scale (GCS). The results showed that after the administration of the murottal therapy of Surah Ar-Rahman, the patient experienced improvement and stabilization in hemodynamic parameters, including blood pressure, pulse rate, respiration, and oxygen saturation. Qur’anic murottal therapy of Surah Ar-Rahman has a positive effect on the hemodynamic stability of ICH patients in the ICU at RSUD Prof. Dr. Margono Soekarjo Purwokerto. This intervention has the potential to serve as a non-pharmacological approach to support holistic recovery and improvement in critically patients.

Unemployment remains a serious challenge in Aceh, with an Open Unemployment Rate (OUR) of 8.24% (2025) in Lhokseumawe City and 6.54% (2025) in Banda Aceh City. This study compares the implementation and effectiveness of unemployment alleviation policies in the two cities using Van Meter and Van Horn's policy implementation framework with four effectiveness indicators: training absorption, job placement rate, corporate compliance, and community participation. A descriptive qualitative method with a literature study approach was employed, utilizing secondary data from journals, theses, and official documents. The findings show that Banda Aceh focuses on competency-based training through the Job Training Center (BLK) with certification and third-party partnerships. Lhokseumawe prioritizes Qanun Number 1 of 2020 on local labor priority (minimum 40%). Based on the indicators, Banda Aceh is more effective (55% of graduates employed) compared to Lhokseumawe, where local labor priority implementation is weak due to the absence of sanctions and non-existent coordination with PT. PAG. The novelty of this study lies in its systematic comparison of two Acehnese cities using a policy implementation model that integrates demographic bonus and local context. Specific recommendations: Banda Aceh needs to expand BLK capacity, extend training duration (9–12 months with internships), and mandate graduate absorption reports. Lhokseumawe needs to revise the qanun by adding administrative sanctions, recruit permanent instructors, establish a tripartite supervisory team, and establish an energy-sector BLK in the Arun area in collaboration with PT PAG.

Trucking peirformancei is onei of thei important factors in supporting thei smoothneiss of thei clinkeir loading proceiss at PT. Varia Usaha Bahari, Maspion Port, Greisik. In practicei, seiveiral obstacleis arei still eincounteireid, such as deilays in truck arrivals, leiss optimal veihiclei conditions, and opeirational coordination that has not beiein fully maximizeid. Theisei conditions may affeict thei smoothneiss of thei clinkeir loading proceiss. This study aims to deiteirminei thei condition of trucking peirformancei in thei clinkeir loading proceiss baseid on deiscriptivei analysis and to deiteirminei thei eiffeict of trucking peirformancei on thei clinkeir loading proceiss baseid on simplei lineiar reigreission analysis. This study useid a quantitativei meithod with deiscriptivei analysis and simplei lineiar reigreission. Thei data weirei obtaineid through queistionnaireis distributeid to reispondeints involveid in clinkeir loading activitieis. Thei reisults showeid that trucking peirformancei was in thei good cateigory, with aveiragei indicator scoreis ranging from 3.7 to 3.9. Thei higheist indicator was opeirational coordination and communication at 3.9, whilei thei loweist indicator was loading punctuality at 3.7. Thei reisults of thei simplei lineiar reigreission showeid thei eiquation Y = 249.374 + 34.930X, which meians that trucking peirformancei has a positivei eiffeict on thei clinkeir loading proceiss. Thei significancei valuei of 0.000 < 0.05 indicateis that thei eiffeict is significant. Theireiforei, thei beitteir thei trucking peirformancei, thei beitteir thei clinkeir loading proceiss.

