Media sosial telah menjadi bagian penting dalam kehidupan sehari-hari, namun penggunaannya yang tidak terkendali dapat memengaruhi kesehatan mental. Penelitian ini bertujuan untuk menganalisis hubungan antara durasi dan pola penggunaan media sosial dengan kesehatan mental pengguna usia 18–35 tahun. Metode yang digunakan adalah Exploratory Data Analysis (EDA) terhadap data 281 responden yang diperoleh melalui survei daring, dengan fokus pada durasi penggunaan, jenis platform, konten yang dikonsumsi, respons emosional pasca-penggunaan, pengalaman cyberbullying, serta karakteristik demografis. Hasil menunjukkan bahwa mayoritas responden menggunakan media sosial 6–9 jam per hari, namun korelasi antara durasi dan tekanan mental hanya negatif lemah (r = –0,24). Dampak psikologis lebih banyak dipengaruhi oleh kualitas pengalaman digital, terutama karakteristik platform, jenis konten, dan pengalaman cyberbullying. TikTok memiliki korelasi negatif terbesar (r = –0,25), sedangkan pengguna yang mengalami cyberbullying menunjukkan tekanan mental lebih tinggi. Secara demografis, Millennial dan perempuan menunjukkan tingkat tekanan mental lebih tinggi dibandingkan Gen-Z dan laki-laki. Kesimpulannya, media sosial cenderung memperkuat kondisi psikologis yang telah dimiliki pengguna, sehingga strategi digital well-being perlu difokuskan pada keamanan interaksi dan regulasi emosi daripada pembatasan durasi penggunaan. Hasil penelitian ini dapat menjadi dasar untuk penggunaan media sosial yang lebih sehat dan bijak.
Kata kunci: Exploratory Data Analysis; kesehatan mental; media sosial; visualisasi data

Indonesia, a leading palm oil producer, generates 1,250 tons of Oil Palm Empty Fruit Bunches (OPEFB) waste daily, typically disposed of through polluting combustion. This study explores repurposing OPEFB as a substrate for erythritol production, a popular sweetener with minimal impact on blood sugar. The research utilized Moniliella pollinis mutant SP5, a yeast capable of producing erythritol from various substrates. The process involved acid hydrolysis of OPEFB followed by fermentation. When fortified with 15% v/v molasses, OPEFB successfully served as an optimal carbon source for erythritol production, achieving a mass yield of 0.2878 g/g. Further improvement came through the use of ethyl methane sulfonate (EMS) mutagenesis, with the best mutant (mutant 7) reaching a yield mass of 0.3298 g/g and volumetric productivity of 0.0534 g/L/h. This research aims to advance Indonesia's self-sufficiency in erythritol production while providing a sustainable solution for OPEFB waste reduction, simultaneously addressing economic and environmental concerns.

Fenomena fear of missing out (FOMO) makin memengaruhi perilaku konsumtif masyarakat di era digital. Penelitian ini bertujuan untuk mengeksplorasi pengaruh FOMO terhadap pola pengeluaran di kalangan individu berusia 18–45 tahun dengan menggunakan pendekatan Exploratory Data Analysis (EDA). Data primer dikumpulkan melalui kuisioner daring dan dianalisis menggunakan teknik visualisasi berbasis Python  Hasil analisis menunjukkan adanya korelasi positif yang kuat antara tingkat FOMO dan perilaku pembelian impulsif, khususnya pada kalangan pengguna media sosial seperti TikTok dan Instagram. Faktor-faktor yang memengaruhi meliputi frekuensi tingkat paparan konten influencer, jenis metode pembayaran yang sering digunakan, dan momen promosi yang menciptakan rasa urgensi. Selain itu, ditemukan perbedaan pola konsumsi yang dipicu oleh FOMO berdasarkan variabel demografis seperti usia dan lokasi tempat tinggal. Hasil penelitian ini menegaskan pentingnya pemahaman terhadap faktor psikologis dan sosial yang memengaruhi tren konsumsi digital. Penelitian ini memberikan wawasan yang bermanfaat bagi pelaku bisnis dalam merancang strategi pemasaran yang tepat sasaran, serta bagi pemangku kebijakan dalam mendorong perilaku konsumsi yang lebih bijak di era digital. 
  
