| đź“ť Take note |
|---|
| This probably isn't the epidatr you're looking for. There's a much more mature package of the same name now available from the maintainers of the epidata API. I recommend any one who stumbles upon this repo in seach of an R api client to look there instead. This repo will now be archived and read-only for the purpose of maintaining the reproduciblity of past projects. |
The goal of epidatr is to provide a convenient way for R users to access data released by the Delphi group’s Epidata API. Currently, it provides accesss only to the FluView and COVID-19 API endpoints. This is not an official R client for the API in any sense. Rather it is simply one contributed option.
This package may be installed from GitHub with:
# install.packages("devtools")
devtools::install_github("e3bo/epidatr")View the covid data available:
library(epidatr)
covidcast(source = "covidcast_meta")$epidata
#> data_source signal time_type geo_type min_time
#> 1 doctor-visits smoothed_adj_cli day county 20200201
#> 2 doctor-visits smoothed_adj_cli day hrr 20200201
#> 3 doctor-visits smoothed_adj_cli day msa 20200201
#> 4 doctor-visits smoothed_adj_cli day state 20200201
#> 5 doctor-visits smoothed_cli day county 20200201
#> 6 doctor-visits smoothed_cli day hrr 20200201
#> 7 doctor-visits smoothed_cli day msa 20200201
#> 8 doctor-visits smoothed_cli day state 20200201
#> 9 fb-survey raw_cli day county 20200406
#> 10 fb-survey raw_cli day hrr 20200406
#> 11 fb-survey raw_cli day msa 20200406
#> 12 fb-survey raw_cli day state 20200406
#> 13 fb-survey raw_hh_cmnty_cli day county 20200415
#> 14 fb-survey raw_hh_cmnty_cli day hrr 20200415
#> 15 fb-survey raw_hh_cmnty_cli day msa 20200415
#> 16 fb-survey raw_hh_cmnty_cli day state 20200415
#> 17 fb-survey raw_ili day county 20200406
#> 18 fb-survey raw_ili day hrr 20200406
#> 19 fb-survey raw_ili day msa 20200406
#> 20 fb-survey raw_ili day state 20200406
#> 21 fb-survey raw_nohh_cmnty_cli day county 20200415
#> 22 fb-survey raw_nohh_cmnty_cli day hrr 20200415
#> 23 fb-survey raw_nohh_cmnty_cli day msa 20200415
#> 24 fb-survey raw_nohh_cmnty_cli day state 20200415
#> 25 fb-survey raw_wcli day county 20200406
#> 26 fb-survey raw_wcli day hrr 20200406
#> 27 fb-survey raw_wcli day msa 20200406
#> 28 fb-survey raw_wcli day state 20200406
#> 29 fb-survey raw_wili day county 20200406
#> 30 fb-survey raw_wili day hrr 20200406
#> 31 fb-survey raw_wili day msa 20200406
#> 32 fb-survey raw_wili day state 20200406
#> 33 fb-survey smoothed_cli day county 20200406
#> 34 fb-survey smoothed_cli day hrr 20200406
#> 35 fb-survey smoothed_cli day msa 20200406
#> 36 fb-survey smoothed_cli day state 20200406
#> 37 fb-survey smoothed_hh_cmnty_cli day county 20200415
#> 38 fb-survey smoothed_hh_cmnty_cli day hrr 20200415
#> 39 fb-survey smoothed_hh_cmnty_cli day msa 20200415
