From 3015104f5b1883f24cb52acc3567b863d83dab9c Mon Sep 17 00:00:00 2001 From: david kiania Date: Mon, 8 Jun 2026 22:04:49 +0300 Subject: [PATCH] docs+tooling: OSM POI export workflow + Shell stations data; graded DQ report - scripts/export_osm_pois.py: reproducible OSM .pbf -> GeoJSON+CSV exporter (amenity/brand filter; pyosmium via uv, no system deps). - docs/OSM_POI_EXPORT.md: runbook (extract -> export -> FleetNow layer) with reference counts (1,794 fuel stations; Shell=232). - shell_stations.geojson/.csv: the Shell export of record (232 pts, kenya-260605). - docs/reports/260608_fleet_registry_data_quality.*: rewritten as a graded (Red/Amber/Yellow) action plan with owners. - .gitignore: ignore *.osm.pbf (331MB, reproducible). CLAUDE.md: index the new docs. Co-Authored-By: Claude Opus 4.8 --- .gitignore | 3 + CLAUDE.md | 2 + docs/OSM_POI_EXPORT.md | 50 + .../260608_fleet_registry_data_quality.md | 130 +- .../260608_fleet_registry_data_quality.pdf | 6841 +++++++---------- scripts/export_osm_pois.py | 88 + shell_stations.csv | 233 + shell_stations.geojson | 1 + 8 files changed, 3124 insertions(+), 4224 deletions(-) create mode 100644 docs/OSM_POI_EXPORT.md create mode 100644 scripts/export_osm_pois.py create mode 100644 shell_stations.csv create mode 100644 shell_stations.geojson diff --git a/.gitignore b/.gitignore index e120b36..ec62bfd 100644 --- a/.gitignore +++ b/.gitignore @@ -13,6 +13,9 @@ __pycache__/ # OS .DS_Store + +# OSM extracts (large, reproducible from download — see docs/OSM_POI_EXPORT.md) +*.osm.pbf Thumbs.db # Backups diff --git a/CLAUDE.md b/CLAUDE.md index cfc0c56..28fb620 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -105,7 +105,9 @@ docs/ # Reference docs (connections, API, KPIs, project co docs/PLATFORM_OVERVIEW.html # Current-state platform reference (architecture, deploy, read-API, # full DB schema, Grafana panels) — open in a browser. Post n8n→fleetapi. docs/DWH_PIPELINE.md # DWH pipeline operations runbook (setup, troubleshooting) +docs/OSM_POI_EXPORT.md # Runbook: OSM .pbf → POI GeoJSON → FleetNow map layer (Shell stations) docs/superpowers/ # Pitch specs and implementation plans (not deployed code) +scripts/export_osm_pois.py # OSM .pbf → GeoJSON+CSV POI exporter (amenity/brand filter); see OSM_POI_EXPORT.md dwh/ # DWH migrations for tracksolid_dwh@31.97.44.246:5888 # 260423_dwh_ddl_v1.sql — bronze/silver/gold schemas + roles # 261001_dwh_control.sql — watermarks + run log diff --git a/docs/OSM_POI_EXPORT.md b/docs/OSM_POI_EXPORT.md new file mode 100644 index 0000000..f85e5b9 --- /dev/null +++ b/docs/OSM_POI_EXPORT.md @@ -0,0 +1,50 @@ +# OSM POI Export → FleetNow map layer + +How we turn an OpenStreetMap extract into a toggleable **FleetNow overlay layer** +(e.g. the 232 Shell fuel stations). Reproducible end-to-end. + +## 1. Get a Kenya extract + +Download a `.osm.pbf` (Geofabrik / BBBike), e.g. `kenya-260605.osm.pbf`. + +> **Do not commit the `.pbf`** — it's ~331 MB and is gitignored (`*.osm.pbf`). +> It's fully reproducible from the download. + +## 2. Export the POIs + +No system tooling required — `pyosmium`'s prebuilt wheel is fetched by `uv`: + +```bash +uv run --no-project --with osmium python scripts/export_osm_pois.py \ + kenya-260605.osm.pbf --amenity fuel --brand Shell \ + --out-geojson shell_stations.geojson --out-csv shell_stations.csv +``` + +- Gas stations are OSM **`amenity=fuel`**. Brand is the **`brand`** tag — but only + ~36% of Kenyan stations carry it (≈92% have a `name`), so when `--brand` is given + and a feature has no `brand` tag, the script falls back to matching `name`/`operator`. +- Omit `--brand` to export **every** station of that amenity. +- Nodes use their own coordinate; ways/areas use their node **centroid**. + +**Reference counts** (extract `kenya-260605`, captured 2026-06-08): + +| Metric | Value | +|---|---| +| Total fuel stations (`amenity=fuel`) | 1,794 (1,582 nodes + 212 areas) | +| With a `brand` tag | 659 (36%) · with a `name` | 1,652 (92%) | +| **Shell** | **232** (209 `brand=Shell` + 23 by name) | +| Other top brands | Total 154 · Rubis 147 · TotalEnergies 50 · Kobil 10 | + +## 3. Add it to FleetNow as a layer + +Copy the GeoJSON into the FleetNow repo's `layers/` directory and register it — +full details in the **fleetnow** repo `README.md` → *"Map overlay layers"*: + +```bash +cp shell_stations.geojson ../fleetnow/layers/ +# then add one entry to the OVERLAYS array in fleetnow/index.html, commit + push. +``` + +FleetNow keeps its own served copy under `fleetnow/layers/`; the artifact here +(`shell_stations.geojson` / `.csv`) is the export of record. Re-running step 2 on a +newer extract and re-copying refreshes the layer. diff --git a/docs/reports/260608_fleet_registry_data_quality.md b/docs/reports/260608_fleet_registry_data_quality.md index c75904e..c4482a0 100644 --- a/docs/reports/260608_fleet_registry_data_quality.md +++ b/docs/reports/260608_fleet_registry_data_quality.md @@ -1,117 +1,75 @@ -# Fleet Registry — Data Quality Report +# Fleet Registry — Outstanding Data-Quality Issues -**Date:** 2026-06-08 -**Source:** `tracksolid.devices` (the single registry of record) -**Prepared for:** Fireside leadership / fleet operations -**Scope:** 181 tracking devices → **80 physical vehicles** after de-duplicating the GPS-tracker + dashcam pairs that share a number plate. +**Date:** 2026-06-08 · **Source:** `tracksolid.devices` (verified live) · **Scope:** 181 devices → 80 vehicles + +**Urgency:** 🔴 **RED** = fix now (blocks ops / safety / visibility) · 🟠 **AMBER** = fix soon (accountability, classification, data trust) · 🟡 **YELLOW** = cleanup. + +> ## ⭐ Biggest single fix: run the driver/plate CSV import +> Most items below are **missing source fields**. The prepared **`import_drivers_csv.py --apply`** has **not been run** (`vehicle_category` still 0/181, device count still 181). Running it — or entering the fields at source in the Tracksolid Pro portal — clears the bulk of this list at once. --- -## 1. Executive summary +## 🔴 RED — fix now -The fleet registry is **operationally usable but materially incomplete**, and the gaps concentrate in exactly the fields the business needs to run field-service KPIs: driver identity, driver contact, vehicle type, and device pairing. +**R1. No driver phone — 175 / 181 (97%).** Dispatch/escalation can't contact a driver; only 6 are reachable. → Capture mobiles. **Owner:** Operations + Engineering (import). -| Theme | Headline | Business impact | -|---|---|---| -| **Driver contact** | **97%** of records have **no driver phone** (175 / 181) | Dispatch and escalation can't reach the driver from our own systems | -| **Driver identity** | **23%** have **no driver name** (41 / 181) | Trips, speeding and idle time can't be attributed to a person — no accountability | -| **Vehicle type** | **22%** have **no model** (40 / 181) | We can't cleanly separate ticket-closing service cars from cranes / bikes | -| **Device pairing** | **29%** of vehicles (23 / 80) are **missing a tracker or a camera** | Blind spots: 6 vehicles have **no GPS at all**; 16 have **no dashcam evidence** | -| **Unidentified hardware** | **41** device rows carry **no plate**; 19 of those are fully blank | Hardware we are paying to track but cannot tie to a vehicle, driver or city | +**R2. 6 vehicles have NO GPS tracker** (dashcam only → invisible on the live map, no trips/mileage): `KCN 496A · KCQ 215F · KCU 237Z · KDM 306S · KDN 759G · KCZ 199P`. → Field-check; install/repair or decommission. **Owner:** Field ops. -**Root cause is upstream, not in our database.** Almost every gap is a field that was never entered in the **Tracksolid Pro portal** at provisioning time — our pipeline faithfully stores whatever the portal holds. This is a **data-entry discipline** problem at vehicle onboarding, plus an **incomplete driver/plate import** that is still pending (the 144-device CSV). +**R3. 37 fully-unidentified devices being tracked** (no plate, model, or driver; "unknown" status). → Match serial/IMEI to a vehicle or decommission. **Owner:** Field ops + Engineering. --- -## 2. The fleet, de-duplicated +## 🟠 AMBER — fix soon -After collapsing tracker+camera pairs to one row per number plate: +**A1. No driver name — 41 / 181 (23%).** Trips/speeding/idle can't be attributed → no accountability. → Assign drivers at source. **Owner:** Operations. *(CSV covers most.)* -| Segment | Vehicles | Detail | -|---|---|---| -| **Field service** (closes customer tickets) | ~62 | Probox ×57, Van, Vezel, Mazda, + a few UG/other cars | -| **Specialist** (cranes, bikes, pick-ups — *not* immediate tickets) | ~17 | Crane ×3, Motorbike ×8, Pick-Up ×~6 | -| **Ambiguous** (type conflicts — see §3) | 2 | KCY 080X, KCZ 223P | -| **Total physical vehicles** | **80** | from 181 devices | -| **Unassigned spare devices** (no plate) | 41 rows | cannot be counted as vehicles | +**A2. 16 vehicles have a tracker but NO dashcam** — no incident/safety video (all 8 motorbikes, the Uganda units, several Proboxes). → Decide which need a camera; schedule installs. **Owner:** Field ops. ---- +**A3. No vehicle model — 40 / 181 (22%).** Forces guesswork on the field-service vs specialist split. → Set `vehicle_models` at source. **Owner:** Operations. *(CSV covers most.)* -## 3. Findings by severity +**A4. Duplicate plates corrupting the count:** +- `KDS 453Y` entered twice — `KDS 453Y` (tracker) + `KDS 453 Y` (camera, stray space). +- `KCC 199P` vs `KCZ 199P` — both pick-ups, both driver *Mbuvi Kioko*, one tracker + one camera → almost certainly **one vehicle under two plates**. +→ Correct the plate in the portal, then re-sync. **Owner:** Operations. -### 🔴 Critical — operational blind spots - -**C1. 6 vehicles have a dashcam but NO GPS tracker** — they are invisible on the live fleet map and contribute no trips/mileage. -`KCN 496A · KCQ 215F · KCU 237Z · KDM 306S · KDN 759G · KCZ 199P` - -**C2. 16 vehicles have a GPS tracker but NO dashcam** — no video evidence for incidents, disputes, or safety review. Concentrated in the **specialist fleet** (all 8 motorbikes, the Uganda vehicles) plus several Proboxes. - -**C3. 41 device rows (23%) carry no number plate** — they cannot be tied to a vehicle, driver, or city. **19 of these are entirely blank** (no plate, no model, no driver, status "unknown") — hardware we track but cannot identify at all. - -### 🟠 High — accountability & classification gaps - -**H1. 97% of records have no driver phone** (175 / 181). Only 6 drivers are contactable from our data. - -**H2. 23% have no driver name** (41 / 181). Behaviour analytics (speeding, idle, harsh events) cannot be attributed. - -**H3. 