-
1
-
-
84909957858
-
Economics in the age of big data
-
Einav L, Levin J (2014) Economics in the age of big data. Science 346(6210):1243089
-
(2014)
Science
, vol.346
, Issue.6210
-
-
Einav, L.1
Levin, J.2
-
2
-
-
84903161818
-
Big data: new tricks for econometrics
-
Varian H (2014) Big data: new tricks for econometrics. J Econ Perspect 28(2):3-27
-
(2014)
J Econ Perspect
, vol.28
, Issue.2
, pp. 3-27
-
-
Varian, H.1
-
3
-
-
59849122652
-
Computational social science
-
Lazer D, Pentland A, Adamic L, Aral S, Barabasi AL, Brewer D, Christakis N, Contractor N, Fowler J, Gutmann M, Jebara T, King G, Macy M, Roy D, Alstyne M (2009) Computational social science. Science 323(5915):721-723
-
(2009)
Science
, vol.323
, Issue.5915
, pp. 721-723
-
-
Lazer, D.1
Pentland, A.2
Adamic, L.3
Aral, S.4
Barabasi, A.L.5
Brewer, D.6
Christakis, N.7
Contractor, N.8
Fowler, J.9
Gutmann, M.10
Jebara, T.11
King, G.12
Macy, M.13
Roy, D.14
Alstyne, M.15
-
4
-
-
85046016600
-
-
Accessed 13 Oct 2016
-
CNNIC (2016) China internet development report. http://www.cnnic.net.cn/hlwfzyj/hlwxzbg/201601/P020160122469130059846.pdf. Accessed 13 Oct 2016
-
(2016)
China internet development report
-
-
-
5
-
-
0035701922
-
What is happening to China’s GDP statistics?
-
Rawski TG (2001) What is happening to China’s GDP statistics? China Econ Rev 12(4):347-354
-
(2001)
China Econ Rev
, vol.12
, Issue.4
, pp. 347-354
-
-
Rawski, T.G.1
-
7
-
-
33745211430
-
Using web-based search data to predict macroeconomic statistics
-
Ettredge M, Gerdes J, Karuga G (2005) Using web-based search data to predict macroeconomic statistics. Commun ACM 48(11):87-92
-
(2005)
Commun ACM
, vol.48
, Issue.11
, pp. 87-92
-
-
Ettredge, M.1
Gerdes, J.2
Karuga, G.3
-
8
-
-
78049341599
-
Google econometrics and unemployment forecasting
-
Askitas N, Zimmermann KF (2009) Google econometrics and unemployment forecasting. Appl Econ Q 55(2):107-120
-
(2009)
Appl Econ Q
, vol.55
, Issue.2
, pp. 107-120
-
-
Askitas, N.1
Zimmermann, K.F.2
-
9
-
-
77956129714
-
Predicting initial claims for unemployment benefits
-
Choi H, Varian H (2009) Predicting initial claims for unemployment benefits. Google Technical Report 1-5
-
(2009)
Google Technical Report
, pp. 1-5
-
-
Choi, H.1
Varian, H.2
-
10
-
-
84862835806
-
Predicting the present with Google trends
-
Choi H, Varian H (2012) Predicting the present with Google trends. Econ Rec 88(s1):2-9
-
(2012)
Econ Rec
, vol.88
, Issue.s1
, pp. 2-9
-
-
Choi, H.1
Varian, H.2
-
12
-
-
78049334454
-
Predicting consumer behavior with web search
-
Goel S, Hofman JM, Lahaie S, Pennock DM, Watts DJ (2010) Predicting consumer behavior with web search. Proc Natl Acad Sci USA 107(41):17486-17490
-
(2010)
Proc Natl Acad Sci USA
, vol.107
, Issue.41
, pp. 17486-17490
-
-
Goel, S.1
Hofman, J.M.2
Lahaie, S.3
Pennock, D.M.4
Watts, D.J.5
-
13
-
-
84877731107
-
Quantifying trading behavior in financial markets using Google trends
-
Preis T, Moat HS, Stanley HE (2013) Quantifying trading behavior in financial markets using Google trends. Sci Rep 3:1684
