\n", " | parameters | \n", "aic | \n", "
---|---|---|
0 | \n", "(2, 3, 1, 1) | \n", "3888.642174 | \n", "
1 | \n", "(3, 2, 1, 1) | \n", "3888.763568 | \n", "
2 | \n", "(4, 2, 1, 1) | \n", "3890.279740 | \n", "
3 | \n", "(3, 3, 1, 1) | \n", "3890.513196 | \n", "
4 | \n", "(2, 4, 1, 1) | \n", "3892.302849 | \n", "
\n", " | y | \n", "lag_6 | \n", "lag_7 | \n", "lag_8 | \n", "lag_9 | \n", "lag_10 | \n", "lag_11 | \n", "lag_12 | \n", "lag_13 | \n", "lag_14 | \n", "lag_15 | \n", "lag_16 | \n", "lag_17 | \n", "lag_18 | \n", "lag_19 | \n", "lag_20 | \n", "lag_21 | \n", "lag_22 | \n", "lag_23 | \n", "lag_24 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Time | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
2017-09-21 17:00:00 | \n", "151790 | \n", "132335.0 | \n", "114380.0 | \n", "105635.0 | \n", "98860.0 | \n", "97290.0 | \n", "106495.0 | \n", "113950.0 | \n", "121910.0 | \n", "94945.0 | \n", "80195.0 | \n", "72150.0 | \n", "70335.0 | \n", "76050.0 | \n", "88170.0 | \n", "101360.0 | \n", "123945.0 | \n", "142425.0 | \n", "146215.0 | \n", "139515.0 | \n", "
2017-09-21 18:00:00 | \n", "155665 | \n", "146630.0 | \n", "132335.0 | \n", "114380.0 | \n", "105635.0 | \n", "98860.0 | \n", "97290.0 | \n", "106495.0 | \n", "113950.0 | \n", "121910.0 | \n", "94945.0 | \n", "80195.0 | \n", "72150.0 | \n", "70335.0 | \n", "76050.0 | \n", "88170.0 | \n", "101360.0 | \n", "123945.0 | \n", "142425.0 | \n", "146215.0 | \n", "
2017-09-21 19:00:00 | \n", "155890 | \n", "141995.0 | \n", "146630.0 | \n", "132335.0 | \n", "114380.0 | \n", "105635.0 | \n", "98860.0 | \n", "97290.0 | \n", "106495.0 | \n", "113950.0 | \n", "121910.0 | \n", "94945.0 | \n", "80195.0 | \n", "72150.0 | \n", "70335.0 | \n", "76050.0 | \n", "88170.0 | \n", "101360.0 | \n", "123945.0 | \n", "142425.0 | \n", "
2017-09-21 20:00:00 | \n", "123395 | \n", "142815.0 | \n", "141995.0 | \n", "146630.0 | \n", "132335.0 | \n", "114380.0 | \n", "105635.0 | \n", "98860.0 | \n", "97290.0 | \n", "106495.0 | \n", "113950.0 | \n", "121910.0 | \n", "94945.0 | \n", "80195.0 | \n", "72150.0 | \n", "70335.0 | \n", "76050.0 | \n", "88170.0 | \n", "101360.0 | \n", "123945.0 | \n", "
2017-09-21 21:00:00 | \n", "103080 | \n", "146020.0 | \n", "142815.0 | \n", "141995.0 | \n", "146630.0 | \n", "132335.0 | \n", "114380.0 | \n", "105635.0 | \n", "98860.0 | \n", "97290.0 | \n", "106495.0 | \n", "113950.0 | \n", "121910.0 | \n", "94945.0 | \n", "80195.0 | \n", "72150.0 | \n", "70335.0 | \n", "76050.0 | \n", "88170.0 | \n", "101360.0 | \n", "
2017-09-21 22:00:00 | \n", "95155 | \n", "152120.0 | \n", "146020.0 | \n", "142815.0 | \n", "141995.0 | \n", "146630.0 | \n", "132335.0 | \n", "114380.0 | \n", "105635.0 | \n", "98860.0 | \n", "97290.0 | \n", "106495.0 | \n", "113950.0 | \n", "121910.0 | \n", "94945.0 | \n", "80195.0 | \n", "72150.0 | \n", "70335.0 | \n", "76050.0 | \n", "88170.0 | \n", "
2017-09-21 23:00:00 | \n", "80285 | \n", "151790.0 | \n", "152120.0 | \n", "146020.0 | \n", "142815.0 | \n", "141995.0 | \n", "146630.0 | \n", "132335.0 | \n", "114380.0 | \n", "105635.0 | \n", "98860.0 | \n", "97290.0 | \n", "106495.0 | \n", "113950.0 | \n", "121910.0 | \n", "94945.0 | \n", "80195.0 | \n", "72150.0 | \n", "70335.0 | \n", "76050.0 | \n", "
