Analisis Data

Analisis Data

Mengenal Analisis Data Analisis data adalah proses mengubah data mentah menjadi wawasan (insight) yang berguna untuk pengambilan keputusan. Secara umum, proses ini melibatkan pembersihan, transformasi, dan pemodelan data. Tahapan Analisis Data Proses ini biasanya mengikuti siklus hidup data agar hasilnya akurat dan objektif: Definisi Masalah: Menentukan pertanyaan apa yang ingin dijawab (Misal: "Mengapa penjualan turun di bulan lalu?"). - Pengumpulan Data: Mengambil data dari berbagai sumber (database, survei, web scraping, atau sensor). - Pembersihan Data (Data Cleaning): Menghapus data yang duplikat, memperbaiki format yang salah, dan menangani nilai yang hilang (missing values). - Analisis Eksploratif (EDA): Mencari pola, tren, atau anomali awal menggunakan statistik deskriptif dan visualisasi sederhana. - Pemodelan dan Interpretasi: Menggunakan algoritma atau teknik statistik untuk menarik kesimpulan atau prediksi. - Visualisasi …

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