seifer08ms / shanghai_cells

上海市网格数据时空模式挖掘

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函数功能与调用方式概要

数据抽取

python data_extract.py

经纬度拓扑比对

python data_statistic_complain.py plot_geo_coordinates_compare

周内事件统计

pypy data_statistic_complain.py statistic_inwk
python data_statistic_complain.py plot_statistic_by_time_inwk

事件基本分析(时间、空间、类型分布)

pypy data_statistic_complain.py statistic_week
python data_statistic_complain.py plot_statistic_by_time_week
python data_statistic_complain.py plot_statistic_by_space
python data_statistic_complain.py plot_statistic_simplify

时间、空间相关性分析

pypy analysis_correlation.py generate_tensor
python analysis_correlation.py plot_time_autocorrelation
python analysis_correlation.py plot_space_crosscorrelation

区域分析

pypy data_statistic_bycolumn.py statistic_STREETNAME

行业分析

pypy data_statistic_bycolumn.py statistic_EXECUTEDEPTNAME

来源分析

pypy data_statistic_bycolumn.py statistic_INFOSOURCENAME
pypy data_statistic_bycolumn.py select_important

三林区域分析

python data_statistic_sanlin.py plot_statistic_by_space 部件门牌

聚类分析

python analysis_clustering.py plot_statistic_description_length
python analysis_clustering.py statistic_description_byevent
python analysis_clustering.py plot_event_mutual_information
python -W ignore analysis_clustering.py spatio_temporal_semantic_clustering
python analysis_clustering.py plot_clustering_result_analysis

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上海市网格数据时空模式挖掘


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