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24 changes: 24 additions & 0 deletions Documentation/Ensemble_ln_ged_sb_dep.md

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24 changes: 24 additions & 0 deletions Documentation/Ensemble_sb.md

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1 change: 1 addition & 0 deletions Documentation/Querysets.json

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682 changes: 682 additions & 0 deletions Documentation/Querysets.md

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1 change: 1 addition & 0 deletions Documentation/cm_Model_fatalities002_all_features.json

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193 changes: 193 additions & 0 deletions Documentation/cm_Model_fatalities002_all_features.md

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1 change: 1 addition & 0 deletions Documentation/cm_Model_fatalities002_aquastat.json
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{"columns":["Model","Included variable name","Database variable name","Transformations"],"data":[["fatalities002_aquastat","ln_ged_sb_dep","ged2_cm.ged_sb_best_sum_nokgi",["missing.fill()","ops.ln()"]],["fatalities002_aquastat","ln_ged_sb","ged2_cm.ged_sb_best_sum_nokgi",["missing.fill()","ops.ln()"]],["fatalities002_aquastat","decay_ged_sb_5","ged2_cm.ged_sb_best_sum_nokgi",["missing.replace_na()","temporal.decay(24)","temporal.time_since()","bool.gte(5)","missing.replace_na()"]],["fatalities002_aquastat","decay_ged_os_5","ged2_cm.ged_os_best_sum_nokgi",["missing.replace_na()","temporal.decay(24)","temporal.time_since()","bool.gte(5)","missing.replace_na()"]],["fatalities002_aquastat","splag_1_decay_ged_sb_5","ged2_cm.ged_sb_best_sum_nokgi",["missing.replace_na()","spatial.countrylag(1, 1, 0, 0)","temporal.decay(24)","temporal.time_since()","bool.gte(5)","missing.replace_na()"]],["fatalities002_aquastat","wdi_sp_pop_totl","wdi_cy.wdi_sp_pop_totl",["missing.fill()","temporal.tlag(12)","missing.fill()"]],["fatalities002_aquastat","agr_withdrawal_pct_t48","fao_aqua_cy.agr_withdrawal_pct",["missing.fill()","temporal.tlag(48)","missing.replace_na()","missing.fill()"]],["fatalities002_aquastat","dam_cap_pcap_t48","fao_aqua_cy.dam_cap_pcap",["missing.fill()","temporal.tlag(48)","missing.replace_na()","missing.fill()"]],["fatalities002_aquastat","groundwater_export_t48","fao_aqua_cy.groundwater_export",["missing.fill()","temporal.tlag(48)","missing.replace_na()","missing.fill()"]],["fatalities002_aquastat","fresh_withdrawal_pct_t48","fao_aqua_cy.fresh_withdrawal_pct",["missing.fill()","temporal.tlag(48)","missing.replace_na()","missing.fill()"]],["fatalities002_aquastat","ind_efficiency_t48","fao_aqua_cy.ind_efficiency",["missing.fill()","temporal.tlag(48)","missing.replace_na()","missing.fill()"]],["fatalities002_aquastat","irr_agr_efficiency_t48","fao_aqua_cy.irr_agr_efficiency",["missing.fill()","temporal.tlag(48)","missing.replace_na()","missing.fill()"]],["fatalities002_aquastat","services_efficiency_t48","fao_aqua_cy.services_efficiency",["missing.fill()","temporal.tlag(48)","missing.replace_na()","missing.fill()"]],["fatalities002_aquastat","general_efficiency_t48","fao_aqua_cy.general_efficiency",["missing.fill()","temporal.tlag(48)","missing.replace_na()","missing.fill()"]],["fatalities002_aquastat","water_stress_t48","fao_aqua_cy.water_stress",["missing.fill()","temporal.tlag(48)","missing.replace_na()","missing.fill()"]],["fatalities002_aquastat","renewable_internal_pcap_t48","fao_aqua_cy.renewable_internal_pcap",["missing.fill()","temporal.tlag(48)","missing.replace_na()","missing.fill()"]],["fatalities002_aquastat","renewable_pcap_t48","fao_aqua_cy.renewable_pcap",["missing.fill()","temporal.tlag(48)","missing.replace_na()","missing.fill()"]]]}