#> 40 fb-survey smoothed_hh_cmnty_cli day state 20200415
#> 41 fb-survey smoothed_ili day county 20200406
#> 42 fb-survey smoothed_ili day hrr 20200406
#> 43 fb-survey smoothed_ili day msa 20200406
#> 44 fb-survey smoothed_ili day state 20200406
#> 45 fb-survey smoothed_nohh_cmnty_cli day county 20200415
#> 46 fb-survey smoothed_nohh_cmnty_cli day hrr 20200415
#> 47 fb-survey smoothed_nohh_cmnty_cli day msa 20200415
#> 48 fb-survey smoothed_nohh_cmnty_cli day state 20200415
#> 49 fb-survey smoothed_wcli day county 20200406
#> 50 fb-survey smoothed_wcli day hrr 20200406
#> 51 fb-survey smoothed_wcli day msa 20200406
#> 52 fb-survey smoothed_wcli day state 20200406
#> 53 fb-survey smoothed_wili day county 20200406
#> 54 fb-survey smoothed_wili day hrr 20200406
#> 55 fb-survey smoothed_wili day msa 20200406
#> 56 fb-survey smoothed_wili day state 20200406
#> 57 ght raw_search day dma 20200201
#> 58 ght raw_search day hrr 20200201
#> 59 ght raw_search day msa 20200201
#> 60 ght raw_search day state 20200201
#> 61 ght smoothed_search day dma 20200201
#> 62 ght smoothed_search day hrr 20200201
#> 63 ght smoothed_search day msa 20200201
#> 64 ght smoothed_search day state 20200201
#> 65 google-survey raw_cli day county 20200411
#> 66 google-survey raw_cli day hrr 20200411
#> 67 google-survey raw_cli day msa 20200411
#> 68 google-survey raw_cli day state 20200411
#> 69 google-survey smoothed_cli day county 20200411
#> 70 google-survey smoothed_cli day hrr 20200411
#> 71 google-survey smoothed_cli day msa 20200411
#> 72 google-survey smoothed_cli day state 20200411
#> 73 indicator-combination nmf_day_doc_fbs_ght day county 20200406
#> 74 indicator-combination nmf_day_doc_fbs_ght day msa 20200406
#> 75 indicator-combination nmf_day_doc_fbs_ght day state 20200406
#> 76 jhu-csse confirmed_cumulative_num day county 20200122
#> 77 jhu-csse confirmed_cumulative_num day hrr 20200122
#> 78 jhu-csse confirmed_cumulative_num day msa 20200122
#> 79 jhu-csse confirmed_cumulative_num day state 20200122
#> 80 jhu-csse confirmed_incidence_num day county 20200122
#> 81 jhu-csse confirmed_incidence_num day hrr 20200122
#> 82 jhu-csse confirmed_incidence_num day msa 20200122
#> 83 jhu-csse confirmed_incidence_num day state 20200122
#> 84 jhu-csse confirmed_incidence_prop day county 20200122
#> 85 jhu-csse confirmed_incidence_prop day hrr 20200122
#> 86 jhu-csse confirmed_incidence_prop day msa 20200122
#> 87 jhu-csse confirmed_incidence_prop day state 20200122
#> 88 jhu-csse deaths_cumulative_num day county 20200122
#> 89 jhu-csse deaths_cumulative_num day hrr 20200122
#> 90 jhu-csse deaths_cumulative_num day msa 20200122
#> 91 jhu-csse deaths_cumulative_num day state 20200122
#> 92 jhu-csse deaths_incidence_num day county 20200122
#> 93 jhu-csse deaths_incidence_num day hrr 20200122