Kata Kunci - Exploratory Data Analysis (EDA); Fear of Missing Out (FOMO); perilaku konsumtif; media sosial; visualisasi data.

Phishing merupakan teknik kejahatan siber yang memanfaatkan rekayasa sosial untuk mencuri data sensitif, seperti kredensial login dan informasi keuangan. Kesulitan dalam mendeteksi URL phishing yang sering kali tersamarkan menjadi permasalahan utama. Penelitian ini menawarkan solusi berupa alat Open Source Intelligence (OSINT) berbasis web yang dibangun menggunakan framework Laravel dan bahasa pemrograman PHP. Alat ini mengintegrasikan tiga API, VirusTotal, WhoisXML, dan ip-api—untuk memverifikasi keamanan URL secara otomatis. Dengan menggunakan metodologi waterfall untuk pengembangan dan siklus hidup OSINT untuk operasional, sistem ini mampu melakukan analisis mendalam terhadap URL yang diinput pengguna. Hasil pengujian kuantitatif terhadap 80 URL menunjukkan tingkat akurasi deteksi sebesar 98,75%, dengan hanya satu kasus false positive. Luaran dari penelitian ini adalah sebuah alat OSINT yang tidak hanya mampu mendeteksi URL phishing secara akurat, tetapi juga menyediakan laporan analisis mendetail, informasi domain, serta fitur edukasi berupa panduan dan kuis interaktif untuk meningkatkan kesadaran pengguna terhadap ancaman siber.
 
Kata Kunci : Phishing, Open Source Intelligence, Application Programming Interface, Website Deteksi URL Phishing, Framework Laravel

Oil losses in palm oil processing materials, such as Final Effluent, Empty Fruit Bunches, Kernels, Pressed Fiber, and Decanter Solids, pose significant challenges in ensuring production efficiency. Free and Open Source Software Near Infrared Spectroscopy (FOSS-NIRS) technology has been proven capable of quickly and efficiently detecting oil content, but its detection accuracy requires further analytical support. This study aims to develop a machine learning model that can accurately classify FOSS-NIRS data to detect oil losses that are either above the standard (red category) or below the standard (green category). By utilizing FOSS-NIRS data across five material categories, the proposed model is expected to provide precise predictions and support decision-making in palm oil production processes. The results of the study indicate that applying machine learning methods to FOSS-NIRS data can enhance the accuracy of oil loss classification, making it a potential solution for broader implementation in the palm oil processing industry to optimize production efficiency.
 
Keywords - Oil, Palm Oil, Losses, FOSS-NIRS.

An Environmental Park is an urban green open space that plays a crucial ecological, social, and aesthetic role. However, several established environmental parks in Malang City, namely Merjosari, Slamet, Merbabu Family, and Trunojoyo Parks, are experiencing a decline in visitors. This decline is attributed to a lack of functional optimization and aesthetic appeal, compounded by competition from newer parks. This research aims to evaluate the functional performance of these specific parks. The study employs the Key Performance Index (KPI) methodology to assess key aspects, including physical conditions, park quality, spatial design, park elements, and visitor activities. The results indicate that only Merjosari Park meets the standard criteria. Otherwise, Slamet Park, Merbabu Family Park, and Trunojoyo Park were categorized as below standard. These findings highlight the urgent need for the Malang City Environmental Agency, as the managing authority, to implement comprehensive improvements. Recommendations focus on enhancing the parks' physical components, quality, spatial layout, and amenities to revitalize their function and better serve the community.

