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Part 1: Document Description
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Citation |
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Title: |
Data for "VisRecall: Quantifying Information Visualisation Recallability via Question Answering" |
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Identification Number: |
doi:10.18419/darus-2826 |
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Distributor: |
DaRUS |
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Date of Distribution: |
2022-06-21 |
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Version: |
1 |
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Bibliographic Citation: |
Wang, Yao; Bulling, Andreas, 2022, "Data for "VisRecall: Quantifying Information Visualisation Recallability via Question Answering"", https://doi.org/10.18419/darus-2826, DaRUS, V1, UNF:6:AuvgRc09o1rESd63AqlW9Q== [fileUNF] |
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Citation |
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Title: |
Data for "VisRecall: Quantifying Information Visualisation Recallability via Question Answering" |
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Alternative Title: |
VisRecall dataset |
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Identification Number: |
doi:10.18419/darus-2826 |
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Authoring Entity: |
Wang, Yao (Universität Stuttgart) |
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Bulling, Andreas (Universität Stuttgart) |
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Other identifications and acknowledgements: |
Wang, Yao |
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Other identifications and acknowledgements: |
Bulling, Andreas |
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Other identifications and acknowledgements: |
Jiao, Chuhan |
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Grant Number: |
251654672 |
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Distributor: |
DaRUS |
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Access Authority: |
Bulling, Andreas |
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Depositor: |
Wang, Yao |
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Date of Deposit: |
2022-05-03 |
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Holdings Information: |
https://doi.org/10.18419/darus-2826 |
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Study Scope |
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Keywords: |
Computer and Information Science, Information Visualization, Data Visualization, Deep Learning, Short-term Memory |
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Abstract: |
<p>Despite its importance for assessing the effectiveness of communicating information visually, fine-grained recallability of information visualisations has not been studied quantitatively so far.</p> <p>We propose a question-answering paradigm to study visualisation recallability and present VisRecall -- a novel dataset consisting of 200 information visualisations that are annotated with crowd-sourced human (N = 305) recallability scores obtained from 1,000 questions from five question types, which are related to titles, filtering information, finding extrema, retrieving values, and understanding visualisations. It aims to make fundamental contributions towards a new generation of methods to assist designers in optimising information visualisations.</p> <p>This dataset contains stimuli and collected participant data of VisRecall. The structure of the dataset is described in the <a href="https://darus.uni-stuttgart.de/file.xhtml?persistentId=doi:10.18419/darus-2826/15">README</a>-File. Further, if you are interested in related codes of the publication, you can find a copy of the code repository (see Metadata for Research Software) within this dataset. </p> |
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Date of Collection: |
2021-08-01-2021-08-23 |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Title: |
Y. Wang, C. Jiao, M. Bâce and A. Bulling, "VisRecall: Quantifying Information Visualisation Recallability via Question Answering," in IEEE Transactions on Visualization and Computer Graphics, vol. 28, no. 12, pp. 4995-5005, 1 Dec. 2022. |
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Identification Number: |
10.1109/TVCG.2022.3198163 |
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Bibliographic Citation: |
Y. Wang, C. Jiao, M. Bâce and A. Bulling, "VisRecall: Quantifying Information Visualisation Recallability via Question Answering," in IEEE Transactions on Visualization and Computer Graphics, vol. 28, no. 12, pp. 4995-5005, 1 Dec. 2022. |
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File Description--f133810 |
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File: group1.tab |
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File: group10.tab |
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File: group3.tab |
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File: group4.tab |
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File: group6.tab |
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File: group7.tab |
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File: group8.tab |
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File: group9.tab |
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UNF:6:yuJS2AQd0ZaBsrEGEnjB7g== |
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List of Variables: |
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Variables |
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f133810 Location: |
Summary Statistics: StDev 22.371857321197094; Valid 77.0; Max. 77.0; Mean 39.0; Min. 1.0; Variable Format: numeric Notes: UNF:6:+FfbOLnGMHgW3dxrao4BjA== |
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f133810 Location: |
Variable Format: character Notes: UNF:6:DDakn/Upm1itvFOve+CFVA== |
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f133810 Location: |
Variable Format: character Notes: UNF:6:PbGmeEzr8Xn3Rp/MX9gN6Q== |
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f133810 Location: |
Summary Statistics: Min. 21.0; Mean 505.1948051948052; Valid 77.0; StDev 292.6326976982111; Max. 992.0; Variable Format: numeric Notes: UNF:6:bS3XoL+d+fXPz85u9uNAqA== |
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f133810 Location: |
Summary Statistics: Min. 31.0; Max. 973.0; Mean 478.55844155844153; StDev 284.537181619301; Valid 77.0; Variable Format: numeric Notes: UNF:6:k+0bHAe2JSM1CC83fcSvgw== |
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f133825 Location: |
Summary Statistics: Mean 29.5; Valid 60.0; Max. 59.0; Min. 0.0; StDev 17.46424919657298 Variable Format: numeric Notes: UNF:6:6d56gwU1cPbBeGPZGPMQEQ== |
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f133825 Location: |
Variable Format: character Notes: UNF:6:QE1uiBgV9YfwhWpTr32JkQ== |
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f133825 Location: |
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f133825 Location: |
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f133825 Location: |
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f133825 Location: |
Variable Format: character Notes: UNF:6:pLTi29WTjGOZvtT/lK/SjA== |
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f133825 Location: |
Summary Statistics: Valid 60.0; StDev 281.5250939633507; Min. 2.0; Mean 478.83333333333337; Max. 968.0 Variable Format: numeric Notes: UNF:6:fsDU7KdiRPZZaNQedPqyKQ== |
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f133825 Location: |