#> 94 jhu-csse deaths_incidence_num day msa 20200122
#> 95 jhu-csse deaths_incidence_num day state 20200122
#> 96 jhu-csse deaths_incidence_prop day county 20200122
#> 97 jhu-csse deaths_incidence_prop day hrr 20200122
#> 98 jhu-csse deaths_incidence_prop day msa 20200122
#> 99 jhu-csse deaths_incidence_prop day state 20200122
#> 100 quidel raw_pct_negative day msa 20200131
#> 101 quidel raw_pct_negative day state 20200131
#> 102 quidel raw_tests_per_device day msa 20200131
#> 103 quidel raw_tests_per_device day state 20200131
#> 104 quidel smoothed_pct_negative day msa 20200131
#> 105 quidel smoothed_pct_negative day state 20200131
#> 106 quidel smoothed_tests_per_device day msa 20200131
#> 107 quidel smoothed_tests_per_device day state 20200131
#> 108 youtube-survey raw_cli day state 20200421
#> 109 youtube-survey raw_ili day state 20200421
#> 110 youtube-survey smoothed_cli day state 20200421
#> 111 youtube-survey smoothed_ili day state 20200421
#> max_time num_locations last_update min_value max_value
#> 1 20200518 2129 2020-05-22 01:29:39 0.000000e+00 8.822196e+01
#> 2 20200518 306 2020-05-22 01:29:39 0.000000e+00 2.389395e+01
#> 3 20200518 378 2020-05-22 01:29:38 0.000000e+00 2.062523e+01
#> 4 20200518 51 2020-05-22 01:29:38 0.000000e+00 1.585931e+01
#> 5 20200518 2129 2020-05-22 01:29:39 0.000000e+00 7.252759e+01
#> 6 20200518 306 2020-05-22 01:29:39 0.000000e+00 2.063342e+01
#> 7 20200518 378 2020-05-22 01:29:38 0.000000e+00 1.761724e+01
#> 8 20200518 51 2020-05-22 01:29:38 0.000000e+00 1.577707e+01
#> 9 20200520 641 2020-05-21 12:44:03 0.000000e+00 5.080565e+00
#> 10 20200520 306 2020-05-21 12:44:04 0.000000e+00 4.550654e+00
#> 11 20200520 342 2020-05-21 12:44:05 0.000000e+00 4.014265e+00
#> 12 20200520 51 2020-05-21 12:44:05 0.000000e+00 3.168093e+00
#> 13 20200520 341 2020-05-21 12:44:03 4.128440e+00 5.575578e+01
#> 14 20200520 288 2020-05-21 12:44:04 5.319149e+00 4.908257e+01
#> 15 20200520 210 2020-05-21 12:44:05 4.415110e+00 4.367329e+01
#> 16 20200520 51 2020-05-21 12:44:05 5.319149e+00 3.413056e+01
#> 17 20200520 641 2020-05-21 12:44:03 0.000000e+00 5.080565e+00
#> 18 20200520 306 2020-05-21 12:44:04 0.000000e+00 4.550654e+00
#> 19 20200520 342 2020-05-21 12:44:05 0.000000e+00 4.702592e+00
#> 20 20200520 51 2020-05-21 12:44:05 0.000000e+00 3.168093e+00
#> 21 20200520 341 2020-05-21 12:44:03 2.293578e+00 4.594501e+01
#> 22 20200520 288 2020-05-21 12:44:05 2.583587e+00 4.491870e+01
#> 23 20200520 210 2020-05-21 12:44:05 2.941176e+00 3.745365e+01
#> 24 20200520 51 2020-05-21 12:44:05 2.583587e+00 2.895330e+01
#> 25 20200519 639 2020-05-21 12:44:00 0.000000e+00 4.493284e+00
#> 26 20200519 306 2020-05-21 12:44:02 0.000000e+00 4.549792e+00
#> 27 20200519 340 2020-05-21 12:44:02 0.000000e+00 3.942243e+00
#> 28 20200519 51 2020-05-21 12:44:03 0.000000e+00 3.040061e+00
#> 29 20200519 639 2020-05-21 12:44:00 0.000000e+00 4.187478e+00
