Eurostat Market Intelligence — PSA & Labels Industry

Automated monthly data extraction from Eurostat for the European pressure-sensitive adhesive (PSA) materials, labels, release liners, films, and converting industry — covering both supply-side (raw materials, converting) and demand-side (end-market sectors that consume labels).

Frequency: Monthly (all series) Time range: 2023-01 to 2026-12 Sources: Eurostat Comext (DS-045409) and Short-Term Statistics (STS)

Output Structure

output2/
├── comext.csv                    # All Comext trade data (flat, long format)
├── sts.csv                       # All STS industry indices (flat, long format)
├── yfinance_financials.csv       # Quarterly income statements for listed companies
├── yfinance_prices.csv           # Daily stock prices from 2023 onwards
└── yfinance_news.csv             # Latest news for listed companies

Usage

source .venv/bin/activate

# Run Eurostat extraction (comext + STS → output2/)
python extract_db.py

# Run yfinance extraction (financials + prices + news → output2/)
python extract_yfinance_db.py

# Launch dashboard
streamlit run dashboard/app.py

# Take screenshots of all dashboard pages
python take_screenshots.py

Supply-Side: Comext Trade Series (41 CN codes)

Dataset: DS-045409 Granularity: Monthly, by EU27 member state as reporter Partner: WORLD aggregate (no individual partner country breakdown) Indicators: VALUE_IN_EUROS, QUANTITY_IN_100KG

B1: Self-Adhesive Plastics (HS 3919)

CN Code	Description
39191080	SA plastic strips in rolls <= 20cm wide, other
39199020	SA plastic sheets/films (excl. rolls <= 20cm), addition polymerisation — PE, PP, PVC-based labelstock
39199080	SA plastic sheets/films (excl. rolls <= 20cm), other — catch-all for PSA labelstock

B2: Self-Adhesive Paper & Paperboard (HS 4811)

CN Code	Description
48114100	Self-adhesive paper and paperboard — paper PSA labelstock (face + adhesive + liner)
48114900	Gummed/adhesive paper & paperboard (excl. self-adhesive) — competing wet-gummed technology

B3: Labels of Paper & Paperboard (HS 4821)

CN Code	Description
48211010	Self-adhesive printed labels of paper/paperboard — finished converted PSA labels
48211090	Other printed labels of paper/paperboard (excl. SA) — wet-glue, shrink sleeve labels
48219010	Self-adhesive labels, paper/paperboard (unprinted) — blank thermal/shipping labels
48219090	Other labels, paper/paperboard (unprinted, excl. SA) — blank non-PSA labels

B4.1: PE Films (HS 3920.10)

CN Code	Description
39201023	PE film, SG < 0.94, thickness <= 0.025mm — thin LDPE/LLDPE films
39201024	PE film, SG < 0.94, thickness 0.025-0.05mm — medium LDPE films
39201025	PE film, SG < 0.94, thickness > 0.05mm — thicker LDPE films, label face stock gauge
39201028	Other PE film, SG < 0.94 — other LDPE/LLDPE films
39201040	PE film, SG >= 0.94, thickness < 0.021mm — thin HDPE films
39201081	PE film, SG >= 0.94, thickness 0.021-0.160mm — standard HDPE films
39201089	Other PE film, SG >= 0.94 — other HDPE films

B4.2: PP Films (HS 3920.20)

CN Code	Description
39202021	BOPP film, thickness <= 0.10mm — the #1 filmic label face stock material
39202029	Other PP film (cast/OPP), thickness <= 0.10mm — cast PP for wrap-around labels
39202080	PP film, thickness > 0.10mm — thicker PP films for heavy-duty applications

B4.3: PVC Films (HS 3920.43/49)

CN Code	Description
39204310	Flexible PVC film (>= 6% plasticiser), not supported — conformable label/graphic film
39204390	Other flexible PVC film
39204910	Rigid PVC film, thickness > 1mm — thick rigid PVC for blister packaging
39204990	Other rigid PVC film — thin rigid PVC

B4.4: PET Films (HS 3920.62)

CN Code	Description
39206219	PET film, thickness 0.025-0.35mm — standard PET for label face stocks and release liners
39206290	PET film, thickness > 0.35mm — heavy PET sheets for industrial labels

B4.5: Other Films

CN Code	Description
39206100	Polycarbonate film — durable label substrates for harsh environments
39206900	Other polyester film (PEN, PBT, etc.) — specialty high-performance label substrates
39209928	Polyimide film — high-temperature labels for electronics and automotive
39209959	Other plastic film, n.e.c. — catch-all including bio-based and TPU films

B5: Adhesives (HS 3506)

CN Code	Description
35061000	Adhesives, retail sale, net weight <= 1kg — small-format retail adhesives
35069110	Water-based adhesives from synthetic polymers — water-based PSA emulsions, PVAc
35069190	Other adhesives based on synthetic polymers or rubber — solvent-based PSA, hot-melt, UV-curable
35069900	Other prepared glues/adhesives, n.e.c. — other industrial adhesives