Summary Statistics: Valid 60.0; Mean 472.85; Max. 913.0; Min. 23.0; StDev 259.6641784944938 Variable Format: numeric Notes: UNF:6:HExDxQBKKC6yXMbtJT5CoA== |
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f133826 Location: |
Summary Statistics: StDev 9.669539802906858; Mean 17.0; Max. 33.0; Min. 1.0; Valid 33.0; Variable Format: numeric Notes: UNF:6:FgZxzp6EyKKy9BMH5hceMw== |
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f133826 Location: |
Variable Format: character Notes: UNF:6:6xG9ABYaHkF7J6T9xX2WFQ== |
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f133826 Location: |
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f133826 Location: |
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f133826 Location: |
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f133826 Location: |
Variable Format: character Notes: UNF:6:OGmE9ExhsCTwLktGDQrygw== |
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f133826 Location: |
Summary Statistics: Mean 457.1515151515152; Min. 20.0; StDev 308.11545332189615; Valid 33.0; Max. 957.0; Variable Format: numeric Notes: UNF:6:R4XhUU4yoKq77j+loxJLvA== |
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f133826 Location: |
Summary Statistics: StDev 270.7239137941087; Max. 955.0; Valid 33.0; Min. 50.0; Mean 404.0 Variable Format: numeric Notes: UNF:6:mxZvtSzzqwF1b5ZbKvW+fg== |
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f133812 Location: |
Summary Statistics: Mean 126.95833333333333; Max. 140.0; Min. 109.0; StDev 9.252398827221567; Valid 24.0 Variable Format: numeric Notes: UNF:6:I9WmriGn991zXEDRhKaUJg== |
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f133812 Location: |
Variable Format: character Notes: UNF:6:eYDqwX+B54UcqPVgXGc9pg== |
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f133812 Location: |
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f133812 Location: |
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f133812 Location: |
Variable Format: character Notes: UNF:6:3LCuq3Nr4Rv6B3wmey7UHg== |
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f133812 Location: |
Variable Format: character Notes: UNF:6:jc2HJDgSjLMQUGtR/VC7gw== |
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f133812 Location: |
Summary Statistics: Mean 504.5833333333333; Max. 958.0; Min. 2.0; Valid 24.0; StDev 277.40472969646896 Variable Format: numeric Notes: UNF:6:Ww9r+J4bYkU1YK4E1sbHMA== |
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f133812 Location: |
Summary Statistics: Valid 24.0; StDev 263.3055720552877; Mean 496.79166666666663; Min. 71.0; Max. 989.0 Variable Format: numeric Notes: UNF:6:aGTkDxSmaIb5RR+/j8SZLw== |
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f133821 Location: |
Summary Statistics: Mean 56.47999999999998; Min. 2.0; Max. 105.0; Valid 50.0; StDev 30.580933101979657; Variable Format: numeric Notes: UNF:6:feVl6A97TjP7d9kb7xiuRw== |
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f133821 Location: |
Variable Format: character Notes: UNF:6:MC6yrScT3w+0Sxw1lDLNqg== |
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f133821 Location: |
Variable Format: character Notes: UNF:6:tAVe1cqm7esbUDd6376U+g== |
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f133821 Location: |
Variable Format: character Notes: UNF:6:A/x6a8x7YkjVM/jEnI5DVQ== |
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f133821 Location: |
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f133821 Location: |
Variable Format: character Notes: UNF:6:PhCsooBZ3Pxigxzf7y38oQ== |
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f133821 Location: |
Summary Statistics: Min. 3.0; StDev 269.849920496258; Max. 986.0; Mean 447.2; Valid 50.0 Variable Format: numeric Notes: UNF:6:jNOZIS5tMOgb1yGuy0sHAg== |
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f133821 Location: |
Summary Statistics: StDev 290.53131061725446; Max. 998.0; Valid 50.0; Min. 13.0; Mean 521.92 Variable Format: numeric Notes: UNF:6:6oFXfxdpLxuTQbTAye8I8g== |
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f133817 Location: |
Summary Statistics: Mean 16.0; Max. 32.0; Min. 0.0; StDev 9.669539802906858; Valid 33.0 Variable Format: numeric Notes: UNF:6:YsK4PhoDKY9J90MfgaiG8g== |
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f133817 Location: |
Variable Format: character Notes: UNF:6:guDrtQRVWcmutnL5OwKcUw== |
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f133817 Location: |
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f133817 Location: |
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f133817 Location: |
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f133817 Location: |
Variable Format: character Notes: UNF:6:UAQSY8zdC0OxzDpZ0tg5Tw== |
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f133817 Location: |
Summary Statistics: Mean 415.6363636363636; Valid 33.0; Max. 900.0; Min. 52.0; StDev 274.65658309307577; Variable Format: numeric Notes: UNF:6:uFlDPEppls0wWMAzpXEJcg== |
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f133817 Location: |
Summary Statistics: StDev 290.2560031222177; Valid 33.0; Mean 570.8787878787879; Min. 24.0; Max. 997.0; Variable Format: numeric Notes: UNF:6:QBUK6yqKnrAazVJSxPrpdg== |
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f133823 Location: |
Summary Statistics: Min. 1.0; StDev 12.267844146385297; Valid 42.0; Max. 42.0; Mean 21.5 Variable Format: numeric Notes: UNF:6:QASJuD11F1Mzbmef4ZynKQ== |
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f133823 Location: |
Variable Format: character Notes: UNF:6:fkMXR8yB86hYPqbflBgL7Q== |
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f133823 Location: |
Variable Format: character Notes: UNF:6:vFZGbFygb6kv5WLYNEmUJQ== |
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f133823 Location: |
Variable Format: character Notes: UNF:6:MuNj1xnbp6EnrdR++/Yheg== |
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f133823 Location: |
Variable Format: character Notes: UNF:6:6FGOg1+zW6Nq3z7xTFbyHA== |
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f133823 Location: |
Variable Format: character Notes: UNF:6:+UP51AFDN5Zl7cOaCRzh1w== |
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f133823 Location: |
Summary Statistics: Mean 453.57142857142856; StDev 338.47816825206803; Max. 985.0; Min. 16.0; Valid 42.0; Variable Format: numeric Notes: UNF:6:AsfpdDOeBiR1bnR/LaT6Sg== |
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f133823 Location: |
Summary Statistics: Max. 990.0; Min. 7.0; StDev 318.13589690041556; Valid 42.0; Mean 477.8809523809524; Variable Format: numeric Notes: UNF:6:R5N/zh2i9ZnMGgrLeLZe3A== |
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f133822 Location: |
Summary Statistics: Min. 1.0; Valid 18.0; Mean 9.5; StDev 5.338539126015656; Max. 18.0 Variable Format: numeric Notes: UNF:6:yF0kRpcwztX8usp4no6HXA== |
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f133822 Location: |
Variable Format: character Notes: UNF:6:ppC/Oqy+IR27tWIWCvmoRw== |
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f133822 Location: |
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f133822 Location: |
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f133822 Location: |
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f133822 Location: |
Variable Format: character Notes: UNF:6:h/HTaXUmW76Qt72oxnfqRQ== |
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f133822 Location: |
Summary Statistics: StDev 265.0455134179912; Min. 20.0; Valid 18.0; Max. 931.0; Mean 485.22222222222223 Variable Format: numeric Notes: UNF:6:IuKvIjHlpOCDLypw+6113w== |
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f133822 Location: |
Summary Statistics: StDev 228.0534638038659; Min. 129.0; Valid 18.0; Mean 629.1666666666666; Max. 986.0; Variable Format: numeric Notes: UNF:6:mYcvo/tTGnYajaOYQfkP0w== |