-
(2013)
Sci Rep
, vol.3
-
-
Preis, T.1
Moat, H.S.2
Stanley, H.E.3
-
15
-
-
84905986134
-
Quantifying the semantics of search behaviour before stock market moves
-
Curme C, Preis T, Stanley HE, Moat HS (2014) Quantifying the semantics of search behaviour before stock market moves. Proc Natl Acad Sci USA 111(32):1160-11605
-
(2014)
Proc Natl Acad Sci USA
, vol.111
, Issue.32
, pp. 1160-11605
-
-
Curme, C.1
Preis, T.2
Stanley, H.E.3
Moat, H.S.4
-
16
-
-
84907087642
-
Forecasting Chinese tourist volume with search engine data
-
Yang X, Pan B, Evans JA, Lv B (2015) Forecasting Chinese tourist volume with search engine data. Tour Manag 46:386-397
-
(2015)
Tour Manag
, vol.46
, pp. 386-397
-
-
Yang, X.1
Pan, B.2
Evans, J.A.3
Lv, B.4
-
19
-
-
79953102821
-
Twitter mood predicts the stock market
-
Bollen J, Mao H, Zeng X (2011) Twitter mood predicts the stock market. J Comput Sci 2(1):1-8
-
(2011)
J Comput Sci
, vol.2
, Issue.1
, pp. 1-8
-
-
Bollen, J.1
Mao, H.2
Zeng, X.3
-
21
-
-
79957734284
-
Using luminosity data as a proxy for economic statistics
-
Chen X, Nordhaus WD (2011) Using luminosity data as a proxy for economic statistics. Proc Natl Acad Sci USA 108(21):8589-8594
-
(2011)
Proc Natl Acad Sci USA
, vol.108
, Issue.21
, pp. 8589-8594
-
-
Chen, X.1
Nordhaus, W.D.2
-
22
-
-
84862488996
-
Measuring economic growth from outer space
-
Henderson JV, Storeygard A, Weil DN (2012) Measuring economic growth from outer space. Am Econ Rev 102(2):994-1028
-
(2012)
Am Econ Rev
, vol.102
, Issue.2
, pp. 994-1028
-
-
Henderson, J.V.1
Storeygard, A.2
Weil, D.N.3
-
23
-
-
84881613736
-
Pre-colonial ethnic institutions and contemporary African development
-
Michalopoulos S, Papaioannou E (2013) Pre-colonial ethnic institutions and contemporary African development. Econometrica 81(1):113-152
-
(2013)
Econometrica
, vol.81
, Issue.1
, pp. 113-152
-
-
Michalopoulos, S.1
Papaioannou, E.2
-
24
-
-
84949292920
-
Night-time light data: a good proxy measure for economic activity?
-
Mellander C, Lobo J, Stolarick K, Matheson Z (2015) Night-time light data: a good proxy measure for economic activity? PLoS ONE 10:e0139779
-
(2015)
PLoS ONE
, vol.10
-
-
Mellander, C.1
Lobo, J.2
Stolarick, K.3
Matheson, Z.4
-
25
-
-
85033468245
-
-
SpaceKnow (2016)Accessed 13 Oct 2016
-
SpaceKnow (2016) China satellite manufacturing index. http://spaceknow.com. Accessed 13 Oct 2016
-
(2016)
China satellite manufacturing index
-
-
-
27
-
-
84875580027
-
Online and official price indexes: measuring Argentina’s inflation
-
Cavallo A (2013) Online and official price indexes: measuring Argentina’s inflation. J Monet Econ 60(2):152-165
-
(2013)
J Monet Econ
, vol.60
, Issue.2
, pp. 152-165
-
-
Cavallo, A.1
-
28
-
-
84904126529
-
Harnessing naturally occurring data to measure the response of spending to income
-
Gelman M, Kariv S, Shapiro MD, Silverman D, Tadelis S (2014) Harnessing naturally occurring data to measure the response of spending to income. Science 345(6193):212-215
-
(2014)
Science
, vol.345
, Issue.6193
, pp. 212-215
