India – Solar Trade Profile (1995–2024)

Country Focus — Visual Report

Visual Trade Report: India × Solar — HS trade flows, stage decomposition, partner concentration (1995–2024)

Author

Affiliation

Oriol Vallès Codina

Net Zero Industrial Policy Lab (Johns Hopkins University)

[shared] Sanity check: datasets available
  • workflow:     NULL
  • green_dict:   631×8: [tech, code, name, type, stage, hs_rev_canonical, ...]
  • features:     NULL
  • rankings:     NULL
  • pc_data:      NULL
  • centroids:    NULL
  • dendrite:     NULL
  • bilateral:    dataset (14 cols): [exp_iso3, exp_name, imp_iso3, imp_name, product_code, product_name, ...]
  • unilateral:   dataset (9 cols): [year, country_iso3, tech, type, stage, exports, ...]
  • sankey:       dataset (27 cols): [year, tech, from_label, from_country, from_type, from_stage, ...]
  • agg_unilateral:NULL
  • agg_bilateral: NULL
  • gdp:           NULL
  • pc_scores:     34100×6: [year, iso3, tech, pc_score, country, region]
  • pc_rca:        171120×7: [iso3, category, tech, year, rca, country, ...]
  • pc_features:   356×5: [tech, hs_code, description, category, shap_mean_z]
  • pc_countries:  155×3: [iso3, country, region]
[shared] Initialization complete.

1 Data Scope & Validation

$country
[1] "IND"

$tech
[1] "Solar"

$years
[1] 1995 2024

$n_rows_bilateral
[1] 55187

$n_products
[1] 51

$n_type_stage
[1] 7

$n_partners
[1] 191

2 Description

Level = mean over years (1995–2023) of the yearly series.
Growth rate = mean of year-on-year log changes (Δlog x), ignoring non-positive values.