22% have no vehicle model** (40 / 181) — this is the field that drives the field-service vs specialist split. Until it's populated, ~22% of the fleet can only be classified by guessing from the device name. - -**H4. Plate data-entry inconsistencies** corrupting the vehicle count: -- **`KDS 453Y` is entered twice** — `KDS 453Y` (tracker) and `KDS 453 Y` (camera, stray space). One vehicle, counted as two. -- **`KCC 199P` vs `KCZ 199P`** — both pick-ups, both driver *Mbuvi Kioko*, one tracker + one camera. Almost certainly **one vehicle mis-keyed under two plates**. - -**H5. Two plates disagree with themselves** — the tracker and dashcam on the *same plate* report different vehicle types: +**A5. Two plates disagree with themselves (model conflict):** | Plate | Tracker says | Camera says | Driver | |---|---|---|---| | KCY 080X | Pick-Up | Probox | Lawrence Kijogi | | KCZ 223P | Pick-Up | Probox | Felix Muema | -### 🟡 Medium — analytics reliability +→ Confirm the real type; set both devices to match. **Owner:** Operations. -**M1. `assigned_city` is unreliable.** 4 vehicles have their two devices assigned to *different cities* (e.g. KDC 490Q: Mombasa vs Nairobi; KCY 838X: Mombasa vs Voi). The field appears **derived from the Tracksolid account** the device sits in, not the vehicle's actual base — so **regional (Nairobi / Mombasa / Kampala) reporting is suspect**. - -**M2. Placeholder / non-person driver names** pollute driver-level analytics: `Garage` (×4), `UG` (×2), `Management_Mazda` (×2), `Parked` (×1). These are slots, not people. - -**M3. One driver, multiple plates** — 5 cases (`Garage`, `Gideon Kiprono`, `Kelvin Wambugu`, `Mbuvi Kioko`, `UG`). Some are the duplicate-plate issues above; the rest need confirmation of whether a driver genuinely rotates vehicles. - -### ⚪ Low — asset-register completeness (low operational impact today) - -**L1. `vehicle_brand` is 99% empty** (179 / 181) and **`vin` is 100% empty** (181 / 181). Not currently used in any KPI, but would be needed for a formal asset/insurance register. +**A6. `assigned_city` unreliable → regional reporting suspect.** 4 vehicles show two cities (e.g. KDC 490Q: Mombasa/Nairobi; KCY 838X: Mombasa/Voi) — it's inherited from the account, not the vehicle. → Set per vehicle. **Owner:** Operations + Engineering. --- -## 4. Completeness scorecard (device-level, 181 rows) +## 🟡 YELLOW — cleanup -| Field | Populated | Missing | % missing | -|---|---|---|---| -| Number plate | 140 | 41 | 23% | -| Vehicle model | 141 | 40 | 22% | -| Driver name | 140 | 41 | 23% | -| Driver phone | 6 | 175 | **97%** | -| SIM | 155 | 26 | 14% | -| Assigned city | 152 | 29 | 16% | -| Vehicle brand | 2 | 179 | **99%** | -| VIN | 0 | 181 | **100%** | +**Y1. Placeholder driver names** — `Garage` (×4), `UG` (×2), `Management_Mazda` (×2), `Parked` (×1). → Replace with real names or a clear "unassigned" convention. **Owner:** Operations. + +**Y2. Missing SIM (26) and cost-centre (31).** → Backfill from records/CSV. **Owner:** Operations + Engineering. + +**Y3. `vehicle_category` empty (0 / 181).** Low urgency — the map/KPIs derive the segment from `vehicle_models` automatically. → Optional; CSV fills it. **Owner:** Engineering. --- -## 5. Recommended actions +## Action plan -| # | Action | Owner | Effort | Fixes | -|---|---|---|---|---| -| 1 | **Run the pending driver/plate CSV import** (144 devices with names + plates already prepared) | Engineering | Low — one command | H1, H2, H3 (large chunk) | -| 2 | **Mandate model + driver + phone at vehicle onboarding** in the Tracksolid Pro portal; make them required fields in the process | Operations | Process change | Root cause of most gaps | -| 3 | **Resolve the 4 specific record issues** in §3 (KDS 453Y dup, KCC/KCZ 199P, KCY 080X, KCZ 223P) | Operations to confirm, Engineering to correct | Low | H4, H5 | -| 4 | **Audit the 22 vehicles missing a tracker or camera** (§3 C1/C2) — install missing hardware or confirm intentional | Field ops | Medium | C1, C2 | -| 5 | **Identify the 19 fully-blank devices** — match serial → vehicle, or decommission | Field ops | Medium | C3 | -| 6 | **Stop trusting `assigned_city` for regional reporting** until it's set per-vehicle rather than inherited from the account | Engineering + Ops | Medium | M1 | -| 7 | Replace placeholder driver names with real assignments or a clear "unassigned" convention | Operations | Low | M2, M3 | +| # | Tier | Issue | Action | Owner | Cleared by CSV import? | +|---|---|---|---|---|---| +| R1 | 🔴 | No driver phone (97%) | Capture mobiles | Ops + Eng | ✅ mostly | +| R2 | 🔴 | 6 vehicles, no GPS tracker | Field-check / install | Field ops | — | +| R3 | 🔴 | 37 unidentified devices | Identify or decommission | Field ops + Eng | ✅ partly | +| A1 | 🟠 | No driver name (23%) | Assign drivers | Ops | ✅ mostly | +| A2 | 🟠 | 16 vehicles, no dashcam | Schedule installs | Field ops | — | +| A3 | 🟠 | No vehicle model (22%) | Set model at source | Ops | ✅ mostly | +| A4 | 🟠 | Duplicate plates (KDS 453Y; KCC/KCZ 199P) | Fix plate, re-sync | Ops | — | +| A5 | 🟠 | Model conflicts (KCY 080X, KCZ 223P) | Confirm type | Ops | partial | +| A6 | 🟠 | Unreliable assigned_city | Set per vehicle | Ops + Eng | ✅ yes | +| Y1 | 🟡 | Placeholder driver names | Replace | Ops | partial | +| Y2 | 🟡 | Missing SIM (26) / cost-centre (31) | Backfill | Ops + Eng | ✅ mostly | +| Y3 | 🟡 | vehicle_category empty | Optional populate | Eng | ✅ yes | -**Quick wins:** Actions 1 and 3 are low-effort and would clear the majority of the High-severity gaps immediately. - ---- - -## 6. Method & reproducibility - -All figures derived from a single read-only scan of `tracksolid.devices`. De-duplication keys on a normalised plate (`UPPER(REPLACE(vehicle_number,' ',''))`) so spacing variants collapse. Tracker = device types `GT06E / X3 / AT4`; camera = `JC400P`. The scan script and the proposed `tracksolid.v_vehicles` de-duplicated view are tracked in the repository; re-running the scan after each remediation step will show progress against this baseline. +**Suggested order:** (1) run/validate the **CSV import** — clears R1, R3(part), A1, A3, A6, Y2, Y3; (2) field-ops sweep for **R2 + A2** (tracker/camera hardware); (3) Operations fixes **A4/A5 plates + Y1** in the portal; (4) re-run the scan to confirm. diff --git a/docs/reports/260608_fleet_registry_data_quality.pdf b/docs/reports/260608_fleet_registry_data_quality.pdf index 2eba271..a892277 100644 --- a/docs/reports/260608_fleet_registry_data_quality.pdf +++ b/docs/reports/260608_fleet_registry_data_quality.pdf @@ -4,8 +4,8 @@ 1 0 obj << /Type /Pages - /Count 6 - /Kids [389 0 R 391 0 R 393 0 R 395 0 R 397 0 R 399 0 R] + /Count 3 + /Kids [270 0 R 272 0 R 274 0 R] >> endobj @@ -22,10 +22,10 @@ endobj << /Parent 2 0 R /First 4 0 R - /Last 13 0 R - /Count -6 - /Title - /Dest 384 0 R + /Last 8 0 R + /Count -5 + /Title + /Dest 264 0 R >> endobj @@ -33,8 +33,8 @@ endobj << /Parent 3 0 R /Next 5 0 R - /Title (1. 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R 37 0 R 35 0 R 34 0 R 33 0 R 33 0 R 33 0 R 32 0 R 31 0 R 30 0 R 30 0 R 28 0 R 27 0 R 26 0 R 26 0 R 25 0 R 25 0 R 24 0 R 23 0 R 23 0 R 19 0 R 15 0 R 18 0 R 15 0 R 15 0 R 17 0 R 15 0 R 16 0 R 15 0 R 15 0 R] +endobj + +14 0 obj +<< + /Type /StructElem + /S /Document + /P 10 0 R + /K [213 0 R 208 0 R 203 0 R 195 0 R 194 0 R 191 0 R 187 0 R 184 0 R 183 0 R 179 0 R 176 0 R 171 0 R 161 0 R 159 0 R 141 0 R 139 0 R 133 0 R 132 0 R 125 0 R 122 0 R 115 0 R 114 0 R 20 0 R 15 0 R] +>> +endobj + +15 0 obj +<< + /Type /StructElem + /S /P + /P 14 0 R + /K [19 0 R 122 18 0 R 124 125 17 0 R 127 16 0 R 129 130] + /Pg 274 0 R >> endobj 16 0 obj -[326 0 R 325 0 R 319 0 R 324 0 R 319 0 R 323 0 R 319 0 R 322 0 R 319 0 R 319 0 R 321 0 R 319 0 R 320 0 R 319 0 R 319 0 R 318 0 R 316 0 R 317 0 R 316 0 R 316 0 R 316 0 R 315 0 R 314 0 R 313 0 R 310 0 R 308 0 R 306 0 R 307 0 R 307 0 R 306 0 R 305 0 R 305 0 R 305 0 R 303 0 R 301 0 R 299 0 R 300 0 R 299 0 R 299 0 R 298 0 R 298 0 R 298 0 R 296 0 R 294 0 R 292 0 R 293 0 R 292 0 R 291 0 R 291 0 R 291 0 R 289 0 R 287 0 R 285 0 R 286 0 R 286 0 R 286 0 R 282 0 R 284 0 R 284 0 R 282 0 R 283 0 R 283 0 R 283 0 R 280 0 R 278 0 R 276 0 R 277 0 R 276 0 R 276 0 R 275 0 R 275 0 R 275 0 R 271 0 R 267 0 R 267 0 R 270 0 R 267 0 R 267 0 R 269 0 R 267 0 R 268 0 R 268 0 R 267 0 R 266 0 R 265 0 R 264 0 R 263 0 R 262 0 R 259 0 R 258 0 R 258 0 R 257 0 R 256 0 R 256 0 R 254 0 R 252 0 R 252 0 R 253 0 R 252 0 R 251 0 R 250 0 R 250 0 R 248 0 R 247 0 R 247 0 R 246 0 R 245 0 R 243 0 R 241 0 R 239 0 R 237 0 R 236 0 R 236 0 R 235 0 R 234 0 R] +<< + /Type /StructElem + /S /Strong + /P 15 0 R + /K [128] + /Pg 274 0 R +>> endobj 17 0 obj -[229 0 R 228 0 R 228 0 R 227 0 R 225 0 R 225 0 R 226 0 R 224 0 R 222 0 R 222 0 R 223 0 R 222 0 R 222 0 R 221 0 R 219 0 R 220 0 R 219 0 R 219 0 R 218 0 R 218 0 R 217 0 R 216 0 R 215 0 R 214 0 R 214 0 R 213 0 R 212 0 R 212 0 R 211 0 R 198 0 R 210 0 R 208 0 R 198 0 R 207 0 R 198 0 R 206 0 R 198 0 R 205 0 R 203 0 R 202 0 R 198 0 R 200 0 R 198 0 R 199 0 R 199 0 R 198 0 R 197 0 R 195 0 R 196 0 R 195 0 R 195 0 R 194 0 R 193 0 R 192 0 R 191 0 R 188 0 R 187 0 R 186 0 R 185 0 R 183 0 R 182 0 R 181 0 R 180 0 R 176 0 R 176 0 R 175 0 R 174 0 R 172 0 R 168 0 R 171 0 R 168 0 R 168 0 R 170 0 R 170 0 R 170 0 R 168 0 R 169 0 R 169 0 R 168 0 R 167 0 R 162 0 R 166 0 R 162 0 R 165 0 R 162 0 R 164 0 R 162 0 R 163 0 R 162 0 R 161 0 R 155 0 R 160 0 R 155 0 R 159 0 R 155 0 R 158 0 R 155 0 R 157 0 R 155 0 R 156 0 R 155 0 R 155 0 R 154 0 R 154 0 R 153 0 R 152 0 R 150 0 R 146 0 R 149 0 R 147 0 R 146 0 R 146 0 R] +<< + /Type /StructElem + /S /Strong + /P 15 0 R + /K [126] + /Pg 274 0 R +>> endobj 18 0 obj -[145 0 R 144 0 R 143 0 R 142 0 R 141 0 R 138 0 R 137 0 R 136 0 R 135 0 R 133 0 R 132 0 R 131 0 R 130 0 R 128 0 R 127 0 R 126 0 R 125 0 R 123 0 R 122 0 R 121 0 R 120 0 R 117 0 R 116 0 R 115 0 R 114 0 R 112 0 R 111 0 R 110 0 R 109 0 R 107 0 R 106 0 R 105 0 R 104 0 R 101 0 R 100 0 R 99 0 R 98 0 R] +<< + /Type /StructElem + /S /Strong + /P 15 0 R + /K [123] + /Pg 274 0 R +>> endobj 19 0 obj -[93 0 R] +<< + /Type /StructElem + /S /Strong + /P 15 0 R + /K [121] + /Pg 274 0 R +>> endobj 20 0 obj -[92 0 R 91 0 R 90 0 R 89 0 R 88 0 R 85 0 R 84 0 R 84 0 R 84 0 R 84 0 R 83 0 R 83 0 R 83 0 R 83 0 R 82 0 R 81 0 R 81 0 R 81 0 R 80 0 R 80 0 R 78 0 R 77 0 R 77 0 R 77 0 R 77 0 R 77 0 R 77 0 R 77 0 R 76 0 R 76 0 R 76 0 R 76 0 R 76 0 R 76 0 R 76 0 R 75 0 R 74 0 R 73 0 R 73 0 R 71 0 R 70 0 R 70 0 R 70 0 R 69 0 R 69 0 R 69 0 R 69 0 R 68 0 R 68 0 R 68 0 R 68 0 R 68 0 R 68 0 R 67 0 R 66 0 R 64 0 R 63 0 R 63 0 R 63 0 R 63 0 R 63 0 R 63 0 R 62 0 R 62 0 R 62 0 R 62 0 R 62 0 R 61 0 R 60 0 R 59 0 R 57 0 R 56 0 R 56 0 R 56 0 R 56 0 R 55 0 R 55 0 R 55 0 R 54 0 R 53 0 R 52 0 R 50 0 R 49 0 R 48 0 R 46 0 R 46 0 R 46 0 R 46 0 R 45 0 R 45 0 R 45 0 R 45 0 R 45 0 R 45 0 R 44 0 R 44 0 R 43 0 R 42 0 R 40 0 R 39 0 R 39 0 R 39 0 R 39 0 R 39 0 R 39 0 R 39 0 R 39 0 R 39 0 R 39 0 R 38 0 R 37 0 R 36 0 R] +<< + /Type /StructElem + /S /Table + /P 14 0 R + /K [106 0 R 21 0 R] +>> endobj 21 0 obj -[31 0 R 30 0 R 30 0 R 29 0 R 23 0 R 28 0 R 23 0 R 23 0 R 27 0 R 23 0 R 23 0 R 26 0 R 23 0 R 25 0 R 23 0 R 24 0 R 