#> 30 20200519 306 2020-05-21 12:44:02 0.000000e+00 4.549792e+00
#> 31 20200519 340 2020-05-21 12:44:02 0.000000e+00 4.376610e+00
#> 32 20200519 51 2020-05-21 12:44:03 0.000000e+00 3.040061e+00
#> 33 20200520 1529 2020-05-21 12:44:04 0.000000e+00 5.195195e+00
#> 34 20200520 306 2020-05-21 12:44:05 0.000000e+00 4.550654e+00
#> 35 20200520 381 2020-05-21 12:44:05 0.000000e+00 4.052366e+00
#> 36 20200520 52 2020-05-21 12:44:05 8.116883e-02 1.743573e+00
#> 37 20200520 1146 2020-05-21 12:44:04 3.174469e+00 5.403410e+01
#> 38 20200520 306 2020-05-21 12:44:05 8.976834e+00 4.661972e+01
#> 39 20200520 375 2020-05-21 12:44:05 6.172855e+00 5.551019e+01
#> 40 20200520 51 2020-05-21 12:44:05 9.176937e+00 3.325342e+01
#> 41 20200520 1529 2020-05-21 12:44:04 0.000000e+00 5.285285e+00
#> 42 20200520 306 2020-05-21 12:44:05 0.000000e+00 4.550654e+00
#> 43 20200520 381 2020-05-21 12:44:05 0.000000e+00 4.052366e+00
#> 44 20200520 52 2020-05-21 12:44:05 1.533747e-01 2.158709e+00
#> 45 20200520 1148 2020-05-21 12:44:04 0.000000e+00 4.864013e+01
#> 46 20200520 306 2020-05-21 12:44:05 2.941176e-02 4.267606e+01
#> 47 20200520 375 2020-05-21 12:44:05 2.866115e+00 4.988607e+01
#> 48 20200520 52 2020-05-21 12:44:05 0.000000e+00 2.893130e+01
#> 49 20200519 1520 2020-05-21 12:44:01 0.000000e+00 5.251973e+00
#> 50 20200519 306 2020-05-21 12:44:02 0.000000e+00 4.549792e+00
#> 51 20200519 381 2020-05-21 12:44:03 0.000000e+00 3.994253e+00
#> 52 20200519 52 2020-05-21 12:44:03 8.486689e-02 1.664537e+00
#> 53 20200519 1520 2020-05-21 12:44:01 0.000000e+00 5.343048e+00
#> 54 20200519 306 2020-05-21 12:44:02 0.000000e+00 4.549792e+00
#> 55 20200519 381 2020-05-21 12:44:03 0.000000e+00 3.994253e+00
#> 56 20200519 52 2020-05-21 12:44:03 1.345963e-01 2.014686e+00
#> 57 20200518 210 2020-05-21 00:51:19 0.000000e+00 1.398654e+03
#> 58 20200518 306 2020-05-21 00:51:19 0.000000e+00 6.369397e+02
#> 59 20200518 381 2020-05-21 00:51:19 0.000000e+00 1.398654e+03
#> 60 20200518 51 2020-05-21 00:51:19 0.000000e+00 4.147083e+02
#> 61 20200518 210 2020-05-21 00:51:19 0.000000e+00 5.098897e+02
#> 62 20200518 306 2020-05-21 00:51:19 0.000000e+00 2.508306e+02
#> 63 20200518 381 2020-05-21 00:51:19 0.000000e+00 5.098897e+02
#> 64 20200518 51 2020-05-21 00:51:19 0.000000e+00 2.300636e+02
#> 65 20200514 649 2020-05-15 14:51:20 4.098361e-01 3.542389e+01
#> 66 20200514 282 2020-05-15 14:51:20 7.812500e-01 2.387353e+01
#> 67 20200514 324 2020-05-15 14:51:20 0.000000e+00 2.028983e+01
#> 68 20200514 51 2020-05-15 14:51:20 2.173913e+00 1.878754e+01
#> 69 20200514 649 2020-05-15 14:51:20 8.805459e-01 2.875000e+01
#> 70 20200514 282 2020-05-15 14:51:20 3.701933e+00 2.272656e+01
#> 71 20200514 324 2020-05-15 14:51:20 3.018223e+00 1.913678e+01
#> 72 20200514 51 2020-05-15 14:51:20 3.641009e+00 1.810335e+01
