From 15b1ab9c3beeae96160ba8382e28ada73693faea Mon Sep 17 00:00:00 2001
From: mospi fetcher <mospi-fetcher@db.nomics.world>
Date: Fri, 13 Mar 2020 02:40:09 +0000
Subject: [PATCH] New conversion...

from source-data 0f447432863520f8429f0b56dd34d0eaf2a5e504
---
 3.10/dataset.json | 770 +++++++++++++++++++++++-----------------------
 3.11/dataset.json | 770 +++++++++++++++++++++++-----------------------
 3.12/dataset.json | 358 ++++++++++-----------
 3.3/dataset.json  | 384 +++++++++++------------
 3.4/dataset.json  | 384 +++++++++++------------
 3.5/dataset.json  | 326 ++++++++++----------
 3.6/dataset.json  | 326 ++++++++++----------
 3.7/dataset.json  | 266 ++++++++--------
 3.8/dataset.json  | 266 ++++++++--------
 3.9/dataset.json  | 254 +++++++--------
 provider.json     |   8 +-
 11 files changed, 2056 insertions(+), 2056 deletions(-)

diff --git a/3.10/dataset.json b/3.10/dataset.json
index af0bf72..c9f11fc 100644
--- a/3.10/dataset.json
+++ b/3.10/dataset.json
@@ -1,580 +1,580 @@
 {
-  "code":"3.10",
-  "dimensions_codes_order":[
+  "code": "3.10",
+  "dimensions_codes_order": [
     "FREQ",
     "item"
   ],
-  "dimensions_labels":{
-    "FREQ":"Frequency",
-    "item":"item"
+  "dimensions_labels": {
+    "FREQ": "Frequency",
+    "item": "item"
   },
-  "dimensions_values_labels":{
-    "FREQ":{
-      "A":"Annualy"
-    },
-    "item":{
-      "change-in-stocks":"change in stocks",
-      "change-in-stocks-general-government":"change in stocks — General Government",
-      "change-in-stocks-households-including-npish":"change in stocks — Households including NPISH",
-      "change-in-stocks-private-financial-corporations":"change in stocks — Private Financial corporations",
-      "change-in-stocks-private-non-financial-corporations":"change in stocks — Private non-financial corporations",
-      "change-in-stocks-public-financial-corporations":"change in stocks — Public Financial corporations",
-      "change-in-stocks-public-non-financial-corporations":"change in stocks — Public non-financial corporations",
-      "errors-omissions":"errors & omissions",
-      "gross-capital-formation":"Gross Capital Formation",
-      "gross-fixed-capital-formation":"gross fixed capital formation",
-      "gross-fixed-capital-formation-general-government":"gross fixed capital formation — General Government",
-      "gross-fixed-capital-formation-general-government-cultivated-biological-resources":"gross fixed capital formation — General Government — Cultivated biological resources",
-      "gross-fixed-capital-formation-general-government-dwellings-other-buildings-structures":"gross fixed capital formation — General Government — Dwellings, Other buildings & Structures",
-      "gross-fixed-capital-formation-general-government-intellectual-property-products":"gross fixed capital formation — General Government — Intellectual property products",
-      "gross-fixed-capital-formation-general-government-machinery-equipment":"gross fixed capital formation — General Government — Machinery & equipment",
-      "gross-fixed-capital-formation-households-including-npish":"gross fixed capital formation — Households including NPISH",
-      "gross-fixed-capital-formation-households-including-npish-cultivated-biological-resources":"gross fixed capital formation — Households including NPISH — Cultivated biological resources",
-      "gross-fixed-capital-formation-households-including-npish-dwellings-other-buildings-structures":"gross fixed capital formation — Households including NPISH — Dwellings, Other buildings & Structures",
-      "gross-fixed-capital-formation-households-including-npish-intellectual-property-products":"gross fixed capital formation — Households including NPISH — Intellectual property products",
-      "gross-fixed-capital-formation-households-including-npish-machinery-equipment":"gross fixed capital formation — Households including NPISH — Machinery & equipment",
-      "gross-fixed-capital-formation-private-financial-corporations":"gross fixed capital formation — Private Financial corporations",
-      "gross-fixed-capital-formation-private-financial-corporations-cultivated-biological-resources":"gross fixed capital formation — Private Financial corporations — Cultivated biological resources",
-      "gross-fixed-capital-formation-private-financial-corporations-dwellings-other-buildings-structures":"gross fixed capital formation — Private Financial corporations — Dwellings, Other buildings & Structures",
-      "gross-fixed-capital-formation-private-financial-corporations-intellectual-property-products":"gross fixed capital formation — Private Financial corporations — Intellectual property products",
-      "gross-fixed-capital-formation-private-financial-corporations-machinery-equipment":"gross fixed capital formation — Private Financial corporations — Machinery & equipment",
-      "gross-fixed-capital-formation-private-non-financial-corporations":"gross fixed capital formation — Private non-financial corporations",
-      "gross-fixed-capital-formation-private-non-financial-corporations-cultivated-biological-resources":"gross fixed capital formation — Private non-financial corporations — Cultivated biological resources",
-      "gross-fixed-capital-formation-private-non-financial-corporations-dwellings-other-buildings-structures":"gross fixed capital formation — Private non-financial corporations — Dwellings, Other buildings & Structures",
-      "gross-fixed-capital-formation-private-non-financial-corporations-intellectual-property-products":"gross fixed capital formation — Private non-financial corporations — Intellectual property products",
-      "gross-fixed-capital-formation-private-non-financial-corporations-machinery-equipment":"gross fixed capital formation — Private non-financial corporations — Machinery & equipment",
-      "gross-fixed-capital-formation-public-financial-corporations":"gross fixed capital formation — Public Financial corporations",
-      "gross-fixed-capital-formation-public-financial-corporations-cultivated-biological-resources":"gross fixed capital formation — Public Financial corporations — Cultivated biological resources",
-      "gross-fixed-capital-formation-public-financial-corporations-dwellings-other-buildings-structures":"gross fixed capital formation — Public Financial corporations — Dwellings, Other buildings & Structures",
-      "gross-fixed-capital-formation-public-financial-corporations-intellectual-property-products":"gross fixed capital formation — Public Financial corporations — Intellectual property products",
-      "gross-fixed-capital-formation-public-financial-corporations-machinery-equipment":"gross fixed capital formation — Public Financial corporations — Machinery & equipment",
-      "gross-fixed-capital-formation-public-non-financial-corporations":"gross fixed capital formation — Public non-financial corporations",
-      "gross-fixed-capital-formation-public-non-financial-corporations-cultivated-biological-resources":"gross fixed capital formation — Public non-financial corporations — Cultivated biological resources",
-      "gross-fixed-capital-formation-public-non-financial-corporations-dwellings-other-buildings-structures":"gross fixed capital formation — Public non-financial corporations — Dwellings, Other buildings & Structures",
-      "gross-fixed-capital-formation-public-non-financial-corporations-intellectual-property-products":"gross fixed capital formation — Public non-financial corporations — Intellectual property products",
-      "gross-fixed-capital-formation-public-non-financial-corporations-machinery-equipment":"gross fixed capital formation — Public non-financial corporations — Machinery & equipment",
-      "less-consumption-of-fixed-capital":"less consumption of fixed capital",
-      "less-consumption-of-fixed-capital-general-government":"less consumption of fixed capital — General Government",
-      "less-consumption-of-fixed-capital-households-including-npish":"less consumption of fixed capital — Households including NPISH",
-      "less-consumption-of-fixed-capital-private-financial-corporations":"less consumption of fixed capital — Private Financial corporations",
-      "less-consumption-of-fixed-capital-private-non-financial-corporations":"less consumption of fixed capital — Private non-financial corporations",
-      "less-consumption-of-fixed-capital-public-financial-corporations":"less consumption of fixed capital — Public Financial corporations",
-      "less-consumption-of-fixed-capital-public-non-financial-corporations":"less consumption of fixed capital — Public non-financial corporations",
-      "net-capital-formation":"Net Capital Formation",
-      "net-capital-formation-by-institutional-sectors":"net capital formation by institutional sectors",
-      "net-capital-formation-by-institutional-sectors-general-government":"net capital formation by institutional sectors — General Government",
-      "net-capital-formation-by-institutional-sectors-households-including-npish":"net capital formation by institutional sectors — Households including NPISH",
-      "net-capital-formation-by-institutional-sectors-private-financial-corporations":"net capital formation by institutional sectors — Private Financial corporations",
-      "net-capital-formation-by-institutional-sectors-private-non-financial-corporations":"net capital formation by institutional sectors — Private non-financial corporations",
-      "net-capital-formation-by-institutional-sectors-public-financial-corporations":"net capital formation by institutional sectors — Public Financial corporations",
-      "net-capital-formation-by-institutional-sectors-public-non-financial-corporations":"net capital formation by institutional sectors — Public non-financial corporations",
-      "public-non-financial-corporations-general-government":"Public non-financial corporations — General Government",
-      "public-non-financial-corporations-households-including-npish":"Public non-financial corporations — Households including NPISH",
-      "public-non-financial-corporations-private-financial-corporations":"Public non-financial corporations — Private Financial corporations",
-      "public-non-financial-corporations-private-non-financial-corporations":"Public non-financial corporations — Private non-financial corporations",
-      "public-non-financial-corporations-public-financial-corporations":"Public non-financial corporations — Public Financial corporations",
-      "public-non-financial-corporations-public-non-financial-corporations":"Public non-financial corporations — Public non-financial corporations",
-      "valuables":"Valuables"
+  "dimensions_values_labels": {
+    "FREQ": {
+      "A": "Annualy"
+    },
+    "item": {
+      "change-in-stocks": "change in stocks",
+      "change-in-stocks-general-government": "change in stocks — General Government",
+      "change-in-stocks-households-including-npish": "change in stocks — Households including NPISH",
+      "change-in-stocks-private-financial-corporations": "change in stocks — Private Financial corporations",
+      "change-in-stocks-private-non-financial-corporations": "change in stocks — Private non-financial corporations",
+      "change-in-stocks-public-financial-corporations": "change in stocks — Public Financial corporations",
+      "change-in-stocks-public-non-financial-corporations": "change in stocks — Public non-financial corporations",
+      "errors-omissions": "errors & omissions",
+      "gross-capital-formation": "Gross Capital Formation",
+      "gross-fixed-capital-formation": "gross fixed capital formation",
+      "gross-fixed-capital-formation-general-government": "gross fixed capital formation — General Government",
+      "gross-fixed-capital-formation-general-government-cultivated-biological-resources": "gross fixed capital formation — General Government — Cultivated biological resources",
+      "gross-fixed-capital-formation-general-government-dwellings-other-buildings-structures": "gross fixed capital formation — General Government — Dwellings, Other buildings & Structures",
+      "gross-fixed-capital-formation-general-government-intellectual-property-products": "gross fixed capital formation — General Government — Intellectual property products",
+      "gross-fixed-capital-formation-general-government-machinery-equipment": "gross fixed capital formation — General Government — Machinery & equipment",
+      "gross-fixed-capital-formation-households-including-npish": "gross fixed capital formation — Households including NPISH",
+      "gross-fixed-capital-formation-households-including-npish-cultivated-biological-resources": "gross fixed capital formation — Households including NPISH — Cultivated biological resources",
+      "gross-fixed-capital-formation-households-including-npish-dwellings-other-buildings-structures": "gross fixed capital formation — Households including NPISH — Dwellings, Other buildings & Structures",
+      "gross-fixed-capital-formation-households-including-npish-intellectual-property-products": "gross fixed capital formation — Households including NPISH — Intellectual property products",
+      "gross-fixed-capital-formation-households-including-npish-machinery-equipment": "gross fixed capital formation — Households including NPISH — Machinery & equipment",
+      "gross-fixed-capital-formation-private-financial-corporations": "gross fixed capital formation — Private Financial corporations",
+      "gross-fixed-capital-formation-private-financial-corporations-cultivated-biological-resources": "gross fixed capital formation — Private Financial corporations — Cultivated biological resources",
+      "gross-fixed-capital-formation-private-financial-corporations-dwellings-other-buildings-structures": "gross fixed capital formation — Private Financial corporations — Dwellings, Other buildings & Structures",
+      "gross-fixed-capital-formation-private-financial-corporations-intellectual-property-products": "gross fixed capital formation — Private Financial corporations — Intellectual property products",
+      "gross-fixed-capital-formation-private-financial-corporations-machinery-equipment": "gross fixed capital formation — Private Financial corporations — Machinery & equipment",
+      "gross-fixed-capital-formation-private-non-financial-corporations": "gross fixed capital formation — Private non-financial corporations",
+      "gross-fixed-capital-formation-private-non-financial-corporations-cultivated-biological-resources": "gross fixed capital formation — Private non-financial corporations — Cultivated biological resources",
+      "gross-fixed-capital-formation-private-non-financial-corporations-dwellings-other-buildings-structures": "gross fixed capital formation — Private non-financial corporations — Dwellings, Other buildings & Structures",
+      "gross-fixed-capital-formation-private-non-financial-corporations-intellectual-property-products": "gross fixed capital formation — Private non-financial corporations — Intellectual property products",
+      "gross-fixed-capital-formation-private-non-financial-corporations-machinery-equipment": "gross fixed capital formation — Private non-financial corporations — Machinery & equipment",
+      "gross-fixed-capital-formation-public-financial-corporations": "gross fixed capital formation — Public Financial corporations",
+      "gross-fixed-capital-formation-public-financial-corporations-cultivated-biological-resources": "gross fixed capital formation — Public Financial corporations — Cultivated biological resources",
+      "gross-fixed-capital-formation-public-financial-corporations-dwellings-other-buildings-structures": "gross fixed capital formation — Public Financial corporations — Dwellings, Other buildings & Structures",
+      "gross-fixed-capital-formation-public-financial-corporations-intellectual-property-products": "gross fixed capital formation — Public Financial corporations — Intellectual property products",
+      "gross-fixed-capital-formation-public-financial-corporations-machinery-equipment": "gross fixed capital formation — Public Financial corporations — Machinery & equipment",
+      "gross-fixed-capital-formation-public-non-financial-corporations": "gross fixed capital formation — Public non-financial corporations",
+      "gross-fixed-capital-formation-public-non-financial-corporations-cultivated-biological-resources": "gross fixed capital formation — Public non-financial corporations — Cultivated biological resources",
+      "gross-fixed-capital-formation-public-non-financial-corporations-dwellings-other-buildings-structures": "gross fixed capital formation — Public non-financial corporations — Dwellings, Other buildings & Structures",
+      "gross-fixed-capital-formation-public-non-financial-corporations-intellectual-property-products": "gross fixed capital formation — Public non-financial corporations — Intellectual property products",
+      "gross-fixed-capital-formation-public-non-financial-corporations-machinery-equipment": "gross fixed capital formation — Public non-financial corporations — Machinery & equipment",
+      "less-consumption-of-fixed-capital": "less consumption of fixed capital",
+      "less-consumption-of-fixed-capital-general-government": "less consumption of fixed capital — General Government",
+      "less-consumption-of-fixed-capital-households-including-npish": "less consumption of fixed capital — Households including NPISH",
+      "less-consumption-of-fixed-capital-private-financial-corporations": "less consumption of fixed capital — Private Financial corporations",
+      "less-consumption-of-fixed-capital-private-non-financial-corporations": "less consumption of fixed capital — Private non-financial corporations",
+      "less-consumption-of-fixed-capital-public-financial-corporations": "less consumption of fixed capital — Public Financial corporations",
+      "less-consumption-of-fixed-capital-public-non-financial-corporations": "less consumption of fixed capital — Public non-financial corporations",
+      "net-capital-formation": "Net Capital Formation",
+      "net-capital-formation-by-institutional-sectors": "net capital formation by institutional sectors",
+      "net-capital-formation-by-institutional-sectors-general-government": "net capital formation by institutional sectors — General Government",
+      "net-capital-formation-by-institutional-sectors-households-including-npish": "net capital formation by institutional sectors — Households including NPISH",
+      "net-capital-formation-by-institutional-sectors-private-financial-corporations": "net capital formation by institutional sectors — Private Financial corporations",
+      "net-capital-formation-by-institutional-sectors-private-non-financial-corporations": "net capital formation by institutional sectors — Private non-financial corporations",
+      "net-capital-formation-by-institutional-sectors-public-financial-corporations": "net capital formation by institutional sectors — Public Financial corporations",
+      "net-capital-formation-by-institutional-sectors-public-non-financial-corporations": "net capital formation by institutional sectors — Public non-financial corporations",
+      "public-non-financial-corporations-general-government": "Public non-financial corporations — General Government",
+      "public-non-financial-corporations-households-including-npish": "Public non-financial corporations — Households including NPISH",
+      "public-non-financial-corporations-private-financial-corporations": "Public non-financial corporations — Private Financial corporations",
+      "public-non-financial-corporations-private-non-financial-corporations": "Public non-financial corporations — Private non-financial corporations",
+      "public-non-financial-corporations-public-financial-corporations": "Public non-financial corporations — Public Financial corporations",
+      "public-non-financial-corporations-public-non-financial-corporations": "Public non-financial corporations — Public non-financial corporations",
+      "valuables": "Valuables"
     }
   },
-  "name":"CAPITAL FORMATION BY TYPE OF ASSETS AND BY TYPE OF INSTITUTIONS",
-  "series":[
+  "name": "CAPITAL FORMATION BY TYPE OF ASSETS AND BY TYPE OF INSTITUTIONS",
+  "series": [
     {
-      "code":"1.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-non-financial-corporations-public-non-financial-corporations"
+      "code": "1.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-non-financial-corporations-public-non-financial-corporations"
       },
-      "name":"Public non-financial corporations — Public non-financial corporations"
+      "name": "Public non-financial corporations — Public non-financial corporations"
     },
     {
-      "code":"1.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-non-financial-corporations-private-non-financial-corporations"
+      "code": "1.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-non-financial-corporations-private-non-financial-corporations"
       },
-      "name":"Public non-financial corporations — Private non-financial corporations"
+      "name": "Public non-financial corporations — Private non-financial corporations"
     },
     {
-      "code":"1.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-non-financial-corporations-public-financial-corporations"
+      "code": "1.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-non-financial-corporations-public-financial-corporations"
       },
-      "name":"Public non-financial corporations — Public Financial corporations"
+      "name": "Public non-financial corporations — Public Financial corporations"
     },
     {
-      "code":"1.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-non-financial-corporations-private-financial-corporations"
+      "code": "1.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-non-financial-corporations-private-financial-corporations"
       },
-      "name":"Public non-financial corporations — Private Financial corporations"
+      "name": "Public non-financial corporations — Private Financial corporations"
     },
     {
-      "code":"1.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-non-financial-corporations-general-government"
+      "code": "1.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-non-financial-corporations-general-government"
       },
-      "name":"Public non-financial corporations — General Government"
+      "name": "Public non-financial corporations — General Government"
     },
     {
-      "code":"1.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-non-financial-corporations-households-including-npish"
+      "code": "1.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-non-financial-corporations-households-including-npish"
       },
-      "name":"Public non-financial corporations — Households including NPISH"
+      "name": "Public non-financial corporations — Households including NPISH"
     },
     {
-      "code":"2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation"
+      "code": "2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation"
       },
-      "name":"gross fixed capital formation"
+      "name": "gross fixed capital formation"
     },
     {
-      "code":"2.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-non-financial-corporations"
+      "code": "2.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-non-financial-corporations"
       },
-      "name":"gross fixed capital formation — Public non-financial corporations"
+      "name": "gross fixed capital formation — Public non-financial corporations"
     },
     {
-      "code":"2.1.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-non-financial-corporations-dwellings-other-buildings-structures"
+      "code": "2.1.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-non-financial-corporations-dwellings-other-buildings-structures"
       },
-      "name":"gross fixed capital formation — Public non-financial corporations — Dwellings, Other buildings & Structures"
+      "name": "gross fixed capital formation — Public non-financial corporations — Dwellings, Other buildings & Structures"
     },
     {
-      "code":"2.1.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-non-financial-corporations-machinery-equipment"
+      "code": "2.1.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-non-financial-corporations-machinery-equipment"
       },
-      "name":"gross fixed capital formation — Public non-financial corporations — Machinery & equipment"
+      "name": "gross fixed capital formation — Public non-financial corporations — Machinery & equipment"
     },
     {
-      "code":"2.1.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-non-financial-corporations-cultivated-biological-resources"
+      "code": "2.1.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-non-financial-corporations-cultivated-biological-resources"
       },
-      "name":"gross fixed capital formation — Public non-financial corporations — Cultivated biological resources"
+      "name": "gross fixed capital formation — Public non-financial corporations — Cultivated biological resources"
     },
     {
-      "code":"2.1.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-non-financial-corporations-intellectual-property-products"
+      "code": "2.1.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-non-financial-corporations-intellectual-property-products"
       },
-      "name":"gross fixed capital formation — Public non-financial corporations — Intellectual property products"