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f133808 Location: |
Summary Statistics: StDev 11.40175425099138; Max. 38.0; Valid 39.0; Mean 19.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:O2hlvY3JzPkL/z7ZtQvS2A== |
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f133808 Location: |
Variable Format: character Notes: UNF:6:FS0SP1QgR/2l20T51aK54A== |
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f133808 Location: |
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f133808 Location: |
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f133808 Location: |
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f133808 Location: |
Variable Format: character Notes: UNF:6:WvYs2kUL2AXbA72o4tGnig== |
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f133808 Location: |
Summary Statistics: Min. 29.0; Valid 39.0; Mean 580.8205128205128; Max. 996.0; StDev 328.3476071895431; Variable Format: numeric Notes: UNF:6:xoUbRBwARDJ2SXLxDHXAOA== |
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f133808 Location: |
Summary Statistics: Mean 573.7179487179487; Min. 48.0; Max. 987.0; Valid 39.0; StDev 288.27681768871764 Variable Format: numeric Notes: UNF:6:OGUKwNPJMDpQNlmX6CBNUg== |
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f133796 Location: |
Summary Statistics: Valid 28.0; Min. 0.0; StDev 8.225975119502044; Mean 13.5; Max. 27.0 Variable Format: numeric Notes: UNF:6:ZexChBHqqlxqYAFCUoYqMA== |
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f133796 Location: |
Variable Format: character Notes: UNF:6:YGPSN3+OAKIDk/u8opxGnQ== |
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f133796 Location: |
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f133796 Location: |
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f133796 Location: |
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f133796 Location: |
Variable Format: character Notes: UNF:6:qSFEwf21NfRWJ4xB77550w== |
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f133796 Location: |
Summary Statistics: Max. 905.0; Mean 463.0; StDev 307.88730502018524; Min. 1.0; Valid 28.0 Variable Format: numeric Notes: UNF:6:Q00Rhk3fnz/zKOk7Ix6Dog== |
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f133796 Location: |
Summary Statistics: Mean 498.0; Valid 28.0; Max. 986.0; Min. 58.0; StDev 274.7481001181237 Variable Format: numeric Notes: UNF:6:E7ANYqakoc5GbaqPALI88Q== |
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Label: |
MANIFEST.TXT |
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text/plain |
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README.txt |
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Text: |
Readme of this dataset |
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text/plain |
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1.zip |
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9.zip |
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9_blur.zip |
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application/zip |
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environment.yaml |
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application/x-yaml |
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train_RecallNet.ipynb |
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application/x-ipynb+json |
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attentive_convlstm_new.py |
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cb.py |
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classif_capable_models.py |
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dcn_resnet_new.py |
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gaussian_prior_new.py |
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losses_keras2.py |
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sal_imp_utilities.py |
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singleduration_models.py |
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util.py |
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xception_custom.py |
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.gitignore |
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launch.sh |
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application/x-sh |
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LICENSE |
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text/plain; charset=US-ASCII |
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luwei.md |
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text/markdown |
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asgi.py |
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dashboard.css |
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fonts.css |
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nav_sidebar.css |
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rtl.css |
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widgets.css |
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select2.css |
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select2.min.css |
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icon-yes.svg |
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urlify.js |
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jquery.js |
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select2.full.js |
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zh-CN.js |
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zh-TW.js |
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application/javascript |
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xregexp.js |
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xregexp.min.js |
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application/javascript |
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demo.gif |
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overrides.css |
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demo_survey.html |
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custom.js |
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debugout.js |
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demo_survey.js |
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main.js |
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LICENSE |
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package.js |
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package.json |
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semantic.css |
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semantic.js |
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semantic.min.css |
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semantic.min.js |
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accordion.css |
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accordion.js |
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accordion.min.css |
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ad.css |
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api.js |
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breadcrumb.css |
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checkbox.css |
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checkbox.js |
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checkbox.min.css |
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checkbox.min.js |
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colorize.js |
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comment.css |
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comment.min.css |
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container.css |
