PYTHON ASOSIDA EPIDEMIOLOGIK MA’LUMOTLARNI VIZUAL TAHLIL QILISH VA PROGNOZLASH ALGORITMLARI
Keywords:
epidemiologik ma’lumotlar, Python, vizual tahlil, prognozlash algoritmlari, pandemiya, Matplotlib.Abstract
Mazkur maqolada epidemiologik ma’lumotlarni tahlil qilish, vizualizatsiya va prognozlash jarayonlarini amalga oshirish uchun Python dasturlash tiliga asoslangan algoritmik yondashuvlar tadqiq etiladi. Tadqiqot doirasida pandemiya va infeksion kasalliklar tarqalish dinamikasini aniqlash, vaqt qatorlarini tahlil qilish hamda epidemiologik holatni bashoratlashga mo‘ljallangan vizual modellar ishlab chiqildi. Pythonning NumPy, Pandas va Matplotlib kutubxonalari asosida statistik ko‘rsatkichlar hisoblandi va grafik modellar orqali ma’lumotlarning makon-vaqt bo‘yicha o‘zgarishi aks ettirildi. Olingan natijalar epidemiologik monitoringni avtomatlashtirish, qaror qabul qilish jarayonini qo‘llab-quvvatlash hamda sog‘liqni saqlash tizimida tezkor tahlilni ta’minlash imkonini berishini ko‘rsatdi.
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References
Zohirov K. et al. Electromyography-Based Sign Language Recognition: A Low-Channel Approach for Classifying Fruit Name Gestures //Signals. – 2025. – Т. 6. – №. 4. – С. 50.
Ochilova S., Berdiyev G., Xujaqulov N. Fraktal nazariyasiga asoslangan musiqa kompozitsiyasining tahliliy usullari //Journal of Transport. – 2025. – Т. 2. – №. 3. – С. 136-139.
Bekhzod N., Berdiev G. Development of a System for Automating the Process of Lending to Individuals in Banks //American Journal of Public Diplomacy and International Studies (2993-2157). – 2023. – Т. 12. – С. 21.
Golib B. Methods of constructing 3d shapes of hypercomplex fractals //Harvard Educational and Scientific Review. – 2022. – Т. 2. – №. 2.
Berdiev G. ME’MORIY FRAKTAL SHAKLLARNING TAHLILI VA ISTIQBOLDAGI O ‘RNI //DIGITAL TRANSFORMATION AND ARTIFICIAL INTELLIGENCE. – 2023. – Т. 1. – №. 4. – С. 23-31.
Pardayeva G. TALABALARNING INTELLEKTUAL SALOHIYATINI RIVOJLANTIRISHDA AXBOROT TEXNOLOGIYALARIDAN FOYDALANISHNING USTUVOR YO ‘NALISHLARI. TRANSFORMING EDUCATION THROUGH SCIENTIFIC DISCOVERY. – 2025.
Sadullaeva S. A., Pardaeva G. Numerical Investigation one System Reaction-Diffusion with Double Nonlineari //Journal of Mathematics, Mechanics and Computer Science. – 2015. – Т. 86. – №. 3. – С. 58-62.
Zohirov K. et al. Electromyography-Based Sign Language Recognition: A Low-Channel Approach for Classifying Fruit Name Gestures //Signals. – 2025. – Т. 6. – №. 4. – С. 50.
Pardaeva G., qizi Vakilova L. N., qizi Samandarova S. J. THE ROLE OF MOBILE APPS IN SIMPLIFYING ENGLISH LEARNING //Global Science Review. – 2025. – Т. 4. – №. 5. – С. 685-691.