+      "name": "gross fixed capital formation — Public non-financial corporations — Intellectual property products"
     },
     {
-      "code":"2.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-non-financial-corporations"
+      "code": "2.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-non-financial-corporations"
       },
-      "name":"gross fixed capital formation — Private non-financial corporations"
+      "name": "gross fixed capital formation — Private non-financial corporations"
     },
     {
-      "code":"2.2.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-non-financial-corporations-dwellings-other-buildings-structures"
+      "code": "2.2.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-non-financial-corporations-dwellings-other-buildings-structures"
       },
-      "name":"gross fixed capital formation — Private non-financial corporations — Dwellings, Other buildings & Structures"
+      "name": "gross fixed capital formation — Private non-financial corporations — Dwellings, Other buildings & Structures"
     },
     {
-      "code":"2.2.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-non-financial-corporations-machinery-equipment"
+      "code": "2.2.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-non-financial-corporations-machinery-equipment"
       },
-      "name":"gross fixed capital formation — Private non-financial corporations — Machinery & equipment"
+      "name": "gross fixed capital formation — Private non-financial corporations — Machinery & equipment"
     },
     {
-      "code":"2.2.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-non-financial-corporations-cultivated-biological-resources"
+      "code": "2.2.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-non-financial-corporations-cultivated-biological-resources"
       },
-      "name":"gross fixed capital formation — Private non-financial corporations — Cultivated biological resources"
+      "name": "gross fixed capital formation — Private non-financial corporations — Cultivated biological resources"
     },
     {
-      "code":"2.2.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-non-financial-corporations-intellectual-property-products"
+      "code": "2.2.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-non-financial-corporations-intellectual-property-products"
       },
-      "name":"gross fixed capital formation — Private non-financial corporations — Intellectual property products"
+      "name": "gross fixed capital formation — Private non-financial corporations — Intellectual property products"
     },
     {
-      "code":"2.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-financial-corporations"
+      "code": "2.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-financial-corporations"
       },
-      "name":"gross fixed capital formation — Public Financial corporations"
+      "name": "gross fixed capital formation — Public Financial corporations"
     },
     {
-      "code":"2.3.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-financial-corporations-dwellings-other-buildings-structures"
+      "code": "2.3.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-financial-corporations-dwellings-other-buildings-structures"
       },
-      "name":"gross fixed capital formation — Public Financial corporations — Dwellings, Other buildings & Structures"
+      "name": "gross fixed capital formation — Public Financial corporations — Dwellings, Other buildings & Structures"
     },
     {
-      "code":"2.3.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-financial-corporations-machinery-equipment"
+      "code": "2.3.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-financial-corporations-machinery-equipment"
       },
-      "name":"gross fixed capital formation — Public Financial corporations — Machinery & equipment"
+      "name": "gross fixed capital formation — Public Financial corporations — Machinery & equipment"
     },
     {
-      "code":"2.3.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-financial-corporations-cultivated-biological-resources"
+      "code": "2.3.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-financial-corporations-cultivated-biological-resources"
       },
-      "name":"gross fixed capital formation — Public Financial corporations — Cultivated biological resources"
+      "name": "gross fixed capital formation — Public Financial corporations — Cultivated biological resources"
     },
     {
-      "code":"2.3.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-financial-corporations-intellectual-property-products"
+      "code": "2.3.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-financial-corporations-intellectual-property-products"
       },
-      "name":"gross fixed capital formation — Public Financial corporations — Intellectual property products"
+      "name": "gross fixed capital formation — Public Financial corporations — Intellectual property products"
     },
     {
-      "code":"2.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-financial-corporations"
+      "code": "2.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-financial-corporations"
       },
-      "name":"gross fixed capital formation — Private Financial corporations"
+      "name": "gross fixed capital formation — Private Financial corporations"
     },
     {
-      "code":"2.4.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-financial-corporations-dwellings-other-buildings-structures"
+      "code": "2.4.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-financial-corporations-dwellings-other-buildings-structures"
       },
-      "name":"gross fixed capital formation — Private Financial corporations — Dwellings, Other buildings & Structures"
+      "name": "gross fixed capital formation — Private Financial corporations — Dwellings, Other buildings & Structures"
     },
     {
-      "code":"2.4.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-financial-corporations-machinery-equipment"
+      "code": "2.4.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-financial-corporations-machinery-equipment"
       },
-      "name":"gross fixed capital formation — Private Financial corporations — Machinery & equipment"
+      "name": "gross fixed capital formation — Private Financial corporations — Machinery & equipment"
     },
     {
-      "code":"2.4.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-financial-corporations-cultivated-biological-resources"
+      "code": "2.4.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-financial-corporations-cultivated-biological-resources"
       },
-      "name":"gross fixed capital formation — Private Financial corporations — Cultivated biological resources"
+      "name": "gross fixed capital formation — Private Financial corporations — Cultivated biological resources"
     },
     {
-      "code":"2.4.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-financial-corporations-intellectual-property-products"
+      "code": "2.4.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-financial-corporations-intellectual-property-products"
       },
-      "name":"gross fixed capital formation — Private Financial corporations — Intellectual property products"
+      "name": "gross fixed capital formation — Private Financial corporations — Intellectual property products"
     },
     {
-      "code":"2.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-general-government"
+      "code": "2.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-general-government"
       },
-      "name":"gross fixed capital formation — General Government"
+      "name": "gross fixed capital formation — General Government"
     },
     {
-      "code":"2.5.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-general-government-dwellings-other-buildings-structures"
+      "code": "2.5.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-general-government-dwellings-other-buildings-structures"
       },
-      "name":"gross fixed capital formation — General Government — Dwellings, Other buildings & Structures"
+      "name": "gross fixed capital formation — General Government — Dwellings, Other buildings & Structures"
     },
     {
-      "code":"2.5.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-general-government-machinery-equipment"
+      "code": "2.5.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-general-government-machinery-equipment"
       },
-      "name":"gross fixed capital formation — General Government — Machinery & equipment"
+      "name": "gross fixed capital formation — General Government — Machinery & equipment"
     },
     {
-      "code":"2.5.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-general-government-cultivated-biological-resources"
+      "code": "2.5.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-general-government-cultivated-biological-resources"
       },
-      "name":"gross fixed capital formation — General Government — Cultivated biological resources"
+      "name": "gross fixed capital formation — General Government — Cultivated biological resources"
     },
     {
-      "code":"2.5.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-general-government-intellectual-property-products"
+      "code": "2.5.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-general-government-intellectual-property-products"
       },
-      "name":"gross fixed capital formation — General Government — Intellectual property products"
+      "name": "gross fixed capital formation — General Government — Intellectual property products"
     },
     {
-      "code":"2.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-households-including-npish"
+      "code": "2.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-households-including-npish"
       },
-      "name":"gross fixed capital formation — Households including NPISH"
+      "name": "gross fixed capital formation — Households including NPISH"
     },
     {
-      "code":"2.6.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-households-including-npish-dwellings-other-buildings-structures"
+      "code": "2.6.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-households-including-npish-dwellings-other-buildings-structures"
       },
-      "name":"gross fixed capital formation — Households including NPISH — Dwellings, Other buildings & Structures"
+      "name": "gross fixed capital formation — Households including NPISH — Dwellings, Other buildings & Structures"
     },
     {
-      "code":"2.6.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-households-including-npish-machinery-equipment"
+      "code": "2.6.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-households-including-npish-machinery-equipment"
       },
-      "name":"gross fixed capital formation — Households including NPISH — Machinery & equipment"
+      "name": "gross fixed capital formation — Households including NPISH — Machinery & equipment"
     },
     {
-      "code":"2.6.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-households-including-npish-cultivated-biological-resources"
+      "code": "2.6.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-households-including-npish-cultivated-biological-resources"
       },
-      "name":"gross fixed capital formation — Households including NPISH — Cultivated biological resources"
+      "name": "gross fixed capital formation — Households including NPISH — Cultivated biological resources"
     },
     {
-      "code":"2.6.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-households-including-npish-intellectual-property-products"
+      "code": "2.6.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-households-including-npish-intellectual-property-products"
       },
-      "name":"gross fixed capital formation — Households including NPISH — Intellectual property products"
+      "name": "gross fixed capital formation — Households including NPISH — Intellectual property products"
     },
     {
-      "code":"3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"change-in-stocks"
+      "code": "3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "change-in-stocks"
       },
-      "name":"change in stocks"
+      "name": "change in stocks"
     },
     {
-      "code":"3.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"change-in-stocks-public-non-financial-corporations"
+      "code": "3.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "change-in-stocks-public-non-financial-corporations"
       },
-      "name":"change in stocks — Public non-financial corporations"
+      "name": "change in stocks — Public non-financial corporations"
     },
     {
-      "code":"3.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"change-in-stocks-private-non-financial-corporations"
+      "code": "3.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "change-in-stocks-private-non-financial-corporations"
       },
-      "name":"change in stocks — Private non-financial corporations"
+      "name": "change in stocks — Private non-financial corporations"
     },
     {
-      "code":"3.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"change-in-stocks-public-financial-corporations"
+      "code": "3.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "change-in-stocks-public-financial-corporations"
       },
-      "name":"change in stocks — Public Financial corporations"
+      "name": "change in stocks — Public Financial corporations"
     },
     {
-      "code":"3.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"change-in-stocks-private-financial-corporations"
+      "code": "3.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "change-in-stocks-private-financial-corporations"
       },
-      "name":"change in stocks — Private Financial corporations"
+      "name": "change in stocks — Private Financial corporations"
     },
     {
-      "code":"3.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"change-in-stocks-general-government"
+      "code": "3.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "change-in-stocks-general-government"
       },
-      "name":"change in stocks — General Government"
+      "name": "change in stocks — General Government"
     },
     {
-      "code":"3.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"change-in-stocks-households-including-npish"
+      "code": "3.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "change-in-stocks-households-including-npish"
       },
-      "name":"change in stocks — Households including NPISH"
+      "name": "change in stocks — Households including NPISH"
     },
     {
-      "code":"4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"valuables"
+      "code": "4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "valuables"
       },
-      "name":"Valuables"
+      "name": "Valuables"
     },
     {
-      "code":"5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"less-consumption-of-fixed-capital"
+      "code": "5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "less-consumption-of-fixed-capital"
       },
-      "name":"less consumption of fixed capital"
+      "name": "less consumption of fixed capital"
     },
     {
-      "code":"5.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"less-consumption-of-fixed-capital-public-non-financial-corporations"
+      "code": "5.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "less-consumption-of-fixed-capital-public-non-financial-corporations"
       },
-      "name":"less consumption of fixed capital — Public non-financial corporations"
+      "name": "less consumption of fixed capital — Public non-financial corporations"
     },
     {
-      "code":"5.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"less-consumption-of-fixed-capital-private-non-financial-corporations"
+      "code": "5.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "less-consumption-of-fixed-capital-private-non-financial-corporations"
       },
-      "name":"less consumption of fixed capital — Private non-financial corporations"
+      "name": "less consumption of fixed capital — Private non-financial corporations"
     },
     {
-      "code":"5.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"less-consumption-of-fixed-capital-public-financial-corporations"
+      "code": "5.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "less-consumption-of-fixed-capital-public-financial-corporations"
       },
-      "name":"less consumption of fixed capital — Public Financial corporations"
+      "name": "less consumption of fixed capital — Public Financial corporations"
     },
     {
-      "code":"5.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"less-consumption-of-fixed-capital-private-financial-corporations"
+      "code": "5.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "less-consumption-of-fixed-capital-private-financial-corporations"
       },
-      "name":"less consumption of fixed capital — Private Financial corporations"
+      "name": "less consumption of fixed capital — Private Financial corporations"
     },
     {
-      "code":"5.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"less-consumption-of-fixed-capital-general-government"
+      "code": "5.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "less-consumption-of-fixed-capital-general-government"
       },
-      "name":"less consumption of fixed capital — General Government"
+      "name": "less consumption of fixed capital — General Government"
     },
     {
-      "code":"5.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"less-consumption-of-fixed-capital-households-including-npish"
+      "code": "5.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "less-consumption-of-fixed-capital-households-including-npish"
       },
-      "name":"less consumption of fixed capital — Households including NPISH"
+      "name": "less consumption of fixed capital — Households including NPISH"
     },
     {
-      "code":"6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation-by-institutional-sectors"
+      "code": "6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation-by-institutional-sectors"
       },
-      "name":"net capital formation by institutional sectors"
+      "name": "net capital formation by institutional sectors"
     },
     {
-      "code":"6.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation-by-institutional-sectors-public-non-financial-corporations"
+      "code": "6.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation-by-institutional-sectors-public-non-financial-corporations"
       },
-      "name":"net capital formation by institutional sectors — Public non-financial corporations"
+      "name": "net capital formation by institutional sectors — Public non-financial corporations"
     },
     {
-      "code":"6.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation-by-institutional-sectors-private-non-financial-corporations"
+      "code": "6.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation-by-institutional-sectors-private-non-financial-corporations"
       },
-      "name":"net capital formation by institutional sectors — Private non-financial corporations"
+      "name": "net capital formation by institutional sectors — Private non-financial corporations"
     },
     {
-      "code":"6.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation-by-institutional-sectors-public-financial-corporations"
+      "code": "6.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation-by-institutional-sectors-public-financial-corporations"
       },
-      "name":"net capital formation by institutional sectors — Public Financial corporations"
+      "name": "net capital formation by institutional sectors — Public Financial corporations"
     },
     {
-      "code":"6.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation-by-institutional-sectors-private-financial-corporations"
+      "code": "6.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation-by-institutional-sectors-private-financial-corporations"
       },
-      "name":"net capital formation by institutional sectors — Private Financial corporations"
+      "name": "net capital formation by institutional sectors — Private Financial corporations"
     },
     {
-      "code":"6.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation-by-institutional-sectors-general-government"
+      "code": "6.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation-by-institutional-sectors-general-government"
       },
-      "name":"net capital formation by institutional sectors — General Government"
+      "name": "net capital formation by institutional sectors — General Government"
     },
     {
-      "code":"6.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation-by-institutional-sectors-households-including-npish"
+      "code": "6.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation-by-institutional-sectors-households-including-npish"
       },
-      "name":"net capital formation by institutional sectors — Households including NPISH"
+      "name": "net capital formation by institutional sectors — Households including NPISH"
     },
     {
-      "code":"7",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"errors-omissions"
+      "code": "7",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "errors-omissions"
       },
-      "name":"errors & omissions"
+      "name": "errors & omissions"
     },
     {
-      "code":"8",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation"
+      "code": "8",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation"
       },
-      "name":"Net Capital Formation"
+      "name": "Net Capital Formation"
     },
     {
-      "code":"9",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-capital-formation"
+      "code": "9",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-capital-formation"
       },
-      "name":"Gross Capital Formation"
+      "name": "Gross Capital Formation"
     }
   ],
-  "source_href":"http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.11.xlsx"
+  "source_href": "http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.11.xlsx"
 }
\ No newline at end of file
diff --git a/3.11/dataset.json b/3.11/dataset.json
index 82a2d19..f991fff 100644
--- a/3.11/dataset.json
+++ b/3.11/dataset.json
@@ -1,580 +1,580 @@
 {
-  "code":"3.11",
-  "dimensions_codes_order":[
+  "code": "3.11",
+  "dimensions_codes_order": [
     "FREQ",
     "item"
   ],
-  "dimensions_labels":{
-    "FREQ":"Frequency",
-    "item":"item"
+  "dimensions_labels": {
+    "FREQ": "Frequency",
+    "item": "item"
   },
-  "dimensions_values_labels":{
-    "FREQ":{
-      "A":"Annualy"
-    },
-    "item":{
-      "change-in-stocks":"change in stocks",
-      "change-in-stocks-general-government":"change in stocks — General Government",
-      "change-in-stocks-households-including-npish":"change in stocks — Households including NPISH",
-      "change-in-stocks-private-financial-corporations":"change in stocks — Private Financial corporations",
-      "change-in-stocks-private-non-financial-corporations":"change in stocks — Private non-financial corporations",
-      "change-in-stocks-public-financial-corporations":"change in stocks — Public Financial corporations",
-      "change-in-stocks-public-non-financial-corporations":"change in stocks — Public non-financial corporations",
-      "errors-omissions":"errors & omissions",
-      "gross-capital-formation":"Gross Capital Formation",
-      "gross-fixed-capital-formation":"gross fixed capital formation",
-      "gross-fixed-capital-formation-general-government":"gross fixed capital formation — General Government",
-      "gross-fixed-capital-formation-general-government-cultivated-biological-resources":"gross fixed capital formation — General Government — Cultivated biological resources",
-      "gross-fixed-capital-formation-general-government-dwellings-other-buildings-structures":"gross fixed capital formation — General Government — Dwellings, Other buildings & Structures",
-      "gross-fixed-capital-formation-general-government-intellectual-property-products":"gross fixed capital formation — General Government — Intellectual property products",
-      "gross-fixed-capital-formation-general-government-machinery-equipment":"gross fixed capital formation — General Government — Machinery & equipment",
-      "gross-fixed-capital-formation-households-including-npish":"gross fixed capital formation — Households including NPISH",
-      "gross-fixed-capital-formation-households-including-npish-cultivated-biological-resources":"gross fixed capital formation — Households including NPISH — Cultivated biological resources",
-      "gross-fixed-capital-formation-households-including-npish-dwellings-other-buildings-structures":"gross fixed capital formation — Households including NPISH — Dwellings, Other buildings & Structures",
-      "gross-fixed-capital-formation-households-including-npish-intellectual-property-products":"gross fixed capital formation — Households including NPISH — Intellectual property products",
-      "gross-fixed-capital-formation-households-including-npish-machinery-equipment":"gross fixed capital formation — Households including NPISH — Machinery & equipment",
-      "gross-fixed-capital-formation-private-financial-corporations":"gross fixed capital formation — Private Financial corporations",
-      "gross-fixed-capital-formation-private-financial-corporations-cultivated-biological-resources":"gross fixed capital formation — Private Financial corporations — Cultivated biological resources",