\n", " | y | \n", "lag_6 | \n", "lag_7 | \n", "lag_8 | \n", "lag_9 | \n", "lag_10 | \n", "lag_11 | \n", "lag_12 | \n", "lag_13 | \n", "lag_14 | \n", "lag_15 | \n", "lag_16 | \n", "lag_17 | \n", "lag_18 | \n", "lag_19 | \n", "lag_20 | \n", "lag_21 | \n", "lag_22 | \n", "lag_23 | \n", "lag_24 | \n", "hour | \n", "weekday | \n", "is_weekend | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Time | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
2017-09-21 19:00:00 | \n", "155890 | \n", "141995.0 | \n", "146630.0 | \n", "132335.0 | \n", "114380.0 | \n", "105635.0 | \n", "98860.0 | \n", "97290.0 | \n", "106495.0 | \n", "113950.0 | \n", "121910.0 | \n", "94945.0 | \n", "80195.0 | \n", "72150.0 | \n", "70335.0 | \n", "76050.0 | \n", "88170.0 | \n", "101360.0 | \n", "123945.0 | \n", "142425.0 | \n", "19 | \n", "3 | \n", "0 | \n", "
2017-09-21 20:00:00 | \n", "123395 | \n", "142815.0 | \n", "141995.0 | \n", "146630.0 | \n", "132335.0 | \n", "114380.0 | \n", "105635.0 | \n", "98860.0 | \n", "97290.0 | \n", "106495.0 | \n", "113950.0 | \n", "121910.0 | \n", "94945.0 | \n", "80195.0 | \n", "72150.0 | \n", "70335.0 | \n", "76050.0 | \n", "88170.0 | \n", "101360.0 | \n", "123945.0 | \n", "20 | \n", "3 | \n", "0 | \n", "
2017-09-21 21:00:00 | \n", "103080 | \n", "146020.0 | \n", "142815.0 | \n", "141995.0 | \n", "146630.0 | \n", "132335.0 | \n", "114380.0 | \n", "105635.0 | \n", "98860.0 | \n", "97290.0 | \n", "106495.0 | \n", "113950.0 | \n", "121910.0 | \n", "94945.0 | \n", "80195.0 | \n", "72150.0 | \n", "70335.0 | \n", "76050.0 | \n", "88170.0 | \n", "101360.0 | \n", "21 | \n", "3 | \n", "0 | \n", "
2017-09-21 22:00:00 | \n", "95155 | \n", "152120.0 | \n", "146020.0 | \n", "142815.0 | \n", "141995.0 | \n", "146630.0 | \n", "132335.0 | \n", "114380.0 | \n", "105635.0 | \n", "98860.0 | \n", "97290.0 | \n", "106495.0 | \n", "113950.0 | \n", "121910.0 | \n", "94945.0 | \n", "80195.0 | \n", "72150.0 | \n", "70335.0 | \n", "76050.0 | \n", "88170.0 | \n", "22 | \n", "3 | \n", "0 | \n", "
2017-09-21 23:00:00 | \n", "80285 | \n", "151790.0 | \n", "152120.0 | \n", "146020.0 | \n", "142815.0 | \n", "141995.0 | \n", "146630.0 | \n", "132335.0 | \n", "114380.0 | \n", "105635.0 | \n", "98860.0 | \n", "97290.0 | \n", "106495.0 | \n", "113950.0 | \n", "121910.0 | \n", "94945.0 | \n", "80195.0 | \n", "72150.0 | \n", "70335.0 | \n", "76050.0 | \n", "23 | \n", "3 | \n", "0 | \n", "
\n", " | published | \n", "domain | \n", "url | \n", "
---|---|---|---|
0 | \n", "2012-08-13 22:54:53.510Z | \n", "medium.com | \n", "https://medium.com/policy/medium-terms-of-serv... | \n", "
1 | \n", "2012-08-13 22:57:17.248Z | \n", "medium.com | \n", "https://medium.com/policy/medium-privacy-polic... | \n", "
2 | \n", "2016-11-04 23:40:43.364Z | \n", "medium.com | \n", "https://medium.com/@Medium/personalize-your-me... | \n", "
3 | \n", "2016-12-24 18:21:13.427Z | \n", "medium.com | \n", "https://medium.com/holiday-poems/xmas-morning-... | \n", "
4 | \n", "2015-09-22 21:37:48.207Z | \n", "blog.medium.com | \n", "https://blog.medium.com/taking-a-side-on-net-n... | \n", "
\n", " | published | \n", "url | \n", "
---|---|---|
50931 | \n", "1970-01-01 00:00:00.001 | \n", "https://medium.com/iiot | \n", "
40243 | \n", "1970-01-01 00:00:00.001 | \n", "https://medium.com/@ikaella/melon-rebranding-b... | \n", "
37395 | \n", "1970-01-18 05:11:46.500 | \n", "http://www.novosti.rs/%D0%B2%D0%B5%D1%81%D1%82... | \n", "
\n", " | published | \n", "url | \n", "
---|---|---|
24630 | \n", "2012-08-15 00:25:03.373 | \n", "https://medium.com/launch-day/jean-attempts-to... | \n", "
24631 | \n", "2012-08-15 00:25:29.419 | \n", "https://medium.com/launch-day/dan-and-kristin-... | \n", "