#> 73 20200519 2014 2020-05-21 02:51:28 2.085665e-09 1.717806e+01
#> 74 20200519 381 2020-05-21 02:51:28 1.158330e-09 5.407806e+00
#> 75 20200519 52 2020-05-21 02:51:28 7.926791e-02 3.562433e+00
#> 76 20200520 3144 2020-05-21 18:51:25 0.000000e+00 1.945500e+05
#> 77 20200520 306 2020-05-21 18:51:45 0.000000e+00 1.959618e+05
#> 78 20200520 381 2020-05-21 18:51:48 0.000000e+00 4.463500e+05
#> 79 20200520 51 2020-05-21 18:51:52 0.000000e+00 3.543700e+05
#> 80 20200520 3144 2020-05-21 18:51:27 -3.360000e+02 7.837000e+03
#> 81 20200520 306 2020-05-21 18:51:46 -1.670275e+02 7.889536e+03
#> 82 20200520 381 2020-05-21 18:51:49 -2.670000e+02 1.476500e+04
#> 83 20200520 51 2020-05-21 18:51:52 -6.300000e+01 1.143400e+04
#> 84 20200520 3144 2020-05-21 18:51:29 -2.024291e+03 7.949309e+03
#> 85 20200520 306 2020-05-21 18:51:46 -5.599516e+01 2.069061e+02
#> 86 20200520 381 2020-05-21 18:51:49 -9.822155e+01 3.241166e+02
#> 87 20200520 51 2020-05-21 18:51:52 -4.633338e+00 1.673650e+02
#> 88 20200520 3144 2020-05-21 18:51:31 0.000000e+00 2.093400e+04
#> 89 20200520 306 2020-05-21 18:51:46 0.000000e+00 2.100805e+04
#> 90 20200520 381 2020-05-21 18:51:49 0.000000e+00 3.606800e+04
#> 91 20200520 51 2020-05-21 18:51:52 0.000000e+00 2.863600e+04
#> 92 20200520 3144 2020-05-21 18:51:33 -6.500000e+01 9.360000e+02
#> 93 20200520 306 2020-05-21 18:51:46 -6.449795e+01 9.374344e+02
#> 94 20200520 381 2020-05-21 18:51:50 -3.600000e+01 1.453000e+03
#> 95 20200520 51 2020-05-21 18:51:52 -8.700000e+01 1.270000e+03
#> 96 20200520 3144 2020-05-21 18:51:36 -8.988764e+01 1.064207e+02
#> 97 20200520 306 2020-05-21 18:51:47 -8.285656e+00 2.125915e+01
#> 98 20200520 381 2020-05-21 18:51:50 -6.596741e+00 2.317244e+01
#> 99 20200520 51 2020-05-21 18:51:52 -9.794882e-01 1.103849e+01
#> 100 20200510 261 2020-05-12 00:51:28 9.090909e+00 1.000000e+02
#> 101 20200510 51 2020-05-12 00:51:28 2.142857e+01 1.000000e+02
#> 102 20200510 261 2020-05-12 00:51:28 1.000000e+00 2.700000e+01
#> 103 20200510 51 2020-05-12 00:51:28 1.000000e+00 1.400000e+01
#> 104 20200510 307 2020-05-12 00:51:28 9.090909e+00 1.000000e+02
#> 105 20200510 51 2020-05-12 00:51:28 4.871795e+01 1.000000e+02
#> 106 20200510 307 2020-05-12 00:51:28 1.000000e+00 1.422222e+01
#> 107 20200510 51 2020-05-12 00:51:28 1.000000e+00 9.600000e+00
#> 108 20200519 19 2020-05-20 11:51:43 0.000000e+00 3.083082e+00
#> 109 20200519 19 2020-05-20 11:51:43 0.000000e+00 3.195694e+00
#> 110 20200519 42 2020-05-20 11:51:43 0.000000e+00 4.532164e+00
#> 111 20200519 42 2020-05-20 11:51:43 0.000000e+00 4.532164e+00
#> mean_value stdev_value
#> 1 0.9977323 1.960890e+00
#> 2 1.2568592 2.097470e+00
#> 3 1.0457375 1.704490e+00
#> 4 1.3246357 1.849205e+00
#> 5 0.8444099 1.679295e+00
#> 6 1.1293638 1.918449e+00
#> 7 0.9143129 1.509683e+00
#> 8 1.3472737 1.918573e+00
#> 9 0.5615667 5.215496e-01
#> 10 0.5535693 4.853506e-01