-      "gross-fixed-capital-formation-private-financial-corporations-dwellings-other-buildings-structures":"gross fixed capital formation — Private Financial corporations — Dwellings, Other buildings & Structures",
-      "gross-fixed-capital-formation-private-financial-corporations-intellectual-property-products":"gross fixed capital formation — Private Financial corporations — Intellectual property products",
-      "gross-fixed-capital-formation-private-financial-corporations-machinery-equipment":"gross fixed capital formation — Private Financial corporations — Machinery & equipment",
-      "gross-fixed-capital-formation-private-non-financial-corporations":"gross fixed capital formation — Private non-financial corporations",
-      "gross-fixed-capital-formation-private-non-financial-corporations-cultivated-biological-resources":"gross fixed capital formation — Private non-financial corporations — Cultivated biological resources",
-      "gross-fixed-capital-formation-private-non-financial-corporations-dwellings-other-buildings-structures":"gross fixed capital formation — Private non-financial corporations — Dwellings, Other buildings & Structures",
-      "gross-fixed-capital-formation-private-non-financial-corporations-intellectual-property-products":"gross fixed capital formation — Private non-financial corporations — Intellectual property products",
-      "gross-fixed-capital-formation-private-non-financial-corporations-machinery-equipment":"gross fixed capital formation — Private non-financial corporations — Machinery & equipment",
-      "gross-fixed-capital-formation-public-financial-corporations":"gross fixed capital formation — Public Financial corporations",
-      "gross-fixed-capital-formation-public-financial-corporations-cultivated-biological-resources":"gross fixed capital formation — Public Financial corporations — Cultivated biological resources",
-      "gross-fixed-capital-formation-public-financial-corporations-dwellings-other-buildings-structures":"gross fixed capital formation — Public Financial corporations — Dwellings, Other buildings & Structures",
-      "gross-fixed-capital-formation-public-financial-corporations-intellectual-property-products":"gross fixed capital formation — Public Financial corporations — Intellectual property products",
-      "gross-fixed-capital-formation-public-financial-corporations-machinery-equipment":"gross fixed capital formation — Public Financial corporations — Machinery & equipment",
-      "gross-fixed-capital-formation-public-non-financial-corporations":"gross fixed capital formation — Public non-financial corporations",
-      "gross-fixed-capital-formation-public-non-financial-corporations-cultivated-biological-resources":"gross fixed capital formation — Public non-financial corporations — Cultivated biological resources",
-      "gross-fixed-capital-formation-public-non-financial-corporations-dwellings-other-buildings-structures":"gross fixed capital formation — Public non-financial corporations — Dwellings, Other buildings & Structures",
-      "gross-fixed-capital-formation-public-non-financial-corporations-intellectual-property-products":"gross fixed capital formation — Public non-financial corporations — Intellectual property products",
-      "gross-fixed-capital-formation-public-non-financial-corporations-machinery-equipment":"gross fixed capital formation — Public non-financial corporations — Machinery & equipment",
-      "less-consumption-of-fixed-capital":"less consumption of fixed capital",
-      "less-consumption-of-fixed-capital-general-government":"less consumption of fixed capital — General Government",
-      "less-consumption-of-fixed-capital-households-including-npish":"less consumption of fixed capital — Households including NPISH",
-      "less-consumption-of-fixed-capital-private-financial-corporations":"less consumption of fixed capital — Private Financial corporations",
-      "less-consumption-of-fixed-capital-private-non-financial-corporations":"less consumption of fixed capital — Private non-financial corporations",
-      "less-consumption-of-fixed-capital-public-financial-corporations":"less consumption of fixed capital — Public Financial corporations",
-      "less-consumption-of-fixed-capital-public-non-financial-corporations":"less consumption of fixed capital — Public non-financial corporations",
-      "net-capital-formation":"Net Capital Formation",
-      "net-capital-formation-by-institutional-sectors":"net capital formation by institutional sectors",
-      "net-capital-formation-by-institutional-sectors-general-government":"net capital formation by institutional sectors — General Government",
-      "net-capital-formation-by-institutional-sectors-households-including-npish":"net capital formation by institutional sectors — Households including NPISH",
-      "net-capital-formation-by-institutional-sectors-private-financial-corporations":"net capital formation by institutional sectors — Private Financial corporations",
-      "net-capital-formation-by-institutional-sectors-private-non-financial-corporations":"net capital formation by institutional sectors — Private non-financial corporations",
-      "net-capital-formation-by-institutional-sectors-public-financial-corporations":"net capital formation by institutional sectors — Public Financial corporations",
-      "net-capital-formation-by-institutional-sectors-public-non-financial-corporations":"net capital formation by institutional sectors — Public non-financial corporations",
-      "public-non-financial-corporations-general-government":"Public non-financial corporations — General Government",
-      "public-non-financial-corporations-households-including-npish":"Public non-financial corporations — Households including NPISH",
-      "public-non-financial-corporations-private-financial-corporations":"Public non-financial corporations — Private Financial corporations",
-      "public-non-financial-corporations-private-non-financial-corporations":"Public non-financial corporations — Private non-financial corporations",
-      "public-non-financial-corporations-public-financial-corporations":"Public non-financial corporations — Public Financial corporations",
-      "public-non-financial-corporations-public-non-financial-corporations":"Public non-financial corporations — Public non-financial corporations",
-      "valuables":"Valuables"
+  "dimensions_values_labels": {
+    "FREQ": {
+      "A": "Annualy"
+    },
+    "item": {
+      "change-in-stocks": "change in stocks",
+      "change-in-stocks-general-government": "change in stocks — General Government",
+      "change-in-stocks-households-including-npish": "change in stocks — Households including NPISH",
+      "change-in-stocks-private-financial-corporations": "change in stocks — Private Financial corporations",
+      "change-in-stocks-private-non-financial-corporations": "change in stocks — Private non-financial corporations",
+      "change-in-stocks-public-financial-corporations": "change in stocks — Public Financial corporations",
+      "change-in-stocks-public-non-financial-corporations": "change in stocks — Public non-financial corporations",
+      "errors-omissions": "errors & omissions",
+      "gross-capital-formation": "Gross Capital Formation",
+      "gross-fixed-capital-formation": "gross fixed capital formation",
+      "gross-fixed-capital-formation-general-government": "gross fixed capital formation — General Government",
+      "gross-fixed-capital-formation-general-government-cultivated-biological-resources": "gross fixed capital formation — General Government — Cultivated biological resources",
+      "gross-fixed-capital-formation-general-government-dwellings-other-buildings-structures": "gross fixed capital formation — General Government — Dwellings, Other buildings & Structures",
+      "gross-fixed-capital-formation-general-government-intellectual-property-products": "gross fixed capital formation — General Government — Intellectual property products",
+      "gross-fixed-capital-formation-general-government-machinery-equipment": "gross fixed capital formation — General Government — Machinery & equipment",
+      "gross-fixed-capital-formation-households-including-npish": "gross fixed capital formation — Households including NPISH",
+      "gross-fixed-capital-formation-households-including-npish-cultivated-biological-resources": "gross fixed capital formation — Households including NPISH — Cultivated biological resources",
+      "gross-fixed-capital-formation-households-including-npish-dwellings-other-buildings-structures": "gross fixed capital formation — Households including NPISH — Dwellings, Other buildings & Structures",
+      "gross-fixed-capital-formation-households-including-npish-intellectual-property-products": "gross fixed capital formation — Households including NPISH — Intellectual property products",
+      "gross-fixed-capital-formation-households-including-npish-machinery-equipment": "gross fixed capital formation — Households including NPISH — Machinery & equipment",
+      "gross-fixed-capital-formation-private-financial-corporations": "gross fixed capital formation — Private Financial corporations",
+      "gross-fixed-capital-formation-private-financial-corporations-cultivated-biological-resources": "gross fixed capital formation — Private Financial corporations — Cultivated biological resources",
+      "gross-fixed-capital-formation-private-financial-corporations-dwellings-other-buildings-structures": "gross fixed capital formation — Private Financial corporations — Dwellings, Other buildings & Structures",
+      "gross-fixed-capital-formation-private-financial-corporations-intellectual-property-products": "gross fixed capital formation — Private Financial corporations — Intellectual property products",
+      "gross-fixed-capital-formation-private-financial-corporations-machinery-equipment": "gross fixed capital formation — Private Financial corporations — Machinery & equipment",
+      "gross-fixed-capital-formation-private-non-financial-corporations": "gross fixed capital formation — Private non-financial corporations",
+      "gross-fixed-capital-formation-private-non-financial-corporations-cultivated-biological-resources": "gross fixed capital formation — Private non-financial corporations — Cultivated biological resources",
+      "gross-fixed-capital-formation-private-non-financial-corporations-dwellings-other-buildings-structures": "gross fixed capital formation — Private non-financial corporations — Dwellings, Other buildings & Structures",
+      "gross-fixed-capital-formation-private-non-financial-corporations-intellectual-property-products": "gross fixed capital formation — Private non-financial corporations — Intellectual property products",
+      "gross-fixed-capital-formation-private-non-financial-corporations-machinery-equipment": "gross fixed capital formation — Private non-financial corporations — Machinery & equipment",
+      "gross-fixed-capital-formation-public-financial-corporations": "gross fixed capital formation — Public Financial corporations",
+      "gross-fixed-capital-formation-public-financial-corporations-cultivated-biological-resources": "gross fixed capital formation — Public Financial corporations — Cultivated biological resources",
+      "gross-fixed-capital-formation-public-financial-corporations-dwellings-other-buildings-structures": "gross fixed capital formation — Public Financial corporations — Dwellings, Other buildings & Structures",
+      "gross-fixed-capital-formation-public-financial-corporations-intellectual-property-products": "gross fixed capital formation — Public Financial corporations — Intellectual property products",
+      "gross-fixed-capital-formation-public-financial-corporations-machinery-equipment": "gross fixed capital formation — Public Financial corporations — Machinery & equipment",
+      "gross-fixed-capital-formation-public-non-financial-corporations": "gross fixed capital formation — Public non-financial corporations",
+      "gross-fixed-capital-formation-public-non-financial-corporations-cultivated-biological-resources": "gross fixed capital formation — Public non-financial corporations — Cultivated biological resources",
+      "gross-fixed-capital-formation-public-non-financial-corporations-dwellings-other-buildings-structures": "gross fixed capital formation — Public non-financial corporations — Dwellings, Other buildings & Structures",
+      "gross-fixed-capital-formation-public-non-financial-corporations-intellectual-property-products": "gross fixed capital formation — Public non-financial corporations — Intellectual property products",
+      "gross-fixed-capital-formation-public-non-financial-corporations-machinery-equipment": "gross fixed capital formation — Public non-financial corporations — Machinery & equipment",
+      "less-consumption-of-fixed-capital": "less consumption of fixed capital",
+      "less-consumption-of-fixed-capital-general-government": "less consumption of fixed capital — General Government",
+      "less-consumption-of-fixed-capital-households-including-npish": "less consumption of fixed capital — Households including NPISH",
+      "less-consumption-of-fixed-capital-private-financial-corporations": "less consumption of fixed capital — Private Financial corporations",
+      "less-consumption-of-fixed-capital-private-non-financial-corporations": "less consumption of fixed capital — Private non-financial corporations",
+      "less-consumption-of-fixed-capital-public-financial-corporations": "less consumption of fixed capital — Public Financial corporations",
+      "less-consumption-of-fixed-capital-public-non-financial-corporations": "less consumption of fixed capital — Public non-financial corporations",
+      "net-capital-formation": "Net Capital Formation",
+      "net-capital-formation-by-institutional-sectors": "net capital formation by institutional sectors",
+      "net-capital-formation-by-institutional-sectors-general-government": "net capital formation by institutional sectors — General Government",
+      "net-capital-formation-by-institutional-sectors-households-including-npish": "net capital formation by institutional sectors — Households including NPISH",
+      "net-capital-formation-by-institutional-sectors-private-financial-corporations": "net capital formation by institutional sectors — Private Financial corporations",
+      "net-capital-formation-by-institutional-sectors-private-non-financial-corporations": "net capital formation by institutional sectors — Private non-financial corporations",
+      "net-capital-formation-by-institutional-sectors-public-financial-corporations": "net capital formation by institutional sectors — Public Financial corporations",
+      "net-capital-formation-by-institutional-sectors-public-non-financial-corporations": "net capital formation by institutional sectors — Public non-financial corporations",
+      "public-non-financial-corporations-general-government": "Public non-financial corporations — General Government",
+      "public-non-financial-corporations-households-including-npish": "Public non-financial corporations — Households including NPISH",
+      "public-non-financial-corporations-private-financial-corporations": "Public non-financial corporations — Private Financial corporations",
+      "public-non-financial-corporations-private-non-financial-corporations": "Public non-financial corporations — Private non-financial corporations",
+      "public-non-financial-corporations-public-financial-corporations": "Public non-financial corporations — Public Financial corporations",
+      "public-non-financial-corporations-public-non-financial-corporations": "Public non-financial corporations — Public non-financial corporations",
+      "valuables": "Valuables"
     }
   },
-  "name":"CAPITAL FORMATION BY TYPE OF ASSETS AND BY TYPE OF INSTITUTIONS",
-  "series":[
+  "name": "CAPITAL FORMATION BY TYPE OF ASSETS AND BY TYPE OF INSTITUTIONS",
+  "series": [
     {
-      "code":"1.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-non-financial-corporations-public-non-financial-corporations"
+      "code": "1.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-non-financial-corporations-public-non-financial-corporations"
       },
-      "name":"Public non-financial corporations — Public non-financial corporations"
+      "name": "Public non-financial corporations — Public non-financial corporations"
     },
     {
-      "code":"1.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-non-financial-corporations-private-non-financial-corporations"
+      "code": "1.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-non-financial-corporations-private-non-financial-corporations"
       },
-      "name":"Public non-financial corporations — Private non-financial corporations"
+      "name": "Public non-financial corporations — Private non-financial corporations"
     },
     {
-      "code":"1.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-non-financial-corporations-public-financial-corporations"
+      "code": "1.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-non-financial-corporations-public-financial-corporations"
       },
-      "name":"Public non-financial corporations — Public Financial corporations"
+      "name": "Public non-financial corporations — Public Financial corporations"
     },
     {
-      "code":"1.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-non-financial-corporations-private-financial-corporations"
+      "code": "1.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-non-financial-corporations-private-financial-corporations"
       },
-      "name":"Public non-financial corporations — Private Financial corporations"
+      "name": "Public non-financial corporations — Private Financial corporations"
     },
     {
-      "code":"1.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-non-financial-corporations-general-government"
+      "code": "1.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-non-financial-corporations-general-government"
       },
-      "name":"Public non-financial corporations — General Government"
+      "name": "Public non-financial corporations — General Government"
     },
     {
-      "code":"1.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-non-financial-corporations-households-including-npish"
+      "code": "1.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-non-financial-corporations-households-including-npish"
       },
-      "name":"Public non-financial corporations — Households including NPISH"
+      "name": "Public non-financial corporations — Households including NPISH"
     },
     {
-      "code":"2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation"
+      "code": "2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation"
       },
-      "name":"gross fixed capital formation"
+      "name": "gross fixed capital formation"
     },
     {
-      "code":"2.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-non-financial-corporations"
+      "code": "2.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-non-financial-corporations"
       },
-      "name":"gross fixed capital formation — Public non-financial corporations"
+      "name": "gross fixed capital formation — Public non-financial corporations"
     },
     {
-      "code":"2.1.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-non-financial-corporations-dwellings-other-buildings-structures"
+      "code": "2.1.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-non-financial-corporations-dwellings-other-buildings-structures"
       },
-      "name":"gross fixed capital formation — Public non-financial corporations — Dwellings, Other buildings & Structures"
+      "name": "gross fixed capital formation — Public non-financial corporations — Dwellings, Other buildings & Structures"
     },
     {
-      "code":"2.1.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-non-financial-corporations-machinery-equipment"
+      "code": "2.1.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-non-financial-corporations-machinery-equipment"
       },
-      "name":"gross fixed capital formation — Public non-financial corporations — Machinery & equipment"
+      "name": "gross fixed capital formation — Public non-financial corporations — Machinery & equipment"
     },
     {
-      "code":"2.1.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-non-financial-corporations-cultivated-biological-resources"
+      "code": "2.1.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-non-financial-corporations-cultivated-biological-resources"
       },
-      "name":"gross fixed capital formation — Public non-financial corporations — Cultivated biological resources"
+      "name": "gross fixed capital formation — Public non-financial corporations — Cultivated biological resources"
     },
     {
-      "code":"2.1.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-non-financial-corporations-intellectual-property-products"
+      "code": "2.1.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-non-financial-corporations-intellectual-property-products"
       },
-      "name":"gross fixed capital formation — Public non-financial corporations — Intellectual property products"
+      "name": "gross fixed capital formation — Public non-financial corporations — Intellectual property products"
     },
     {
-      "code":"2.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-non-financial-corporations"
+      "code": "2.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-non-financial-corporations"
       },
-      "name":"gross fixed capital formation — Private non-financial corporations"
+      "name": "gross fixed capital formation — Private non-financial corporations"
     },
     {
-      "code":"2.2.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-non-financial-corporations-dwellings-other-buildings-structures"
+      "code": "2.2.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-non-financial-corporations-dwellings-other-buildings-structures"
       },
-      "name":"gross fixed capital formation — Private non-financial corporations — Dwellings, Other buildings & Structures"
+      "name": "gross fixed capital formation — Private non-financial corporations — Dwellings, Other buildings & Structures"
     },
     {
-      "code":"2.2.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-non-financial-corporations-machinery-equipment"
+      "code": "2.2.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-non-financial-corporations-machinery-equipment"
       },
-      "name":"gross fixed capital formation — Private non-financial corporations — Machinery & equipment"
+      "name": "gross fixed capital formation — Private non-financial corporations — Machinery & equipment"
     },
     {
-      "code":"2.2.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-non-financial-corporations-cultivated-biological-resources"
+      "code": "2.2.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-non-financial-corporations-cultivated-biological-resources"
       },
-      "name":"gross fixed capital formation — Private non-financial corporations — Cultivated biological resources"
+      "name": "gross fixed capital formation — Private non-financial corporations — Cultivated biological resources"
     },
     {
-      "code":"2.2.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-non-financial-corporations-intellectual-property-products"
+      "code": "2.2.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-non-financial-corporations-intellectual-property-products"
       },
-      "name":"gross fixed capital formation — Private non-financial corporations — Intellectual property products"
+      "name": "gross fixed capital formation — Private non-financial corporations — Intellectual property products"
     },
     {
-      "code":"2.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-financial-corporations"
+      "code": "2.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-financial-corporations"
       },
-      "name":"gross fixed capital formation — Public Financial corporations"
+      "name": "gross fixed capital formation — Public Financial corporations"
     },
     {
-      "code":"2.3.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-financial-corporations-dwellings-other-buildings-structures"
+      "code": "2.3.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-financial-corporations-dwellings-other-buildings-structures"
       },
-      "name":"gross fixed capital formation — Public Financial corporations — Dwellings, Other buildings & Structures"
+      "name": "gross fixed capital formation — Public Financial corporations — Dwellings, Other buildings & Structures"
     },
     {
-      "code":"2.3.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-financial-corporations-machinery-equipment"
+      "code": "2.3.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-financial-corporations-machinery-equipment"
       },
-      "name":"gross fixed capital formation — Public Financial corporations — Machinery & equipment"
+      "name": "gross fixed capital formation — Public Financial corporations — Machinery & equipment"
     },
     {
-      "code":"2.3.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-financial-corporations-cultivated-biological-resources"
+      "code": "2.3.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-financial-corporations-cultivated-biological-resources"
       },
-      "name":"gross fixed capital formation — Public Financial corporations — Cultivated biological resources"
