Access and download all PLA military activity datasets
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Comprehensive dataset of PLA aircraft sorties and naval transit activities through key straits in the Western Pacific. Data sourced from Japan Joint Staff Office (JSO) official reports on Chinese military activities.
date - Event datepla_aircraft_sorties - Aircraft countYonaguni / Miyako / Osumi / Tsushima - Strait transitsvessel_type - Ship classificationremark - JSO report detailspdf_link - Original PDF sourceMerged dataset combining multiple data sources including PLA aircraft activities, carrier presence, US-Taiwan interactions, political statements, and foreign naval activities. Ideal for cross-correlation analysis.
date - Event datepla_aircraft_sorties - Aircraft countchina_carrier_present - Carrier activityUS_Taiwan_interaction - Diplomatic eventsPolitical_statement - Official statementsForeign_battleship - Foreign naval presence7-day forward predictions of PLA aircraft sorties generated by ensemble machine learning model. Includes prediction confidence intervals and accuracy tracking against actual values.
date - Prediction datepredicted_sorties - Forecasted countlower_bound / upper_bound - Confidence intervalrisk_level - Activity assessmentactual_sorties - Real value (when available)prediction_error - Accuracy metricAccess data directly via GitHub raw URLs for automated pipelines:
# Python Example
import pandas as pd
# Load Strait Transit Data
df = pd.read_csv('https://raw.githubusercontent.com/s0914712/pla-data-dashboard/main/data/JapanandBattleship.csv')
# Load Comprehensive Data
df2 = pd.read_csv('https://raw.githubusercontent.com/s0914712/pla-data-dashboard/main/data/merged_comprehensive_data_M.csv')