19 changes: 19 additions & 0 deletions Documentation/cm_Model_fatalities002_aquastat.md
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| Model | Included variable name | Database variable name | Transformations |
|:-----------------------|:----------------------------|:------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------|
| fatalities002_aquastat | ln_ged_sb_dep | ged2_cm.ged_sb_best_sum_nokgi | ['missing.fill()', 'ops.ln()'] |
| fatalities002_aquastat | ln_ged_sb | ged2_cm.ged_sb_best_sum_nokgi | ['missing.fill()', 'ops.ln()'] |
| fatalities002_aquastat | decay_ged_sb_5 | ged2_cm.ged_sb_best_sum_nokgi | ['missing.replace_na()', 'temporal.decay(24)', 'temporal.time_since()', 'bool.gte(5)', 'missing.replace_na()'] |
| fatalities002_aquastat | decay_ged_os_5 | ged2_cm.ged_os_best_sum_nokgi | ['missing.replace_na()', 'temporal.decay(24)', 'temporal.time_since()', 'bool.gte(5)', 'missing.replace_na()'] |
| fatalities002_aquastat | splag_1_decay_ged_sb_5 | ged2_cm.ged_sb_best_sum_nokgi | ['missing.replace_na()', 'spatial.countrylag(1, 1, 0, 0)', 'temporal.decay(24)', 'temporal.time_since()', 'bool.gte(5)', 'missing.replace_na()'] |
| fatalities002_aquastat | wdi_sp_pop_totl | wdi_cy.wdi_sp_pop_totl | ['missing.fill()', 'temporal.tlag(12)', 'missing.fill()'] |
| fatalities002_aquastat | agr_withdrawal_pct_t48 | fao_aqua_cy.agr_withdrawal_pct | ['missing.fill()', 'temporal.tlag(48)', 'missing.replace_na()', 'missing.fill()'] |
| fatalities002_aquastat | dam_cap_pcap_t48 | fao_aqua_cy.dam_cap_pcap | ['missing.fill()', 'temporal.tlag(48)', 'missing.replace_na()', 'missing.fill()'] |
| fatalities002_aquastat | groundwater_export_t48 | fao_aqua_cy.groundwater_export | ['missing.fill()', 'temporal.tlag(48)', 'missing.replace_na()', 'missing.fill()'] |
| fatalities002_aquastat | fresh_withdrawal_pct_t48 | fao_aqua_cy.fresh_withdrawal_pct | ['missing.fill()', 'temporal.tlag(48)', 'missing.replace_na()', 'missing.fill()'] |
| fatalities002_aquastat | ind_efficiency_t48 | fao_aqua_cy.ind_efficiency | ['missing.fill()', 'temporal.tlag(48)', 'missing.replace_na()', 'missing.fill()'] |
| fatalities002_aquastat | irr_agr_efficiency_t48 | fao_aqua_cy.irr_agr_efficiency | ['missing.fill()', 'temporal.tlag(48)', 'missing.replace_na()', 'missing.fill()'] |
| fatalities002_aquastat | services_efficiency_t48 | fao_aqua_cy.services_efficiency | ['missing.fill()', 'temporal.tlag(48)', 'missing.replace_na()', 'missing.fill()'] |
| fatalities002_aquastat | general_efficiency_t48 | fao_aqua_cy.general_efficiency | ['missing.fill()', 'temporal.tlag(48)', 'missing.replace_na()', 'missing.fill()'] |
| fatalities002_aquastat | water_stress_t48 | fao_aqua_cy.water_stress | ['missing.fill()', 'temporal.tlag(48)', 'missing.replace_na()', 'missing.fill()'] |
| fatalities002_aquastat | renewable_internal_pcap_t48 | fao_aqua_cy.renewable_internal_pcap | ['missing.fill()', 'temporal.tlag(48)', 'missing.replace_na()', 'missing.fill()'] |
| fatalities002_aquastat | renewable_pcap_t48 | fao_aqua_cy.renewable_pcap | ['missing.fill()', 'temporal.tlag(48)', 'missing.replace_na()', 'missing.fill()'] |
1 change: 1 addition & 0 deletions Documentation/cm_Model_fatalities002_baseline.json