+      "name": "gross fixed capital formation — Public Financial corporations — Cultivated biological resources"
     },
     {
-      "code":"2.3.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-public-financial-corporations-intellectual-property-products"
+      "code": "2.3.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-public-financial-corporations-intellectual-property-products"
       },
-      "name":"gross fixed capital formation — Public Financial corporations — Intellectual property products"
+      "name": "gross fixed capital formation — Public Financial corporations — Intellectual property products"
     },
     {
-      "code":"2.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-financial-corporations"
+      "code": "2.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-financial-corporations"
       },
-      "name":"gross fixed capital formation — Private Financial corporations"
+      "name": "gross fixed capital formation — Private Financial corporations"
     },
     {
-      "code":"2.4.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-financial-corporations-dwellings-other-buildings-structures"
+      "code": "2.4.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-financial-corporations-dwellings-other-buildings-structures"
       },
-      "name":"gross fixed capital formation — Private Financial corporations — Dwellings, Other buildings & Structures"
+      "name": "gross fixed capital formation — Private Financial corporations — Dwellings, Other buildings & Structures"
     },
     {
-      "code":"2.4.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-financial-corporations-machinery-equipment"
+      "code": "2.4.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-financial-corporations-machinery-equipment"
       },
-      "name":"gross fixed capital formation — Private Financial corporations — Machinery & equipment"
+      "name": "gross fixed capital formation — Private Financial corporations — Machinery & equipment"
     },
     {
-      "code":"2.4.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-financial-corporations-cultivated-biological-resources"
+      "code": "2.4.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-financial-corporations-cultivated-biological-resources"
       },
-      "name":"gross fixed capital formation — Private Financial corporations — Cultivated biological resources"
+      "name": "gross fixed capital formation — Private Financial corporations — Cultivated biological resources"
     },
     {
-      "code":"2.4.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-private-financial-corporations-intellectual-property-products"
+      "code": "2.4.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-private-financial-corporations-intellectual-property-products"
       },
-      "name":"gross fixed capital formation — Private Financial corporations — Intellectual property products"
+      "name": "gross fixed capital formation — Private Financial corporations — Intellectual property products"
     },
     {
-      "code":"2.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-general-government"
+      "code": "2.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-general-government"
       },
-      "name":"gross fixed capital formation — General Government"
+      "name": "gross fixed capital formation — General Government"
     },
     {
-      "code":"2.5.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-general-government-dwellings-other-buildings-structures"
+      "code": "2.5.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-general-government-dwellings-other-buildings-structures"
       },
-      "name":"gross fixed capital formation — General Government — Dwellings, Other buildings & Structures"
+      "name": "gross fixed capital formation — General Government — Dwellings, Other buildings & Structures"
     },
     {
-      "code":"2.5.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-general-government-machinery-equipment"
+      "code": "2.5.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-general-government-machinery-equipment"
       },
-      "name":"gross fixed capital formation — General Government — Machinery & equipment"
+      "name": "gross fixed capital formation — General Government — Machinery & equipment"
     },
     {
-      "code":"2.5.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-general-government-cultivated-biological-resources"
+      "code": "2.5.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-general-government-cultivated-biological-resources"
       },
-      "name":"gross fixed capital formation — General Government — Cultivated biological resources"
+      "name": "gross fixed capital formation — General Government — Cultivated biological resources"
     },
     {
-      "code":"2.5.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-general-government-intellectual-property-products"
+      "code": "2.5.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-general-government-intellectual-property-products"
       },
-      "name":"gross fixed capital formation — General Government — Intellectual property products"
+      "name": "gross fixed capital formation — General Government — Intellectual property products"
     },
     {
-      "code":"2.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-households-including-npish"
+      "code": "2.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-households-including-npish"
       },
-      "name":"gross fixed capital formation — Households including NPISH"
+      "name": "gross fixed capital formation — Households including NPISH"
     },
     {
-      "code":"2.6.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-households-including-npish-dwellings-other-buildings-structures"
+      "code": "2.6.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-households-including-npish-dwellings-other-buildings-structures"
       },
-      "name":"gross fixed capital formation — Households including NPISH — Dwellings, Other buildings & Structures"
+      "name": "gross fixed capital formation — Households including NPISH — Dwellings, Other buildings & Structures"
     },
     {
-      "code":"2.6.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-households-including-npish-machinery-equipment"
+      "code": "2.6.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-households-including-npish-machinery-equipment"
       },
-      "name":"gross fixed capital formation — Households including NPISH — Machinery & equipment"
+      "name": "gross fixed capital formation — Households including NPISH — Machinery & equipment"
     },
     {
-      "code":"2.6.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-households-including-npish-cultivated-biological-resources"
+      "code": "2.6.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-households-including-npish-cultivated-biological-resources"
       },
-      "name":"gross fixed capital formation — Households including NPISH — Cultivated biological resources"
+      "name": "gross fixed capital formation — Households including NPISH — Cultivated biological resources"
     },
     {
-      "code":"2.6.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-fixed-capital-formation-households-including-npish-intellectual-property-products"
+      "code": "2.6.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-fixed-capital-formation-households-including-npish-intellectual-property-products"
       },
-      "name":"gross fixed capital formation — Households including NPISH — Intellectual property products"
+      "name": "gross fixed capital formation — Households including NPISH — Intellectual property products"
     },
     {
-      "code":"3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"change-in-stocks"
+      "code": "3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "change-in-stocks"
       },
-      "name":"change in stocks"
+      "name": "change in stocks"
     },
     {
-      "code":"3.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"change-in-stocks-public-non-financial-corporations"
+      "code": "3.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "change-in-stocks-public-non-financial-corporations"
       },
-      "name":"change in stocks — Public non-financial corporations"
+      "name": "change in stocks — Public non-financial corporations"
     },
     {
-      "code":"3.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"change-in-stocks-private-non-financial-corporations"
+      "code": "3.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "change-in-stocks-private-non-financial-corporations"
       },
-      "name":"change in stocks — Private non-financial corporations"
+      "name": "change in stocks — Private non-financial corporations"
     },
     {
-      "code":"3.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"change-in-stocks-public-financial-corporations"
+      "code": "3.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "change-in-stocks-public-financial-corporations"
       },
-      "name":"change in stocks — Public Financial corporations"
+      "name": "change in stocks — Public Financial corporations"
     },
     {
-      "code":"3.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"change-in-stocks-private-financial-corporations"
+      "code": "3.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "change-in-stocks-private-financial-corporations"
       },
-      "name":"change in stocks — Private Financial corporations"
+      "name": "change in stocks — Private Financial corporations"
     },
     {
-      "code":"3.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"change-in-stocks-general-government"
+      "code": "3.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "change-in-stocks-general-government"
       },
-      "name":"change in stocks — General Government"
+      "name": "change in stocks — General Government"
     },
     {
-      "code":"3.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"change-in-stocks-households-including-npish"
+      "code": "3.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "change-in-stocks-households-including-npish"
       },
-      "name":"change in stocks — Households including NPISH"
+      "name": "change in stocks — Households including NPISH"
     },
     {
-      "code":"4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"valuables"
+      "code": "4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "valuables"
       },
-      "name":"Valuables"
+      "name": "Valuables"
     },
     {
-      "code":"5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"less-consumption-of-fixed-capital"
+      "code": "5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "less-consumption-of-fixed-capital"
       },
-      "name":"less consumption of fixed capital"
+      "name": "less consumption of fixed capital"
     },
     {
-      "code":"5.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"less-consumption-of-fixed-capital-public-non-financial-corporations"
+      "code": "5.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "less-consumption-of-fixed-capital-public-non-financial-corporations"
       },
-      "name":"less consumption of fixed capital — Public non-financial corporations"
+      "name": "less consumption of fixed capital — Public non-financial corporations"
     },
     {
-      "code":"5.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"less-consumption-of-fixed-capital-private-non-financial-corporations"
+      "code": "5.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "less-consumption-of-fixed-capital-private-non-financial-corporations"
       },
-      "name":"less consumption of fixed capital — Private non-financial corporations"
+      "name": "less consumption of fixed capital — Private non-financial corporations"
     },
     {
-      "code":"5.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"less-consumption-of-fixed-capital-public-financial-corporations"
+      "code": "5.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "less-consumption-of-fixed-capital-public-financial-corporations"
       },
-      "name":"less consumption of fixed capital — Public Financial corporations"
+      "name": "less consumption of fixed capital — Public Financial corporations"
     },
     {
-      "code":"5.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"less-consumption-of-fixed-capital-private-financial-corporations"
+      "code": "5.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "less-consumption-of-fixed-capital-private-financial-corporations"
       },
-      "name":"less consumption of fixed capital — Private Financial corporations"
+      "name": "less consumption of fixed capital — Private Financial corporations"
     },
     {
-      "code":"5.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"less-consumption-of-fixed-capital-general-government"
+      "code": "5.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "less-consumption-of-fixed-capital-general-government"
       },
-      "name":"less consumption of fixed capital — General Government"
+      "name": "less consumption of fixed capital — General Government"
     },
     {
-      "code":"5.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"less-consumption-of-fixed-capital-households-including-npish"
+      "code": "5.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "less-consumption-of-fixed-capital-households-including-npish"
       },
-      "name":"less consumption of fixed capital — Households including NPISH"
+      "name": "less consumption of fixed capital — Households including NPISH"
     },
     {
-      "code":"6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation-by-institutional-sectors"
+      "code": "6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation-by-institutional-sectors"
       },
-      "name":"net capital formation by institutional sectors"
+      "name": "net capital formation by institutional sectors"
     },
     {
-      "code":"6.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation-by-institutional-sectors-public-non-financial-corporations"
+      "code": "6.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation-by-institutional-sectors-public-non-financial-corporations"
       },
-      "name":"net capital formation by institutional sectors — Public non-financial corporations"
+      "name": "net capital formation by institutional sectors — Public non-financial corporations"
     },
     {
-      "code":"6.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation-by-institutional-sectors-private-non-financial-corporations"
+      "code": "6.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation-by-institutional-sectors-private-non-financial-corporations"
       },
-      "name":"net capital formation by institutional sectors — Private non-financial corporations"
+      "name": "net capital formation by institutional sectors — Private non-financial corporations"
     },
     {
-      "code":"6.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation-by-institutional-sectors-public-financial-corporations"
+      "code": "6.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation-by-institutional-sectors-public-financial-corporations"
       },
-      "name":"net capital formation by institutional sectors — Public Financial corporations"
+      "name": "net capital formation by institutional sectors — Public Financial corporations"
     },
     {
-      "code":"6.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation-by-institutional-sectors-private-financial-corporations"
+      "code": "6.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation-by-institutional-sectors-private-financial-corporations"
       },
-      "name":"net capital formation by institutional sectors — Private Financial corporations"
+      "name": "net capital formation by institutional sectors — Private Financial corporations"
     },
     {
-      "code":"6.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation-by-institutional-sectors-general-government"
+      "code": "6.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation-by-institutional-sectors-general-government"
       },
-      "name":"net capital formation by institutional sectors — General Government"
+      "name": "net capital formation by institutional sectors — General Government"
     },
     {
-      "code":"6.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation-by-institutional-sectors-households-including-npish"
+      "code": "6.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation-by-institutional-sectors-households-including-npish"
       },
-      "name":"net capital formation by institutional sectors — Households including NPISH"
+      "name": "net capital formation by institutional sectors — Households including NPISH"
     },
     {
-      "code":"7",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"errors-omissions"
+      "code": "7",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "errors-omissions"
       },
-      "name":"errors & omissions"
+      "name": "errors & omissions"
     },
     {
-      "code":"8",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-formation"
+      "code": "8",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-formation"
       },
-      "name":"Net Capital Formation"
+      "name": "Net Capital Formation"
     },
     {
-      "code":"9",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-capital-formation"
+      "code": "9",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-capital-formation"
       },
-      "name":"Gross Capital Formation"
+      "name": "Gross Capital Formation"
     }
   ],
-  "source_href":"http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.12.xlsx"
+  "source_href": "http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.12.xlsx"
 }
\ No newline at end of file
diff --git a/3.12/dataset.json b/3.12/dataset.json
index 4b1ee6a..efcaa4f 100644
--- a/3.12/dataset.json
+++ b/3.12/dataset.json
@@ -1,273 +1,273 @@
 {
-  "code":"3.12",
-  "dimensions_codes_order":[
+  "code": "3.12",
+  "dimensions_codes_order": [
     "FREQ",
     "item"
   ],
-  "dimensions_labels":{
-    "FREQ":"Frequency",
-    "item":"item"
+  "dimensions_labels": {
+    "FREQ": "Frequency",
+    "item": "item"
   },
-  "dimensions_values_labels":{
-    "FREQ":{
-      "A":"Annualy"
+  "dimensions_values_labels": {
+    "FREQ": {
+      "A": "Annualy"
     },
-    "item":{
-      "general-government-consumption-of-fixed-capital":"General Government — Consumption of Fixed Capital",
-      "general-government-final-consumption-expenditure":"General Government — Final Consumption Expenditure",
-      "general-government-gross-capital-formation":"General Government — Gross Capital Formation",
-      "general-government-gross-disposable-income":"General Government — Gross Disposable Income",
-      "general-government-gross-savings":"General Government — Gross Savings",
-      "general-government-gross-value-added-at-basic-prices":"General Government — Gross Value Added at basic prices",
-      "gross-value-added-at-basic-prices-consumption-of-fixed-capital":"Gross Value Added at basic prices — Consumption of Fixed Capital",
-      "gross-value-added-at-basic-prices-gross-capital-formation":"Gross Value Added at basic prices — Gross Capital Formation",
-      "gross-value-added-at-basic-prices-gross-savings":"Gross Value Added at basic prices — Gross Savings",
-      "gross-value-added-at-basic-prices-gross-value-added-at-basic-prices":"Gross Value Added at basic prices — Gross Value Added at basic prices",
-      "households-including-npish-consumption-of-fixed-capital":"Households including NPISH — Consumption of Fixed Capital",
-      "households-including-npish-final-consumption-expenditure":"Households including NPISH — Final Consumption Expenditure",
-      "households-including-npish-gross-capital-formation":"Households including NPISH — Gross Capital Formation",
-      "households-including-npish-gross-disposable-income":"Households including NPISH — Gross Disposable Income",
-      "households-including-npish-gross-savings":"Households including NPISH — Gross Savings",
-      "households-including-npish-gross-value-added-at-basic-prices":"Households including NPISH — Gross Value Added at basic prices",
-      "private-financial-corporations-consumption-of-fixed-capital":"Private Financial corporations — Consumption of Fixed Capital",
-      "private-financial-corporations-gross-capital-formation":"Private Financial corporations — Gross Capital Formation",
-      "private-financial-corporations-gross-savings":"Private Financial corporations — Gross Savings",
-      "private-financial-corporations-gross-value-added-at-basic-prices":"Private Financial corporations — Gross Value Added at basic prices",
-      "private-non-financial-corporations-consumption-of-fixed-capital":"Private non-financial corporations — Consumption of Fixed Capital",
-      "private-non-financial-corporations-gross-capital-formation":"Private non-financial corporations — Gross Capital Formation",
-      "private-non-financial-corporations-gross-savings":"Private non-financial corporations — Gross Savings",
-      "private-non-financial-corporations-gross-value-added-at-basic-prices":"Private non-financial corporations — Gross Value Added at basic prices",
-      "public-financial-corporations-consumption-of-fixed-capital":"Public Financial corporations — Consumption of Fixed Capital",
-      "public-financial-corporations-gross-capital-formation":"Public Financial corporations — Gross Capital Formation",
-      "public-financial-corporations-gross-savings":"Public Financial corporations — Gross Savings",
-      "public-financial-corporations-gross-value-added-at-basic-prices":"Public Financial corporations — Gross Value Added at basic prices"
+    "item": {
+      "general-government-consumption-of-fixed-capital": "General Government — Consumption of Fixed Capital",
+      "general-government-final-consumption-expenditure": "General Government — Final Consumption Expenditure",
+      "general-government-gross-capital-formation": "General Government — Gross Capital Formation",
+      "general-government-gross-disposable-income": "General Government — Gross Disposable Income",
+      "general-government-gross-savings": "General Government — Gross Savings",
+      "general-government-gross-value-added-at-basic-prices": "General Government — Gross Value Added at basic prices",
+      "gross-value-added-at-basic-prices-consumption-of-fixed-capital": "Gross Value Added at basic prices — Consumption of Fixed Capital",
+      "gross-value-added-at-basic-prices-gross-capital-formation": "Gross Value Added at basic prices — Gross Capital Formation",
+      "gross-value-added-at-basic-prices-gross-savings": "Gross Value Added at basic prices — Gross Savings",
+      "gross-value-added-at-basic-prices-gross-value-added-at-basic-prices": "Gross Value Added at basic prices — Gross Value Added at basic prices",
+      "households-including-npish-consumption-of-fixed-capital": "Households including NPISH — Consumption of Fixed Capital",
+      "households-including-npish-final-consumption-expenditure": "Households including NPISH — Final Consumption Expenditure",
+      "households-including-npish-gross-capital-formation": "Households including NPISH — Gross Capital Formation",
+      "households-including-npish-gross-disposable-income": "Households including NPISH — Gross Disposable Income",
+      "households-including-npish-gross-savings": "Households including NPISH — Gross Savings",
+      "households-including-npish-gross-value-added-at-basic-prices": "Households including NPISH — Gross Value Added at basic prices",
+      "private-financial-corporations-consumption-of-fixed-capital": "Private Financial corporations — Consumption of Fixed Capital",
+      "private-financial-corporations-gross-capital-formation": "Private Financial corporations — Gross Capital Formation",
+      "private-financial-corporations-gross-savings": "Private Financial corporations — Gross Savings",
+      "private-financial-corporations-gross-value-added-at-basic-prices": "Private Financial corporations — Gross Value Added at basic prices",
+      "private-non-financial-corporations-consumption-of-fixed-capital": "Private non-financial corporations — Consumption of Fixed Capital",
+      "private-non-financial-corporations-gross-capital-formation": "Private non-financial corporations — Gross Capital Formation",
+      "private-non-financial-corporations-gross-savings": "Private non-financial corporations — Gross Savings",
+      "private-non-financial-corporations-gross-value-added-at-basic-prices": "Private non-financial corporations — Gross Value Added at basic prices",
+      "public-financial-corporations-consumption-of-fixed-capital": "Public Financial corporations — Consumption of Fixed Capital",
+      "public-financial-corporations-gross-capital-formation": "Public Financial corporations — Gross Capital Formation",
+      "public-financial-corporations-gross-savings": "Public Financial corporations — Gross Savings",
+      "public-financial-corporations-gross-value-added-at-basic-prices": "Public Financial corporations — Gross Value Added at basic prices"
     }
   },
-  "name":"PERFORMANCE OF INSTITUTIONAL SECTORS",
-  "series":[
+  "name": "PERFORMANCE OF INSTITUTIONAL SECTORS",
+  "series": [
     {
-      "code":"1.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-value-added-at-basic-prices-gross-value-added-at-basic-prices"