B6: Silicones (HS 3910)

CN Code	Description
39100000	Silicones in primary forms — release coating silicones for liner substrates

B7: Glassine & Release Liner Papers (HS 4806)

CN Code	Description
48064010	Glassine papers in rolls or sheets — primary release liner base paper
48064090	Other glazed transparent/translucent papers — specialty transparent liner papers

B8: Printing Inks (HS 3215)

CN Code	Description
32151100	Black printing ink — black inks for flexo, offset, digital label printing
32151900	Other printing ink — all colour inks for label printing

B9: RFID / Smart Labels (HS 8523)

CN Code	Description
85235910	RFID tags, inlays, proximity cards — RFID smart label inlays
85235990	Other semiconductor media — other smart label components

B10: Stamping Foils (HS 3212)

CN Code	Description
32121000	Stamping foils — hot stamping foils for premium label embellishment

Demand-Side: Comext Trade Series (15 CN codes)

These CN codes track finished goods trade in sectors that consume labels.

Beverages (HS 20-22)

CN Code	Description
2009	Fruit juices (incl. grape must)
2201	Mineral and aerated waters
2202	Non-alcoholic beverages (excl. water/juices)
2203	Beer made from malt
2204	Wine of fresh grapes
2208	Spirits, liqueurs and other spirituous beverages

HPC / Cleaning (HS 33-34)

CN Code	Description
3304	Beauty, make-up and skin care preparations
3305	Hair preparations
3307	Shaving, deodorant, bath preparations
3402	Washing and cleaning preparations

Pharmaceuticals (HS 30)

CN Code	Description
3004	Medicaments in measured doses

Processed Food (HS 16-21)

CN Code	Description
1602	Prepared or preserved meat
1604	Prepared or preserved fish
2005	Prepared or preserved vegetables
2106	Food preparations n.e.c.

STS Monthly Index Series (158 series)

Granularity: Monthly Scope: EU27 aggregate + individual EU member states Unit: Index (2021=100), seasonally and calendar adjusted where available

Industrial Datasets (10 datasets)

Dataset	Name	Link
sts_inpr_m	Production in industry	Eurostat
sts_intv_m	Turnover in industry — total	Eurostat
sts_intvd_m	Turnover — domestic market	Eurostat
sts_intvnd_m	Turnover — non-domestic market	Eurostat
sts_inpp_m	Producer prices — total	Eurostat
sts_inppd_m	Producer prices — domestic	Eurostat
sts_inppnd_m	Producer prices — non-domestic	Eurostat
sts_inpi_m	Import prices	Eurostat
sts_inlb_m	Labour input	Eurostat
ei_bssi_m_r2	Industry confidence	Eurostat

Retail, Logistics & Confidence Datasets (4 datasets)

Dataset	Name	NACE Codes	Link
sts_trtu_m	Retail trade turnover	G47, G47_FOOD, G47_NF_HLTH, G47_NFOOD_X_G473, G4711	Eurostat
sts_sepr_m	Services production index	H, H49, H52, H53	Eurostat
ei_bsrt_m_r2	Retail trade confidence indicator	G47_FOOD, G47_NFOOD	Eurostat
ei_bsse_m_r2	Services confidence indicator	H	Eurostat

Supply-Side NACE Codes

NACE	Description	Relevance
C17	Paper and paper products	Paper labelstock, release liner papers, thermal papers
C171	Pulp, paper and paperboard	Release liner base papers (glassine, kraft), label face papers
C1712	Paper and paperboard	Core paper/board production
C172	Articles of paper and paperboard	Converted labels, self-adhesive paper products
C1729	Other articles of paper and paperboard	Finished labels (PSA and non-PSA)
C18	Printing and reproduction	Label printing/converting activity
C20	Chemicals and chemical products	Adhesives, silicones, polymer resins
C203	Paints, varnishes, printing ink, mastics	Printing inks, overprint varnishes for labels
C2052	Manufacture of glues	Adhesive manufacturing — PSA formulations
C22	Rubber and plastic products	PSA tapes, plastic films, converted plastic products
C222	Plastics products	Plastic label/film production
C2221	Plastic plates, sheets, tubes, profiles	Film extrusion (PE, PP, PET, PVC)
C2229	Other plastic products	PSA tapes and self-adhesive film products
C2829	Other general-purpose machinery	Labelling and packaging machinery

Demand-Side NACE Codes

NACE	Description	Relevance
C10	Manufacture of food products	Major label end-market — product labelling
C11	Manufacture of beverages	Beverage labelling (wine, beer, spirits, soft drinks)
C12	Manufacture of tobacco products	Tobacco labelling (regulatory + brand)
C204	Soap, detergents, cleaning, cosmetics, toiletries	HPC sector — high-value label segment
C21	Basic pharmaceutical products and preparations	Pharma labelling (regulatory, track & trace)