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{"columns":["Model","Included variable name","Database variable name","Transformations"],"data":[["fatalities002_baseline","ln_ged_sb_dep","ged2_cm.ged_sb_best_sum_nokgi",["missing.fill()","ops.ln()"]],["fatalities002_baseline","ln_ged_sb","ged2_cm.ged_sb_best_sum_nokgi",["missing.fill()","ops.ln()"]],["fatalities002_baseline","decay_ged_sb_5","ged2_cm.ged_sb_best_sum_nokgi",["missing.replace_na()","temporal.decay(24)","temporal.time_since()","bool.gte(5)","missing.replace_na()"]],["fatalities002_baseline","decay_ged_os_5","ged2_cm.ged_os_best_sum_nokgi",["missing.replace_na()","temporal.decay(24)","temporal.time_since()","bool.gte(5)","missing.replace_na()"]],["fatalities002_baseline","splag_1_decay_ged_sb_5","ged2_cm.ged_sb_best_sum_nokgi",["missing.replace_na()","spatial.countrylag(1, 1, 0, 0)","temporal.decay(24)","temporal.time_since()","bool.gte(5)","missing.replace_na()"]],["fatalities002_baseline","wdi_sp_pop_totl","wdi_cy.wdi_sp_pop_totl",["missing.fill()","temporal.tlag(12)","missing.fill()"]]]}
8 changes: 8 additions & 0 deletions Documentation/cm_Model_fatalities002_baseline.md
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| Model | Included variable name | Database variable name | Transformations |
|:-----------------------|:-------------------------|:------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------|
| fatalities002_baseline | ln_ged_sb_dep | ged2_cm.ged_sb_best_sum_nokgi | ['missing.fill()', 'ops.ln()'] |
| fatalities002_baseline | ln_ged_sb | ged2_cm.ged_sb_best_sum_nokgi | ['missing.fill()', 'ops.ln()'] |
| fatalities002_baseline | decay_ged_sb_5 | ged2_cm.ged_sb_best_sum_nokgi | ['missing.replace_na()', 'temporal.decay(24)', 'temporal.time_since()', 'bool.gte(5)', 'missing.replace_na()'] |
| fatalities002_baseline | decay_ged_os_5 | ged2_cm.ged_os_best_sum_nokgi | ['missing.replace_na()', 'temporal.decay(24)', 'temporal.time_since()', 'bool.gte(5)', 'missing.replace_na()'] |
| fatalities002_baseline | splag_1_decay_ged_sb_5 | ged2_cm.ged_sb_best_sum_nokgi | ['missing.replace_na()', 'spatial.countrylag(1, 1, 0, 0)', 'temporal.decay(24)', 'temporal.time_since()', 'bool.gte(5)', 'missing.replace_na()'] |
| fatalities002_baseline | wdi_sp_pop_totl | wdi_cy.wdi_sp_pop_totl | ['missing.fill()', 'temporal.tlag(12)', 'missing.fill()'] |
1 change: 1 addition & 0 deletions Documentation/cm_Model_fatalities002_conflict_history.json
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{"columns":["Model","Included variable name","Database variable name","Transformations"],"data":[["fatalities002_conflict_history","ln_ged_sb_dep","ged2_cm.ged_sb_best_sum_nokgi",["missing.fill()","ops.ln()"]],["fatalities002_conflict_history","ln_ged_sb","ged2_cm.ged_sb_best_sum_nokgi",["missing.fill()","ops.ln()"]],["fatalities002_conflict_history","decay_ged_sb_5","ged2_cm.ged_sb_best_sum_nokgi",["missing.replace_na()","temporal.decay(24)","temporal.time_since()","bool.gte(5)","missing.replace_na()"]],["fatalities002_conflict_history","decay_ged_os_5","ged2_cm.ged_os_best_sum_nokgi",["missing.replace_na()","temporal.decay(24)","temporal.time_since()","bool.gte(5)","missing.replace_na()"]],["fatalities002_conflict_history","splag_1_decay_ged_sb_5","ged2_cm.ged_sb_best_sum_nokgi",["missing.replace_na()","spatial.countrylag(1, 1, 0, 