+      "code": "1.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-value-added-at-basic-prices-gross-value-added-at-basic-prices"
       },
-      "name":"Gross Value Added at basic prices — Gross Value Added at basic prices"
+      "name": "Gross Value Added at basic prices — Gross Value Added at basic prices"
     },
     {
-      "code":"1.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-value-added-at-basic-prices-gross-savings"
+      "code": "1.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-value-added-at-basic-prices-gross-savings"
       },
-      "name":"Gross Value Added at basic prices — Gross Savings"
+      "name": "Gross Value Added at basic prices — Gross Savings"
     },
     {
-      "code":"1.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-value-added-at-basic-prices-gross-capital-formation"
+      "code": "1.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-value-added-at-basic-prices-gross-capital-formation"
       },
-      "name":"Gross Value Added at basic prices — Gross Capital Formation"
+      "name": "Gross Value Added at basic prices — Gross Capital Formation"
     },
     {
-      "code":"1.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-value-added-at-basic-prices-consumption-of-fixed-capital"
+      "code": "1.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-value-added-at-basic-prices-consumption-of-fixed-capital"
       },
-      "name":"Gross Value Added at basic prices — Consumption of Fixed Capital"
+      "name": "Gross Value Added at basic prices — Consumption of Fixed Capital"
     },
     {
-      "code":"2.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-non-financial-corporations-gross-value-added-at-basic-prices"
+      "code": "2.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-non-financial-corporations-gross-value-added-at-basic-prices"
       },
-      "name":"Private non-financial corporations — Gross Value Added at basic prices"
+      "name": "Private non-financial corporations — Gross Value Added at basic prices"
     },
     {
-      "code":"2.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-non-financial-corporations-gross-savings"
+      "code": "2.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-non-financial-corporations-gross-savings"
       },
-      "name":"Private non-financial corporations — Gross Savings"
+      "name": "Private non-financial corporations — Gross Savings"
     },
     {
-      "code":"2.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-non-financial-corporations-gross-capital-formation"
+      "code": "2.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-non-financial-corporations-gross-capital-formation"
       },
-      "name":"Private non-financial corporations — Gross Capital Formation"
+      "name": "Private non-financial corporations — Gross Capital Formation"
     },
     {
-      "code":"2.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-non-financial-corporations-consumption-of-fixed-capital"
+      "code": "2.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-non-financial-corporations-consumption-of-fixed-capital"
       },
-      "name":"Private non-financial corporations — Consumption of Fixed Capital"
+      "name": "Private non-financial corporations — Consumption of Fixed Capital"
     },
     {
-      "code":"3.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-financial-corporations-gross-value-added-at-basic-prices"
+      "code": "3.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-financial-corporations-gross-value-added-at-basic-prices"
       },
-      "name":"Public Financial corporations — Gross Value Added at basic prices"
+      "name": "Public Financial corporations — Gross Value Added at basic prices"
     },
     {
-      "code":"3.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-financial-corporations-gross-savings"
+      "code": "3.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-financial-corporations-gross-savings"
       },
-      "name":"Public Financial corporations — Gross Savings"
+      "name": "Public Financial corporations — Gross Savings"
     },
     {
-      "code":"3.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-financial-corporations-gross-capital-formation"
+      "code": "3.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-financial-corporations-gross-capital-formation"
       },
-      "name":"Public Financial corporations — Gross Capital Formation"
+      "name": "Public Financial corporations — Gross Capital Formation"
     },
     {
-      "code":"3.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-financial-corporations-consumption-of-fixed-capital"
+      "code": "3.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-financial-corporations-consumption-of-fixed-capital"
       },
-      "name":"Public Financial corporations — Consumption of Fixed Capital"
+      "name": "Public Financial corporations — Consumption of Fixed Capital"
     },
     {
-      "code":"4.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-financial-corporations-gross-value-added-at-basic-prices"
+      "code": "4.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-financial-corporations-gross-value-added-at-basic-prices"
       },
-      "name":"Private Financial corporations — Gross Value Added at basic prices"
+      "name": "Private Financial corporations — Gross Value Added at basic prices"
     },
     {
-      "code":"4.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-financial-corporations-gross-savings"
+      "code": "4.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-financial-corporations-gross-savings"
       },
-      "name":"Private Financial corporations — Gross Savings"
+      "name": "Private Financial corporations — Gross Savings"
     },
     {
-      "code":"4.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-financial-corporations-gross-capital-formation"
+      "code": "4.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-financial-corporations-gross-capital-formation"
       },
-      "name":"Private Financial corporations — Gross Capital Formation"
+      "name": "Private Financial corporations — Gross Capital Formation"
     },
     {
-      "code":"4.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-financial-corporations-consumption-of-fixed-capital"
+      "code": "4.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-financial-corporations-consumption-of-fixed-capital"
       },
-      "name":"Private Financial corporations — Consumption of Fixed Capital"
+      "name": "Private Financial corporations — Consumption of Fixed Capital"
     },
     {
-      "code":"5.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"general-government-gross-value-added-at-basic-prices"
+      "code": "5.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "general-government-gross-value-added-at-basic-prices"
       },
-      "name":"General Government — Gross Value Added at basic prices"
+      "name": "General Government — Gross Value Added at basic prices"
     },
     {
-      "code":"5.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"general-government-gross-disposable-income"
+      "code": "5.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "general-government-gross-disposable-income"
       },
-      "name":"General Government — Gross Disposable Income"
+      "name": "General Government — Gross Disposable Income"
     },
     {
-      "code":"5.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"general-government-final-consumption-expenditure"
+      "code": "5.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "general-government-final-consumption-expenditure"
       },
-      "name":"General Government — Final Consumption Expenditure"
+      "name": "General Government — Final Consumption Expenditure"
     },
     {
-      "code":"5.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"general-government-gross-savings"
+      "code": "5.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "general-government-gross-savings"
       },
-      "name":"General Government — Gross Savings"
+      "name": "General Government — Gross Savings"
     },
     {
-      "code":"5.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"general-government-gross-capital-formation"
+      "code": "5.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "general-government-gross-capital-formation"
       },
-      "name":"General Government — Gross Capital Formation"
+      "name": "General Government — Gross Capital Formation"
     },
     {
-      "code":"5.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"general-government-consumption-of-fixed-capital"
+      "code": "5.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "general-government-consumption-of-fixed-capital"
       },
-      "name":"General Government — Consumption of Fixed Capital"
+      "name": "General Government — Consumption of Fixed Capital"
     },
     {
-      "code":"6.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"households-including-npish-gross-value-added-at-basic-prices"
+      "code": "6.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "households-including-npish-gross-value-added-at-basic-prices"
       },
-      "name":"Households including NPISH — Gross Value Added at basic prices"
+      "name": "Households including NPISH — Gross Value Added at basic prices"
     },
     {
-      "code":"6.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"households-including-npish-gross-disposable-income"
+      "code": "6.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "households-including-npish-gross-disposable-income"
       },
-      "name":"Households including NPISH — Gross Disposable Income"
+      "name": "Households including NPISH — Gross Disposable Income"
     },
     {
-      "code":"6.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"households-including-npish-final-consumption-expenditure"
+      "code": "6.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "households-including-npish-final-consumption-expenditure"
       },
-      "name":"Households including NPISH — Final Consumption Expenditure"
+      "name": "Households including NPISH — Final Consumption Expenditure"
     },
     {
-      "code":"6.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"households-including-npish-gross-savings"
+      "code": "6.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "households-including-npish-gross-savings"
       },
-      "name":"Households including NPISH — Gross Savings"
+      "name": "Households including NPISH — Gross Savings"
     },
     {
-      "code":"6.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"households-including-npish-gross-capital-formation"
+      "code": "6.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "households-including-npish-gross-capital-formation"
       },
-      "name":"Households including NPISH — Gross Capital Formation"
+      "name": "Households including NPISH — Gross Capital Formation"
     },
     {
-      "code":"6.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"households-including-npish-consumption-of-fixed-capital"
+      "code": "6.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "households-including-npish-consumption-of-fixed-capital"
       },
-      "name":"Households including NPISH — Consumption of Fixed Capital"
+      "name": "Households including NPISH — Consumption of Fixed Capital"
     }
   ]
 }
\ No newline at end of file
diff --git a/3.3/dataset.json b/3.3/dataset.json
index 8a534cd..71c1e52 100644
--- a/3.3/dataset.json
+++ b/3.3/dataset.json
@@ -1,292 +1,292 @@
 {
-  "code":"3.3",
-  "dimensions_codes_order":[
+  "code": "3.3",
+  "dimensions_codes_order": [
     "FREQ",
     "item"
   ],
-  "dimensions_labels":{
-    "FREQ":"Frequency",
-    "item":"item"
+  "dimensions_labels": {
+    "FREQ": "Frequency",
+    "item": "item"
   },
-  "dimensions_values_labels":{
-    "FREQ":{
-      "A":"Annualy"
+  "dimensions_values_labels": {
+    "FREQ": {
+      "A": "Annualy"
     },
-    "item":{
-      "agriculture-forestry-and-fishing":"Agriculture, forestry and fishing",
-      "agriculture-forestry-and-fishing-crops":"Agriculture, forestry and fishing — crops",
-      "agriculture-forestry-and-fishing-fishing-and-aquaculture":"Agriculture, forestry and fishing — fishing and aquaculture",
-      "agriculture-forestry-and-fishing-forestry-and-logging":"Agriculture, forestry and fishing — forestry and logging",
-      "agriculture-forestry-and-fishing-livestock":"Agriculture, forestry and fishing — livestock",
-      "construction":"Construction",
-      "electricity-gas-water-supply-other-utility-services":"Electricity, gas, water supply & other utility services",
-      "financial-services":"Financial services",
-      "manufacturing":"Manufacturing",
-      "manufacturing-food-products-beverages-and-tobacco":"Manufacturing — Food Products, Beverages and Tobacco",
-      "manufacturing-machinery-and-equipment":"Manufacturing — Machinery and Equipment",
-      "manufacturing-metal-products":"Manufacturing — Metal Products",
-      "manufacturing-other-manufactured-goods":"Manufacturing — Other Manufactured Goods",
-      "manufacturing-textiles-apparel-and-leather-products":"Manufacturing — Textiles,  Apparel and Leather Products",
-      "mining-and-quarrying":"Mining and quarrying",
-      "other-services":"Other services",
-      "public-administration-and-defence":"Public administration and defence",
-      "real-estate-ownership-of-dwelling-professional-services":"Real estate, ownership of dwelling & professional services",
-      "total-gva-at-basic-prices":"TOTAL GVA at basic prices",
-      "trade-repair-hotels-and-restaurants":"Trade, repair, hotels and restaurants",
-      "trade-repair-hotels-and-restaurants-hotels-restaurants":"Trade, repair, hotels and restaurants — Hotels & restaurants",
-      "trade-repair-hotels-and-restaurants-trade-repair-services":"Trade, repair, hotels and restaurants — Trade & repair services",
-      "transport-storage-communication-services-related-to-broadcasting":"Transport, storage, communication & services related to broadcasting",
-      "transport-storage-communication-services-related-to-broadcasting-air-transport":"Transport, storage, communication & services related to broadcasting — Air transport",
-      "transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting":"Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting",
-      "transport-storage-communication-services-related-to-broadcasting-railways":"Transport, storage, communication & services related to broadcasting — Railways",
-      "transport-storage-communication-services-related-to-broadcasting-road-transport":"Transport, storage, communication & services related to broadcasting — Road transport",
-      "transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport":"Transport, storage, communication & services related to broadcasting — Services incidental to transport",
-      "transport-storage-communication-services-related-to-broadcasting-storage":"Transport, storage, communication & services related to broadcasting — Storage",
-      "transport-storage-communication-services-related-to-broadcasting-water-transport":"Transport, storage, communication & services related to broadcasting — Water transport"
+    "item": {
+      "agriculture-forestry-and-fishing": "Agriculture, forestry and fishing",
+      "agriculture-forestry-and-fishing-crops": "Agriculture, forestry and fishing — crops",
+      "agriculture-forestry-and-fishing-fishing-and-aquaculture": "Agriculture, forestry and fishing — fishing and aquaculture",
+      "agriculture-forestry-and-fishing-forestry-and-logging": "Agriculture, forestry and fishing — forestry and logging",
+      "agriculture-forestry-and-fishing-livestock": "Agriculture, forestry and fishing — livestock",
+      "construction": "Construction",
+      "electricity-gas-water-supply-other-utility-services": "Electricity, gas, water supply & other utility services",
+      "financial-services": "Financial services",
+      "manufacturing": "Manufacturing",
+      "manufacturing-food-products-beverages-and-tobacco": "Manufacturing — Food Products, Beverages and Tobacco",
+      "manufacturing-machinery-and-equipment": "Manufacturing — Machinery and Equipment",
+      "manufacturing-metal-products": "Manufacturing — Metal Products",
+      "manufacturing-other-manufactured-goods": "Manufacturing — Other Manufactured Goods",
+      "manufacturing-textiles-apparel-and-leather-products": "Manufacturing — Textiles,  Apparel and Leather Products",
+      "mining-and-quarrying": "Mining and quarrying",
+      "other-services": "Other services",
+      "public-administration-and-defence": "Public administration and defence",
+      "real-estate-ownership-of-dwelling-professional-services": "Real estate, ownership of dwelling & professional services",
+      "total-gva-at-basic-prices": "TOTAL GVA at basic prices",
+      "trade-repair-hotels-and-restaurants": "Trade, repair, hotels and restaurants",
+      "trade-repair-hotels-and-restaurants-hotels-restaurants": "Trade, repair, hotels and restaurants — Hotels & restaurants",
+      "trade-repair-hotels-and-restaurants-trade-repair-services": "Trade, repair, hotels and restaurants — Trade & repair services",
+      "transport-storage-communication-services-related-to-broadcasting": "Transport, storage, communication & services related to broadcasting",
+      "transport-storage-communication-services-related-to-broadcasting-air-transport": "Transport, storage, communication & services related to broadcasting — Air transport",
+      "transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting": "Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting",
+      "transport-storage-communication-services-related-to-broadcasting-railways": "Transport, storage, communication & services related to broadcasting — Railways",
+      "transport-storage-communication-services-related-to-broadcasting-road-transport": "Transport, storage, communication & services related to broadcasting — Road transport",
+      "transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport": "Transport, storage, communication & services related to broadcasting — Services incidental to transport",
+      "transport-storage-communication-services-related-to-broadcasting-storage": "Transport, storage, communication & services related to broadcasting — Storage",
+      "transport-storage-communication-services-related-to-broadcasting-water-transport": "Transport, storage, communication & services related to broadcasting — Water transport"
     }
   },
-  "name":"GROSS VALUE ADDED BY ECONOMIC ACTIVITY AT CURRENT PRICES",
-  "series":[
+  "name": "GROSS VALUE ADDED BY ECONOMIC ACTIVITY AT CURRENT PRICES",
+  "series": [
     {
-      "code":"1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing"
+      "code": "1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing"
       },
-      "name":"Agriculture, forestry and fishing"
+      "name": "Agriculture, forestry and fishing"
     },
     {
-      "code":"1.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-crops"
+      "code": "1.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-crops"
       },
-      "name":"Agriculture, forestry and fishing — crops"
+      "name": "Agriculture, forestry and fishing — crops"
     },
     {
-      "code":"1.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-livestock"
+      "code": "1.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-livestock"
       },
-      "name":"Agriculture, forestry and fishing — livestock"
+      "name": "Agriculture, forestry and fishing — livestock"
     },
     {
-      "code":"1.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-forestry-and-logging"
+      "code": "1.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-forestry-and-logging"
       },
-      "name":"Agriculture, forestry and fishing — forestry and logging"
+      "name": "Agriculture, forestry and fishing — forestry and logging"
     },
     {
-      "code":"1.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-fishing-and-aquaculture"
+      "code": "1.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-fishing-and-aquaculture"
       },
-      "name":"Agriculture, forestry and fishing — fishing and aquaculture"
+      "name": "Agriculture, forestry and fishing — fishing and aquaculture"
     },
     {
-      "code":"2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"mining-and-quarrying"
+      "code": "2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "mining-and-quarrying"
       },
-      "name":"Mining and quarrying"
+      "name": "Mining and quarrying"
     },
     {
-      "code":"3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"manufacturing"
+      "code": "3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "manufacturing"
       },
-      "name":"Manufacturing"
+      "name": "Manufacturing"
     },
     {
-      "code":"3.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"manufacturing-food-products-beverages-and-tobacco"
+      "code": "3.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "manufacturing-food-products-beverages-and-tobacco"
       },
-      "name":"Manufacturing — Food Products, Beverages and Tobacco"
+      "name": "Manufacturing — Food Products, Beverages and Tobacco"
     },
     {
-      "code":"3.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"manufacturing-textiles-apparel-and-leather-products"
+      "code": "3.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "manufacturing-textiles-apparel-and-leather-products"
       },
-      "name":"Manufacturing — Textiles,  Apparel and Leather Products"
+      "name": "Manufacturing — Textiles,  Apparel and Leather Products"
     },
     {
-      "code":"3.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"manufacturing-metal-products"
+      "code": "3.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "manufacturing-metal-products"
       },
-      "name":"Manufacturing — Metal Products"
+      "name": "Manufacturing — Metal Products"
     },
     {
-      "code":"3.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"manufacturing-machinery-and-equipment"
+      "code": "3.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "manufacturing-machinery-and-equipment"
       },
-      "name":"Manufacturing — Machinery and Equipment"
+      "name": "Manufacturing — Machinery and Equipment"
     },
     {
-      "code":"3.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"manufacturing-other-manufactured-goods"
+      "code": "3.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "manufacturing-other-manufactured-goods"
       },
-      "name":"Manufacturing — Other Manufactured Goods"
+      "name": "Manufacturing — Other Manufactured Goods"
     },
     {
-      "code":"4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"electricity-gas-water-supply-other-utility-services"
+      "code": "4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "electricity-gas-water-supply-other-utility-services"
       },
-      "name":"Electricity, gas, water supply & other utility services"
+      "name": "Electricity, gas, water supply & other utility services"
     },
     {
-      "code":"5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"construction"
+      "code": "5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "construction"
       },
-      "name":"Construction"
+      "name": "Construction"
     },
     {
-      "code":"6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"trade-repair-hotels-and-restaurants"
+      "code": "6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "trade-repair-hotels-and-restaurants"
       },
-      "name":"Trade, repair, hotels and restaurants"
+      "name": "Trade, repair, hotels and restaurants"
     },
     {
-      "code":"6.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"trade-repair-hotels-and-restaurants-trade-repair-services"
+      "code": "6.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "trade-repair-hotels-and-restaurants-trade-repair-services"
       },
-      "name":"Trade, repair, hotels and restaurants — Trade & repair services"
+      "name": "Trade, repair, hotels and restaurants — Trade & repair services"
     },
     {
-      "code":"6.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"trade-repair-hotels-and-restaurants-hotels-restaurants"
+      "code": "6.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "trade-repair-hotels-and-restaurants-hotels-restaurants"
       },
-      "name":"Trade, repair, hotels and restaurants — Hotels & restaurants"
+      "name": "Trade, repair, hotels and restaurants — Hotels & restaurants"
     },
     {
-      "code":"7",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting"
+      "code": "7",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting"
       },
-      "name":"Transport, storage, communication & services related to broadcasting"
+      "name": "Transport, storage, communication & services related to broadcasting"
     },
     {
-      "code":"7.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-railways"
+      "code": "7.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-railways"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Railways"
+      "name": "Transport, storage, communication & services related to broadcasting — Railways"
     },
     {
-      "code":"7.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-road-transport"