23 0 R 23 0 R] +<< + /Type /StructElem + /S /TBody + /P 20 0 R + /K [99 0 R 92 0 R 85 0 R 78 0 R 71 0 R 64 0 R 57 0 R 50 0 R 43 0 R 36 0 R 29 0 R 22 0 R] +>> endobj 22 0 obj << /Type /StructElem - /S /Document - /P 15 0 R - /K [326 0 R 319 0 R 318 0 R 316 0 R 272 0 R 267 0 R 266 0 R 265 0 R 230 0 R 229 0 R 228 0 R 225 0 R 222 0 R 219 0 R 218 0 R 216 0 R 214 0 R 212 0 R 198 0 R 195 0 R 177 0 R 176 0 R 168 0 R 162 0 R 155 0 R 154 0 R 146 0 R 145 0 R 94 0 R 93 0 R 32 0 R 30 0 R 29 0 R 23 0 R] + /S /TR + /P 21 0 R + /K [28 0 R 27 0 R 26 0 R 25 0 R 24 0 R 23 0 R] >> endobj 23 0 obj << /Type /StructElem - /S /P + /S /TD /P 22 0 R - /K [4 28 0 R 6 7 27 0 R 9 10 26 0 R 12 25 0 R 14 24 0 R 16 17] - /Pg 399 0 R + /A [<< + /O /Table + /Headers [(U2x5y0)] + >>] + /K [119 120] + /Pg 274 0 R >> endobj 24 0 obj << /Type /StructElem - /S /Code - /P 23 0 R - /K [15] - /Pg 399 0 R + /S /TD + /P 22 0 R + /A [<< + /O /Table + /Headers [(U2x4y0)] + >>] + /K [118] + /Pg 274 0 R >> endobj 25 0 obj << /Type /StructElem - /S /Code - /P 23 0 R - /K [13] - /Pg 399 0 R + /S /TD + /P 22 0 R + /A [<< + /O /Table + /Headers [(U2x3y0)] + >>] + /K [116 117] + /Pg 274 0 R >> endobj 26 0 obj << /Type /StructElem - /S /Code - /P 23 0 R - /K [11] - /Pg 399 0 R + /S /TD + /P 22 0 R + /A [<< + /O /Table + /Headers [(U2x2y0)] + >>] + /K [114 115] + /Pg 274 0 R >> endobj 27 0 obj << /Type /StructElem - /S /Code - /P 23 0 R - /K [8] - /Pg 399 0 R + /S /TD + /P 22 0 R + /A [<< + /O /Table + /Headers [(U2x1y0)] + >>] + /K [113] + /Pg 274 0 R >> endobj 28 0 obj << /Type /StructElem - /S /Code - /P 23 0 R - /K [5] - /Pg 399 0 R + /S /TD + /P 22 0 R + /A [<< + /O /Table + /Headers [(U2x0y0)] + >>] + /K [112] + /Pg 274 0 R >> endobj 29 0 obj << /Type /StructElem - /S /H2 - /P 22 0 R - /T (6. Method & reproducibility) - /K [3] - /Pg 399 0 R + /S /TR + /P 21 0 R + /K [35 0 R 34 0 R 33 0 R 32 0 R 31 0 R 30 0 R] >> endobj 30 0 obj << /Type /StructElem - /S /P - /P 22 0 R - /K [31 0 R 1 2] - /Pg 399 0 R + /S /TD + /P 29 0 R + /A [<< + /O /Table + /Headers [(U2x5y0)] + >>] + /K [110 111] + /Pg 274 0 R >> endobj 31 0 obj << /Type /StructElem - /S /Strong - /P 30 0 R - /K [0] - /Pg 399 0 R + /S /TD + /P 29 0 R + /A [<< + /O /Table + /Headers [(U2x4y0)] + >>] + /K [109] + /Pg 274 0 R >> endobj 32 0 obj << /Type /StructElem - /S /Div - /P 22 0 R + /S /TD + /P 29 0 R /A [<< - /O /Layout - /Placement /Block + /O /Table + /Headers [(U2x3y0)] >>] - /K [33 0 R] + /K [108] + /Pg 274 0 R >> endobj 33 0 obj << /Type /StructElem - /S /Table - /P 32 0 R - /K [86 0 R 34 0 R] + /S /TD + /P 29 0 R + /A [<< + /O /Table + /Headers [(U2x2y0)] + >>] + /K [105 106 107] + /Pg 274 0 R >> endobj 34 0 obj << /Type /StructElem - /S /TBody - /P 33 0 R - /K [79 0 R 72 0 R 65 0 R 58 0 R 51 0 R 41 0 R 35 0 R] + /S /TD + /P 29 0 R + /A [<< + /O /Table + /Headers [(U2x1y0)] + >>] + /K [104] + /Pg 274 0 R >> endobj 35 0 obj << /Type /StructElem - /S /TR - /P 34 0 R - /K [40 0 R 39 0 R 38 0 R 37 0 R 36 0 R] + /S /TD + /P 29 0 R + /A [<< + /O /Table + /Headers [(U2x0y0)] + >>] + /K [103] + /Pg 274 0 R >> endobj 36 0 obj << /Type /StructElem - /S /TD - /P 35 0 R - /A [<< - /O /Table - /Headers [(U5x4y0)] - >>] - /K [111] - /Pg 397 0 R + /S /TR + /P 21 0 R + /K [42 0 R 41 0 R 40 0 R 39 0 R 38 0 R 37 0 R] >> endobj @@ -337,13 +392,13 @@ endobj << /Type /StructElem /S /TD - /P 35 0 R + /P 36 0 R /A [<< /O /Table - /Headers [(U5x3y0)] + /Headers [(U2x5y0)] >>] - /K [110] - /Pg 397 0 R + /K [102] + /Pg 274 0 R >> endobj @@ -351,13 +406,13 @@ endobj << /Type /StructElem /S /TD - /P 35 0 R + /P 36 0 R /A [<< /O /Table - /Headers [(U5x2y0)] + /Headers [(U2x4y0)] >>] - /K [109] - /Pg 397 0 R + /K [101] + /Pg 274 0 R >> endobj @@ -365,13 +420,13 @@ endobj << /Type /StructElem /S /TD - /P 35 0 R + /P 36 0 R /A [<< /O /Table - /Headers [(U5x1y0)] + /Headers [(U2x3y0)] >>] - /K [99 100 101 102 103 104 105 106 107 108] - /Pg 397 0 R + /K [100] + /Pg 274 0 R >> endobj @@ -379,22 +434,27 @@ endobj << /Type /StructElem /S /TD - /P 35 0 R + /P 36 0 R /A [<< /O /Table - /Headers [(U5x0y0)] + /Headers [(U2x2y0)] >>] - /K [98] - /Pg 397 0 R + /K [98 99] + /Pg 274 0 R >> endobj 41 0 obj << /Type /StructElem - /S /TR - /P 34 0 R - /K [50 0 R 45 0 R 44 0 R 43 0 R 42 0 R] + /S /TD + /P 36 0 R + /A [<< + /O /Table + /Headers [(U2x1y0)] + >>] + /K [97] + /Pg 274 0 R >> endobj @@ -402,27 +462,22 @@ endobj << /Type /StructElem /S /TD - /P 41 0 R + /P 36 0 R /A [<< /O /Table - /Headers [(U5x4y0)] + /Headers [(U2x0y0)] >>] - /K [97] - /Pg 397 0 R + /K [96] + /Pg 274 0 R >> endobj 43 0 obj << /Type /StructElem - /S /TD - /P 41 0 R - /A [<< - /O /Table - /Headers [(U5x3y0)] - >>] - /K [96] - /Pg 397 0 R + /S /TR + /P 21 0 R + /K [49 0 R 48 0 R 47 0 R 46 0 R 45 0 R 44 0 R] >> endobj @@ -430,13 +485,13 @@ endobj << /Type /StructElem /S /TD - /P 41 0 R + /P 43 0 R /A [<< /O /Table - /Headers [(U5x2y0)] + /Headers [(U2x5y0)] >>] /K [94 95] - /Pg 397 0 R + /Pg 274 0 R >> endobj @@ -444,75 +499,92 @@ endobj << /Type /StructElem /S /TD - /P 41 0 R + /P 43 0 R /A [<< /O /Table - /Headers [(U5x1y0)] + /Headers [(U2x4y0)] >>] - /K [49 0 R 47 0 R 46 0 R 88 89 90 91 92 93] - /Pg 397 0 R + /K [93] + /Pg 274 0 R >> endobj 46 0 obj << /Type /StructElem - /S /Strong - /P 45 0 R - /K [84 85 86 87] - /Pg 397 0 R + /S /TD + /P 43 0 R + /A [<< + /O /Table + /Headers [(U2x3y0)] + >>] + /K [90 91 92] + /Pg 274 0 R >> endobj 47 0 obj << /Type /StructElem - /S /Code - /P 45 0 R - /K [48 0 R] + /S /TD + /P 43 0 R + /A [<< + /O /Table + /Headers [(U2x2y0)] + >>] + /K [89] + /Pg 274 0 R >> endobj 48 0 obj << /Type /StructElem - /S /Strong - /P 47 0 R - /K [83] - /Pg 397 0 R + /S /TD + /P 43 0 R + /A [<< + /O /Table + /Headers [(U2x1y0)] + >>] + /K [88] + /Pg 274 0 R >> endobj 49 0 obj << /Type /StructElem - /S /Strong - /P 45 0 R - /K [82] - /Pg 397 0 R + /S /TD + /P 43 0 R + /A [<< + /O /Table + /Headers [(U2x0y0)] + >>] + /K [87] + /Pg 274 0 R >> endobj 50 0 obj << /Type /StructElem - /S /TD - /P 41 0 R - /A [<< - /O /Table - /Headers [(U5x0y0)] - >>] - /K [81] - /Pg 397 0 R + /S /TR + /P 21 0 R + /K [56 0 R 55 0 R 54 0 R 53 0 R 52 0 R 51 0 R] >> endobj 51 0 obj << /Type /StructElem - /S /TR - /P 34 0 R - /K [57 0 R 55 0 R 54 0 R 53 0 R 52 0 R] + /S /TD + /P 50 0 R + /A [<< + /O /Table + /Headers [(U2x5y0)] + >>] + /K [86] + /Pg 274 0 R >> endobj @@ -520,13 +592,13 @@ endobj << /Type /StructElem /S /TD - /P 51 0 R + /P 50 0 R /A [<< /O /Table - /Headers [(U5x4y0)] + /Headers [(U2x4y0)] >>] - /K [80] - /Pg 397 0 R + /K [85] + /Pg 274 0 R >> endobj @@ -534,13 +606,13 @@ endobj << /Type /StructElem /S /TD - /P 51 0 R + /P 50 0 R /A [<< /O /Table - /Headers [(U5x3y0)] + /Headers [(U2x3y0)] >>] - /K [79] - /Pg 397 0 R + /K [84] + /Pg 274 0 R >> endobj @@ -548,13 +620,13 @@ endobj << /Type /StructElem /S /TD - /P 51 0 R + /P 50 0 R /A [<< /O /Table - /Headers [(U5x2y0)] + /Headers [(U2x2y0)] >>] - /K [78] - /Pg 397 0 R + /K [79 80 81 82 83] + /Pg 274 0 R >> endobj @@ -562,46 +634,50 @@ endobj << /Type /StructElem /S /TD - /P 51 0 R + /P 50 0 R /A [<< /O /Table - /Headers [(U5x1y0)] + /Headers [(U2x1y0)] >>] - /K [56 0 R 75 76 77] - /Pg 397 0 R + /K [78] + /Pg 274 0 R >> endobj 56 0 obj << /Type /StructElem - /S /Strong - /P 55 0 R - /K [71 72 73 74] - /Pg 397 0 R + /S /TD + /P 50 0 R + /A [<< + /O /Table + /Headers [(U2x0y0)] + >>] + /K [77] + /Pg 274 0 R >> endobj 57 0 obj << /Type /StructElem - /S /TD - /P 51 0 R - /A [<< - /O /Table - /Headers [(U5x0y0)] - >>] - /K [70] - /Pg 397 0 R + /S /TR + /P 21 0 R + /K [63 0 R 62 0 R 61 0 R 60 0 R 59 0 R 58 0 R] >> endobj 58 0 obj << /Type /StructElem - /S /TR - /P 34 0 R - /K [64 0 R 62 0 R 61 0 R 60 0 R 59 0 R] + /S /TD + /P 57 0 R + /A [<< + /O /Table + /Headers [(U2x5y0)] + >>] + /K [76] + /Pg 274 0 R >> endobj @@ -609,13 +685,13 @@ endobj << /Type /StructElem /S /TD - /P 58 0 R + /P 57 0 R /A [<< /O /Table - /Headers [(U5x4y0)] + /Headers [(U2x4y0)] >>] - /K [69] - /Pg 397 0 R + /K [75] + /Pg 274 0 R >> endobj @@ -623,13 +699,13 @@ endobj << /Type /StructElem /S /TD - /P 58 0 R + /P 57 0 R /A [<< /O /Table - /Headers [(U5x3y0)] + /Headers [(U2x3y0)] >>] - /K [68] - /Pg 397 0 R + /K [73 74] + /Pg 274 0 R >> endobj @@ -637,13 +713,13 @@ endobj << /Type /StructElem /S /TD - /P 58 0 R + /P 57 0 R /A [<< /O /Table - /Headers [(U5x2y0)] + /Headers [(U2x2y0)] >>] - /K [67] - /Pg 397 0 R + /K [69 70 71 72] + /Pg 274 0 R >> endobj @@ -651,46 +727,50 @@ endobj << /Type /StructElem /S /TD - /P 58 0 R + /P 57 0 R /A [<< /O /Table - /Headers [(U5x1y0)] + /Headers [(U2x1y0)] >>] - /K [63 0 R 62 63 64 65 66] - /Pg 397 0 R + /K [68] + /Pg 274 0 R >> endobj 63 0 obj << /Type /StructElem - /S /Strong - /P 62 0 R - /K [56 57 58 59 60 61] - /Pg 397 0 R + /S /TD + /P 57 0 R + /A [<< + /O /Table + /Headers [(U2x0y0)] + >>] + /K [67] + /Pg 274 0 R >> endobj 64 0 obj << /Type /StructElem - /S /TD - /P 58 0 R - /A [<< - /O /Table - /Headers [(U5x0y0)] - >>] - /K [55] - /Pg 397 0 R + /S /TR + /P 21 0 R + /K [70 0 R 69 0 R 68 0 R 67 0 R 66 0 R 65 0 R] >> endobj 65 0 obj << /Type /StructElem - /S /TR - /P 34 0 R - /K [71 0 R 69 0 R 68 0 R 67 0 R 66 0 R] + /S /TD + /P 64 0 R + /A [<< + /O /Table + /Headers [(U2x5y0)] + >>] + /K [65 66] + /Pg 274 0 R >> endobj @@ -698,13 +778,13 @@ endobj << /Type /StructElem /S /TD - /P 65 0 R + /P 64 0 R /A [<< /O /Table - /Headers [(U5x4y0)] + /Headers [(U2x4y0)] >>] - /K [54] - /Pg 397 0 R + /K [64] + /Pg 274 0 R >> endobj @@ -712,13 +792,13 @@ endobj << /Type /StructElem /S /TD - /P 65 0 R + /P 64 0 R /A [<< /O /Table - /Headers [(U5x3y0)] + /Headers [(U2x3y0)] >>] - /K [53] - /Pg 397 0 R + /K [62 63] + /Pg 274 0 R >> endobj @@ -726,13 +806,13 @@ endobj << /Type /StructElem /S /TD - /P 65 0 R + /P 64 0 R /A [<< /O /Table - /Headers [(U5x2y0)] + /Headers [(U2x2y0)] >>] - /K [47 48 49 50 51 52] - /Pg 397 0 R + /K [60 61] + /Pg 274 0 R >> endobj @@ -740,46 +820,50 @@ endobj << /Type /StructElem /S /TD - /P 65 0 R + /P 64 0 R /A [<< /O /Table - /Headers [(U5x1y0)] + /Headers [(U2x1y0)] >>] - /K [70 0 R 43 44 45 46] - /Pg 397 0 R + /K [59] + /Pg 274 0 R >> endobj 70 0 obj << /Type /StructElem - /S /Strong - /P 69 0 R - /K [40 41 42] - /Pg 397 0 R + /S /TD + /P 64 0 R + /A [<< + /O /Table + /Headers [(U2x0y0)] + >>] + /K [58] + /Pg 274 0 R >> endobj 71 0 obj << /Type /StructElem - /S /TD - /P 65 0 R - /A [<< - /O /Table - /Headers [(U5x0y0)] - >>] - /K [39] - /Pg 397 0 R + /S /TR + /P 21 0 R + /K [77 0 R 76 0 R 75 0 R 74 0 R 73 0 R 72 0 R] >> endobj 72 0 obj << /Type /StructElem - /S /TR - /P 34 0 R - /K [78 0 R 76 0 R 75 0 R 74 0 R 73 0 R] + /S /TD + /P 71 0 R + /A [<< + /O /Table + /Headers [(U2x5y0)] + >>] + /K [57] + /Pg 274 0 R >> endobj @@ -787,13 +871,13 @@ endobj << /Type /StructElem /S /TD - /P 72 0 R + /P 71 0 R /A [<< /O /Table - /Headers [(U5x4y0)] + /Headers [(U2x4y0)] >>] - /K [37 38] - /Pg 397 0 R + /K [56] + /Pg 274 0 R >> endobj @@ -801,13 +885,13 @@ endobj << /Type /StructElem /S /TD - /P 72 0 R + /P 71 0 R /A [<< /O /Table - /Headers [(U5x3y0)] + /Headers [(U2x3y0)] >>] - /K [36] - /Pg 397 0 R + /K [53 54 55] + /Pg 274 0 R >> endobj @@ -815,13 +899,13 @@ endobj << /Type /StructElem /S /TD - /P 72 0 R + /P 71 0 R /A [<< /O /Table - /Headers [(U5x2y0)] + /Headers [(U2x2y0)] >>] - /K [35] - /Pg 397 0 R + /K [51 52] + /Pg 274 0 R >> endobj @@ -829,46 +913,50 @@ endobj << /Type /StructElem /S /TD - /P 72 0 R + /P 71 0 R /A [<< /O /Table - /Headers [(U5x1y0)] + /Headers [(U2x1y0)] >>] - /K [77 0 R 28 29 30 31 32 33 34] - /Pg 397 0 R + /K [50] + /Pg 274 0 R >> endobj 77 0 obj << /Type /StructElem - /S /Strong - /P 76 0 R - /K [21 22 23 24 25 26 27] - /Pg 397 0 R + /S /TD + /P 71 0 R + /A [<< + /O /Table + /Headers [(U2x0y0)] + >>] + /K [49] + /Pg 274 0 R >> endobj 78 0 obj << /Type /StructElem - /S /TD - /P 72 0 R - /A [<< - /O /Table - /Headers [(U5x0y0)] - >>] - /K [20] - /Pg 397 0 R + /S /TR + /P 21 0 R + /K [84 0 R 83 0 R 82 0 R 81 0 R 80 0 R 79 0 R] >> endobj 79 0 obj << /Type /StructElem - /S /TR - /P 34 0 R - /K [85 0 R 83 0 R 82 0 R 81 0 R 80 0 R] + /S /TD + /P 78 0 R + /A [<< + /O /Table + /Headers [(U2x5y0)] + >>] + /K [47 48] + /Pg 274 0 R >> endobj @@ -876,18 +964,13 @@ endobj << /Type /StructElem /S /TD - /P 79 0 R + /P 78 0 R /A [<< /O /Table - /Headers [(U5x4y0)] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/Solid /None /None /None] - /BorderThickness [1 0 0 0] + /Headers [(U2x4y0)] >>] - /K [18 19] - /Pg 397 0 R + /K [46] + /Pg 274 0 R >> endobj @@ -895,18 +978,13 @@ endobj << /Type /StructElem /S /TD - /P 79 0 R + /P 78 0 R /A [<< /O /Table - /Headers [(U5x3y0)] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/Solid /None /None /None] - /BorderThickness [1 0 0 0] + /Headers [(U2x3y0)] >>] - /K [15 16 17] - /Pg 397 0 R + /K [43 44 45] + /Pg 274 0 R >> endobj @@ -914,18 +992,13 @@ endobj << /Type /StructElem /S /TD - /P 79 0 R + /P 78 0 R /A [<< /O /Table - /Headers [(U5x2y0)] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/Solid /None /None /None] - /BorderThickness [1 0 0 0] + /Headers [(U2x2y0)] >>] - /K [14] - /Pg 397 0 R + /K [41 42] + /Pg 274 0 R >> endobj @@ -933,208 +1006,185 @@ endobj << /Type /StructElem /S /TD - /P 79 0 R + /P 78 0 R /A [<< /O /Table - /Headers [(U5x1y0)] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/Solid /None /None /None] - /BorderThickness [1 0 0 0] + /Headers [(U2x1y0)] >>] - /K [84 0 R 10 11 12 13] - /Pg 397 0 R + /K [40] + /Pg 274 0 R >> endobj 84 0 obj << /Type /StructElem - /S /Strong - /P 83 0 R - /K [6 7 8 9] - /Pg 397 0 R + /S /TD + /P 78 0 R + /A [<< + /O /Table + /Headers [(U2x0y0)] + >>] + /K [39] + /Pg 274 0 R >> endobj 85 0 obj << /Type /StructElem - /S /TD - /P 79 0 R - /A [<< - /O /Table - /Headers [(U5x0y0)] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/Solid /None /None /None] - /BorderThickness [1 0 0 0] - >>] - /K [5] - /Pg 397 0 R + /S /TR + /P 21 0 R + /K [91 0 R 90 0 R 89 0 R 88 0 R 87 0 R 86 0 R] >> endobj 86 0 obj << /Type /StructElem - /S /THead - /P 33 0 R - /K [87 0 R] + /S /TD + /P 85 0 R + /A [<< + /O /Table + /Headers [(U2x5y0)] + >>] + /K [37 38] + /Pg 274 0 R >> endobj 87 0 obj << /Type /StructElem - /S /TR - /P 86 0 R - /K [92 0 R 91 0 R 90 0 R 89 0 R 88 0 R] + /S /TD + /P 85 0 R + /A [<< + /O /Table + /Headers [(U2x4y0)] + >>] + /K [35 36] + /Pg 274 0 R >> endobj 88 0 obj << /Type /StructElem - /S /TH - /P 87 0 R - /ID (U5x4y0) + /S /TD + /P 85 0 R /A [<< /O /Table - /Scope /Column - /Headers [] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/None /Solid /None /None] - /BorderThickness [0 1 0 0] + /Headers [(U2x3y0)] >>] - /K [4] - /Pg 397 0 R + /K [31 32 33 34] + /Pg 274 0 R >> endobj 89 0 obj << /Type /StructElem - /S /TH - /P 87 0 R - /ID (U5x3y0) + /S /TD + /P 85 0 R /A [<< /O /Table - /Scope /Column - /Headers [] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/None /Solid /None /None] - /BorderThickness [0 1 0 0] + /Headers [(U2x2y0)] >>] - /K [3] - /Pg 397 0 R + /K [28 29 30] + /Pg 274 0 R >> endobj 90 0 obj << /Type /StructElem - /S /TH - /P 87 0 R - /ID (U5x2y0) + /S /TD + /P 85 0 R /A [<< /O /Table - /Scope /Column - /Headers [] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/None /Solid /None /None] - /BorderThickness [0 1 0 0] + /Headers [(U2x1y0)] >>] - /K [2] - /Pg 397 0 R + /K [27] + /Pg 274 0 R >> endobj 91 0 obj << /Type /StructElem - /S /TH - /P 87 0 R - /ID (U5x1y0) + /S /TD + /P 85 0 R /A [<< /O /Table - /Scope /Column - /Headers [] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/None /Solid /None /None] - /BorderThickness [0 1 0 0] + /Headers [(U2x0y0)] >>] - /K [1] - /Pg 397 0 R + /K [26] + /Pg 274 0 R >> endobj 92 0 obj << /Type /StructElem - /S /TH - /P 87 0 R - /ID (U5x0y0) - /A [<< - /O /Table - /Scope /Column - /Headers [] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/None /Solid /None /None] - /BorderThickness [0 1 0 0] - >>] - /K [0] - /Pg 397 0 R + /S /TR + /P 21 0 R + /K [98 0 R 97 0 R 96 0 R 95 0 R 94 0 R 93 0 R] >> endobj 93 0 obj << /Type /StructElem - /S /H2 - /P 22 0 R - /T (5. Recommended actions) - /K [0] - /Pg 395 0 R + /S /TD + /P 92 0 R + /A [<< + /O /Table + /Headers [(U2x5y0)] + >>] + /K [25] + /Pg 274 0 R >> endobj 94 0 obj << /Type /StructElem - /S /Table - /P 22 0 R - /K [139 0 R 95 0 R] + /S /TD + /P 92 0 R + /A [<< + /O /Table + /Headers [(U2x4y0)] + >>] + /K [24] + /Pg 274 0 R >> endobj 95 0 obj << /Type /StructElem - /S /TBody - /P 94 0 R - /K [134 0 R 129 0 R 124 0 R 118 0 R 113 0 R 108 0 R 102 0 R 96 0 R] + /S /TD + /P 92 0 R + /A [<< + /O /Table + /Headers [(U2x3y0)] + >>] + /K [22 23] + /Pg 274 0 R >> endobj 96 0 obj << /Type /StructElem - /S /TR - /P 95 0 R - /K [101 0 R 100 0 R 99 0 R 97 0 R] + /S /TD + /P 92 0 R + /A [<< + /O /Table + /Headers [(U2x2y0)] + >>] + /K [20 21] + /Pg 274 0 R >> endobj @@ -1142,36 +1192,36 @@ endobj << /Type /StructElem /S /TD - /P 96 0 R + /P 92 0 R /A [<< /O /Table - /Headers [(U4x3y0)] + /Headers [(U2x1y0)] >>] - /K [98 0 R] + /K [19] + /Pg 274 0 R >> endobj 98 0 obj << /Type /StructElem - /S /Strong - /P 97 0 R - /K [36] - /Pg 393 0 R + /S /TD + /P 92 0 R + /A [<< + /O /Table + /Headers [(U2x0y0)] + >>] + /K [18] + /Pg 274 0 R >> endobj 99 0 obj << /Type /StructElem - /S /TD - /P 96 0 R - /A [<< - /O /Table - /Headers [(U4x2y0)] - >>] - /K [35] - /Pg 393 0 R + /S /TR + /P 21 0 R + /K [105 0 R 104 0 R 103 0 R 102 0 R 101 0 R 100 0 R] >> endobj @@ -1179,13 +1229,18 @@ endobj << /Type /StructElem /S /TD - /P 96 0 R + /P 99 0 R /A [<< /O /Table - /Headers [(U4x1y0)] + /Headers [(U2x5y0)] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/Solid /None /None /None] + /BorderThickness [1 0 0 0] >>] - /K [34] - /Pg 393 0 R + /K [16 17] + /Pg 274 0 R >> endobj @@ -1193,22 +1248,37 @@ endobj << /Type /StructElem /S /TD - /P 96 0 R + /P 99 0 R /A [<< /O /Table - /Headers [(U4x0y0)] + /Headers [(U2x4y0)] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/Solid /None /None /None] + /BorderThickness [1 0 0 0] >>] - /K [33] - /Pg 393 0 R + /K [15] + /Pg 274 0 R >> endobj 102 0 obj << /Type /StructElem - /S /TR - /P 95 0 R - /K [107 0 R 106 0 R 105 0 R 103 0 R] + /S /TD + /P 99 0 R + /A [<< + /O /Table + /Headers [(U2x3y0)] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/Solid /None /None /None] + /BorderThickness [1 0 0 0] + >>] + /K [12 13 14] + /Pg 274 0 R >> endobj @@ -1216,22 +1286,37 @@ endobj << /Type /StructElem /S /TD - /P 102 0 R + /P 99 0 R /A [<< /O /Table - /Headers [(U4x3y0)] + /Headers [(U2x2y0)] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/Solid /None /None /None] + /BorderThickness [1 0 0 0] >>] - /K [104 0 R] + /K [10 11] + /Pg 274 0 R >> endobj 104 0 obj << /Type /StructElem - /S /Strong - /P 103 0 R - /K [32] - /Pg 393 0 R + /S /TD + /P 99 0 R + /A [<< + /O /Table + /Headers [(U2x1y0)] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/Solid /None /None /None] + /BorderThickness [1 0 0 0] + >>] + /K [9] + /Pg 274 0 R >> endobj @@ -1239,395 +1324,10 @@ endobj << /Type /StructElem /S /TD - /P 102 0 R + /P 99 0 R /A [<< /O /Table - /Headers [(U4x2y0)] - >>] - /K [31] - /Pg 393 0 R ->> -endobj - -106 0 obj -<< - /Type /StructElem - /S /TD - /P 102 0 R - /A [<< - /O /Table - /Headers [(U4x1y0)] - >>] - /K [30] - /Pg 393 0 R ->> -endobj - -107 0 obj -<< - /Type /StructElem - /S /TD - /P 102 0 R - /A [<< - /O /Table - /Headers [(U4x0y0)] - >>] - /K [29] - /Pg 393 0 R ->> -endobj - -108 0 obj -<< - /Type /StructElem - /S /TR - /P 95 0 R - /K [112 0 R 111 0 R 110 0 R 109 0 R] ->> -endobj - -109 0 obj -<< - /Type /StructElem - /S /TD - /P 108 0 R - /A [<< - /O /Table - /Headers [(U4x3y0)] - >>] - /K [28] - /Pg 393 0 R ->> -endobj - -110 0 obj -<< - /Type /StructElem - /S /TD - /P 108 0 R - /A [<< - /O /Table - /Headers [(U4x2y0)] - >>] - /K [27] - /Pg 393 0 R ->> -endobj - -111 0 obj -<< - /Type /StructElem - /S /TD - /P 108 0 R - /A [<< - /O /Table - /Headers [(U4x1y0)] - >>] - /K [26] - /Pg 393 0 R ->> -endobj - -112 0 obj -<< - /Type /StructElem - /S /TD - /P 108 0 R - /A [<< - /O /Table - /Headers [(U4x0y0)] - >>] - /K [25] - /Pg 393 0 R ->> -endobj - -113 0 obj -<< - /Type /StructElem - /S /TR - /P 95 0 R - /K [117 0 R 116 0 R 115 0 R 114 0 R] ->> -endobj - -114 0 obj -<< - /Type /StructElem - /S /TD - /P 113 0 R - /A [<< - /O /Table - /Headers [(U4x3y0)] - >>] - /K [24] - /Pg 393 0 R ->> -endobj - -115 0 obj -<< - /Type /StructElem - /S /TD - /P 113 0 R - /A [<< - /O /Table - /Headers [(U4x2y0)] - >>] - /K [23] - /Pg 393 0 R ->> -endobj - -116 0 obj -<< - /Type /StructElem - /S /TD - /P 113 0 R - /A [<< - /O /Table - /Headers [(U4x1y0)] - >>] - /K [22] - /Pg 393 0 R ->> -endobj - -117 0 obj -<< - /Type /StructElem - /S /TD - /P 113 0 R - /A [<< - /O /Table - /Headers [(U4x0y0)] - >>] - /K [21] - /Pg 393 0 R ->> -endobj - -118 0 obj -<< - /Type /StructElem - /S /TR - /P 95 0 R - /K [123 0 R 122 0 R 121 0 R 119 0 R] ->> -endobj - -119 0 obj -<< - /Type /StructElem - /S /TD - /P 118 0 R - /A [<< - /O /Table - /Headers [(U4x3y0)] - >>] - /K [120 0 R] ->> -endobj - -120 0 obj -<< - /Type /StructElem - /S /Strong - /P 119 0 R - /K [20] - /Pg 393 0 R ->> -endobj - -121 0 obj -<< - /Type /StructElem - /S /TD - /P 118 0 R - /A [<< - /O /Table - /Headers [(U4x2y0)] - >>] - /K [19] - /Pg 393 0 R ->> -endobj - -122 0 obj -<< - /Type /StructElem - /S /TD - /P 118 0 R - /A [<< - /O /Table - /Headers [(U4x1y0)] - >>] - /K [18] - /Pg 393 0 R ->> -endobj - -123 0 obj -<< - /Type /StructElem - /S /TD - /P 118 0 R - /A [<< - /O /Table - /Headers [(U4x0y0)] - >>] - /K [17] - /Pg 393 0 R ->> -endobj - -124 0 obj -<< - /Type /StructElem - /S /TR - /P 95 0 R - /K [128 0 R 127 0 R 126 0 R 125 0 R] ->> -endobj - -125 0 obj -<< - /Type /StructElem - /S /TD - /P 124 0 R - /A [<< - /O /Table - /Headers [(U4x3y0)] - >>] - /K [16] - /Pg 393 0 R ->> -endobj - -126 0 obj -<< - /Type /StructElem - /S /TD - /P 124 0 R - /A [<< - /O /Table - /Headers [(U4x2y0)] - >>] - /K [15] - /Pg 393 0 R ->> -endobj - -127 0 obj -<< - /Type /StructElem - /S /TD - /P 124 0 R - /A [<< - /O /Table - /Headers [(U4x1y0)] - >>] - /K [14] - /Pg 393 0 R ->> -endobj - -128 0 obj -<< - /Type /StructElem - /S /TD - /P 124 0 R - /A [<< - /O /Table - /Headers [(U4x0y0)] - >>] - /K [13] - /Pg 393 0 R ->> -endobj - -129 0 obj -<< - /Type /StructElem - /S /TR - /P 95 0 R - /K [133 0 R 132 0 R 131 0 R 130 0 R] ->> -endobj - -130 0 obj -<< - /Type /StructElem - /S /TD - /P 129 0 R - /A [<< - /O /Table - /Headers [(U4x3y0)] - >>] - /K [12] - /Pg 393 0 R ->> -endobj - -131 0 obj -<< - /Type /StructElem - /S /TD - /P 129 0 R - /A [<< - /O /Table - /Headers [(U4x2y0)] - >>] - /K [11] - /Pg 393 0 R ->> -endobj - -132 0 obj -<< - /Type /StructElem - /S /TD - /P 129 0 R - /A [<< - /O /Table - /Headers [(U4x1y0)] - >>] - /K [10] - /Pg 393 0 R ->> -endobj - -133 0 obj -<< - /Type /StructElem - /S /TD - /P 129 0 R - /A [<< - /O /Table - /Headers [(U4x0y0)] - >>] - /K [9] - /Pg 393 0 R ->> -endobj - -134 0 obj -<< - /Type /StructElem - /S /TR - /P 95 0 R - /K [138 0 R 137 0 R 136 0 R 135 0 R] ->> -endobj - -135 0 obj -<< - /Type /StructElem - /S /TD - /P 134 0 R - /A [<< - /O /Table - /Headers [(U4x3y0)] + /Headers [(U2x0y0)] >> << /O /Layout /BorderColor [0 0 0] @@ -1635,91 +1335,76 @@ endobj /BorderThickness [1 0 0 0] >>] /K [8] - /Pg 393 0 R + /Pg 274 0 R >> endobj -136 0 obj -<< - /Type /StructElem - /S /TD - /P 134 0 R - /A [<< - /O /Table - /Headers [(U4x2y0)] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/Solid /None /None /None] - /BorderThickness [1 0 0 0] - >>] - /K [7] - /Pg 393 0 R ->> -endobj - -137 0 obj -<< - /Type /StructElem - /S /TD - /P 134 0 R - /A [<< - /O /Table - /Headers [(U4x1y0)] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/Solid /None /None /None] - /BorderThickness [1 0 0 0] - >>] - /K [6] - /Pg 393 0 R ->> -endobj - -138 0 obj -<< - /Type /StructElem - /S /TD - /P 134 0 R - /A [<< - /O /Table - /Headers [(U4x0y0)] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/Solid /None /None /None] - /BorderThickness [1 0 0 0] - >>] - /K [5] - /Pg 393 0 R ->> -endobj - -139 0 obj +106 0 obj << /Type /StructElem /S /THead - /P 94 0 R - /K [140 0 R] + /P 20 0 R + /K [107 0 R] >> endobj -140 0 obj +107 0 obj << /Type /StructElem /S /TR - /P 139 0 R - /K [144 0 R 143 0 R 142 0 R 141 0 R] + /P 106 0 R + /K [113 0 R 112 0 R 111 0 R 110 0 R 109 0 R 108 0 R] >> endobj -141 0 obj +108 0 obj << /Type /StructElem /S /TH - /P 140 0 R - /ID (U4x3y0) + /P 107 0 R + /ID (U2x5y0) + /A [<< + /O /Table + /Scope /Column + /Headers [] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/None /Solid /None /None] + /BorderThickness [0 1 0 0] + >>] + /K [6 7] + /Pg 274 0 R +>> +endobj + +109 0 obj +<< + /Type /StructElem + /S /TH + /P 107 0 R + /ID (U2x4y0) + /A [<< + /O /Table + /Scope /Column + /Headers [] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/None /Solid /None /None] + /BorderThickness [0 1 0 0] + >>] + /K [5] + /Pg 274 0 R +>> +endobj + +110 0 obj +<< + /Type /StructElem + /S /TH + /P 107 0 R + /ID (U2x3y0) /A [<< /O /Table /Scope /Column @@ -1731,1405 +1416,15 @@ endobj /BorderThickness [0 1 0 0] >>] /K [4] - /Pg 393 0 R + /Pg 274 0 R >> endobj -142 0 obj +111 0 obj << /Type /StructElem /S /TH - /P 140 0 R - /ID (U4x2y0) - /A [<< - /O /Table - /Scope /Column - /Headers [] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/None /Solid /None /None] - /BorderThickness [0 1 0 0] - >>] - /K [3] - /Pg 393 0 R ->> -endobj - -143 0 obj -<< - /Type /StructElem - /S /TH - /P 140 0 R - /ID (U4x1y0) - /A [<< - /O /Table - /Scope /Column - /Headers [] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/None /Solid /None /None] - /BorderThickness [0 1 0 0] - >>] - /K [2] - /Pg 393 0 R ->> -endobj - -144 0 obj -<< - /Type /StructElem - /S /TH - /P 140 0 R - /ID (U4x0y0) - /A [<< - /O /Table - /Scope /Column - /Headers [] - >> << - /O /Layout - /BorderColor [0 0 0] - /BorderStyle [/None /Solid /None /None] - /BorderThickness [0 1 0 0] - >>] - /K [1] - /Pg 393 0 R ->> -endobj - -145 0 obj -<< - /Type /StructElem - /S /H2 - /P 22 0 R - /T (4. Completeness scorecard (device-level, 181 rows)) - /K [0] - /Pg 393 0 R ->> -endobj - -146 0 obj -<< - /Type /StructElem - /S /P - /P 22 0 R - /K [153 0 R 151 0 R 150 0 R 107 148 0 R 147 0 R 110 111] - /Pg 391 0 R ->> -endobj - -147 0 obj -<< - /Type /StructElem - /S /Strong - /P 146 0 R - /K [109] - /Pg 391 0 R ->> -endobj - -148 0 obj -<< - /Type /StructElem - /S /Code - /P 146 0 R - /K [149 0 R] ->> -endobj - -149 0 obj -<< - /Type /StructElem - /S /Strong - /P 148 0 R - /K [108] - /Pg 391 0 R ->> -endobj - -150 0 obj -<< - /Type /StructElem - /S /Strong - /P 146 0 R - /K [106] - /Pg 391 0 R ->> -endobj - -151 0 obj -<< - /Type /StructElem - /S /Code - /P 146 0 R - /K [152 0 R] ->> -endobj - -152 0 obj -<< - /Type /StructElem - /S /Strong - /P 151 0 R - /K [105] - /Pg 391 0 R ->> -endobj - -153 0 obj -<< - /Type /StructElem - /S /Strong - /P 146 0 R - /K [104] - /Pg 391 0 R ->> -endobj - -154 0 obj -<< - /Type /StructElem - /S /H3 - /P 22 0 R - /T - /K [102 103] - /Pg 391 0 R ->> -endobj - 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/K [259 0 R 89 90] - /Pg 389 0 R ->> -endobj - -259 0 obj -<< - /Type /StructElem - /S /Strong - /P 258 0 R - /K [88] - /Pg 389 0 R ->> -endobj - -260 0 obj -<< - /Type /StructElem - /S /THead - /P 231 0 R - /K [261 0 R] ->> -endobj - -261 0 obj -<< - /Type /StructElem - /S /TR - /P 260 0 R - /K [264 0 R 263 0 R 262 0 R] ->> -endobj - -262 0 obj -<< - /Type /StructElem - /S /TH - /P 261 0 R + /P 107 0 R /ID (U2x2y0) /A [<< /O /Table @@ -3141,16 +1436,16 @@ endobj /BorderStyle [/None /Solid /None /None] /BorderThickness [0 1 0 0] >>] - /K [87] - /Pg 389 0 R + /K [3] + /Pg 274 0 R >> endobj -263 0 obj +112 0 obj << /Type /StructElem /S /TH - /P 261 0 R + /P 107 0 R /ID (U2x1y0) /A [<< /O /Table @@ -3162,16 +1457,16 @@ endobj /BorderStyle [/None /Solid /None /None] /BorderThickness [0 1 0 0] >>] - /K [86] - /Pg 389 0 R + /K [2] + /Pg 274 0 R >> endobj -264 0 obj +113 0 obj << /Type /StructElem /S /TH - /P 261 0 R + /P 107 0 R /ID (U2x0y0) /A [<< /O /Table @@ -3183,454 +1478,397 @@ endobj /BorderStyle [/None /Solid /None /None] /BorderThickness [0 1 0 0] >>] - 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/K [72] - /Pg 389 0 R + /P 115 0 R + /K [28] + /Pg 272 0 R >> endobj -272 0 obj +122 0 obj +<< + /Type /StructElem + /S /P + /P 14 0 R + /K [124 0 R 24 123 0 R 26 27] + /Pg 272 0 R +>> +endobj + +123 0 obj +<< + /Type /StructElem + /S /Strong + /P 122 0 R + /K [25] + /Pg 272 0 R +>> +endobj + +124 0 obj +<< + /Type /StructElem + /S /Strong + /P 122 0 R + /K [23] + /Pg 272 0 R +>> +endobj + +125 0 obj +<< + /Type /StructElem + /S /P + /P 14 0 R + /K [131 0 R 11 130 0 R 13 129 0 R 15 128 0 R 17 127 0 R 19 20 126 0 R 22] + /Pg 272 0 R +>> +endobj + +126 0 obj +<< + /Type /StructElem + /S /Strong + /P 125 0 R + /K [21] + /Pg 272 0 R +>> +endobj + +127 0 obj +<< + /Type /StructElem + /S /Code + /P 125 0 R + /K [18] + /Pg 272 0 R +>> +endobj + +128 0 obj +<< + /Type /StructElem + /S /Code + /P 125 0 R + /K [16] + /Pg 272 0 R +>> +endobj + +129 0 obj +<< + /Type /StructElem + /S /Code + /P 125 0 R + /K [14] + /Pg 272 0 R +>> +endobj + +130 0 obj +<< + /Type /StructElem + /S /Code + /P 125 0 R + /K [12] + /Pg 272 0 R +>> +endobj + +131 0 obj +<< + /Type /StructElem + /S /Strong + /P 125 0 R + /K [10] + /Pg 272 0 R +>> +endobj + +132 0 obj +<< + /Type /StructElem + /S /H2 + /P 14 0 R + /T + /K [8 9] + /Pg 272 0 R +>> +endobj + +133 0 obj +<< + /Type /StructElem + /S /P + /P 14 0 R + /K [138 0 R 136 0 R 135 0 R 3 4 5 134 0 R 7] + /Pg 272 0 R +>> +endobj + +134 0 obj +<< + /Type /StructElem + /S /Strong + /P 133 0 R + /K [6] + /Pg 272 0 R +>> +endobj + +135 0 obj +<< + /Type /StructElem + /S /Strong + /P 133 0 R + /K [2] + /Pg 272 0 R +>> +endobj + +136 0 obj +<< + /Type /StructElem + /S /Code + /P 133 0 R + /K [137 0 R] +>> +endobj + +137 0 obj +<< + /Type /StructElem + /S /Strong + /P 136 0 R + /K [1] + /Pg 272 0 R +>> +endobj + +138 0 obj +<< + /Type /StructElem + /S /Strong + /P 133 0 R + /K [0] + /Pg 272 0 R +>> +endobj + +139 0 obj +<< + /Type /StructElem + /S /P + /P 14 0 R + /K [114 140 0 R 116] + /Pg 270 0 R +>> +endobj + +140 0 obj +<< + /Type /StructElem + /S /Strong + /P 139 0 R + /K [115] + /Pg 270 0 R +>> +endobj + +141 0 obj << /Type /StructElem /S /Table - /P 22 0 R - /K [311 0 R 273 0 R] + /P 14 0 R + /K [153 0 R 142 0 R] >> endobj -273 0 obj +142 0 obj << /Type /StructElem /S /TBody - /P 272 0 R - /K [304 0 R 297 0 R 290 0 R 281 0 R 274 0 R] + /P 141 0 R + /K [148 0 R 143 0 R] >> endobj -274 0 obj +143 0 obj << /Type /StructElem /S /TR - /P 273 0 R - /K [279 0 R 276 0 R 275 0 R] + /P 142 0 R + /K [147 0 R 146 0 R 145 0 R 144 0 R] >> endobj -275 0 obj +144 0 obj << /Type /StructElem /S /TD - /P 274 0 R + /P 143 0 R + /A [<< + /O /Table + /Headers [(U1x3y0)] + >>] + /K [113] + /Pg 270 0 R +>> +endobj + +145 0 obj +<< + /Type /StructElem + /S /TD + /P 143 0 R /A [<< /O /Table /Headers [(U1x2y0)] >>] - /K [69 70 71] - /Pg 389 0 R + /K [112] + /Pg 270 0 R >> endobj -276 0 obj +146 0 obj << /Type /StructElem /S /TD - /P 274 0 R + /P 143 0 R /A [<< /O /Table /Headers [(U1x1y0)] >>] - /K [278 0 R 65 277 0 R 67 68] - /Pg 389 0 R + /K [111] + /Pg 270 0 R >> endobj -277 0 obj -<< - /Type /StructElem - /S /Strong - /P 276 0 R - /K [66] - /Pg 389 0 R ->> -endobj - -278 0 obj -<< - /Type /StructElem - /S /Strong - /P 276 0 R - /K [64] - /Pg 389 0 R ->> -endobj - -279 0 obj +147 0 obj << /Type /StructElem /S /TD - /P 274 0 R + /P 143 0 R /A [<< /O /Table /Headers [(U1x0y0)] >>] - /K [280 0 R] + /K [110] + /Pg 270 0 R >> endobj -280 0 obj -<< - /Type /StructElem - /S /Strong - /P 279 0 R - /K [63] - /Pg 389 0 R ->> -endobj - -281 0 obj +148 0 obj << /Type /StructElem /S /TR - /P 273 0 R - /K [288 0 R 285 0 R 282 0 R] + /P 142 0 R + /K [152 0 R 151 0 R 150 0 R 149 0 R] >> endobj -282 0 obj +149 0 obj << /Type /StructElem /S /TD - /P 281 0 R + /P 148 0 R /A [<< /O /Table - /Headers [(U1x2y0)] + /Headers [(U1x3y0)] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/Solid /None /None /None] + /BorderThickness [1 0 0 0] >>] - /K [56 284 0 R 59 283 0 R] - /Pg 389 0 R + /K [109] + /Pg 270 0 R >> endobj -283 0 obj -<< - /Type /StructElem - /S /Strong - /P 282 0 R - /K [60 61 62] - /Pg 389 0 R ->> -endobj - -284 0 obj -<< - /Type /StructElem - /S /Strong - /P 282 0 R - /K [57 58] - /Pg 389 0 R ->> -endobj - -285 0 obj +150 0 obj << /Type /StructElem /S /TD - /P 281 0 R - /A [<< - /O /Table - /Headers [(U1x1y0)] - >>] - /K [287 0 R 52 286 0 R] - /Pg 389 0 R ->> -endobj - -286 0 obj -<< - /Type /StructElem - /S /Strong - /P 285 0 R - /K [53 54 55] - /Pg 389 0 R ->> -endobj - -287 0 obj -<< - /Type /StructElem - /S /Strong - /P 285 0 R - /K [51] - /Pg 389 0 R ->> -endobj - -288 0 obj -<< - /Type /StructElem - /S /TD - /P 281 0 R - /A [<< - /O /Table - /Headers [(U1x0y0)] - >>] - /K [289 0 R] ->> -endobj - -289 0 obj -<< - /Type /StructElem - /S /Strong - /P 288 0 R - /K [50] - /Pg 389 0 R ->> -endobj - -290 0 obj -<< - /Type /StructElem - /S /TR - /P 273 0 R - /K [295 0 R 292 0 R 291 0 R] ->> -endobj - -291 0 obj -<< - /Type /StructElem - /S /TD - /P 290 0 R - /A [<< - /O /Table - /Headers [(U1x2y0)] - >>] - /K [47 48 49] - /Pg 389 0 R ->> -endobj - -292 0 obj -<< - /Type /StructElem - /S /TD - /P 290 0 R - /A [<< - /O /Table - /Headers [(U1x1y0)] - >>] - /K [294 0 R 44 293 0 R 46] - /Pg 389 0 R ->> -endobj - -293 0 obj -<< - /Type /StructElem - /S /Strong - /P 292 0 R - /K [45] - /Pg 389 0 R ->> -endobj - -294 0 obj -<< - /Type /StructElem - /S /Strong - /P 292 0 R - /K [43] - /Pg 389 0 R ->> -endobj - -295 0 obj -<< - /Type /StructElem - /S /TD - /P 290 0 R - /A [<< - /O /Table - /Headers [(U1x0y0)] - >>] - /K [296 0 R] ->> -endobj - -296 0 obj -<< - /Type /StructElem - /S /Strong - /P 295 0 R - /K [42] - /Pg 389 0 R ->> -endobj - -297 0 obj -<< - /Type /StructElem - /S /TR - /P 273 0 R - /K [302 0 R 299 0 R 298 0 R] ->> -endobj - -298 0 obj -<< - /Type /StructElem - /S /TD - /P 297 0 R - /A [<< - /O /Table - /Headers [(U1x2y0)] - >>] - /K [39 40 41] - /Pg 389 0 R ->> -endobj - -299 0 obj -<< - /Type /StructElem - /S /TD - /P 297 0 R - /A [<< - /O /Table - /Headers [(U1x1y0)] - >>] - /K [301 0 R 35 300 0 R 37 38] - /Pg 389 0 R ->> -endobj - -300 0 obj -<< - /Type /StructElem - /S /Strong - /P 299 0 R - /K [36] - /Pg 389 0 R ->> -endobj - -301 0 obj -<< - /Type /StructElem - /S /Strong - /P 299 0 R - /K [34] - /Pg 389 0 R ->> -endobj - -302 0 obj -<< - /Type /StructElem - /S /TD - /P 297 0 R - /A [<< - /O /Table - /Headers [(U1x0y0)] - >>] - /K [303 0 R] ->> -endobj - -303 0 obj -<< - /Type /StructElem - /S /Strong - /P 302 0 R - /K [33] - /Pg 389 0 R ->> -endobj - -304 0 obj -<< - /Type /StructElem - /S /TR - /P 273 0 R - /K [309 0 R 306 0 R 305 0 R] ->> -endobj - -305 0 obj -<< - /Type /StructElem - /S /TD - /P 304 0 R + /P 148 0 R /A [<< /O /Table /Headers [(U1x2y0)] @@ -3640,16 +1878,16 @@ endobj /BorderStyle [/Solid /None /None /None] /BorderThickness [1 0 0 0] >>] - /K [30 31 32] - /Pg 389 0 R + /K [108] + /Pg 270 0 R >> endobj -306 0 obj +151 0 obj << /Type /StructElem /S /TD - /P 304 0 R + /P 148 0 R /A [<< /O /Table /Headers [(U1x1y0)] @@ -3659,36 +1897,16 @@ endobj /BorderStyle [/Solid /None /None /None] /BorderThickness [1 0 0 0] >>] - /K [308 0 R 26 307 0 R 29] - /Pg 389 0 R + /K [107] + /Pg 270 0 R >> endobj -307 0 obj -<< - /Type /StructElem - /S /Strong - /P 306 0 R - /K [27 28] - /Pg 389 0 R ->> -endobj - -308 0 obj -<< - /Type /StructElem - /S /Strong - /P 306 0 R - /K [25] - /Pg 389 0 R ->> -endobj - -309 0 obj +152 0 obj << /Type /StructElem /S /TD - /P 304 0 R + /P 148 0 R /A [<< /O /Table /Headers [(U1x0y0)] @@ -3698,43 +1916,55 @@ endobj /BorderStyle [/Solid /None /None /None] /BorderThickness [1 0 0 0] >>] - /K [310 0 R] + /K [106] + /Pg 270 0 R >> endobj -310 0 obj -<< - /Type /StructElem - /S /Strong - /P 309 0 R - /K [24] - /Pg 389 0 R ->> -endobj - -311 0 obj +153 0 obj << /Type /StructElem /S /THead - /P 272 0 R - /K [312 0 R] + /P 141 0 R + /K [154 0 R] >> endobj -312 0 obj +154 0 obj << /Type /StructElem /S /TR - /P 311 0 R - /K [315 0 R 314 0 R 313 0 R] + /P 153 0 R + /K [158 0 R 157 0 R 156 0 R 155 0 R] >> endobj -313 0 obj +155 0 obj << /Type /StructElem /S /TH - /P 312 0 R + /P 154 0 R + /ID (U1x3y0) + /A [<< + /O /Table + /Scope /Column + /Headers [] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/None /Solid /None /None] + /BorderThickness [0 1 0 0] + >>] + /K [105] + /Pg 270 0 R +>> +endobj + +156 0 obj +<< + /Type /StructElem + /S /TH + /P 154 0 R /ID (U1x2y0) /A [<< /O /Table @@ -3746,16 +1976,16 @@ endobj /BorderStyle [/None /Solid /None /None] /BorderThickness [0 1 0 0] >>] - /K [23] - /Pg 389 0 R + /K [104] + /Pg 270 0 R >> endobj -314 0 obj +157 0 obj << /Type /StructElem /S /TH - /P 312 0 R + /P 154 0 R /ID (U1x1y0) /A [<< /O /Table @@ -3767,16 +1997,16 @@ endobj /BorderStyle [/None /Solid /None /None] /BorderThickness [0 1 0 0] >>] - /K [22] - /Pg 389 0 R + /K [103] + /Pg 270 0 R >> endobj -315 0 obj +158 0 obj << /Type /StructElem /S /TH - /P 312 0 R + /P 154 0 R /ID (U1x0y0) /A [<< /O /Table @@ -3788,124 +2018,563 @@ endobj /BorderStyle [/None /Solid /None /None] /BorderThickness [0 1 0 0] >>] - /K [21] - /Pg 389 0 R + /K [102] + /Pg 270 0 R >> endobj -316 0 obj +159 0 obj << /Type /StructElem /S /P - /P 22 0 R - /K [16 317 0 R 18 19 20] - /Pg 389 0 R + /P 14 0 R + /K [160 0 R] >> endobj -317 0 obj +160 0 obj << /Type /StructElem /S /Strong - /P 316 0 R - /K [17] - /Pg 389 0 R + /P 159 0 R + /K [101] + /Pg 270 0 R >> endobj -318 0 obj -<< - /Type /StructElem - /S /H2 - /P 22 0 R - /T (1. Executive summary) - /K [15] - /Pg 389 0 R ->> -endobj - -319 0 obj +161 0 obj << /Type /StructElem /S /P - /P 22 0 R - /K [325 0 R 2 324 0 R 4 323 0 R 6 322 0 R 8 9 321 0 R 11 320 0 R 13 14] - /Pg 389 0 R + /P 14 0 R + /K [170 0 R 82 169 0 R 84 168 0 R 86 167 0 R 88 166 0 R 90 165 0 R 92 164 0 R 95 163 0 R 97 98 162 0 R 100] + /Pg 270 0 R >> endobj -320 0 obj +162 0 obj << /Type /StructElem /S /Strong - /P 319 0 R - /K [12] - /Pg 389 0 R + /P 161 0 R + /K [99] + /Pg 270 0 R >> endobj -321 0 obj +163 0 obj << /Type /StructElem /S /Strong - /P 319 0 R - /K [10] - /Pg 389 0 R + /P 161 0 R + /K [96] + /Pg 270 0 R >> endobj -322 0 obj +164 0 obj << /Type /StructElem - /S /Strong - /P 319 0 R - /K [7] - /Pg 389 0 R + /S /Em + /P 161 0 R + /K [93 94] + /Pg 270 0 R >> endobj -323 0 obj +165 0 obj << /Type /StructElem /S /Code - /P 319 0 R + /P 161 0 R + /K [91] + /Pg 270 0 R +>> +endobj + +166 0 obj +<< + /Type /StructElem + /S /Code + /P 161 0 R + /K [89] + /Pg 270 0 R +>> +endobj + +167 0 obj +<< + /Type /StructElem + /S /Code + /P 161 0 R + /K [87] + /Pg 270 0 R +>> +endobj + +168 0 obj +<< + /Type /StructElem + /S /Code + /P 161 0 R + /K [85] + /Pg 270 0 R +>> +endobj + +169 0 obj +<< + /Type /StructElem + /S /Code + /P 161 0 R + /K [83] + /Pg 270 0 R +>> +endobj + +170 0 obj +<< + /Type /StructElem + /S /Strong + /P 161 0 R + /K [81] + /Pg 270 0 R +>> +endobj + +171 0 obj +<< + /Type /StructElem + /S /P + /P 14 0 R + /K [175 0 R 74 75 174 0 R 77 173 0 R 79 172 0 R] + /Pg 270 0 R +>> +endobj + +172 0 obj +<< + /Type /StructElem + /S /Em + /P 171 0 R + /K [80] + /Pg 270 0 R +>> +endobj + +173 0 obj +<< + /Type /StructElem + /S /Strong + /P 171 0 R + /K [78] + /Pg 270 0 R +>> +endobj + +174 0 obj +<< + /Type /StructElem + /S /Code + /P 171 0 R + /K [76] + /Pg 270 0 R +>> +endobj + +175 0 obj +<< + /Type /StructElem + /S /Strong + /P 171 0 R + /K [73] + /Pg 270 0 R +>> +endobj + +176 0 obj +<< + /Type /StructElem + /S /P + /P 14 0 R + /K [178 0 R 68 69 177 0 R 71 72] + /Pg 270 0 R +>> +endobj + +177 0 obj +<< + /Type /StructElem + /S /Strong + /P 176 0 R + /K [70] + /Pg 270 0 R +>> +endobj + +178 0 obj +<< + /Type /StructElem + /S /Strong + /P 176 0 R + /K [67] + /Pg 270 0 R +>> +endobj + +179 0 obj +<< + /Type /StructElem + /S /P + /P 14 0 R + /K [182 0 R 61 62 63 181 0 R 65 180 0 R] + /Pg 270 0 R +>> +endobj + +180 0 obj +<< + /Type /StructElem + /S /Em + /P 179 0 R + /K [66] + /Pg 270 0 R +>> +endobj + +181 0 obj +<< + /Type /StructElem + /S /Strong + /P 179 0 R + /K [64] + /Pg 270 0 R +>> +endobj + +182 0 obj +<< + /Type /StructElem + /S /Strong + /P 179 0 R + /K [60] + /Pg 270 0 R +>> +endobj + +183 0 obj +<< + /Type /StructElem + /S /H2 + /P 14 0 R + /T + /K [58 59] + /Pg 270 0 R +>> +endobj + +184 0 obj +<< + /Type /StructElem + /S /P + /P 14 0 R + /K [186 0 R 54 55 185 0 R 57] + /Pg 270 0 R +>> +endobj + +185 0 obj +<< + /Type /StructElem + /S /Strong + /P 184 0 R + /K [56] + /Pg 270 0 R +>> +endobj + +186 0 obj +<< + /Type /StructElem + /S /Strong + /P 184 0 R + /K [53] + /Pg 270 0 R +>> +endobj + +187 0 obj +<< + /Type /StructElem + /S /P + /P 14 0 R + /K [190 0 R 46 47 189 0 R 49 50 188 0 R 52] + /Pg 270 0 R +>> +endobj + +188 0 obj +<< + /Type /StructElem + /S /Strong + /P 187 0 R + /K [51] + /Pg 270 0 R +>> +endobj + +189 0 obj +<< + /Type /StructElem + /S /Code + /P 187 0 R + /K [48] + /Pg 270 0 R +>> +endobj + +190 0 obj +<< + /Type /StructElem + /S /Strong + /P 187 0 R + /K [45] + /Pg 270 0 R +>> +endobj + +191 0 obj +<< + /Type /StructElem + /S /P + /P 14 0 R + /K [193 0 R 41 42 192 0 R 44] + /Pg 270 0 R +>> +endobj + +192 0 obj +<< + /Type /StructElem + /S /Strong + /P 191 0 R + /K [43] + /Pg 270 0 R +>> +endobj + +193 0 obj +<< + /Type /StructElem + /S /Strong + /P 191 0 R + /K [40] + /Pg 270 0 R +>> +endobj + +194 0 obj +<< + /Type /StructElem + /S /H2 + /P 14 0 R + /T + /K [38 39] + /Pg 270 0 R +>> +endobj + +195 0 obj +<< + /Type /StructElem + /S /BlockQuote + /P 14 0 R + /K [202 0 R 196 0 R] +>> +endobj + +196 0 obj +<< + /Type /StructElem + /S /P + /P 195 0 R + /K [26 201 0 R 28 199 0 R 31 198 0 R 33 197 0 R 35 36 37] + /Pg 270 0 R +>> +endobj + +197 0 obj +<< + /Type /StructElem + /S /Code + /P 196 0 R + /K [34] + /Pg 270 0 R +>> +endobj + +198 0 obj +<< + /Type /StructElem + /S /Strong + /P 196 0 R + /K [32] + /Pg 270 0 R +>> +endobj + +199 0 obj +<< + /Type /StructElem + /S /Code + /P 196 0 R + /K [200 0 R] +>> +endobj + +200 0 obj +<< + /Type /StructElem + /S /Strong + /P 199 0 R + /K [29 30] + /Pg 270 0 R +>> +endobj + +201 0 obj +<< + /Type /StructElem + /S /Strong + /P 196 0 R + /K [27] + /Pg 270 0 R +>> +endobj + +202 0 obj +<< + /Type /StructElem + /S /H2 + /P 195 0 R + /T + /K [24 25] + /Pg 270 0 R +>> +endobj + +203 0 obj +<< + /Type /StructElem + /S /P + /P 14 0 R + /K [207 0 R 10 11 12 206 0 R 14 15 16 205 0 R 18 19 20 21 204 0 R 23] + /Pg 270 0 R +>> +endobj + +204 0 obj +<< + /Type /StructElem + /S /Strong + /P 203 0 R + /K [22] + /Pg 270 0 R +>> +endobj + +205 0 obj +<< + /Type /StructElem + /S /Strong + /P 203 0 R + /K [17] + /Pg 270 0 R +>> +endobj + +206 0 obj +<< + /Type /StructElem + /S /Strong + /P 203 0 R + /K [13] + /Pg 270 0 R +>> +endobj + +207 0 obj +<< + /Type /StructElem + /S /Strong + /P 203 0 R + /K [9] + /Pg 270 0 R +>> +endobj + +208 0 obj +<< + /Type /StructElem + /S /P + /P 14 0 R + /K [212 0 R 2 211 0 R 4 210 0 R 6 209 0 R 8] + /Pg 270 0 R +>> +endobj + +209 0 obj +<< + /Type /StructElem + /S /Strong + /P 208 0 R + /K [7] + /Pg 270 0 R +>> +endobj + +210 0 obj +<< + /Type /StructElem + /S /Code + /P 208 0 R /K [5] - /Pg 389 0 R + /Pg 270 0 R >> endobj -324 0 obj +211 0 obj << /Type /StructElem /S /Strong - /P 319 0 R + /P 208 0 R /K [3] - /Pg 389 0 R + /Pg 270 0 R >> endobj -325 0 obj +212 0 obj << /Type /StructElem /S /Strong - /P 319 0 R + /P 208 0 R /K [1] - /Pg 389 0 R + /Pg 270 0 R >> endobj -326 0 obj +213 0 obj << /Type /StructElem /S /H1 - /P 22 0 R - /T + /P 14 0 R + /T /K [0] - /Pg 389 0 R + /Pg 270 0 R >> endobj -327 0 obj +214 0 obj << /Type /PageLabel /S /D @@ -3913,7 +2582,7 @@ endobj >> endobj -328 0 obj +215 0 obj << /Type /PageLabel /S /D @@ -3921,7 +2590,7 @@ endobj >> endobj -329 0 obj +216 0 obj << /Type /PageLabel /S /D @@ -3929,58 +2598,34 @@ endobj >> endobj -330 0 obj -<< - /Type /PageLabel - /S /D - /St 4 ->> -endobj - -331 0 obj -<< - /Type /PageLabel - /S /D - /St 5 ->> -endobj - -332 0 obj -<< - /Type /PageLabel - /S /D - /St 6 ->> -endobj - -333 0 obj +217 0 obj << /Type /Font /Subtype /Type0 - /BaseFont /GWPTFZ+LibertinusSerif-Bold-Identity-H + /BaseFont /CKEULS+LibertinusSerif-Bold-Identity-H /Encoding /Identity-H - /DescendantFonts [334 0 R] - /ToUnicode 337 0 R + /DescendantFonts [218 0 R] + /ToUnicode 221 0 R >> endobj -334 0 obj +218 0 obj << /Type /Font /Subtype /CIDFontType0 - /BaseFont /GWPTFZ+LibertinusSerif-Bold + /BaseFont /CKEULS+LibertinusSerif-Bold /CIDSystemInfo << /Registry (Adobe) /Ordering (Identity) /Supplement 0 >> - /FontDescriptor 336 0 R + /FontDescriptor 220 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+0000116504 00000 n +0000127247 00000 n +0000129240 00000 n +0000152600 00000 n +0000153371 00000 n +0000161979 00000 n +0000162106 00000 n +0000163195 00000 n trailer << - /Size 412 - /Root 411 0 R - /Info 409 0 R - /ID [(N87Qy7kU35qwV1OlvKlCOg==) (N87Qy7kU35qwV1OlvKlCOg==)] + /Size 289 + /Root 288 0 R + /Info 286 0 R + /ID [(jJHHfm7hptPrFCmLY+ERvA==) (jJHHfm7hptPrFCmLY+ERvA==)] >> startxref -159854 +163456 %%EOF \ No newline at end of file diff --git a/scripts/export_osm_pois.py b/scripts/export_osm_pois.py new file mode 100644 index 0000000..e52baf5 --- /dev/null +++ b/scripts/export_osm_pois.py @@ -0,0 +1,88 @@ +#!