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dimmer.css |
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dimmer.min.css |
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divider.min.css |
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dropdown.css |
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dropdown.js |
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application/javascript |
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dropdown.min.css |
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dropdown.min.js |
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application/javascript |
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embed.css |
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embed.js |
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embed.min.css |
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embed.min.js |
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feed.css |
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feed.min.css |
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flag.css |
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flag.min.css |
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form.css |
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form.js |
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application/javascript |
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form.min.css |
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form.min.js |
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application/javascript |
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grid.css |
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grid.min.css |
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header.css |
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header.min.css |
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list.min.css |
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message.css |
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message.min.css |
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modal.css |
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modal.js |
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modal.min.css |
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popup.css |
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popup.min.css |
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reset.min.css |
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reveal.css |
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application/javascript |
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segment.css |
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text/css |
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segment.min.css |
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Notes: |
text/css |
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Label: |
shape.css |
|
Notes: |
text/css |
|
Label: |
shape.js |
|
Notes: |
application/javascript |
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Label: |
shape.min.css |
|
Notes: |
text/css |
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Label: |
shape.min.js |
|
Notes: |
application/javascript |
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Label: |
sidebar.css |
|
Notes: |
text/css |
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Label: |
sidebar.js |
|
Notes: |
application/javascript |
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Label: |
sidebar.min.css |
|
Notes: |
text/css |
|
Label: |
sidebar.min.js |
|
Notes: |
application/javascript |
|
Label: |
site.css |
|
Notes: |
text/css |
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Label: |
site.js |
|
Notes: |
application/javascript |
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Label: |
site.min.css |
|
Notes: |
text/css |
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Label: |
site.min.js |
|
Notes: |
application/javascript |
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state.js |
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Notes: |
application/javascript |
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state.min.js |
|
Notes: |
application/javascript |
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Label: |
statistic.css |
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Notes: |
text/css |
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Label: |
statistic.min.css |
|
Notes: |
text/css |
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Label: |
step.css |
|
Notes: |
text/css |
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Label: |
step.min.css |
|
Notes: |
text/css |
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Label: |
sticky.css |
|
Notes: |
text/css |
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Label: |
sticky.js |
|
Notes: |
application/javascript |
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Label: |
sticky.min.css |
|
Notes: |
text/css |
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Label: |
sticky.min.js |
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application/javascript |
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tab.css |
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Notes: |
text/css |
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Label: |
tab.js |
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Notes: |
application/javascript |
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Label: |
tab.min.css |
|
Notes: |
text/css |
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Label: |
tab.min.js |
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Notes: |
application/javascript |
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table.css |
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Notes: |
text/css |
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Label: |
table.min.css |
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Notes: |
text/css |
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transition.css |
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Notes: |
text/css |
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transition.js |
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Notes: |
application/javascript |
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transition.min.css |
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Notes: |
text/css |
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transition.min.js |
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application/javascript |
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video.css |
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Notes: |
text/css |
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video.js |
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Notes: |
application/javascript |
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video.min.css |
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Notes: |
text/css |
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video.min.js |
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application/javascript |
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visibility.js |
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Notes: |
application/javascript |
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visibility.min.js |
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application/javascript |
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visit.js |
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application/javascript |
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visit.min.js |
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application/javascript |