This study was conducted in response to the increasingly complex nutritional issues among adolescents, reflected in the coexistence of undernutrition and overnutrition within the same population, which are closely associated with dietary consumption patterns. The research aimed to investigate the relationship between diet quality and the nutritional status of students at SMAN 9 Surabaya. A quantitative approach with a cross-sectional design was employed, involving 85 participants selected based on the estimated sample requirement for correlation analysis. Dietary intake data were collected using two non-consecutive 24-hour food recalls and subsequently assessed using the Diet Quality Index for Adolescents (DQI-A). Nutritional status was determined through BMI-for-age calculations in accordance with the World Health Organization standards. Data analysis was performed using correlational testing and Chi-Square analysis to identify differences in proportions. The findings revealed that the respondents’ diet quality remained suboptimal, while most students were categorized as having normal nutritional status, although cases of undernutrition and overnutrition were still identified. A significant association was found between diet quality and nutritional status (p = 0.001), indicating that better diet quality tended to be linked with normal nutritional status. Based on the DQI-A components, dietary quality demonstrated a significant relationship with nutritional status (p = 0.007), whereas dietary diversity (p = 0.597) and dietary equilibrium (p = 0.507) showed no significant associations. These findings highlight that diet quality, particularly food selection patterns, plays an important role in determining adolescent nutritional status. Therefore, improving nutritional conditions requires more intensive nutrition education interventions focusing on healthy food choices, increased fruit and vegetable consumption, and controlled intake of sugar, salt, and fat, supported consistently by both individuals and the school environment.

Pendidikan Kewarganegaraan merupakan suatu program pendidikan yang bertujuan untuk mengajarkan prinsip-prinsip pragmatis dan prosedural yang berusaha untuk mengembangkan sifat kemanusiaan, budaya, serta memberikan kekuatan kepada individu, hususnya siswa, agar mereka dapat menjadi warga negara yang baik sesuai dengan tuntutan yang diakui secara moral dan konstitusional oleh  negara. Pada pembelajaran kewarganegaraan ada tiga yang menjadi dasar dalam pembelajaran yang salah satunya adalah mengembangkan kecerdasan warga negara, membina tanggung jawab warga negara, serta mendorong partisipasi warga negara dalam kehidupan berbangsa dan bernegara. Permasalahan Prioritas yang dihadapi adalah di SD Negeri 095207 Sorba Tonduhan, yaitu keterbatasan pembelajaran berbasisi proyek, tidak tersedianya fasilitas pendukung seperti computer yang ada di lingkungan sekolah tersebut. Kompetensi Guru dalam Pengelolaan Pembelajaran kurang Kreatif: Kompetensi pedagogik guru dalam merancang pembelajaran yang interaktif dan berbasis konteks lokal masih terbatas. Penggunaan metode pembelajaran tradisional cenderung mendominasi, sehingga kurang menarik bagi siswa. Solusi yang diberikan adalah berupa pembelajaran proyek penerapan model pembelajaran berbasis proyek, Dimana pembelajaran berbasis proyek melibatkan antara guru dengan siswa. Guru berperan aktif dalam memotivasi siswa dan meningkatkan kualitas pembelajaran. Guru mempunyai masukan dan kreativitas yang besar serta dapat meningkatkan motivasi belajar untuk membantu siswa mencapai hasil belajar yang baik, (Magdalena et al., 2024). Menurut (Norhikmah et al., 2022), Model pembelajaran berbasis proyek menuntut siswa untuk membuat proyek yang berkaitan dengan mata pelajaran terkait. Proyek pada pembelajaran ini dibangun berdasar ide-ide para siswa yang berasal dari keresahan permasalahan riil, sehingga peserta didik terjun secara langsung dalam memecahkan masalah.

This study analyzes signs and symbols in Katherine Mansfield’s short story “The Doll’s House” (1922) using Charles Sanders Peirce’s semiotic approach. The study is descriptive qualitative in nature, employing data collection techniques such as close reading and note-taking. The analysis was conducted by classifying signs based on Peirce’s theory, icons, index, and symbols, through the triadic model (representamen, object, interpretant). The results of the analysis indicate that the doll’s house functions as both an icon and a symbol of social status and the false luxury of the upper class. Elements such as the smell of paint and the appearance of the Kelvey sisters serve as indices of social inequality. Meanwhile, the small lamp is the strongest symbol representing hope, warmth, and the possibility of transcending social class boundaries. Through this short story, Mansfield critiques class prejudices learned from childhood while conveying a message of empathy across social classes.