-
-
Gelman, M.1
Kariv, S.2
Shapiro, M.D.3
Silverman, D.4
Tadelis, S.5
-
29
-
-
84916919320
-
Consumption and debt response to unanticipated income shocks: evidence from a natural experiment in Singapore
-
Agarwal S, Qian W (2014) Consumption and debt response to unanticipated income shocks: evidence from a natural experiment in Singapore. Am Econ Rev 104(12):4205-4230
-
(2014)
Am Econ Rev
, vol.104
, Issue.12
, pp. 4205-4230
-
-
Agarwal, S.1
Qian, W.2
-
30
-
-
85027331408
-
-
Accessed 13 Oct 2016, JPMorgan Chase Institute
-
JPMorgan Chase Institute (2016) Paychecks, paydays, and the online platform economy. https://www.jpmorganchase.com/corporate/institute/document/jpmc-institute-volatility-2-report.pdf. Accessed 13 Oct 2016
-
(2016)
Paychecks, paydays, and the online platform economy
-
-
-
31
-
-
85033438149
-
-
UnionPay (2016)Accessed 13 Oct 2016
-
UnionPay (2016) UPA indices. http://www.unionpayadvisors.com/big_data_index.php. Accessed 13 Oct 2016
-
(2016)
UPA indices
-
-
-
32
-
-
85033478208
-
-
Accessed 13 Oct 2016
-
Glueck J (2016) Foursquare predicts Chipotle’s Q1 sales down nearly 30%. https://medium.com/foursquare-direct/foursquare-predicts-chipotle-s-q1-sales-down-nearly-30-foot-traffic-reveals-the-start-of-a-mixed-78515b2389af. Accessed 13 Oct 2016
-
(2016)
Foursquare predicts Chipotle’s Q1 sales down nearly 30%
-
-
Glueck, J.1
-
33
-
-
84958776017
-
A survey of results on mobile phone datasets analysis
-
Blondel V, Decuyper A, Krings G (2015) A survey of results on mobile phone datasets analysis. EPJ Data Sci 4(1):10
-
(2015)
EPJ Data Sci
, vol.4
, Issue.1
-
-
Blondel, V.1
Decuyper, A.2
Krings, G.3
-
34
-
-
84909619343
-
Dynamic population mapping using mobile phone data
-
Deville P, Catherine L, Samuel M, Marius G, Forrest RS, Andrea EG, Vincent DB, Andrew JT (2014) Dynamic population mapping using mobile phone data. Proc Natl Acad Sci USA 111(45):15888-15893
-
(2014)
Proc Natl Acad Sci USA
, vol.111
, Issue.45
, pp. 15888-15893
-
-
Deville, P.1
Catherine, L.2
Samuel, M.3
Marius, G.4
Forrest, R.S.5
Andrea, E.G.6
Vincent, D.B.7
Andrew, J.T.8
-
35
-
-
84930689729
-
Tracking employment shocks using mobile phone data
-
Toole JL, Lin YR, Muehlegger E, Shoag D, Gonzalez MC, Lazer D (2015) Tracking employment shocks using mobile phone data. J R Soc Interface 12(107):20150185
-
(2015)
J R Soc Interface
, vol.12
, Issue.107
-
-
Toole, J.L.1
Lin, Y.R.2
Muehlegger, E.3
Shoag, D.4
Gonzalez, M.C.5
Lazer, D.6
-
37
-
-
85019566779
-
An analytical framework to nowcast well-being using mobile phone data
-
Pappalardo L, Vanhoof M, Gabrielli L, Smoreda Z, Pedreschi D, Giannotti F (2016) An analytical framework to nowcast well-being using mobile phone data. Int J Data Sci Anal 2(1-2):75-92
-
(2016)
Int J Data Sci Anal
, vol.2
, Issue.1-2
, pp. 75-92
-
-
Pappalardo, L.1
Vanhoof, M.2
Gabrielli, L.3
Smoreda, Z.4
Pedreschi, D.5
Giannotti, F.6
-
38
-
-
84948451086
-
Predicting poverty and wealth from mobile phone metadata
-
Blumenstock J, Cadamuro G, On R (2015) Predicting poverty and wealth from mobile phone metadata. Science 350(6264):1073-1076