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icons.eot |
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application/vnd.ms-fontobject |
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icons.otf |
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application/x-font-otf |
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icons.svg |
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image/svg+xml |
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icons.ttf |
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application/x-font-ttf |
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icons.woff |
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application/x-font-woff |
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icons.woff2 |
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application/octet-stream |
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flags.png |
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image/png |
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overrides.scss |
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application/octet-stream |
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fixation-cross.jpg |
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image/jpeg |
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129470.png |
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image/png |
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2K-S52z1bcV0xQD4mnuCbw==.0.png |
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image/png |
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economist_daily_chart_203.png |
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image/png |
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economist_daily_chart_223.png |
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image/png |
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economist_daily_chart_247.png |
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image/png |
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economist_daily_chart_308.png |
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image/png |
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economist_daily_chart_387.png |
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image/png |
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economist_daily_chart_65.png |
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image/png |
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JVoKAJWwEgervxjbg2tqMA==.0.png |
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image/png |
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treasuryB02.png |
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image/png |
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treasuryB06.png |
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image/png |
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treasuryB13.png |
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image/png |
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treasuryJ03_3.png |
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image/png |
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treasuryK05_2.png |
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image/png |
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whoB22_1.png |
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image/png |
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whoH12_1.png |
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image/png |
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whoH13_3.png |
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image/png |
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whoK08.png |
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image/png |
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wsj128.png |
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image/png |
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wsj168.png |
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image/png |
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129470.png |
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image/png |
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2K-S52z1bcV0xQD4mnuCbw==.0.jpg |
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image/png |
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economist_daily_chart_203.png |
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image/png |
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economist_daily_chart_223.png |
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image/png |
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economist_daily_chart_247.png |
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image/png |
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economist_daily_chart_308.png |
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image/png |
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economist_daily_chart_387.png |
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image/png |
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economist_daily_chart_65.png |
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image/png |
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JVoKAJWwEgervxjbg2tqMA==.0.jpg |
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image/png |
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treasuryB02.png |
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image/png |
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treasuryB06.png |
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image/png |
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treasuryB13.png |
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image/png |
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treasuryJ03_3.png |
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image/png |
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treasuryK05_2.png |
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image/png |
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whoB22_1.png |
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image/png |
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whoH12_1.png |
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image/png |
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whoH13_3.png |
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image/png |
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whoK08.png |
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image/png |
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wsj128.png |
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image/png |
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wsj168.png |
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image/png |
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02wEIH1uspxsk1E7VW-KRA==.0.png |
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image/png |
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3PuDl5gc8C7FWTFXB8kmqw==.0.png |
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image/png |
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economist_daily_chart_127.png |
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image/png |
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economist_daily_chart_184.png |
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image/png |
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economist_daily_chart_200.png |
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image/png |
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economist_daily_chart_202.png |