This study aims to analyze the effect of renewable energy, energy consumption, and Gross Domestic Product (GDP) per capita on carbon dioxide (CO2) emissions in Indonesia for the period 1995-2024. This study uses secondary data over time (time series) with the Ordinary Least Square (OLS) multiple linear regression analysis method corrected using the Newey-West Heteroskedasticity and Autocorrelation Consistent (HAC) approach. The results show that renewable energy does not have a significant effect on CO2 emissions, which is caused by the still low share of renewable energy in the national energy mix which only reaches 10.95% in 2024. Energy consumption has a positive and significant effect on CO2 emissions, where every 1% increase in energy consumption increases CO2 emissions by 84.23%. Gross Domestic Product (GDP) per capita has a positive and significant effect on CO2 emissions. Every 1% increase in GDP per capita increases CO2 emissions by 35.03%, indicating that Indonesia remains on the EKC curve. Simultaneously, all three variables have a significant effect, with an adjusted R-squared value of 53.63%. This finding confirms that Indonesia's energy mix, still dominated by fossil fuels, is a major factor in high carbon emissions. Comprehensive energy efficiency policies, accelerated renewable energy transitions, and greener and more sustainable economic growth strategies are needed.

Marriage is one of the fundamental institutions in Indonesian law, regulated through Law Number 1 of 1974 concerning Marriage as subsequently amended by Law Number 16 of 2019. The practice of polygamy in Indonesia is not absolutely prohibited, yet it is subject to strict requirements, including obtaining prior permission from the Religious Court and consent from the existing wife or wives. The absence of such permission constitutes a serious violation of marital law. This study examines the juridical review of polygamy without permission under Indonesian marriage law, focusing on the high-profile case of Ahmad Dhani and Maia Estianty. Using a normative legal research method with a statutory and case study approach, this paper analyzes the legal basis of polygamy regulation, the legal consequences of unauthorized polygamy, and the legal remedies available to aggrieved parties. The findings indicate that Ahmad Dhani's marriage to Mulan Jameela without obtaining permission from the Religious Court and without the consent of his first wife, Maia Estianty, constituted an unlawful act under Indonesian marriage law. Such unauthorized polygamy renders the second marriage legally defective and potentially voidable. Furthermore, the aggrieved wife has the legal right to file for divorce and claim compensation under applicable civil law provisions. This study also reveals systemic weaknesses in the enforcement of polygamy regulations in Indonesia, particularly the lack of effective sanctions against violators. Recommendations are directed at legislative reform to strengthen existing provisions and enhance judicial oversight of polygamous marriages in Indonesia.

this study aims to evaluate the impact of capacity building for village officials in Anjir Seberang Pasar I Village on the effectiveness of village administrative and financial management following the implementation of Law No. 6 of 2014. The primary focus of the study is to measure changes in the competencies of village officials before and after the implementation of technical guidance, as well as the use of the Village Financial System (Siskeudes) application and Internet Banking Business. The research method used is qualitative with a case study approach, in which data collection was conducted through observation, interviews, and the completion of pre-test and post-test questionnaires by respondents consisting of the Village Secretary, Kaur, and Kasi. The results of the study indicate a significant increase in three key variables: perceived usefulness, perceived ease of use, and attitude toward using. Quantitatively, the average validation score from respondents reached 4.53 (on a 5.0 scale), which falls into the “Agree” category regarding the system’s effectiveness. Based on data analysis, the success rate of capacity building for village officials was recorded at 29.23%, with a final understanding rate reaching 91.33%. These findings indicate that practice-oriented and participatory training is capable of improving the technical skills and accountability of village officials in managing digital-based government administration. The integration of Siskeudes and digital banking has proven to have a positive impact on a safer and more transparent payroll system at the village level.