#> 11 0.5335141 4.877029e-01
#> 12 0.5704093 3.227692e-01
#> 13 18.9043452 5.608315e+00
#> 14 18.9682374 5.320162e+00
#> 15 18.3028178 4.955786e+00
#> 16 19.2223742 3.961225e+00
#> 17 0.5809265 5.284535e-01
#> 18 0.5709305 4.910393e-01
#> 19 0.5519248 4.959904e-01
#> 20 0.5884204 3.307197e-01
#> 21 14.8427017 5.322600e+00
#> 22 14.8037476 5.045556e+00
#> 23 14.1880591 4.695379e+00
#> 24 14.9539595 3.750323e+00
#> 25 0.5714819 5.211865e-01
#> 26 0.5742925 5.145779e-01
#> 27 0.5484323 4.917851e-01
#> 28 0.5994974 3.487093e-01
#> 29 0.5888792 5.252287e-01
#> 30 0.5898422 5.195318e-01
#> 31 0.5646019 4.978239e-01
#> 32 0.6147442 3.558120e-01
#> 33 0.6044410 4.506785e-01
#> 34 0.6048981 3.245312e-01
#> 35 0.5948972 3.774338e-01
#> 36 0.5991856 2.187706e-01
#> 37 19.0102458 5.358968e+00
#> 38 19.8167176 5.125915e+00
#> 39 19.2109460 5.063096e+00
#> 40 19.7403142 3.678095e+00
#> 41 0.6243056 4.573954e-01
#> 42 0.6242347 3.312215e-01
#> 43 0.6140147 3.853399e-01
#> 44 0.6185149 2.260775e-01
#> 45 14.7385915 5.161569e+00
#> 46 15.1473249 5.303504e+00
#> 47 14.8428923 4.833366e+00
#> 48 15.2508235 3.811902e+00
#> 49 0.6092299 4.500001e-01
#> 50 0.6194891 3.296535e-01
#> 51 0.6041432 3.774161e-01
#> 52 0.6250506 2.106981e-01
#> 53 0.6286900 4.564849e-01
#> 54 0.6371653 3.363279e-01
#> 55 0.6218688 3.849450e-01
#> 56 0.6410402 2.166792e-01
#> 57 15.4272189 4.172165e+01
#> 58 18.3722165 3.335127e+01
#> 59 17.7993847 3.701870e+01
#> 60 19.4194488 2.952106e+01
#> 61 15.9153244 2.530213e+01
#> 62 18.6050093 2.322755e+01
#> 63 18.1558447 2.384780e+01
#> 64 19.5664821 2.236584e+01
#> 65 7.5642062 2.303301e+00
#> 66 7.5031418 2.166255e+00
#> 67 7.4181300 2.024572e+00
#> 68 7.2286506 1.740113e+00
#> 69 7.5262832 2.149611e+00
#> 70 7.5733011 2.036163e+00
#> 71 7.4565365 1.771623e+00
#> 72 7.1670572 1.763736e+00
#> 73 0.7181016 5.449279e-01
#> 74 0.7483324 4.544353e-01
#> 75 0.8421050 3.914091e-01
#> 76 123.9514764 1.995248e+03
#> 77 1273.5370556 6.884862e+03
#> 78 959.2672596 1.168943e+04
#> 79 7641.2439542 2.809949e+04
#> 80 4.0741624 5.536228e+01
#> 81 41.8598140 1.914122e+02
#> 82 30.9987986 3.152319e+02
#> 83 251.1601307 7.693055e+02
#> 84 2.0994122 2.066754e+01
#> 85 3.2118510 8.798393e+00
#> 86 2.4883368 7.643507e+00
#> 87 3.5280207 7.444664e+00
#> 88 6.8859892 1.925531e+02
#> 89 70.7499064 6.321365e+02
#> 90 54.5668651 8.746019e+02
#> 91 424.5009804 2.069624e+03
#> 92 0.2444100 5.907113e+00
#> 93 2.5111873 1.979887e+01
#> 94 1.9194874 2.642746e+01
#> 95 15.0671569 6.502084e+01
#> 96 0.0874336 9.053606e-01
#> 97 0.1728498 6.349905e-01
#> 98 0.1197234 5.138509e-01
#> 99 0.1795055 5.403740e-01
#> 100 75.5820107 1.486950e+01
#> 101 79.4218942 1.414421e+01
#> 102 4.0053472 2.352328e+00
#> 103 3.1605961 1.360030e+00
#> 104 80.0203642 1.452194e+01
#> 105 81.0826443 1.336546e+01
#> 106 2.8861816 1.527380e+00
