├── Master Guide of Time Series Analysis.pdf ├── README.md ├── Time Series Analysis Tutorial By Analytics Vidhya.pdf ├── Time Series in Python.ipynb └── international-airline-passengers.csv /Master Guide of Time Series Analysis.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ashishpatel26/Introduction-to-Time-Series-forecasting/e31fe4be470b3b2a9de598b99b61e5e28d0147bd/Master Guide of Time Series Analysis.pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Introduction-to-Time-Series-forecasting-Python 2 | Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation. 3 | -------------------------------------------------------------------------------- /Time Series Analysis Tutorial By Analytics Vidhya.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ashishpatel26/Introduction-to-Time-Series-forecasting/e31fe4be470b3b2a9de598b99b61e5e28d0147bd/Time Series Analysis Tutorial By Analytics Vidhya.pdf -------------------------------------------------------------------------------- /international-airline-passengers.csv: -------------------------------------------------------------------------------- 1 | 1949-01,112 2 | 1949-02,118 3 | 1949-03,132 4 | 1949-04,129 5 | 1949-05,121 6 | 1949-06,135 7 | 1949-07,148 8 | 1949-08,148 9 | 1949-09,136 10 | 1949-10,119 11 | 1949-11,104 12 | 1949-12,118 13 | 1950-01,115 14 | 1950-02,126 15 | 1950-03,141 16 | 1950-04,135 17 | 1950-05,125 18 | 1950-06,149 19 | 1950-07,170 20 | 1950-08,170 21 | 1950-09,158 22 | 1950-10,133 23 | 1950-11,114 24 | 1950-12,140 25 | 1951-01,145 26 | 1951-02,150 27 | 1951-03,178 28 | 1951-04,163 29 | 1951-05,172 30 | 1951-06,178 31 | 1951-07,199 32 | 1951-08,199 33 | 1951-09,184 34 | 1951-10,162 35 | 1951-11,146 36 | 1951-12,166 37 | 1952-01,171 38 | 1952-02,180 39 | 1952-03,193 40 | 1952-04,181 41 | 1952-05,183 42 | 1952-06,218 43 | 1952-07,230 44 | 1952-08,242 45 | 1952-09,209 46 | 1952-10,191 47 | 1952-11,172 48 | 1952-12,194 49 | 1953-01,196 50 | 1953-02,196 51 | 1953-03,236 52 | 1953-04,235 53 | 1953-05,229 54 | 1953-06,243 55 | 1953-07,264 56 | 1953-08,272 57 | 1953-09,237 58 | 1953-10,211 59 | 1953-11,180 60 | 1953-12,201 61 | 1954-01,204 62 | 1954-02,188 63 | 1954-03,235 64 | 1954-04,227 65 | 1954-05,234 66 | 1954-06,264 67 | 1954-07,302 68 | 1954-08,293 69 | 1954-09,259 70 | 1954-10,229 71 | 1954-11,203 72 | 1954-12,229 73 | 1955-01,242 74 | 1955-02,233 75 | 1955-03,267 76 | 1955-04,269 77 | 1955-05,270 78 | 1955-06,315 79 | 1955-07,364 80 | 1955-08,347 81 | 1955-09,312 82 | 1955-10,274 83 | 1955-11,237 84 | 1955-12,278 85 | 1956-01,284 86 | 1956-02,277 87 | 1956-03,317 88 | 1956-04,313 89 | 1956-05,318 90 | 1956-06,374 91 | 1956-07,413 92 | 1956-08,405 93 | 1956-09,355 94 | 1956-10,306 95 | 1956-11,271 96 | 1956-12,306 97 | 1957-01,315 98 | 1957-02,301 99 | 1957-03,356 100 | 1957-04,348 101 | 1957-05,355 102 | 1957-06,422 103 | 1957-07,465 104 | 1957-08,467 105 | 1957-09,404 106 | 1957-10,347 107 | 1957-11,305 108 | 1957-12,336 109 | 1958-01,340 110 | 1958-02,318 111 | 1958-03,362 112 | 1958-04,348 113 | 1958-05,363 114 | 1958-06,435 115 | 1958-07,491 116 | 1958-08,505 117 | 1958-09,404 118 | 1958-10,359 119 | 1958-11,310 120 | 1958-12,337 121 | 1959-01,360 122 | 1959-02,342 123 | 1959-03,406 124 | 1959-04,396 125 | 1959-05,420 126 | 1959-06,472 127 | 1959-07,548 128 | 1959-08,559 129 | 1959-09,463 130 | 1959-10,407 131 | 1959-11,362 132 | 1959-12,405 133 | 1960-01,417 134 | 1960-02,391 135 | 1960-03,419 136 | 1960-04,461 137 | 1960-05,472 138 | 1960-06,535 139 | 1960-07,622 140 | 1960-08,606 141 | 1960-09,508 142 | 1960-10,461 143 | 1960-11,390 144 | 1960-12,432 145 | --------------------------------------------------------------------------------