+      "code": "7.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-road-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Road transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Road transport"
     },
     {
-      "code":"7.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-water-transport"
+      "code": "7.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-water-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Water transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Water transport"
     },
     {
-      "code":"7.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-air-transport"
+      "code": "7.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-air-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Air transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Air transport"
     },
     {
-      "code":"7.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport"
+      "code": "7.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Services incidental to transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Services incidental to transport"
     },
     {
-      "code":"7.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-storage"
+      "code": "7.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-storage"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Storage"
+      "name": "Transport, storage, communication & services related to broadcasting — Storage"
     },
     {
-      "code":"7.7",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting"
+      "code": "7.7",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting"
+      "name": "Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting"
     },
     {
-      "code":"8",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"financial-services"
+      "code": "8",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "financial-services"
       },
-      "name":"Financial services"
+      "name": "Financial services"
     },
     {
-      "code":"9",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"real-estate-ownership-of-dwelling-professional-services"
+      "code": "9",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "real-estate-ownership-of-dwelling-professional-services"
       },
-      "name":"Real estate, ownership of dwelling & professional services"
+      "name": "Real estate, ownership of dwelling & professional services"
     },
     {
-      "code":"10",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-administration-and-defence"
+      "code": "10",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-administration-and-defence"
       },
-      "name":"Public administration and defence"
+      "name": "Public administration and defence"
     },
     {
-      "code":"11",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"other-services"
+      "code": "11",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "other-services"
       },
-      "name":"Other services"
+      "name": "Other services"
     },
     {
-      "code":"12",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"total-gva-at-basic-prices"
+      "code": "12",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "total-gva-at-basic-prices"
       },
-      "name":"TOTAL GVA at basic prices"
+      "name": "TOTAL GVA at basic prices"
     }
   ],
-  "source_href":"http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.4.xlsx"
+  "source_href": "http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.4.xlsx"
 }
\ No newline at end of file
diff --git a/3.4/dataset.json b/3.4/dataset.json
index be0a84c..e7c91e1 100644
--- a/3.4/dataset.json
+++ b/3.4/dataset.json
@@ -1,292 +1,292 @@
 {
-  "code":"3.4",
-  "dimensions_codes_order":[
+  "code": "3.4",
+  "dimensions_codes_order": [
     "FREQ",
     "item"
   ],
-  "dimensions_labels":{
-    "FREQ":"Frequency",
-    "item":"item"
+  "dimensions_labels": {
+    "FREQ": "Frequency",
+    "item": "item"
   },
-  "dimensions_values_labels":{
-    "FREQ":{
-      "A":"Annualy"
+  "dimensions_values_labels": {
+    "FREQ": {
+      "A": "Annualy"
     },
-    "item":{
-      "agriculture-forestry-and-fishing":"Agriculture, forestry and fishing",
-      "agriculture-forestry-and-fishing-crops":"Agriculture, forestry and fishing — crops",
-      "agriculture-forestry-and-fishing-fishing-and-aquaculture":"Agriculture, forestry and fishing — fishing and aquaculture",
-      "agriculture-forestry-and-fishing-forestry-and-logging":"Agriculture, forestry and fishing — forestry and logging",
-      "agriculture-forestry-and-fishing-livestock":"Agriculture, forestry and fishing — livestock",
-      "construction":"Construction",
-      "electricity-gas-water-supply-other-utility-services":"Electricity, gas, water supply & other utility services",
-      "financial-services":"Financial services",
-      "manufacturing":"Manufacturing",
-      "manufacturing-food-products-beverages-and-tobacco":"Manufacturing — Food Products, Beverages and Tobacco",
-      "manufacturing-machinery-and-equipment":"Manufacturing — Machinery and Equipment",
-      "manufacturing-metal-products":"Manufacturing — Metal Products",
-      "manufacturing-other-manufactured-goods":"Manufacturing — Other Manufactured Goods",
-      "manufacturing-textiles-apparel-and-leather-products":"Manufacturing — Textiles,  Apparel and Leather Products",
-      "mining-and-quarrying":"Mining and quarrying",
-      "other-services":"Other services",
-      "public-administration-and-defence":"Public administration and defence",
-      "real-estate-ownership-of-dwelling-professional-services":"Real estate, ownership of dwelling & professional services",
-      "total-gva-at-basic-prices":"TOTAL GVA at basic prices",
-      "trade-repair-hotels-and-restaurants":"Trade, repair, hotels and restaurants",
-      "trade-repair-hotels-and-restaurants-hotels-restaurants":"Trade, repair, hotels and restaurants — Hotels & restaurants",
-      "trade-repair-hotels-and-restaurants-trade-repair-services":"Trade, repair, hotels and restaurants — Trade & repair services",
-      "transport-storage-communication-services-related-to-broadcasting":"Transport, storage, communication & services related to broadcasting",
-      "transport-storage-communication-services-related-to-broadcasting-air-transport":"Transport, storage, communication & services related to broadcasting — Air transport",
-      "transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting":"Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting",
-      "transport-storage-communication-services-related-to-broadcasting-railways":"Transport, storage, communication & services related to broadcasting — Railways",
-      "transport-storage-communication-services-related-to-broadcasting-road-transport":"Transport, storage, communication & services related to broadcasting — Road transport",
-      "transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport":"Transport, storage, communication & services related to broadcasting — Services incidental to transport",
-      "transport-storage-communication-services-related-to-broadcasting-storage":"Transport, storage, communication & services related to broadcasting — Storage",
-      "transport-storage-communication-services-related-to-broadcasting-water-transport":"Transport, storage, communication & services related to broadcasting — Water transport"
+    "item": {
+      "agriculture-forestry-and-fishing": "Agriculture, forestry and fishing",
+      "agriculture-forestry-and-fishing-crops": "Agriculture, forestry and fishing — crops",
+      "agriculture-forestry-and-fishing-fishing-and-aquaculture": "Agriculture, forestry and fishing — fishing and aquaculture",
+      "agriculture-forestry-and-fishing-forestry-and-logging": "Agriculture, forestry and fishing — forestry and logging",
+      "agriculture-forestry-and-fishing-livestock": "Agriculture, forestry and fishing — livestock",
+      "construction": "Construction",
+      "electricity-gas-water-supply-other-utility-services": "Electricity, gas, water supply & other utility services",
+      "financial-services": "Financial services",
+      "manufacturing": "Manufacturing",
+      "manufacturing-food-products-beverages-and-tobacco": "Manufacturing — Food Products, Beverages and Tobacco",
+      "manufacturing-machinery-and-equipment": "Manufacturing — Machinery and Equipment",
+      "manufacturing-metal-products": "Manufacturing — Metal Products",
+      "manufacturing-other-manufactured-goods": "Manufacturing — Other Manufactured Goods",
+      "manufacturing-textiles-apparel-and-leather-products": "Manufacturing — Textiles,  Apparel and Leather Products",
+      "mining-and-quarrying": "Mining and quarrying",
+      "other-services": "Other services",
+      "public-administration-and-defence": "Public administration and defence",
+      "real-estate-ownership-of-dwelling-professional-services": "Real estate, ownership of dwelling & professional services",
+      "total-gva-at-basic-prices": "TOTAL GVA at basic prices",
+      "trade-repair-hotels-and-restaurants": "Trade, repair, hotels and restaurants",
+      "trade-repair-hotels-and-restaurants-hotels-restaurants": "Trade, repair, hotels and restaurants — Hotels & restaurants",
+      "trade-repair-hotels-and-restaurants-trade-repair-services": "Trade, repair, hotels and restaurants — Trade & repair services",
+      "transport-storage-communication-services-related-to-broadcasting": "Transport, storage, communication & services related to broadcasting",
+      "transport-storage-communication-services-related-to-broadcasting-air-transport": "Transport, storage, communication & services related to broadcasting — Air transport",
+      "transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting": "Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting",
+      "transport-storage-communication-services-related-to-broadcasting-railways": "Transport, storage, communication & services related to broadcasting — Railways",
+      "transport-storage-communication-services-related-to-broadcasting-road-transport": "Transport, storage, communication & services related to broadcasting — Road transport",
+      "transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport": "Transport, storage, communication & services related to broadcasting — Services incidental to transport",
+      "transport-storage-communication-services-related-to-broadcasting-storage": "Transport, storage, communication & services related to broadcasting — Storage",
+      "transport-storage-communication-services-related-to-broadcasting-water-transport": "Transport, storage, communication & services related to broadcasting — Water transport"
     }
   },
-  "name":"GROSS VALUE ADDED BY ECONOMIC ACTIVITY AT CONSTANT PRICES",
-  "series":[
+  "name": "GROSS VALUE ADDED BY ECONOMIC ACTIVITY AT CONSTANT PRICES",
+  "series": [
     {
-      "code":"1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing"
+      "code": "1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing"
       },
-      "name":"Agriculture, forestry and fishing"
+      "name": "Agriculture, forestry and fishing"
     },
     {
-      "code":"1.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-crops"
+      "code": "1.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-crops"
       },
-      "name":"Agriculture, forestry and fishing — crops"
+      "name": "Agriculture, forestry and fishing — crops"
     },
     {
-      "code":"1.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-livestock"
+      "code": "1.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-livestock"
       },
-      "name":"Agriculture, forestry and fishing — livestock"
+      "name": "Agriculture, forestry and fishing — livestock"
     },
     {
-      "code":"1.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-forestry-and-logging"
+      "code": "1.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-forestry-and-logging"
       },
-      "name":"Agriculture, forestry and fishing — forestry and logging"
+      "name": "Agriculture, forestry and fishing — forestry and logging"
     },
     {
-      "code":"1.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-fishing-and-aquaculture"
+      "code": "1.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-fishing-and-aquaculture"
       },
-      "name":"Agriculture, forestry and fishing — fishing and aquaculture"
+      "name": "Agriculture, forestry and fishing — fishing and aquaculture"
     },
     {
-      "code":"2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"mining-and-quarrying"
+      "code": "2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "mining-and-quarrying"
       },
-      "name":"Mining and quarrying"
+      "name": "Mining and quarrying"
     },
     {
-      "code":"3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"manufacturing"
+      "code": "3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "manufacturing"
       },
-      "name":"Manufacturing"
+      "name": "Manufacturing"
     },
     {
-      "code":"3.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"manufacturing-food-products-beverages-and-tobacco"
+      "code": "3.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "manufacturing-food-products-beverages-and-tobacco"
       },
-      "name":"Manufacturing — Food Products, Beverages and Tobacco"
+      "name": "Manufacturing — Food Products, Beverages and Tobacco"
     },
     {
-      "code":"3.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"manufacturing-textiles-apparel-and-leather-products"
+      "code": "3.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "manufacturing-textiles-apparel-and-leather-products"
       },
-      "name":"Manufacturing — Textiles,  Apparel and Leather Products"
+      "name": "Manufacturing — Textiles,  Apparel and Leather Products"
     },
     {
-      "code":"3.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"manufacturing-metal-products"
+      "code": "3.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "manufacturing-metal-products"
       },
-      "name":"Manufacturing — Metal Products"
+      "name": "Manufacturing — Metal Products"
     },
     {
-      "code":"3.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"manufacturing-machinery-and-equipment"
+      "code": "3.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "manufacturing-machinery-and-equipment"
       },
-      "name":"Manufacturing — Machinery and Equipment"
+      "name": "Manufacturing — Machinery and Equipment"
     },
     {
-      "code":"3.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"manufacturing-other-manufactured-goods"
+      "code": "3.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "manufacturing-other-manufactured-goods"
       },
-      "name":"Manufacturing — Other Manufactured Goods"
+      "name": "Manufacturing — Other Manufactured Goods"
     },
     {
-      "code":"4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"electricity-gas-water-supply-other-utility-services"
+      "code": "4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "electricity-gas-water-supply-other-utility-services"
       },
-      "name":"Electricity, gas, water supply & other utility services"
+      "name": "Electricity, gas, water supply & other utility services"
     },
     {
-      "code":"5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"construction"
+      "code": "5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "construction"
       },
-      "name":"Construction"
+      "name": "Construction"
     },
     {
-      "code":"6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"trade-repair-hotels-and-restaurants"
+      "code": "6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "trade-repair-hotels-and-restaurants"
       },
-      "name":"Trade, repair, hotels and restaurants"
+      "name": "Trade, repair, hotels and restaurants"
     },
     {
-      "code":"6.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"trade-repair-hotels-and-restaurants-trade-repair-services"
+      "code": "6.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "trade-repair-hotels-and-restaurants-trade-repair-services"
       },
-      "name":"Trade, repair, hotels and restaurants — Trade & repair services"
+      "name": "Trade, repair, hotels and restaurants — Trade & repair services"
     },
     {
-      "code":"6.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"trade-repair-hotels-and-restaurants-hotels-restaurants"
+      "code": "6.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "trade-repair-hotels-and-restaurants-hotels-restaurants"
       },
-      "name":"Trade, repair, hotels and restaurants — Hotels & restaurants"
+      "name": "Trade, repair, hotels and restaurants — Hotels & restaurants"
     },
     {
-      "code":"7",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting"
+      "code": "7",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting"
       },
-      "name":"Transport, storage, communication & services related to broadcasting"
+      "name": "Transport, storage, communication & services related to broadcasting"
     },
     {
-      "code":"7.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-railways"
+      "code": "7.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-railways"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Railways"
+      "name": "Transport, storage, communication & services related to broadcasting — Railways"
     },
     {
-      "code":"7.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-road-transport"
+      "code": "7.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-road-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Road transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Road transport"
     },
     {
-      "code":"7.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-water-transport"
+      "code": "7.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-water-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Water transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Water transport"
     },
     {
-      "code":"7.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-air-transport"
+      "code": "7.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-air-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Air transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Air transport"
     },
     {
-      "code":"7.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport"
+      "code": "7.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Services incidental to transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Services incidental to transport"
     },
     {
-      "code":"7.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-storage"
+      "code": "7.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-storage"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Storage"
+      "name": "Transport, storage, communication & services related to broadcasting — Storage"
     },
     {
-      "code":"7.7",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting"
+      "code": "7.7",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting"
+      "name": "Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting"
     },
     {
-      "code":"8",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"financial-services"
+      "code": "8",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "financial-services"
       },
-      "name":"Financial services"
+      "name": "Financial services"
     },
     {
-      "code":"9",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"real-estate-ownership-of-dwelling-professional-services"
+      "code": "9",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "real-estate-ownership-of-dwelling-professional-services"
       },
-      "name":"Real estate, ownership of dwelling & professional services"
+      "name": "Real estate, ownership of dwelling & professional services"
     },
     {
-      "code":"10",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-administration-and-defence"
+      "code": "10",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-administration-and-defence"
       },
-      "name":"Public administration and defence"
+      "name": "Public administration and defence"
     },
     {
-      "code":"11",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"other-services"
+      "code": "11",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "other-services"
       },
-      "name":"Other services"
+      "name": "Other services"
     },
     {
-      "code":"12",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"total-gva-at-basic-prices"
+      "code": "12",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "total-gva-at-basic-prices"
       },
-      "name":"TOTAL GVA at basic prices"
+      "name": "TOTAL GVA at basic prices"
     }
   ],
-  "source_href":"http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.5.xlsx"
+  "source_href": "http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.5.xlsx"
 }
\ No newline at end of file
diff --git a/3.5/dataset.json b/3.5/dataset.json
index 7e63433..d110edf 100644
--- a/3.5/dataset.json
+++ b/3.5/dataset.json
@@ -1,247 +1,247 @@
 {
-  "code":"3.5",
-  "dimensions_codes_order":[
+  "code": "3.5",
+  "dimensions_codes_order": [
     "FREQ",
     "item"
   ],
-  "dimensions_labels":{
-    "FREQ":"Frequency",
-    "item":"item"
+  "dimensions_labels": {
+    "FREQ": "Frequency",
+    "item": "item"
   },
-  "dimensions_values_labels":{
-    "FREQ":{
-      "A":"Annualy"
-    },
-    "item":{
-      "agriculture-forestry-and-fishing":"Agriculture, forestry and fishing",
-      "agriculture-forestry-and-fishing-crops":"Agriculture, forestry and fishing — crops",
-      "agriculture-forestry-and-fishing-fishing-and-aquaculture":"Agriculture, forestry and fishing — fishing and aquaculture",
-      "agriculture-forestry-and-fishing-forestry-and-logging":"Agriculture, forestry and fishing — forestry and logging",
-      "agriculture-forestry-and-fishing-livestock":"Agriculture, forestry and fishing — livestock",
-      "construction":"Construction",
-      "electricity-gas-water-supply-other-utility-services":"Electricity, gas, water supply & other utility services",
-      "financial-services":"Financial services",
-      "manufacturing":"Manufacturing",
-      "mining-and-quarrying":"Mining and quarrying",
-      "other-services":"Other services",
-      "public-administration-and-defence":"Public administration and defence",
-      "real-estate-ownership-of-dwelling-professional-services":"Real estate, ownership of dwelling & professional services",
-      "total-nva-at-basic-prices":"TOTAL NVA at basic prices",
-      "trade-repair-hotels-and-restaurants":"Trade, repair, hotels and restaurants",
-      "trade-repair-hotels-and-restaurants-hotels-restaurants":"Trade, repair, hotels and restaurants — Hotels & restaurants",
-      "trade-repair-hotels-and-restaurants-trade-repair-services":"Trade, repair, hotels and restaurants — Trade & repair services",
-      "transport-storage-communication-services-related-to-broadcasting":"Transport, storage, communication & services related to broadcasting",
-      "transport-storage-communication-services-related-to-broadcasting-air-transport":"Transport, storage, communication & services related to broadcasting — Air transport",
-      "transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting":"Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting",
-      "transport-storage-communication-services-related-to-broadcasting-railways":"Transport, storage, communication & services related to broadcasting — Railways",
-      "transport-storage-communication-services-related-to-broadcasting-road-transport":"Transport, storage, communication & services related to broadcasting — Road transport",
-      "transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport":"Transport, storage, communication & services related to broadcasting — Services incidental to transport",
-      "transport-storage-communication-services-related-to-broadcasting-storage":"Transport, storage, communication & services related to broadcasting — Storage",
-      "transport-storage-communication-services-related-to-broadcasting-water-transport":"Transport, storage, communication & services related to broadcasting — Water transport"
+  "dimensions_values_labels": {
+    "FREQ": {
+      "A": "Annualy"
+    },
+    "item": {
+      "agriculture-forestry-and-fishing": "Agriculture, forestry and fishing",
+      "agriculture-forestry-and-fishing-crops": "Agriculture, forestry and fishing — crops",
+      "agriculture-forestry-and-fishing-fishing-and-aquaculture": "Agriculture, forestry and fishing — fishing and aquaculture",
+      "agriculture-forestry-and-fishing-forestry-and-logging": "Agriculture, forestry and fishing — forestry and logging",
+      "agriculture-forestry-and-fishing-livestock": "Agriculture, forestry and fishing — livestock",
+      "construction": "Construction",
+      "electricity-gas-water-supply-other-utility-services": "Electricity, gas, water supply & other utility services",
+      "financial-services": "Financial services",
+      "manufacturing": "Manufacturing",
+      "mining-and-quarrying": "Mining and quarrying",
+      "other-services": "Other services",
+      "public-administration-and-defence": "Public administration and defence",
+      "real-estate-ownership-of-dwelling-professional-services": "Real estate, ownership of dwelling & professional services",
+      "total-nva-at-basic-prices": "TOTAL NVA at basic prices",
+      "trade-repair-hotels-and-restaurants": "Trade, repair, hotels and restaurants",