Retail & Logistics NACE Codes

NACE	Description	Relevance
G47	Retail trade (excl. motor vehicles)	Overall retail demand for labelled products
G47_FOOD	Retail sale of food, beverages and tobacco	Food & beverage label demand
G47_NF_HLTH	Dispensing chemist, medical goods, cosmetics, toiletries	HPC & pharma retail label demand
G47_NFOOD_X_G473	Non-food retail (excl. automotive fuel)	General non-food label demand
G4711	Non-specialised stores (food predominating)	Supermarket/grocery label demand
G47_NFOOD	Retail non-food products	Non-food retail label demand
H	Transportation and storage	Logistics label demand (shipping, warehousing)
H49	Land transport and pipelines	Road/rail freight — transport labels
H52	Warehousing and transport support	Warehouse labelling demand
H53	Postal and courier activities	Parcel/courier label demand (e-commerce)

Coverage Matrix — Industrial Datasets x NACE

Supply-side codes:

Dataset	C17	C171	C1712	C172	C1729	C18	C20	C203	C2052	C22	C222	C2221	C2229	C2829
sts_inpr_m	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y
sts_intv_m	Y					Y	Y			Y
sts_intvd_m	Y					Y	Y			Y
sts_intvnd_m	Y					Y	Y			Y
sts_inpp_m	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y
sts_inppd_m	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y
sts_inppnd_m	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y
sts_inpi_m	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y
sts_inlb_m	Y					Y	Y			Y
ei_bssi_m_r2	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y	Y

Demand-side codes:

Dataset	C10	C11	C12	C204	C21
sts_inpr_m	Y	Y	Y	Y	Y
sts_intv_m	Y	Y	Y		Y
sts_intvd_m	Y	Y	Y		Y
sts_intvnd_m	Y	Y	Y		Y
sts_inpp_m	Y	Y	Y	Y	Y
sts_inppd_m	Y	Y	Y	Y	Y
sts_inppnd_m	Y	Y	Y	Y	Y
sts_inpi_m	Y	Y	Y	Y	Y
sts_inlb_m	Y	Y	Y		Y
ei_bssi_m_r2	Y	Y	Y	Y	Y

Y = data extracted, blank = no data available for this combination

Series Count Summary

Category	Extracted
Comext trade — supply side	41
Comext trade — demand side	15
STS industrial indices (10 datasets x 19 NACE)	146
STS retail, logistics & confidence (4 datasets)	12
Total	214

Files

File	Purpose
`extract_db.py`	Eurostat extraction — fetches all Comext + STS series → `output2/`
`extract_yfinance_db.py`	yfinance extraction — financials, prices, news for 58 tickers → `output2/`
`dashboard/`	Streamlit dashboard — reads from `output2/`
`take_screenshots.py`	Playwright screenshot capture for all dashboard pages

Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
dashboard		dashboard
dashboard2		dashboard2
data2		data2
deep dive		deep dive
output2		output2
.gitignore		.gitignore
DASHBOARD_PLAN.md		DASHBOARD_PLAN.md
NACE_SERIES_MAP.md		NACE_SERIES_MAP.md
QUICKSTART.md		QUICKSTART.md
README.md		README.md
build_catalog.py		build_catalog.py
extract_db.py		extract_db.py
extract_db2.py		extract_db2.py
extract_yfinance_db.py		extract_yfinance_db.py
extract_yfinance_db2.py		extract_yfinance_db2.py
requirements.txt		requirements.txt

Folders and files

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Eurostat Market Intelligence — PSA & Labels Industry

Output Structure

Usage

Supply-Side: Comext Trade Series (41 CN codes)

B1: Self-Adhesive Plastics (HS 3919)

B2: Self-Adhesive Paper & Paperboard (HS 4811)

B3: Labels of Paper & Paperboard (HS 4821)

B4.1: PE Films (HS 3920.10)

B4.2: PP Films (HS 3920.20)

B4.3: PVC Films (HS 3920.43/49)

B4.4: PET Films (HS 3920.62)

B4.5: Other Films

B5: Adhesives (HS 3506)

B6: Silicones (HS 3910)

B7: Glassine & Release Liner Papers (HS 4806)

B8: Printing Inks (HS 3215)

B9: RFID / Smart Labels (HS 8523)

B10: Stamping Foils (HS 3212)

Demand-Side: Comext Trade Series (15 CN codes)

Beverages (HS 20-22)

HPC / Cleaning (HS 33-34)

Pharmaceuticals (HS 30)

Processed Food (HS 16-21)

STS Monthly Index Series (158 series)

Industrial Datasets (10 datasets)

Retail, Logistics & Confidence Datasets (4 datasets)

Supply-Side NACE Codes

Demand-Side NACE Codes

Retail & Logistics NACE Codes

Coverage Matrix — Industrial Datasets x NACE

Series Count Summary

Files

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