-
(2015)
Science
, vol.350
, Issue.6264
, pp. 1073-1076
-
-
Blumenstock, J.1
Cadamuro, G.2
On, R.3
-
39
-
-
84934757452
-
Small area model-based estimators using big data sources
-
Marchetti S, Giusti C, Pratesi M, Salvati N, Giannotti F, Pedreschi D, Rinzivillo S, Pappalardo L, Gabrielli L (2015) Small area model-based estimators using big data sources. J Off Stat 31(2):263-281
-
(2015)
J Off Stat
, vol.31
, Issue.2
, pp. 263-281
-
-
Marchetti, S.1
Giusti, C.2
Pratesi, M.3
Salvati, N.4
Giannotti, F.5
Pedreschi, D.6
Rinzivillo, S.7
Pappalardo, L.8
Gabrielli, L.9
-
40
-
-
85033437063
-
Beyond the baseline: establishing the value in mobile phone based poverty estimates
-
International World Wide Web Conferences Steering Committee
-
Smith-Clarke C, Capra L (2016) Beyond the baseline: establishing the value in mobile phone based poverty estimates. In: Proceedings of the 25th international conference on world wide web. International World Wide Web Conferences Steering Committee, pp 425-434
-
(2016)
Proceedings of the 25th international conference on world wide web
, pp. 425-434
-
-
Smith-Clarke, C.1
Capra, L.2
-
42
-
-
84983509249
-
Combining satellite imagery and machine learning to predict poverty
-
Jean N, Burke M, Xie M, Davis WM, Lobell DB, Ermon S (2016) Combining satellite imagery and machine learning to predict poverty. Science 353(6301):790-794
-
(2016)
Science
, vol.353
, Issue.6301
, pp. 790-794
-
-
Jean, N.1
Burke, M.2
Xie, M.3
Davis, W.M.4
Lobell, D.B.5
Ermon, S.6
-
43
-
-
85033488081
-
-
Baidu Accessed Oct 13 2016
-
Baidu (2016) Small businesses indices. http://trends.baidu.com/economy/. Accessed Oct 13 2016
-
(2016)
Small businesses indices
-
-
-
47
-
-
84996487950
-
-
Xu M, Wang T, Wu Z, Zhou J, Li J, Wu H (2016) Store location selection via mining search query logs of Baidu maps. arXiv:1606.03662
-
(2016)
Store location selection via mining search query logs of Baidu maps. arXiv:1606.03662
-
-
Xu, M.1
Wang, T.2
Wu, Z.3
Zhou, J.4
Li, J.5
Wu, H.6
-
48
-
-
84884127078
-
Inferring human activities from GPS tracks
-
ACM, New York: 5
-
Furletti B, Cintia P, Renso C, Spinsanti L (2013) Inferring human activities from GPS tracks. In: Proceedings of the 2nd ACM SIGKDD international workshop on urban computing. ACM, New York, 5
-
(2013)
Proceedings of the 2nd ACM SIGKDD international workshop on urban computing
-
-
Furletti, B.1
Cintia, P.2
Renso, C.3
Spinsanti, L.4
-
49
-
-
84896056107
-
The parable of Google flu: traps in big data analysis
-
Lazer D, Kennedy R, King G, Vespignani A (2014) The parable of Google flu: traps in big data analysis. Science 343(6176):1203-1205
-
(2014)
Science
, vol.343
, Issue.6176
, pp. 1203-1205
-
-
Lazer, D.1
Kennedy, R.2
King, G.3
Vespignani, A.4
-
51
-
-
84922011874
-
Social media for large studies of behavior
-
Ruths D, Pfeffer J (2014) Social media for large studies of behavior. Science 346(6213):1063-1064
-
(2014)
Science
, vol.346
, Issue.6213
, pp. 1063-1064
-
-
Ruths, D.1
Pfeffer, J.2
|