+      "trade-repair-hotels-and-restaurants-hotels-restaurants": "Trade, repair, hotels and restaurants — Hotels & restaurants",
+      "trade-repair-hotels-and-restaurants-trade-repair-services": "Trade, repair, hotels and restaurants — Trade & repair services",
+      "transport-storage-communication-services-related-to-broadcasting": "Transport, storage, communication & services related to broadcasting",
+      "transport-storage-communication-services-related-to-broadcasting-air-transport": "Transport, storage, communication & services related to broadcasting — Air transport",
+      "transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting": "Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting",
+      "transport-storage-communication-services-related-to-broadcasting-railways": "Transport, storage, communication & services related to broadcasting — Railways",
+      "transport-storage-communication-services-related-to-broadcasting-road-transport": "Transport, storage, communication & services related to broadcasting — Road transport",
+      "transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport": "Transport, storage, communication & services related to broadcasting — Services incidental to transport",
+      "transport-storage-communication-services-related-to-broadcasting-storage": "Transport, storage, communication & services related to broadcasting — Storage",
+      "transport-storage-communication-services-related-to-broadcasting-water-transport": "Transport, storage, communication & services related to broadcasting — Water transport"
     }
   },
-  "name":"NET VALUE ADDED  BY ECONOMIC ACTIVITY AT CURRENT PRICES",
-  "series":[
+  "name": "NET VALUE ADDED  BY ECONOMIC ACTIVITY AT CURRENT PRICES",
+  "series": [
     {
-      "code":"1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing"
+      "code": "1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing"
       },
-      "name":"Agriculture, forestry and fishing"
+      "name": "Agriculture, forestry and fishing"
     },
     {
-      "code":"1.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-crops"
+      "code": "1.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-crops"
       },
-      "name":"Agriculture, forestry and fishing — crops"
+      "name": "Agriculture, forestry and fishing — crops"
     },
     {
-      "code":"1.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-livestock"
+      "code": "1.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-livestock"
       },
-      "name":"Agriculture, forestry and fishing — livestock"
+      "name": "Agriculture, forestry and fishing — livestock"
     },
     {
-      "code":"1.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-forestry-and-logging"
+      "code": "1.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-forestry-and-logging"
       },
-      "name":"Agriculture, forestry and fishing — forestry and logging"
+      "name": "Agriculture, forestry and fishing — forestry and logging"
     },
     {
-      "code":"1.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-fishing-and-aquaculture"
+      "code": "1.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-fishing-and-aquaculture"
       },
-      "name":"Agriculture, forestry and fishing — fishing and aquaculture"
+      "name": "Agriculture, forestry and fishing — fishing and aquaculture"
     },
     {
-      "code":"2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"mining-and-quarrying"
+      "code": "2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "mining-and-quarrying"
       },
-      "name":"Mining and quarrying"
+      "name": "Mining and quarrying"
     },
     {
-      "code":"3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"manufacturing"
+      "code": "3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "manufacturing"
       },
-      "name":"Manufacturing"
+      "name": "Manufacturing"
     },
     {
-      "code":"4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"electricity-gas-water-supply-other-utility-services"
+      "code": "4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "electricity-gas-water-supply-other-utility-services"
       },
-      "name":"Electricity, gas, water supply & other utility services"
+      "name": "Electricity, gas, water supply & other utility services"
     },
     {
-      "code":"5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"construction"
+      "code": "5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "construction"
       },
-      "name":"Construction"
+      "name": "Construction"
     },
     {
-      "code":"6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"trade-repair-hotels-and-restaurants"
+      "code": "6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "trade-repair-hotels-and-restaurants"
       },
-      "name":"Trade, repair, hotels and restaurants"
+      "name": "Trade, repair, hotels and restaurants"
     },
     {
-      "code":"6.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"trade-repair-hotels-and-restaurants-trade-repair-services"
+      "code": "6.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "trade-repair-hotels-and-restaurants-trade-repair-services"
       },
-      "name":"Trade, repair, hotels and restaurants — Trade & repair services"
+      "name": "Trade, repair, hotels and restaurants — Trade & repair services"
     },
     {
-      "code":"6.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"trade-repair-hotels-and-restaurants-hotels-restaurants"
+      "code": "6.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "trade-repair-hotels-and-restaurants-hotels-restaurants"
       },
-      "name":"Trade, repair, hotels and restaurants — Hotels & restaurants"
+      "name": "Trade, repair, hotels and restaurants — Hotels & restaurants"
     },
     {
-      "code":"7",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting"
+      "code": "7",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting"
       },
-      "name":"Transport, storage, communication & services related to broadcasting"
+      "name": "Transport, storage, communication & services related to broadcasting"
     },
     {
-      "code":"7.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-railways"
+      "code": "7.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-railways"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Railways"
+      "name": "Transport, storage, communication & services related to broadcasting — Railways"
     },
     {
-      "code":"7.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-road-transport"
+      "code": "7.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-road-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Road transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Road transport"
     },
     {
-      "code":"7.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-water-transport"
+      "code": "7.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-water-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Water transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Water transport"
     },
     {
-      "code":"7.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-air-transport"
+      "code": "7.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-air-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Air transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Air transport"
     },
     {
-      "code":"7.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport"
+      "code": "7.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Services incidental to transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Services incidental to transport"
     },
     {
-      "code":"7.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-storage"
+      "code": "7.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-storage"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Storage"
+      "name": "Transport, storage, communication & services related to broadcasting — Storage"
     },
     {
-      "code":"7.7",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting"
+      "code": "7.7",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting"
+      "name": "Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting"
     },
     {
-      "code":"8",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"financial-services"
+      "code": "8",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "financial-services"
       },
-      "name":"Financial services"
+      "name": "Financial services"
     },
     {
-      "code":"9",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"real-estate-ownership-of-dwelling-professional-services"
+      "code": "9",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "real-estate-ownership-of-dwelling-professional-services"
       },
-      "name":"Real estate, ownership of dwelling & professional services"
+      "name": "Real estate, ownership of dwelling & professional services"
     },
     {
-      "code":"10",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-administration-and-defence"
+      "code": "10",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-administration-and-defence"
       },
-      "name":"Public administration and defence"
+      "name": "Public administration and defence"
     },
     {
-      "code":"11",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"other-services"
+      "code": "11",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "other-services"
       },
-      "name":"Other services"
+      "name": "Other services"
     },
     {
-      "code":"12",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"total-nva-at-basic-prices"
+      "code": "12",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "total-nva-at-basic-prices"
       },
-      "name":"TOTAL NVA at basic prices"
+      "name": "TOTAL NVA at basic prices"
     }
   ],
-  "source_href":"http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.6.xlsx"
+  "source_href": "http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.6.xlsx"
 }
\ No newline at end of file
diff --git a/3.6/dataset.json b/3.6/dataset.json
index e4b5b24..3692720 100644
--- a/3.6/dataset.json
+++ b/3.6/dataset.json
@@ -1,247 +1,247 @@
 {
-  "code":"3.6",
-  "dimensions_codes_order":[
+  "code": "3.6",
+  "dimensions_codes_order": [
     "FREQ",
     "item"
   ],
-  "dimensions_labels":{
-    "FREQ":"Frequency",
-    "item":"item"
+  "dimensions_labels": {
+    "FREQ": "Frequency",
+    "item": "item"
   },
-  "dimensions_values_labels":{
-    "FREQ":{
-      "A":"Annualy"
-    },
-    "item":{
-      "agriculture-forestry-and-fishing":"Agriculture, forestry and fishing",
-      "agriculture-forestry-and-fishing-crops":"Agriculture, forestry and fishing — crops",
-      "agriculture-forestry-and-fishing-fishing-and-aquaculture":"Agriculture, forestry and fishing — fishing and aquaculture",
-      "agriculture-forestry-and-fishing-forestry-and-logging":"Agriculture, forestry and fishing — forestry and logging",
-      "agriculture-forestry-and-fishing-livestock":"Agriculture, forestry and fishing — livestock",
-      "construction":"Construction",
-      "electricity-gas-water-supply-other-utility-services":"Electricity, gas, water supply & other utility services",
-      "financial-services":"Financial services",
-      "manufacturing":"Manufacturing",
-      "mining-and-quarrying":"Mining and quarrying",
-      "other-services":"Other services",
-      "public-administration-and-defence":"Public administration and defence",
-      "real-estate-ownership-of-dwelling-professional-services":"Real estate, ownership of dwelling & professional services",
-      "total-nva-at-basic-prices":"TOTAL NVA at basic prices",
-      "trade-repair-hotels-and-restaurants":"Trade, repair, hotels and restaurants",
-      "trade-repair-hotels-and-restaurants-hotels-restaurants":"Trade, repair, hotels and restaurants — Hotels & restaurants",
-      "trade-repair-hotels-and-restaurants-trade-repair-services":"Trade, repair, hotels and restaurants — Trade & repair services",
-      "transport-storage-communication-services-related-to-broadcasting":"Transport, storage, communication & services related to broadcasting",
-      "transport-storage-communication-services-related-to-broadcasting-air-transport":"Transport, storage, communication & services related to broadcasting — Air transport",
-      "transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting":"Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting",
-      "transport-storage-communication-services-related-to-broadcasting-railways":"Transport, storage, communication & services related to broadcasting — Railways",
-      "transport-storage-communication-services-related-to-broadcasting-road-transport":"Transport, storage, communication & services related to broadcasting — Road transport",
-      "transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport":"Transport, storage, communication & services related to broadcasting — Services incidental to transport",
-      "transport-storage-communication-services-related-to-broadcasting-storage":"Transport, storage, communication & services related to broadcasting — Storage",
-      "transport-storage-communication-services-related-to-broadcasting-water-transport":"Transport, storage, communication & services related to broadcasting — Water transport"
+  "dimensions_values_labels": {
+    "FREQ": {
+      "A": "Annualy"
+    },
+    "item": {
+      "agriculture-forestry-and-fishing": "Agriculture, forestry and fishing",
+      "agriculture-forestry-and-fishing-crops": "Agriculture, forestry and fishing — crops",
+      "agriculture-forestry-and-fishing-fishing-and-aquaculture": "Agriculture, forestry and fishing — fishing and aquaculture",
+      "agriculture-forestry-and-fishing-forestry-and-logging": "Agriculture, forestry and fishing — forestry and logging",
+      "agriculture-forestry-and-fishing-livestock": "Agriculture, forestry and fishing — livestock",
+      "construction": "Construction",
+      "electricity-gas-water-supply-other-utility-services": "Electricity, gas, water supply & other utility services",
+      "financial-services": "Financial services",
+      "manufacturing": "Manufacturing",
+      "mining-and-quarrying": "Mining and quarrying",
+      "other-services": "Other services",
+      "public-administration-and-defence": "Public administration and defence",
+      "real-estate-ownership-of-dwelling-professional-services": "Real estate, ownership of dwelling & professional services",
+      "total-nva-at-basic-prices": "TOTAL NVA at basic prices",
+      "trade-repair-hotels-and-restaurants": "Trade, repair, hotels and restaurants",
+      "trade-repair-hotels-and-restaurants-hotels-restaurants": "Trade, repair, hotels and restaurants — Hotels & restaurants",
+      "trade-repair-hotels-and-restaurants-trade-repair-services": "Trade, repair, hotels and restaurants — Trade & repair services",
+      "transport-storage-communication-services-related-to-broadcasting": "Transport, storage, communication & services related to broadcasting",
+      "transport-storage-communication-services-related-to-broadcasting-air-transport": "Transport, storage, communication & services related to broadcasting — Air transport",
+      "transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting": "Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting",
+      "transport-storage-communication-services-related-to-broadcasting-railways": "Transport, storage, communication & services related to broadcasting — Railways",
+      "transport-storage-communication-services-related-to-broadcasting-road-transport": "Transport, storage, communication & services related to broadcasting — Road transport",
+      "transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport": "Transport, storage, communication & services related to broadcasting — Services incidental to transport",
+      "transport-storage-communication-services-related-to-broadcasting-storage": "Transport, storage, communication & services related to broadcasting — Storage",
+      "transport-storage-communication-services-related-to-broadcasting-water-transport": "Transport, storage, communication & services related to broadcasting — Water transport"
     }
   },
-  "name":"NET VALUE ADDED BY ECONOMIC ACTIVITY AT CONSTANT (2011-12) PRICES",
-  "series":[
+  "name": "NET VALUE ADDED BY ECONOMIC ACTIVITY AT CONSTANT (2011-12) PRICES",
+  "series": [
     {
-      "code":"1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing"
+      "code": "1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing"
       },
-      "name":"Agriculture, forestry and fishing"
+      "name": "Agriculture, forestry and fishing"
     },
     {
-      "code":"1.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-crops"
+      "code": "1.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-crops"
       },
-      "name":"Agriculture, forestry and fishing — crops"
+      "name": "Agriculture, forestry and fishing — crops"
     },
     {
-      "code":"1.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-livestock"
+      "code": "1.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-livestock"
       },
-      "name":"Agriculture, forestry and fishing — livestock"
+      "name": "Agriculture, forestry and fishing — livestock"
     },
     {
-      "code":"1.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-forestry-and-logging"
+      "code": "1.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-forestry-and-logging"
       },
-      "name":"Agriculture, forestry and fishing — forestry and logging"
+      "name": "Agriculture, forestry and fishing — forestry and logging"
     },
     {
-      "code":"1.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"agriculture-forestry-and-fishing-fishing-and-aquaculture"
+      "code": "1.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "agriculture-forestry-and-fishing-fishing-and-aquaculture"
       },
-      "name":"Agriculture, forestry and fishing — fishing and aquaculture"
+      "name": "Agriculture, forestry and fishing — fishing and aquaculture"
     },
     {
-      "code":"2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"mining-and-quarrying"
+      "code": "2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "mining-and-quarrying"
       },
-      "name":"Mining and quarrying"
+      "name": "Mining and quarrying"
     },
     {
-      "code":"3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"manufacturing"
+      "code": "3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "manufacturing"
       },
-      "name":"Manufacturing"
+      "name": "Manufacturing"
     },
     {
-      "code":"4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"electricity-gas-water-supply-other-utility-services"
+      "code": "4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "electricity-gas-water-supply-other-utility-services"
       },
-      "name":"Electricity, gas, water supply & other utility services"
+      "name": "Electricity, gas, water supply & other utility services"
     },
     {
-      "code":"5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"construction"
+      "code": "5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "construction"
       },
-      "name":"Construction"
+      "name": "Construction"
     },
     {
-      "code":"6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"trade-repair-hotels-and-restaurants"
+      "code": "6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "trade-repair-hotels-and-restaurants"
       },
-      "name":"Trade, repair, hotels and restaurants"
+      "name": "Trade, repair, hotels and restaurants"
     },
     {
-      "code":"6.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"trade-repair-hotels-and-restaurants-trade-repair-services"
+      "code": "6.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "trade-repair-hotels-and-restaurants-trade-repair-services"
       },
-      "name":"Trade, repair, hotels and restaurants — Trade & repair services"
+      "name": "Trade, repair, hotels and restaurants — Trade & repair services"
     },
     {
-      "code":"6.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"trade-repair-hotels-and-restaurants-hotels-restaurants"
+      "code": "6.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "trade-repair-hotels-and-restaurants-hotels-restaurants"
       },
-      "name":"Trade, repair, hotels and restaurants — Hotels & restaurants"
+      "name": "Trade, repair, hotels and restaurants — Hotels & restaurants"
     },
     {
-      "code":"7",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting"
+      "code": "7",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting"
       },
-      "name":"Transport, storage, communication & services related to broadcasting"
+      "name": "Transport, storage, communication & services related to broadcasting"
     },
     {
-      "code":"7.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-railways"
+      "code": "7.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-railways"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Railways"
+      "name": "Transport, storage, communication & services related to broadcasting — Railways"
     },
     {
-      "code":"7.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-road-transport"
+      "code": "7.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-road-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Road transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Road transport"
     },
     {
-      "code":"7.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-water-transport"
+      "code": "7.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-water-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Water transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Water transport"
     },
     {
-      "code":"7.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-air-transport"
+      "code": "7.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-air-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Air transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Air transport"
     },
     {
-      "code":"7.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport"
+      "code": "7.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-services-incidental-to-transport"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Services incidental to transport"
+      "name": "Transport, storage, communication & services related to broadcasting — Services incidental to transport"
     },
     {
-      "code":"7.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-storage"
+      "code": "7.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-storage"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Storage"
+      "name": "Transport, storage, communication & services related to broadcasting — Storage"
     },
     {
-      "code":"7.7",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting"
+      "code": "7.7",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "transport-storage-communication-services-related-to-broadcasting-communication-services-related-to-broadcasting"
       },
-      "name":"Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting"
+      "name": "Transport, storage, communication & services related to broadcasting — Communication & services related to broadcasting"
     },
     {
-      "code":"8",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"financial-services"
+      "code": "8",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "financial-services"
       },
-      "name":"Financial services"
+      "name": "Financial services"
     },
     {
-      "code":"9",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"real-estate-ownership-of-dwelling-professional-services"
+      "code": "9",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "real-estate-ownership-of-dwelling-professional-services"
       },
-      "name":"Real estate, ownership of dwelling & professional services"
+      "name": "Real estate, ownership of dwelling & professional services"
     },
     {
-      "code":"10",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"public-administration-and-defence"
+      "code": "10",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "public-administration-and-defence"
       },
-      "name":"Public administration and defence"
+      "name": "Public administration and defence"
     },
     {
-      "code":"11",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"other-services"
+      "code": "11",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "other-services"
       },
-      "name":"Other services"
+      "name": "Other services"
     },
     {
-      "code":"12",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"total-nva-at-basic-prices"
+      "code": "12",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "total-nva-at-basic-prices"
       },
-      "name":"TOTAL NVA at basic prices"
+      "name": "TOTAL NVA at basic prices"
     }
   ],
-  "source_href":"http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.7.xlsx"
+  "source_href": "http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.7.xlsx"
 }
\ No newline at end of file
diff --git a/3.7/dataset.json b/3.7/dataset.json
index 7611ad6..0be2222 100644
--- a/3.7/dataset.json
+++ b/3.7/dataset.json
@@ -1,202 +1,202 @@
 {
-  "code":"3.7",
-  "dimensions_codes_order":[
+  "code": "3.7",
+  "dimensions_codes_order": [