0)","temporal.decay(24)","temporal.time_since()","bool.gte(5)","missing.replace_na()"]],["fatalities002_conflict_history","wdi_sp_pop_totl","wdi_cy.wdi_sp_pop_totl",["missing.fill()","temporal.tlag(12)","missing.fill()"]],["fatalities002_conflict_history","ln_ged_sb_tlag_1","ged2_cm.ged_sb_best_sum_nokgi",["missing.fill()","temporal.tlag(1)","missing.fill()","ops.ln()"]],["fatalities002_conflict_history","ln_ged_sb_tlag_2","ged2_cm.ged_sb_best_sum_nokgi",["missing.fill()","temporal.tlag(2)","missing.fill()","ops.ln()"]],["fatalities002_conflict_history","ln_ged_sb_tlag_3","ged2_cm.ged_sb_best_sum_nokgi",["missing.fill()","temporal.tlag(3)","missing.fill()","ops.ln()"]],["fatalities002_conflict_history","ln_ged_sb_tlag_4","ged2_cm.ged_sb_best_sum_nokgi",["missing.fill()","temporal.tlag(4)","missing.fill()","ops.ln()"]],["fatalities002_conflict_history","ln_ged_sb_tlag_5","ged2_cm.ged_sb_best_sum_nokgi",["missing.fill()","temporal.tlag(5)","missing.fill()","ops.ln()"]],["fatalities002_conflict_history","ln_ged_sb_tlag_6","ged2_cm.ged_sb_best_sum_nokgi",["missing.fill()","temporal.tlag(6)","missing.fill()","ops.ln()"]],["fatalities002_conflict_history","ln_ged_sb_tsum_24","ged2_cm.ged_sb_best_sum_nokgi",["missing.replace_na()","ops.ln()","temporal.moving_sum(24)","missing.replace_na()"]],["fatalities002_conflict_history","decay_ged_sb_100","ged2_cm.ged_sb_best_sum_nokgi",["missing.replace_na()","temporal.decay(24)","temporal.time_since()","bool.gte(100)","missing.replace_na()"]],["fatalities002_conflict_history","decay_ged_sb_500","ged2_cm.ged_sb_best_sum_nokgi",["missing.replace_na()","temporal.decay(24)","temporal.time_since()","bool.gte(500)","missing.replace_na()"]],["fatalities002_conflict_history","decay_ged_os_100","ged2_cm.ged_os_best_sum_nokgi",["missing.replace_na()","temporal.decay(24)","temporal.time_since()","bool.gte(100)","missing.replace_na()"]],["fatalities002_conflict_history","decay_ged_ns_5","ged2_cm.ged_ns_best_sum_nokgi",["missing.replace_na()","temporal.decay(24)","temporal.time_since()","bool.gte(5)","missing.replace_na()"]],["fatalities002_conflict_history","decay_ged_ns_100","ged2_cm.ged_ns_best_sum_nokgi",["missing.replace_na()","temporal.decay(24)","temporal.time_since()","bool.gte(100)","missing.replace_na()"]],["fatalities002_conflict_history","ln_ged_ns","ged2_cm.ged_ns_best_sum_nokgi",["missing.fill()","ops.ln()"]],["fatalities002_conflict_history","ln_ged_os","ged2_cm.ged_os_best_sum_nokgi",["missing.fill()","ops.ln()"]],["fatalities002_conflict_history","ln_acled_sb","acled2_cm.acled_sb_fat",["missing.fill()","ops.ln()"]],["fatalities002_conflict_history","ln_acled_sb_count","acled2_cm.acled_sb_count",["missing.fill()","ops.ln()"]],["fatalities002_conflict_history","ln_acled_os","acled2_cm.acled_os_fat",["missing.fill()","ops.ln()"]],["fatalities002_conflict_history","ln_ged_os_tlag_1","ged2_cm.ged_os_best_sum_nokgi",["missing.fill()","temporal.tlag(1)","missing.fill()","ops.ln()"]],["fatalities002_conflict_history","decay_acled_sb_5","acled2_cm.acled_sb_fat",["missing.replace_na()","temporal.decay(24)","temporal.time_since()","bool.gte(5)","missing.replace_na()"]],["fatalities002_conflict_history","decay_acled_os_5","acled2_cm.acled_os_fat",["missing.replace_na()","temporal.decay(24)","temporal.time_since()","bool.gte(5)","missing.replace_na()"]],["fatalities002_conflict_history","decay_acled_ns_5","acled2_cm.acled_ns_fat",["missing.replace_na()","temporal.decay(24)","temporal.time_since()","bool.gte(5)","missing.replace_na()"]],["fatalities002_conflict_history","splag_1_decay_ged_os_5","ged2_cm.ged_os_best_sum_nokgi",["missing.replace_na()","spatial.countrylag(1, 1, 0, 0)","temporal.decay(24)","temporal.time_since()","bool.gte(5)","missing.replace_na()"]],["fatalities002_conflict_history","splag_1_decay_ged_ns_5","ged2_cm.ged_ns_best_sum_nokgi",["missing.replace_na()","spatial.countrylag(1, 1, 0, 0)","temporal.decay(24)","temporal.time_since()","bool.gte(5)","missing.replace_na()"]],["fatalities002_conflict_history","gleditsch_ward","country.gwcode",[]]]}
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