#> 107 2.8577167 1.142245e+00
#> 108 0.8702498 6.241463e-01
#> 109 0.8718860 6.401556e-01
#> 110 0.9400398 5.105533e-01
#> 111 0.9294506 5.013885e-01Make a request with the default query:
covidcast()
#> $epidata
#> geo_value time_value direction value stderr sample_size
#> 1 ny 20200415 -1 8.191905 NA NA
#>
#> $url
#> [1] "https://delphi.cmu.edu/epidata/api.php?source=covidcast&data_source=doctor-visits&signal=smoothed_adj_cli&time_type=day&time_values=20200415&geo_type=state&geo_value=NY"
#>
#> $response
#> Response [https://delphi.cmu.edu/epidata/api.php?source=covidcast&data_source=doctor-visits&signal=smoothed_adj_cli&time_type=day&time_values=20200415&geo_type=state&geo_value=NY]
#> Date: 2020-05-22 02:55
#> Status: 200
#> Content-Type: application/json
#> Size: 150 B
#>
#>
#> attr(,"class")
#> [1] "epidata_api"Choose a different set of dates and view the data frame:
covidcast(time_values = "20200412-20200415,20200418")$epidata
#> geo_value time_value direction value stderr sample_size
#> 1 ny 20200412 -1 8.842076 NA NA
#> 2 ny 20200413 -1 8.496838 NA NA
#> 3 ny 20200414 -1 8.280122 NA NA
#> 4 ny 20200415 -1 8.191905 NA NA
#> 5 ny 20200418 0 8.329004 NA NAProvide a query string:
query <- "source=covidcast&data_source=fb-survey&signal=smoothed_cli&time_type=day&geo_type=county&time_values=20200406&geo_value=01000"
covidcast(query=query)$epidata
#> geo_value time_value direction value stderr sample_size
#> 1 01000 20200406 NA 1.169338 0.1909232 1451.033Access archived ILInet data:
fluview(epiweeks = "202001", regions = "flusight", lag = 0)$epidata
#> release_date region issue epiweek lag num_ili num_patients num_providers
#> 1 2020-01-10 hhs1 202001 202001 0 5227 120969 240
#> 2 2020-01-10 hhs10 202001 202001 0 3892 68825 147
#> 3 2020-01-10 hhs2 202001 202001 0 12573 189157 227
#> 4 2020-01-10 hhs3 202001 202001 0 14972 237216 359
#> 5 2020-01-10 hhs4 202001 202001 0 23870 316671 500
#> 6 2020-01-10 hhs5 202001 202001 0 5900 133137 314
#> 7 2020-01-10 hhs6 202001 202001 0 8761 98093 238
#> 8 2020-01-10 hhs7 202001 202001 0 2111 29290 112
#> 9 2020-01-10 hhs8 202001 202001 0 4095 72634 209
#> 10 2020-01-10 hhs9 202001 202001 0 2653 55054 128
#> 11 2020-01-10 nat 202001 202001 0 84054 1321046 2474
#> num_age_0 num_age_1 num_age_2 num_age_3 num_age_4 num_age_5 wili ili
#> 1 948 1276 NA 1814 668 521 3.88941 4.32094
#> 2 892 1131 NA 1192 357 320 5.54917 5.65492
#> 3 3490 3270 NA 3560 1279 974 7.01869 6.64686
#> 4 3197 4121 NA 4941 1540 1173 5.65482 6.31155
#> 5 5770 5886 NA 7923 2562 1729 6.18271 7.53779
#> 6 2032 1552 NA 1466 473 377 3.55005 4.43153
#> 7 2234 2365 NA 2659 864 639 8.58010 8.93132
#> 8 605 601 NA 584 179 142 5.59845 7.20724
#> 9 1023 1163 NA 1132 417 360 5.87016 5.63786
#> 10 663 636 NA 732 299 323 5.18549 4.81891
#> 11 20854 22001 NA 26003 8638 6558 5.78202 6.36269