Stunting remains a chronic nutritional issue and a significant public health challenge in Indonesia, particularly in rural areas such as Jurang Village, Temanggung Regency. One of the key contributing factors to the high prevalence of stunting is the low level of maternal knowledge regarding balanced nutrition and the appropriate practice of providing supplementary feeding (Pemberian Makanan Tambahan or PMT) for children under five. This study aims to evaluate the effectiveness of PMT menu leaflet media as a tool to increase mothers’ knowledge and awareness regarding stunting prevention. The research was conducted through a series of community-based surveys during Posyandu (integrated health post) activities across several neighborhood units (Rukun Warga or RW). These surveys identified cases of stunting and assessed the educational needs of mothers with young children. Based on the findings, a culturally and contextually adapted leaflet was developed, containing essential information about stunting, its early signs, the importance of PMT, and practical, nutritious recipes made from locally available ingredients. To expand accessibility, the leaflet also included a QR code linked to a digital e-book featuring 54 variations of PMT menus. The educational materials were distributed through door-to-door visits, accompanied by the direct provision of supplementary food, enabling immediate practice of the knowledge shared. Post-intervention results showed a significant improvement in maternal understanding of stunting and nutrition, as well as positive feedback regarding the clarity, relevance, and usefulness of the leaflet. The culturally tailored approach and integration of digital resources further enhanced engagement and knowledge retention. In conclusion, the PMT leaflet proved to be an effective, practical, low-cost, and replicable educational intervention to support community-based stunting prevention efforts in Jurang Village. This approach offers a promising model for similar rural areas facing high stunting rates across Indonesia.

This study aims to investigate the effects of liquidity, financial leverage, capital structure, and operating cash flow on financial performance, with financial distress serving as a mediating variable. The population comprises transportation and logistics companies listed on the Indonesia Stock Exchange (IDX) from 2019 to 2023, totaling 37 companies. The sample includes 20 companies, with quarterly financial reports yielding 400 observations. Secondary data were employed, and purposive sampling was utilized for sample selection. The analysis was conducted using panel data analysis at a 5% significance level, facilitated by STATA Version 17 software. Mediation was tested utilizing the Sobel test with a critical value of 1.96. The results reveal that liquidity significantly impacts both financial distress and financial performance; financial leverage significantly affects both financial distress and financial performance; capital structure significantly influences financial distress but does not significantly affect financial performance; operating cash flow does not significantly impact financial distress but significantly affects financial performance. Collectively, liquidity, financial leverage, capital structure, and operating cash flow significantly influence financial distress. Furthermore, liquidity, financial leverage, capital structure, operating cash flow, and financial distress together have a significant effect on financial performance. Mediation analysis indicates that financial distress significantly mediates the relationships between liquidity, financial leverage, capital structure, and financial performance, whereas financial distress does not significantly mediate the effect of operating cash flow on financial performance. It is recommended that transportation and logistics companies listed on the IDX actively enhance liquidity, optimally manage leverage and capital structure, and strengthen operational cash flow management to minimize financial distress risk and sustain financial performance.

The current transformation of the workplace demands that organizations be more adaptive in understanding the factors that influence employee productivity, especially among the younger generation. Generation Z, as an age group that is starting to dominate the workforce, brings different characteristics and needs, including in terms of work-life balance and motivation. They tend to value time more, opportunities for self-development, and an inclusive work environment that supports a balance between professional and personal life. This study aims to determine the relationship between work-life balance and motivation on the performance of Generation Z employees in Klaten Regency. This study used a quantitative approach with a survey method. A total of 100 respondents were selected using a purposive sampling technique based on age and employment status criteria. The research instrument was a questionnaire using a five-point Likert scale, which included statements related to the dimensions of work-life balance, levels of work motivation (both intrinsic and extrinsic), and employee performance indicators. Data were analyzed using IBM SPSS version 25 software with correlation tests and multiple regression. The results showed that both work-life balance and motivation have a positive and significant relationship on employee performance. Among these two variables, motivation is the dominant factor influencing performance improvement. This suggests that while work-life balance is important, internal employee motivations such as passion, purpose, and a sense of belonging have a greater impact on job performance. The implications of these findings suggest that companies need to design human resource management strategies that are not only flexible but also responsive to the needs of the younger generation. Creating a work environment that supports work-life balance, provides recognition, and provides career opportunities.

Pengabdian masyarakat ini bertujuan meningkatkan pengalaman belajar dan bermain anak usia dini kisaran 5-6 tahun di KB/TK Darussalam P4A Semarang yang memiliki keterbatasan ruang. Melalui metode Pendidikan Masyarakat, kami merancang dan mengimplementasikan permainan edukatif "Plastic Rush" dan "Motoric Wall". Uji coba langsung menunjukkan respon positif dari anak-anak dan guru, menegaskan efektivitas permainan sebagai strategi pembelajaran. Kegiatan ini berhasil memberikan pelatihan dan penyuluhan praktis yang meningkatkan kualitas interaksi bermain dan belajar.