/usr/bin/env python3 +"""Export OSM POIs (e.g. fuel stations) from a .osm.pbf to GeoJSON + CSV. + +These exports feed FleetNow's toggleable map-overlay layers (see +docs/OSM_POI_EXPORT.md and the fleetnow repo's README "Map overlay layers"). + +No system tooling needed — run via uv so pyosmium's prebuilt wheel is fetched: + + uv run --no-project --with osmium python scripts/export_osm_pois.py \ + kenya-260605.osm.pbf --amenity fuel --brand Shell \ + --out-geojson shell_stations.geojson --out-csv shell_stations.csv + +Notes: +- Gas stations are OSM ``amenity=fuel``. Brand lives in the ``brand`` tag, but + only ~36% of Kenyan stations carry it, so when ``--brand`` is given and a + feature has no ``brand`` tag we fall back to matching ``name``/``operator``. +- Omit ``--brand`` to export every feature of that amenity. +- Nodes use their own coordinate; ways/areas use the centroid of their nodes + (so ``locations=True`` is required on apply_file). +""" +import argparse, json, csv + + +def main(): + ap = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) + ap.add_argument("pbf", help="input .osm.pbf") + ap.add_argument("--amenity", default="fuel", help="OSM amenity value (default: fuel)") + ap.add_argument("--brand", default=None, help="case-insensitive brand/name match; omit for all") + ap.add_argument("--out-geojson", default="pois.geojson") + ap.add_argument("--out-csv", default="pois.csv") + args = ap.parse_args() + + import osmium + + brand_lc = args.brand.lower() if args.brand else None + + def match(t): + if t.get("amenity") != args.amenity: + return False + if brand_lc is None: + return True + b = (t.get("brand") or "").lower() + if b: + return brand_lc in b + return brand_lc in (t.get("name") or "").lower() or brand_lc in (t.get("operator") or "").lower() + + feats = [] + + def add(lon, lat, t, kind, oid): + feats.append({ + "type": "Feature", + "properties": { + "name": t.get("name"), "brand": t.get("brand"), + "operator": t.get("operator"), "osm_type": kind, "osm_id": oid, + }, + "geometry": {"type": "Point", "coordinates": [round(lon, 6), round(lat, 6)]}, + }) + + class H(osmium.SimpleHandler): + def node(self, o): + if match(o.tags): + add(o.location.lon, o.location.lat, o.tags, "node", o.id) + def way(self, o): + if match(o.tags): + xs = []; ys = [] + for n in o.nodes: + try: + if n.location.valid(): + xs.append(n.location.lon); ys.append(n.location.lat) + except Exception: + pass + if xs: + add(sum(xs) / len(xs), sum(ys) / len(ys), o.tags, "way", o.id) + + H().apply_file(args.pbf, locations=True) + + json.dump({"type": "FeatureCollection", "features": feats}, open(args.out_geojson, "w")) + with open(args.out_csv, "w", newline="") as f: + w = csv.writer(f); w.writerow(["name", "lat", "lon", "brand", "operator", "osm_type", "osm_id"]) + for ft in feats: + p = ft["properties"]; lon, lat = ft["geometry"]["coordinates"] + w.writerow([p["name"], lat, lon, p["brand"], p["operator"], p["osm_type"], p["osm_id"]]) + + print(f"exported {len(feats)} features -> {args.out_geojson}, {args.out_csv}") + + +if __name__ == "__main__": + main() diff --git a/shell_stations.csv b/shell_stations.csv new file mode 100644 index 0000000..6758d1c --- /dev/null +++ b/shell_stations.csv @@ -0,0 +1,233 @@ +name,lat,lon,brand,operator,brand_source,osm_type,osm_id +Shell Kabuagi,-1.316594,36.718419,Shell,,brand_tag,node,30088444 +Shell,-1.316337,36.814074,Shell,,brand_tag,node,30092268 +Shell,-1.292004,36.784895,Shell,,brand_tag,node,30210342 +Shell,-1.292514,36.821731,Shell,,brand_tag,node,30215041 +Shell,-1.264944,36.811142,Shell,,brand_tag,node,30402252 +Shell Bellevue,-1.321222,36.841704,Shell,,brand_tag,node,30695844 +Shell,-1.259212,36.818551,,,name,node,295829498 +Shell,-3.400363,38.549144,Shell,,brand_tag,node,344711386 +Shell,-4.064245,39.671241,Shell,,brand_tag,node,344969183 +Shell,-4.04045,39.678266,Shell,,brand_tag,node,344970554 +Shell,-4.035198,39.684952,Shell,,brand_tag,node,344971084 +Shell Links Road Filling Station,-4.051857,39.688222,Shell,,brand_tag,node,346562706 +Shell,-0.71861,36.432908,Shell,,brand_tag,node,415582755 +Shell,-1.307743,36.803669,Shell,,brand_tag,node,490741522 +Shell Petrol Station,-1.288024,36.741743,Shell,,brand_tag,node,558923029 +Shell,-1.310587,36.817074,Shell,,brand_tag,node,582803761 +Shell,-1.305716,36.827261,Shell,,brand_tag,node,582803763 +Shell,-1.520877,37.267142,Shell,,brand_tag,node,582803840 +Shell Makupa,-4.041392,39.656827,Shell,Shell,brand_tag,node,612947282 +Shell Changamwe,-4.027279,39.62732,Shell,Shell,brand_tag,node,612947302 +Shell,-1.249864,36.861223,Shell,,brand_tag,node,703562830 +Shell,-1.246981,36.871498,Shell,,brand_tag,node,703562919 +Shell - Ruiru,-1.149099,36.958483,Shell,,brand_tag,node,711491743 +Shell,-1.293773,36.886453,Shell,Shell,brand_tag,node,712868923 +Shell,-1.256982,36.922912,Shell,,brand_tag,node,734051667 +Shell,-1.230839,36.80343,Shell,Shell,brand_tag,node,812840504 +Shell,-1.232602,36.875076,Shell,,brand_tag,node,900302335 +Shell Avenue Service Station,-1.285422,36.818863,Shell,,brand_tag,node,911026324 +Shell Adams Arcade,-1.300601,36.779709,Shell,,brand_tag,node,1045731889 +Shell,-1.267364,36.81745,Shell,,brand_tag,node,1147234418 +Shell,-4.085069,39.654867,Shell,Shell,brand_tag,node,1320763086 +Shell,0.181801,34.295817,Shell,Indivdual,brand_tag,node,1419926800 +Shell,-1.265026,36.740926,Shell,,brand_tag,node,1506606959 +Shell,-0.284215,36.068872,Shell,,brand_tag,node,1636429762 +Shell,-1.31465,36.859873,Shell,Shell/BP,brand_tag,node,1678061764 +Shell,-1.090556,35.871981,Shell,,brand_tag,node,1690703696 +Shell,0.03559,37.655216,Shell,,brand_tag,node,1814694405 +Shell,0.05734,37.642474,Shell,,brand_tag,node,1814694430 +Shell,0.016696,37.077472,Shell,,brand_tag,node,1830086395 +Shell,-0.363566,35.293414,Shell,,brand_tag,node,1838955746 +Shell,0.634907,34.280633,Shell,,brand_tag,node,1856237414 +Shell Bidii,-1.279267,36.848606,Shell,,brand_tag,node,1997615249 +Shell,-2.693933,38.166679,Shell,,brand_tag,node,2137912798 +Shell Baraka,-1.259949,36.785711,Shell,,brand_tag,node,2218541216 +Shell,-4.047937,39.662737,Shell,,brand_tag,node,2377336397 +Shell,2.32971,37.988219,Shell,,brand_tag,node,2462468244 +Shell,-1.281187,36.816595,Shell,,brand_tag,node,2533881587 +Shell,-1.446789,36.968782,Shell,Shell,brand_tag,node,2653484553 +Shell Roysambu,-1.217787,36.890669,Shell,,brand_tag,node,2953872784 +Shell petrol station,-0.424642,36.952432,,2NK,name,node,3078763165 +Shell petrol station,-0.421785,36.952518,,,name,node,3078776472 +Shell,-0.334861,37.646147,Shell,,brand_tag,node,3243527416 +Isiolo Service Station,0.3519,37.582829,Shell,,brand_tag,node,3247766463 +Shell,-0.500952,36.314893,Shell,,brand_tag,node,3421681816 +Bajoo Shell Services,1.749142,40.057779,Shell,,brand_tag,node,3683457938 +Buna Filling Station,2.786999,39.509127,Shell,,brand_tag,node,3695322660 +Shell,-1.395443,36.939718,Shell,,brand_tag,node,3729203207 +Shell,-1.10888,36.641976,Shell,,brand_tag,node,3808532767 +Shell,-1.299065,36.763624,Shell,,brand_tag,node,4210622090 +Shell,-1.245784,36.662797,Shell,,brand_tag,node,4324873067 +Shell,0.337182,37.578977,Shell,,brand_tag,node,4461211795 +Shell,-3.405215,38.362976,Shell,,brand_tag,node,4475364889 +Shell,-0.454161,39.645824,Shell,,brand_tag,node,4685351383 +Shell,-0.625556,34.75581,Shell,,brand_tag,node,4720565411 +Shell,-0.697715,36.427394,Shell,,brand_tag,node,4914118412 +"Shell Petrol Station, Muguga",-1.061481,37.157952,,,name,node,4946660224 +"Shell New Thika Rd, Ruiru",-1.160387,36.958055,Shell,,brand_tag,node,4947103423 +Shell,-1.226429,36.663491,Shell,,brand_tag,node,4972148621 +Shell,-1.229222,36.840393,Shell,,brand_tag,node,5119552023 +Shell,-1.264064,36.838234,Shell,,brand_tag,node,5119573528 +Shell,-0.977475,37.095977,Shell,,brand_tag,node,5126219526 +Shell,-0.929697,37.160111,Shell,,brand_tag,node,5126247329 +Shell,-1.011913,36.903025,Shell,,brand_tag,node,5162725223 +Shell Petrol Station Kajiado,-1.835716,36.799667,Shell,Shell,brand_tag,node,5179571022 +Shell,-1.180887,37.440173,Shell,,brand_tag,node,5181243643 +Shell,-1.280736,36.827944,Shell,,brand_tag,node,5217418921 +Shell,-1.171399,36.828308,Shell,,brand_tag,node,5327749961 +Shell,-1.262778,36.801048,Shell,,brand_tag,node,5340449107 +Shell,0.540157,35.296916,Shell,,brand_tag,node,5392739324 +Shell,0.448948,35.967056,,,name,node,5403105422 +Shell,-1.292007,36.84313,Shell,,brand_tag,node,5496066065 +Shell,-1.295157,36.854441,Shell,,brand_tag,node,5496079228 +Shell Kasarani Petrol Station,-1.218327,36.895867,,,name,node,5526332569 +Shell,-1.30385,36.856284,Shell,,brand_tag,node,5539579719 +Shell,-1.195935,36.751887,Shell,,brand_tag,node,5540791550 +Shell,-1.3074,36.842468,Shell,,brand_tag,node,5569591300 +Shell Banana,-1.175701,36.759722,Shell,,brand_tag,node,5581701614 +Shell Kiserian,-1.432004,36.686175,Shell,Vivo,brand_tag,node,5588931919 +Mwingi Shell Petrol Station,-0.937425,38.044514,Shell,Shell,brand_tag,node,5768445294 +Mart Petrol Station,0.494496,35.746217,Shell,,brand_tag,node,5781632986 +Shell,-1.263474,36.981924,Shell,,brand_tag,node,5887135685 +Shell,-4.060892,39.662713,Shell,,brand_tag,node,6054282205 +Shell,-4.043209,39.663984,Shell,,brand_tag,node,6054858991 +Shell,-0.984791,36.584131,Shell,,brand_tag,node,6054861952 +Shell,-1.089833,35.882185,Shell,,brand_tag,node,6054877097 +Shell,-0.769528,36.501316,Shell,,brand_tag,node,6054980226 +Shell,-1.057588,36.776239,,,name,node,6063644317 +Shell Filling station,-4.084926,39.654747,Shell,,brand_tag,node,6072960948 +Shell,-1.456045,37.004306,Shell,,brand_tag,node,6086991186 +Shell,-0.780234,34.948265,Shell,,brand_tag,node,6105930796 +Shell,1.01741,35.002629,Shell,,brand_tag,node,6106202680 +Shell,-0.929519,37.159777,Shell,,brand_tag,node,6140765579 +Shell,-0.074245,37.670579,Shell,,brand_tag,node,6144610331 +Shell,0.524964,35.251383,Shell,,brand_tag,node,6147580921 +Shell,0.489345,35.269825,Shell,,brand_tag,node,6149443773 +Shell Petrol Station,0.465501,35.297389,,,name,node,6149634448 +Shell,-1.248207,36.876,Shell,,brand_tag,node,6198796724 +Shell,-1.043083,37.066139,Shell,,brand_tag,node,6207691351 +Shell,-1.042001,37.071543,Shell,,brand_tag,node,6207707073 +Shell,-1.037044,37.071925,Shell,,brand_tag,node,6209964953 +Shell,-0.841126,37.137857,,,name,node,6212995383 +Shell,-0.485965,37.138349,Shell,,brand_tag,node,6213405879 +Shell,-1.347761,36.662815,Shell,,brand_tag,node,6216321668 +Shell Petrol Station,-1.416823,36.686915,,,name,node,6218487553 +Shell,-1.396852,36.755199,Shell,,brand_tag,node,6218698870 +PETRO Shelly,-4.085731,39.667207,,,name,node,6222293185 +Shell Maanzoni,-1.516527,37.107005,Shell,,brand_tag,node,6226894926 +Shell,-1.532784,37.131763,Shell,,brand_tag,node,6229374240 +Shell Kitengela,-1.50442,36.954102,,,name,node,6229505975 +shell,-1.735489,37.198837,Shell,,brand_tag,node,6229624406 +Shell,-2.081484,37.477328,Shell,,brand_tag,node,6232739137 +Shell,-3.973832,39.547043,Shell,,brand_tag,node,6235829860 +Shell,-4.007792,39.60037,Shell,,brand_tag,node,6235830590 +Shell,0.580828,34.557734,Shell,,brand_tag,node,6236062090 +Shell,-1.365272,38.012171,Shell,,brand_tag,node,6236068237 +Shell Filling Station,0.035,36.364412,,,name,node,6241664256 +Shell Chaka,-0.361651,36.999992,Shell,,brand_tag,node,6244921195 +Shell,0.005805,37.072986,Shell,,brand_tag,node,6246803075 +Shell,-1.260591,36.710164,Shell,,brand_tag,node,6251561800 +Shell service station Fedha,-1.316073,36.895595,Shell,,brand_tag,node,6259798932 +Shell Service Station - Kayole,-1.2829,36.90304,Shell,,brand_tag,node,6259810690 +Shell Mumias Road,-1.286405,36.88066,Shell,,brand_tag,node,6259860371 +Shell,3.094471,35.614012,Shell,,brand_tag,node,6263511612 +Shell,0.509984,35.293509,Shell,Shell Petrol Station,brand_tag,node,6327543347 +Shell,-0.144338,34.8022,Shell,,brand_tag,node,6633204913 +Shell,-0.779415,36.426665,Shell,,brand_tag,node,6644488886 +Shell,-3.578128,39.87102,Shell,,brand_tag,node,6716512885 +Shell,-3.214362,40.117773,Shell,,brand_tag,node,6793044096 +Shell,-1.273195,36.911201,Shell,,brand_tag,node,6819692388 +Shell Petrol Station,-1.055007,37.111221,Shell,,brand_tag,node,6851086245 +Shell,-0.542158,37.454875,Shell,,brand_tag,node,6860253187 +Shell,0.06024,37.636552,Shell,,brand_tag,node,6882011852 +Shell,-0.71496,37.261577,Shell,,brand_tag,node,6895782975 +shell- Bonje,-3.991998,39.562412,Shell,,brand_tag,node,6938700260 +Shell,0.453207,34.130811,Shell,,brand_tag,node,6945529552 +Shell,-0.130428,34.794978,Shell,,brand_tag,node,6969176798 +Shell,-3.211576,40.121388,Shell,,brand_tag,node,7166621203 +Shell,-3.39087,38.581827,Shell,,brand_tag,node,7166621204 +shell makupa service station,-4.040825,39.656857,Shell,,brand_tag,node,7172031316 +Shell,-0.322371,36.15036,Shell,,brand_tag,node,7187879248 +shell,-0.074322,34.682137,Shell,,brand_tag,node,7227297576 +Shell,0.28749,34.756277,Shell,,brand_tag,node,7239126633 +Shell,-1.323004,36.706266,Shell,,brand_tag,node,7305927852 +Shell- Syokimau,-1.357374,36.907769,Shell,,brand_tag,node,7507287888 +Shell,-1.210901,36.875751,Shell,Shell,brand_tag,node,7643261185 +Shell,-0.973363,37.095865,Shell,,brand_tag,node,7872591802 +Shell,-0.366585,35.284074,Shell,,brand_tag,node,7893551877 +Shell,0.87809,35.120238,Shell,,brand_tag,node,7934573084 +Shell,-1.089807,35.882577,Shell,,brand_tag,node,7988261701 +Shell,-0.541871,37.455485,Shell,,brand_tag,node,8039934769 +Shell,-1.358313,38.007156,Shell,,brand_tag,node,8047307634 +Shell,-3.92977,39.53407,Shell,,brand_tag,node,8050570392 +Shell,-0.264808,36.377656,,,name,node,8182514303 +Shell Ruai,-1.276187,37.016097,Shell,,brand_tag,node,8202067662 +Shell,-1.170384,36.91699,Shell,,brand_tag,node,8231893217 +Shell - Eastern By-pass - Ruiru,-1.166976,36.964879,Shell,,brand_tag,node,8247882582 +Shell,-1.281858,36.962424,Shell,,brand_tag,node,8293614674 +Shell,-1.280476,36.690323,Shell,,brand_tag,node,8318718279 +Shell,-1.281238,36.634916,Shell,,brand_tag,node,8321307638 +Shell,-1.267623,36.609868,Shell,,brand_tag,node,8321307639 +Shell,-1.234142,36.989696,Shell,,brand_tag,node,8338714141 +Shell,-1.267493,37.315826,Shell,,brand_tag,node,8338714151 +Shell,-1.256284,36.879297,Shell,,brand_tag,node,8345317201 +Shell,-1.425451,36.958715,Shell,,brand_tag,node,8371880141 +Shell,-0.78364,36.871819,,,name,node,8483709617 +Shell,-1.28234,37.104729,Shell,,brand_tag,node,8862700293 +Shell,-1.231358,36.924224,Shell,,brand_tag,node,9004506167 +Shell Mirema,-1.213808,36.892432,Shell,,brand_tag,node,9014259343 +Shell,-1.459477,37.25047,Shell,,brand_tag,node,9028867156 +Shell,0.027305,36.365863,Shell,,brand_tag,node,9048281880 +Shell,-0.20372,35.843587,Shell,,brand_tag,node,9053460332 +Shell,-1.229246,36.84025,Shell,,brand_tag,node,10080456017 +Shell,-3.936283,39.744896,,,name,node,10255650224 +Shell Petrol Station,-1.286734,36.740804,,,name,node,10971302670 +Shell -Bombolulu,-4.025633,39.697377,Shell,,brand_tag,node,11500364389 +Shell,-1.313698,36.720914,Shell,,brand_tag,node,11711795482 +Shell,-1.274671,36.799912,Shell,,brand_tag,node,12163148139 +Shell,-1.307959,36.781587,Shell,,brand_tag,node,12165032865 +Shell,0.28095,34.744859,Shell,,brand_tag,node,12489868997 +Shell Syokimau,-1.378091,36.927818,,,name,node,12600151901 +Shell,-1.262862,36.90678,,,name,node,12886546509 +Shell Gas Station,-0.779732,36.427412,,,name,node,13088820396 +Shell,-1.230649,34.482215,Shell,,brand_tag,node,13446964574 +Shell,-0.900865,34.53639,Shell,,brand_tag,node,13446964578 +Shell,0.078482,34.720706,Shell,,brand_tag,node,13447042942 +Shell,0.600804,35.163178,Shell,,brand_tag,node,13528448115 +shell,-0.143442,34.801363,,,name,node,13714210044 +shell,-0.077947,34.727069,Shell,,brand_tag,node,13720608494 +Shell,-1.282701,36.824838,Shell,,brand_tag,way,123365084 +Shell,-1.2799,36.82273,Shell,,brand_tag,way,125107079 +Shell,-1.289727,36.811096,Shell,,brand_tag,way,125336232 +Shell,-1.287955,36.838738,Shell,,brand_tag,way,126936993 +Shell,-1.272506,36.83183,Shell,,brand_tag,way,126995763 +Shell Service Station - Jogoo Road,-1.295715,36.860244,Shell,,brand_tag,way,129323643 +Shell,-1.268949,36.817225,Shell,,brand_tag,way,133548150 +Shell,-1.310807,36.817766,Shell,,brand_tag,way,144188726 +Shell- Lavington,-1.280811,36.769286,Shell,Shell,brand_tag,way,226322138 +Shell,-1.322412,36.708022,Shell,,brand_tag,way,226714111 +Shell,-1.263021,36.802726,Shell,,brand_tag,way,238857325 +Shell,-1.30349,36.828502,Shell,,brand_tag,way,366568545 +Shell,-0.09443,34.76444,Shell,,brand_tag,way,390104534 +Shell,-0.282248,36.09429,Shell,,brand_tag,way,483211211 +Shell,-0.285481,36.075122,Shell,,brand_tag,way,488459901 +Shell Kitengela ex-Engen,-1.491085,36.954337,Shell,,brand_tag,way,536796727 +Shell Voi,-3.400372,38.549126,Shell,Shell,brand_tag,way,593734920 +Shell,-0.865417,36.566545,,,name,way,642076596 +Shell,-1.275817,36.834388,Shell,,brand_tag,way,686179946 +Shell,-0.536827,37.452256,Shell,,brand_tag,way,732602668 +Shell Petrol Station - Greenspan,-1.288893,36.902407,Shell,,brand_tag,way,977833647 +Shell petrol station (feroze),-1.26303,36.906097,Shell,,brand_tag,way,1055608664 +Shell,-0.268103,34.971231,Shell,,brand_tag,way,1069555494 +Shell Hurlingham,-1.295405,36.799606,Shell,,brand_tag,way,1088482284 +Shell Service Station - Embakassi,-1.317926,36.917619,Shell,,brand_tag,way,1107378445 +Shell,-1.328958,36.683097,Shell,,brand_tag,way,1107729725 +Shell,-2.831336,37.524927,Shell,,brand_tag,way,1110216588 +Shell Kahawa Sukari,-1.188788,36.931934,Shell,,brand_tag,way,1135425767 +Shell,-0.074421,34.691528,Shell,,brand_tag,way,1222533725 +Shell Service Station - Likoni Road,-1.303854,36.856227,Shell,,brand_tag,way,1273152921 +Shell,-1.835509,36.799548,Shell,,brand_tag,way,1290701573 +Shell,-2.538055,36.800975,Shell,,brand_tag,way,1413265354 +Shell Fuel Station - Tala,-1.26749,37.315706,,,name,way,1434009884 +Shell,-1.266132,36.98704,Shell,Shell,brand_tag,way,1497383075 diff --git a/shell_stations.geojson b/shell_stations.geojson new file mode 100644 index 0000000..8814a25 --- /dev/null +++ b/shell_stations.geojson @@ -0,0 +1 @@ +{"type": "FeatureCollection", "features": [{"type": "Feature", "properties": {"name": "Shell Kabuagi", "brand": "Shell", "operator": null, "brand_source": "brand_tag", "osm_type": "node", "osm_id": 30088444}, "geometry": {"type": "Point", "coordinates": [36.718419, -1.316594]}}, {"type": "Feature", "properties": {"name": "Shell", "brand": "Shell", "operator": null, "brand_source": "brand_tag", "osm_type": "node", "osm_id": 30092268}, "geometry": {"type": "Point", "coordinates": [36.814074, -1.316337]}}, {"type": "Feature", "properties": {"name": "Shell", "brand": "Shell", "operator": null, "brand_source": "brand_tag", "osm_type": "node", "osm_id": 30210342}, "geometry": {"type": "Point", "coordinates": [36.784895, -1.292004]}}, {"type": "Feature", "properties": {"name": "Shell", "brand": "Shell", "operator": null, "brand_source": "brand_tag", "osm_type": "node", "osm_id": 30215041}, "geometry": {"type": "Point", "coordinates": [36.821731, -1.292514]}}, {"type": "Feature", "properties": {"name": "Shell", "brand": "Shell", "operator": null, "brand_source": "brand_tag", "osm_type": "node", "osm_id": 30402252}, "geometry": {"type": "Point", "coordinates": [36.811142, -1.264944]}}, {"type": "Feature", "properties": {"name": "Shell Bellevue", "brand": "Shell", "operator": null, "brand_source": "brand_tag", "osm_type": "node", "osm_id": 30695844}, "geometry": {"type": "Point", "coordinates": [36.841704, -1.321222]}}, {"type": "Feature", "properties": {"name": "Shell", "brand": null, "operator": null, "brand_source": "name", "osm_type": "node", "osm_id": 295829498}, "geometry": {"type": "Point", "coordinates": [36.818551, -1.259212]}}, {"type": "Feature", "properties": {"name": "Shell", "brand": "Shell", "operator": null, "brand_source": "brand_tag", "osm_type": "node", "osm_id": 344711386}, "geometry": {"type": "Point", "coordinates": [38.549144, -3.400363]}}, {"type": "Feature", "properties": {"name": "Shell", "brand": "Shell", "operator": null, "brand_source": "brand_tag", "osm_type": "node", "osm_id": 344969183}, "geometry": {"type": "Point", "coordinates": [39.671241, -4.064245]}}, {"type": "Feature", "properties": {"name": "Shell", "brand": 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