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image/png |
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economist_daily_chart_267.png |
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image/png |
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economist_daily_chart_319.png |
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image/png |
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economist_daily_chart_513.png |
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image/png |
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treasuryI01_1.png |
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image/png |
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treasuryJ02_2.png |
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image/png |
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treasuryK03_3.png |
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image/png |
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treasuryL03_2.png |
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image/png |
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whoB04_1.png |
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image/png |
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whoB08_1.png |
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image/png |
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whoJ01_1.png |
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image/png |
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whoN06_1.png |
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image/png |
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whoN27.png |
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image/png |
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wsj593.png |
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image/png |
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_Di4yk2H64QEBkEncRGMhg==.0.png |
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image/png |
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subject_file_0_1.json |
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application/json |
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subject_file_0_10.json |
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application/json |
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subject_file_0_2.json |
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application/json |
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subject_file_0_3.json |
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application/json |
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subject_file_0_4.json |
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application/json |
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subject_file_0_5.json |
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application/json |
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subject_file_0_6.json |
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application/json |
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subject_file_0_7.json |
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application/json |
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subject_file_0_8.json |
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application/json |
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subject_file_0_9.json |
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application/json |
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blur_vis.py |
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text/x-python |
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check_bad_img.py |
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text/x-python |
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create_codecharts_dir.py |
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text/x-python |
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create_padded_image_dir.py |
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text/x-python |
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distribute_image_files_by_buckets.py |
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text/x-python |
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generate_central_fixation_cross.py |
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text/x-python |
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generate_codecharts.py |
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text/x-python |
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generate_sentinels.py |
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text/x-python |
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generate_spotlight.py |
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text/x-python |
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generate_tutorials.py |
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text/x-python |
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main.ipynb |
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application/x-ipynb+json |
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face_0.jpg |
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image/jpeg |
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face_1.jpg |
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image/jpeg |
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face_2.jpg |
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image/jpeg |
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face_3.jpg |
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image/jpeg |
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face_4.jpg |
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image/jpeg |
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face_5.jpg |
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image/jpeg |
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face_6.jpg |
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image/jpeg |
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face_7.jpg |
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image/jpeg |
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face_8.jpg |
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image/jpeg |
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face_9.jpg |
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image/jpeg |
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tutorial_real1.jpg |
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image/jpeg |
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tutorial_real2.jpg |
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image/jpeg |
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tutorial_real3.jpg |
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image/jpeg |
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tutorial_real4.jpg |
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image/jpeg |
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tutorial_real5.jpg |
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image/jpeg |
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tutorial_real6.jpg |
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image/jpeg |
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tutorial_real7.jpg |
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image/jpeg |
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tutorial_real8.jpg |
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image/jpeg |
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tutorial_real9.jpg |
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image/jpeg |