17811 | \n", "2012-08-15 00:34:59.502 | \n", "https://medium.com/i-m-h-o/the-world-is-social... | \n", "
\n", " | published | \n", "url | \n", "
---|---|---|
62122 | \n", "2017-06-25 23:36:01.171 | \n", "https://medium.com/push-the-pace/the-official-... | \n", "
72471 | \n", "2017-06-25 23:41:48.295 | \n", "https://medium.com/parti-xyz-developers/%EA%B4... | \n", "
83283 | \n", "2017-06-25 23:51:43.000 | \n", "http://www.johanr.com/blog/people-support-dreams | \n", "
\n", " | posts | \n", "
---|---|
published | \n", "\n", " |
2012-08-15 00:25:03.373 | \n", "1 | \n", "
2012-08-15 00:25:29.419 | \n", "1 | \n", "
2012-08-15 00:34:59.502 | \n", "1 | \n", "
\n", " | posts | \n", "
---|---|
published | \n", "\n", " |
2012-08-15 | \n", "16 | \n", "
2012-08-16 | \n", "11 | \n", "
2012-08-17 | \n", "4 | \n", "
\n", " | posts | \n", "
---|---|
published | \n", "\n", " |
2015-01-01 | \n", "8 | \n", "
2015-01-02 | \n", "11 | \n", "
2015-01-03 | \n", "11 | \n", "
\n", " | ds | \n", "y | \n", "
---|---|---|
904 | \n", "2017-06-23 | \n", "421 | \n", "
905 | \n", "2017-06-24 | \n", "277 | \n", "
906 | \n", "2017-06-25 | \n", "253 | \n", "
\n", " | ds | \n", "y | \n", "
---|---|---|
874 | \n", "2017-05-24 | \n", "375 | \n", "
875 | \n", "2017-05-25 | \n", "298 | \n", "
876 | \n", "2017-05-26 | \n", "269 | \n", "
\n", " | ds | \n", "
---|---|
904 | \n", "2017-06-23 | \n", "
905 | \n", "2017-06-24 | \n", "
906 | \n", "2017-06-25 | \n", "
\n", " | ds | \n", "trend | \n", "yhat_lower | \n", "yhat_upper | \n", "trend_lower | \n", "trend_upper | \n", "additive_terms | \n", "additive_terms_lower | \n", "additive_terms_upper | \n", "weekly | \n", "weekly_lower | \n", "weekly_upper | \n", "yearly | \n", "yearly_lower | \n", "yearly_upper | \n", "multiplicative_terms | \n", "multiplicative_terms_lower | \n", "multiplicative_terms_upper | \n", "yhat | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
904 | \n", "2017-06-23 | \n", "276.049274 | \n", "251.211755 | \n", "302.945913 | \n", "275.739204 | \n", "276.451558 | \n", "2.359168 | \n", "2.359168 | \n", "2.359168 | \n", "3.478804 | \n", "3.478804 | \n", "3.478804 | \n", "-1.119637 | \n", "-1.119637 | \n", "-1.119637 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "278.408441 | \n", "
905 | \n", "2017-06-24 | \n", "276.750096 | \n", "217.975539 | \n", "266.610956 | \n", "276.417651 | \n", "277.176730 | \n", "-34.950170 | \n", "-34.950170 | \n", "-34.950170 | \n", "-34.026715 | \n", "-34.026715 | \n", "-34.026715 | \n", "-0.923455 | \n", "-0.923455 | \n", "-0.923455 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "241.799926 | \n", "
906 | \n", "2017-06-25 | \n", "277.450918 | \n", "220.527041 | \n", "270.371419 | \n", "277.082002 | \n", "277.899216 | \n", "-31.310676 | \n", "-31.310676 | \n", "-31.310676 | \n", "-30.582721 | \n", "-30.582721 | \n", "-30.582721 | \n", "-0.727955 | \n", "-0.727955 | \n", "-0.727955 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "246.140241 | \n", "
\n", " | yhat | \n", "yhat_lower | \n", "yhat_upper | \n", "y | \n", "
---|---|---|---|---|
ds | \n", "\n", " | \n", " | \n", " | \n", " |
2017-06-23 | \n", "278.408441 | \n", "251.211755 | \n", "302.945913 | \n", "421 | \n", "
2017-06-24 | \n", "241.799926 | \n", "217.975539 | \n", "266.610956 | \n", "277 | \n", "
2017-06-25 | \n", "246.140241 | \n", "220.527041 | \n", "270.371419 | \n", "253 | \n", "