     "FREQ",
     "item"
   ],
-  "dimensions_labels":{
-    "FREQ":"Frequency",
-    "item":"item"
+  "dimensions_labels": {
+    "FREQ": "Frequency",
+    "item": "item"
   },
-  "dimensions_values_labels":{
-    "FREQ":{
-      "A":"Annualy"
-    },
-    "item":{
-      "by-durability-durable-goods":"By durability — Durable goods",
-      "by-durability-non-durable-goods":"By durability — Non-durable goods",
-      "by-durability-semi-durable-goods":"By durability — Semi-durable goods",
-      "by-durability-services":"By durability — Services",
-      "by-purpose-alcoholic-beverages-tobacco-and-narcotics":"By purpose — Alcoholic beverages, tobacco and narcotics",
-      "by-purpose-clothing-and-footwear":"By purpose — Clothing and footwear",
-      "by-purpose-communication":"By purpose — Communication",
-      "by-purpose-education":"By purpose — Education",
-      "by-purpose-food-and-non-alcoholic-beverages":"By purpose — Food and non-alcoholic beverages",
-      "by-purpose-furnishings-household-equipment-and-routine-household-maintenance":"By purpose — Furnishings, household equipment and routine household maintenance",
-      "by-purpose-health":"By purpose — Health",
-      "by-purpose-housing-water-electricity-gas-and-other-fuels":"By purpose — Housing, water, electricity, gas and other fuels",
-      "by-purpose-miscellaneous-goods-and-services":"By purpose — Miscellaneous goods and services",
-      "by-purpose-recreation-and-culture":"By purpose — Recreation and culture",
-      "by-purpose-restaurants-and-hotels":"By purpose — Restaurants and hotels",
-      "by-purpose-transport":"By purpose — Transport",
-      "private-final-consumption-expenditure-3-4-1-4-2":"Private Final Consumption Expenditure (3+4.1-4.2)",
-      "private-final-consumption-expenditure-in-domestic-market":"Private Final Consumption Expenditure in domestic market",
-      "private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-non-resident-households-in-the-economic-territory":"Private Final Consumption Expenditure in domestic market — Final consumption expenditure of non-resident households in the economic territory",
-      "private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-resident-households-in-the-rest-of-the-world":"Private Final Consumption Expenditure in domestic market — Final consumption expenditure of resident households in the rest of the world"
+  "dimensions_values_labels": {
+    "FREQ": {
+      "A": "Annualy"
+    },
+    "item": {
+      "by-durability-durable-goods": "By durability — Durable goods",
+      "by-durability-non-durable-goods": "By durability — Non-durable goods",
+      "by-durability-semi-durable-goods": "By durability — Semi-durable goods",
+      "by-durability-services": "By durability — Services",
+      "by-purpose-alcoholic-beverages-tobacco-and-narcotics": "By purpose — Alcoholic beverages, tobacco and narcotics",
+      "by-purpose-clothing-and-footwear": "By purpose — Clothing and footwear",
+      "by-purpose-communication": "By purpose — Communication",
+      "by-purpose-education": "By purpose — Education",
+      "by-purpose-food-and-non-alcoholic-beverages": "By purpose — Food and non-alcoholic beverages",
+      "by-purpose-furnishings-household-equipment-and-routine-household-maintenance": "By purpose — Furnishings, household equipment and routine household maintenance",
+      "by-purpose-health": "By purpose — Health",
+      "by-purpose-housing-water-electricity-gas-and-other-fuels": "By purpose — Housing, water, electricity, gas and other fuels",
+      "by-purpose-miscellaneous-goods-and-services": "By purpose — Miscellaneous goods and services",
+      "by-purpose-recreation-and-culture": "By purpose — Recreation and culture",
+      "by-purpose-restaurants-and-hotels": "By purpose — Restaurants and hotels",
+      "by-purpose-transport": "By purpose — Transport",
+      "private-final-consumption-expenditure-3-4-1-4-2": "Private Final Consumption Expenditure (3+4.1-4.2)",
+      "private-final-consumption-expenditure-in-domestic-market": "Private Final Consumption Expenditure in domestic market",
+      "private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-non-resident-households-in-the-economic-territory": "Private Final Consumption Expenditure in domestic market — Final consumption expenditure of non-resident households in the economic territory",
+      "private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-resident-households-in-the-rest-of-the-world": "Private Final Consumption Expenditure in domestic market — Final consumption expenditure of resident households in the rest of the world"
     }
   },
-  "name":"PRIVATE FINAL CONSUMPTION EXPENDITURE  IN DOMESTIC MARKET",
-  "series":[
+  "name": "PRIVATE FINAL CONSUMPTION EXPENDITURE  IN DOMESTIC MARKET",
+  "series": [
     {
-      "code":"1.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-food-and-non-alcoholic-beverages"
+      "code": "1.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-food-and-non-alcoholic-beverages"
       },
-      "name":"By purpose — Food and non-alcoholic beverages"
+      "name": "By purpose — Food and non-alcoholic beverages"
     },
     {
-      "code":"1.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-alcoholic-beverages-tobacco-and-narcotics"
+      "code": "1.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-alcoholic-beverages-tobacco-and-narcotics"
       },
-      "name":"By purpose — Alcoholic beverages, tobacco and narcotics"
+      "name": "By purpose — Alcoholic beverages, tobacco and narcotics"
     },
     {
-      "code":"1.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-clothing-and-footwear"
+      "code": "1.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-clothing-and-footwear"
       },
-      "name":"By purpose — Clothing and footwear"
+      "name": "By purpose — Clothing and footwear"
     },
     {
-      "code":"1.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-housing-water-electricity-gas-and-other-fuels"
+      "code": "1.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-housing-water-electricity-gas-and-other-fuels"
       },
-      "name":"By purpose — Housing, water, electricity, gas and other fuels"
+      "name": "By purpose — Housing, water, electricity, gas and other fuels"
     },
     {
-      "code":"1.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-furnishings-household-equipment-and-routine-household-maintenance"
+      "code": "1.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-furnishings-household-equipment-and-routine-household-maintenance"
       },
-      "name":"By purpose — Furnishings, household equipment and routine household maintenance"
+      "name": "By purpose — Furnishings, household equipment and routine household maintenance"
     },
     {
-      "code":"1.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-health"
+      "code": "1.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-health"
       },
-      "name":"By purpose — Health"
+      "name": "By purpose — Health"
     },
     {
-      "code":"1.7",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-transport"
+      "code": "1.7",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-transport"
       },
-      "name":"By purpose — Transport"
+      "name": "By purpose — Transport"
     },
     {
-      "code":"1.8",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-communication"
+      "code": "1.8",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-communication"
       },
-      "name":"By purpose — Communication"
+      "name": "By purpose — Communication"
     },
     {
-      "code":"1.9",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-recreation-and-culture"
+      "code": "1.9",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-recreation-and-culture"
       },
-      "name":"By purpose — Recreation and culture"
+      "name": "By purpose — Recreation and culture"
     },
     {
-      "code":"1.10",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-education"
+      "code": "1.10",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-education"
       },
-      "name":"By purpose — Education"
+      "name": "By purpose — Education"
     },
     {
-      "code":"1.11",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-restaurants-and-hotels"
+      "code": "1.11",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-restaurants-and-hotels"
       },
-      "name":"By purpose — Restaurants and hotels"
+      "name": "By purpose — Restaurants and hotels"
     },
     {
-      "code":"1.12",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-miscellaneous-goods-and-services"
+      "code": "1.12",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-miscellaneous-goods-and-services"
       },
-      "name":"By purpose — Miscellaneous goods and services"
+      "name": "By purpose — Miscellaneous goods and services"
     },
     {
-      "code":"2.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-durability-durable-goods"
+      "code": "2.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-durability-durable-goods"
       },
-      "name":"By durability — Durable goods"
+      "name": "By durability — Durable goods"
     },
     {
-      "code":"2.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-durability-semi-durable-goods"
+      "code": "2.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-durability-semi-durable-goods"
       },
-      "name":"By durability — Semi-durable goods"
+      "name": "By durability — Semi-durable goods"
     },
     {
-      "code":"2.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-durability-non-durable-goods"
+      "code": "2.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-durability-non-durable-goods"
       },
-      "name":"By durability — Non-durable goods"
+      "name": "By durability — Non-durable goods"
     },
     {
-      "code":"2.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-durability-services"
+      "code": "2.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-durability-services"
       },
-      "name":"By durability — Services"
+      "name": "By durability — Services"
     },
     {
-      "code":"3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-final-consumption-expenditure-in-domestic-market"
+      "code": "3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-final-consumption-expenditure-in-domestic-market"
       },
-      "name":"Private Final Consumption Expenditure in domestic market"
+      "name": "Private Final Consumption Expenditure in domestic market"
     },
     {
-      "code":"4.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-resident-households-in-the-rest-of-the-world"
+      "code": "4.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-resident-households-in-the-rest-of-the-world"
       },
-      "name":"Private Final Consumption Expenditure in domestic market — Final consumption expenditure of resident households in the rest of the world"
+      "name": "Private Final Consumption Expenditure in domestic market — Final consumption expenditure of resident households in the rest of the world"
     },
     {
-      "code":"4.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-non-resident-households-in-the-economic-territory"
+      "code": "4.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-non-resident-households-in-the-economic-territory"
       },
-      "name":"Private Final Consumption Expenditure in domestic market — Final consumption expenditure of non-resident households in the economic territory"
+      "name": "Private Final Consumption Expenditure in domestic market — Final consumption expenditure of non-resident households in the economic territory"
     },
     {
-      "code":"5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-final-consumption-expenditure-3-4-1-4-2"
+      "code": "5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-final-consumption-expenditure-3-4-1-4-2"
       },
-      "name":"Private Final Consumption Expenditure (3+4.1-4.2)"
+      "name": "Private Final Consumption Expenditure (3+4.1-4.2)"
     }
   ],
-  "source_href":"http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.8.xlsx"
+  "source_href": "http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.8.xlsx"
 }
\ No newline at end of file
diff --git a/3.8/dataset.json b/3.8/dataset.json
index c3accbd..4cded5c 100644
--- a/3.8/dataset.json
+++ b/3.8/dataset.json
@@ -1,202 +1,202 @@
 {
-  "code":"3.8",
-  "dimensions_codes_order":[
+  "code": "3.8",
+  "dimensions_codes_order": [
     "FREQ",
     "item"
   ],
-  "dimensions_labels":{
-    "FREQ":"Frequency",
-    "item":"item"
+  "dimensions_labels": {
+    "FREQ": "Frequency",
+    "item": "item"
   },
-  "dimensions_values_labels":{
-    "FREQ":{
-      "A":"Annualy"
-    },
-    "item":{
-      "by-durability-durable-goods":"By durability — Durable goods",
-      "by-durability-non-durable-goods":"By durability — Non-durable goods",
-      "by-durability-semi-durable-goods":"By durability — Semi-durable goods",
-      "by-durability-services":"By durability — Services",
-      "by-purpose-alcoholic-beverages-tobacco-and-narcotics":"By purpose — Alcoholic beverages, tobacco and narcotics",
-      "by-purpose-clothing-and-footwear":"By purpose — Clothing and footwear",
-      "by-purpose-communication":"By purpose — Communication",
-      "by-purpose-education":"By purpose — Education",
-      "by-purpose-food-and-non-alcoholic-beverages":"By purpose — Food and non-alcoholic beverages",
-      "by-purpose-furnishings-household-equipment-and-routine-household-maintenance":"By purpose — Furnishings, household equipment and routine household maintenance",
-      "by-purpose-health":"By purpose — Health",
-      "by-purpose-housing-water-electricity-gas-and-other-fuels":"By purpose — Housing, water, electricity, gas and other fuels",
-      "by-purpose-miscellaneous-goods-and-services":"By purpose — Miscellaneous goods and services",
-      "by-purpose-recreation-and-culture":"By purpose — Recreation and culture",
-      "by-purpose-restaurants-and-hotels":"By purpose — Restaurants and hotels",
-      "by-purpose-transport":"By purpose — Transport",
-      "private-final-consumption-expenditure-3-4-1-4-2":"Private Final Consumption Expenditure (3+4.1-4.2)",
-      "private-final-consumption-expenditure-in-domestic-market":"Private Final Consumption Expenditure in domestic market",
-      "private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-non-resident-households-in-the-economic-territory":"Private Final Consumption Expenditure in domestic market — Final consumption expenditure of non-resident households in the economic territory",
-      "private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-resident-households-in-the-rest-of-the-world":"Private Final Consumption Expenditure in domestic market — Final consumption expenditure of resident households in the rest of the world"
+  "dimensions_values_labels": {
+    "FREQ": {
+      "A": "Annualy"
+    },
+    "item": {
+      "by-durability-durable-goods": "By durability — Durable goods",
+      "by-durability-non-durable-goods": "By durability — Non-durable goods",
+      "by-durability-semi-durable-goods": "By durability — Semi-durable goods",
+      "by-durability-services": "By durability — Services",
+      "by-purpose-alcoholic-beverages-tobacco-and-narcotics": "By purpose — Alcoholic beverages, tobacco and narcotics",
+      "by-purpose-clothing-and-footwear": "By purpose — Clothing and footwear",
+      "by-purpose-communication": "By purpose — Communication",
+      "by-purpose-education": "By purpose — Education",
+      "by-purpose-food-and-non-alcoholic-beverages": "By purpose — Food and non-alcoholic beverages",
+      "by-purpose-furnishings-household-equipment-and-routine-household-maintenance": "By purpose — Furnishings, household equipment and routine household maintenance",
+      "by-purpose-health": "By purpose — Health",
+      "by-purpose-housing-water-electricity-gas-and-other-fuels": "By purpose — Housing, water, electricity, gas and other fuels",
+      "by-purpose-miscellaneous-goods-and-services": "By purpose — Miscellaneous goods and services",
+      "by-purpose-recreation-and-culture": "By purpose — Recreation and culture",
+      "by-purpose-restaurants-and-hotels": "By purpose — Restaurants and hotels",
+      "by-purpose-transport": "By purpose — Transport",
+      "private-final-consumption-expenditure-3-4-1-4-2": "Private Final Consumption Expenditure (3+4.1-4.2)",
+      "private-final-consumption-expenditure-in-domestic-market": "Private Final Consumption Expenditure in domestic market",
+      "private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-non-resident-households-in-the-economic-territory": "Private Final Consumption Expenditure in domestic market — Final consumption expenditure of non-resident households in the economic territory",
+      "private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-resident-households-in-the-rest-of-the-world": "Private Final Consumption Expenditure in domestic market — Final consumption expenditure of resident households in the rest of the world"
     }
   },
-  "name":"PRIVATE FINAL CONSUMPTION EXPENDITURE  IN DOMESTIC MARKET",
-  "series":[
+  "name": "PRIVATE FINAL CONSUMPTION EXPENDITURE  IN DOMESTIC MARKET",
+  "series": [
     {
-      "code":"1.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-food-and-non-alcoholic-beverages"
+      "code": "1.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-food-and-non-alcoholic-beverages"
       },
-      "name":"By purpose — Food and non-alcoholic beverages"
+      "name": "By purpose — Food and non-alcoholic beverages"
     },
     {
-      "code":"1.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-alcoholic-beverages-tobacco-and-narcotics"
+      "code": "1.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-alcoholic-beverages-tobacco-and-narcotics"
       },
-      "name":"By purpose — Alcoholic beverages, tobacco and narcotics"
+      "name": "By purpose — Alcoholic beverages, tobacco and narcotics"
     },
     {
-      "code":"1.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-clothing-and-footwear"
+      "code": "1.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-clothing-and-footwear"
       },
-      "name":"By purpose — Clothing and footwear"
+      "name": "By purpose — Clothing and footwear"
     },
     {
-      "code":"1.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-housing-water-electricity-gas-and-other-fuels"
+      "code": "1.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-housing-water-electricity-gas-and-other-fuels"
       },
-      "name":"By purpose — Housing, water, electricity, gas and other fuels"
+      "name": "By purpose — Housing, water, electricity, gas and other fuels"
     },
     {
-      "code":"1.5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-furnishings-household-equipment-and-routine-household-maintenance"
+      "code": "1.5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-furnishings-household-equipment-and-routine-household-maintenance"
       },
-      "name":"By purpose — Furnishings, household equipment and routine household maintenance"
+      "name": "By purpose — Furnishings, household equipment and routine household maintenance"
     },
     {
-      "code":"1.6",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-health"
+      "code": "1.6",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-health"
       },
-      "name":"By purpose — Health"
+      "name": "By purpose — Health"
     },
     {
-      "code":"1.7",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-transport"
+      "code": "1.7",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-transport"
       },
-      "name":"By purpose — Transport"
+      "name": "By purpose — Transport"
     },
     {
-      "code":"1.8",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-communication"
+      "code": "1.8",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-communication"
       },
-      "name":"By purpose — Communication"
+      "name": "By purpose — Communication"
     },
     {
-      "code":"1.9",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-recreation-and-culture"
+      "code": "1.9",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-recreation-and-culture"
       },
-      "name":"By purpose — Recreation and culture"
+      "name": "By purpose — Recreation and culture"
     },
     {
-      "code":"1.10",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-education"
+      "code": "1.10",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-education"
       },
-      "name":"By purpose — Education"
+      "name": "By purpose — Education"
     },
     {
-      "code":"1.11",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-restaurants-and-hotels"
+      "code": "1.11",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-restaurants-and-hotels"
       },
-      "name":"By purpose — Restaurants and hotels"
+      "name": "By purpose — Restaurants and hotels"
     },
     {
-      "code":"1.12",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-purpose-miscellaneous-goods-and-services"
+      "code": "1.12",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-purpose-miscellaneous-goods-and-services"
       },
-      "name":"By purpose — Miscellaneous goods and services"
+      "name": "By purpose — Miscellaneous goods and services"
     },
     {
-      "code":"2.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-durability-durable-goods"
+      "code": "2.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-durability-durable-goods"
       },
-      "name":"By durability — Durable goods"
+      "name": "By durability — Durable goods"
     },
     {
-      "code":"2.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-durability-semi-durable-goods"
+      "code": "2.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-durability-semi-durable-goods"
       },
-      "name":"By durability — Semi-durable goods"
+      "name": "By durability — Semi-durable goods"
     },
     {
-      "code":"2.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-durability-non-durable-goods"
+      "code": "2.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-durability-non-durable-goods"
       },
-      "name":"By durability — Non-durable goods"
+      "name": "By durability — Non-durable goods"
     },
     {
-      "code":"2.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"by-durability-services"
+      "code": "2.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "by-durability-services"
       },
-      "name":"By durability — Services"
+      "name": "By durability — Services"
     },
     {
-      "code":"3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-final-consumption-expenditure-in-domestic-market"
+      "code": "3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-final-consumption-expenditure-in-domestic-market"
       },
-      "name":"Private Final Consumption Expenditure in domestic market"
+      "name": "Private Final Consumption Expenditure in domestic market"
     },
     {
-      "code":"4.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-resident-households-in-the-rest-of-the-world"
+      "code": "4.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-resident-households-in-the-rest-of-the-world"
       },
-      "name":"Private Final Consumption Expenditure in domestic market — Final consumption expenditure of resident households in the rest of the world"
+      "name": "Private Final Consumption Expenditure in domestic market — Final consumption expenditure of resident households in the rest of the world"
     },
     {
-      "code":"4.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-non-resident-households-in-the-economic-territory"
+      "code": "4.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-final-consumption-expenditure-in-domestic-market-final-consumption-expenditure-of-non-resident-households-in-the-economic-territory"
       },
-      "name":"Private Final Consumption Expenditure in domestic market — Final consumption expenditure of non-resident households in the economic territory"
+      "name": "Private Final Consumption Expenditure in domestic market — Final consumption expenditure of non-resident households in the economic territory"
     },
     {
-      "code":"5",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"private-final-consumption-expenditure-3-4-1-4-2"
+      "code": "5",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "private-final-consumption-expenditure-3-4-1-4-2"
       },
-      "name":"Private Final Consumption Expenditure (3+4.1-4.2)"
+      "name": "Private Final Consumption Expenditure (3+4.1-4.2)"
     }
   ],
-  "source_href":"http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.9.xlsx"
+  "source_href": "http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.9.xlsx"
 }
\ No newline at end of file
diff --git a/3.9/dataset.json b/3.9/dataset.json
index 433bab0..966d6d2 100644
--- a/3.9/dataset.json
+++ b/3.9/dataset.json
@@ -1,193 +1,193 @@
 {
-  "code":"3.9",
-  "dimensions_codes_order":[
+  "code": "3.9",
+  "dimensions_codes_order": [
     "FREQ",
     "item"
   ],
-  "dimensions_labels":{
-    "FREQ":"Frequency",
-    "item":"item"
+  "dimensions_labels": {
+    "FREQ": "Frequency",
+    "item": "item"
   },
-  "dimensions_values_labels":{
-    "FREQ":{
-      "A":"Annualy"
-    },
-    "item":{
-      "finances-for-gross-capital-formation-1-2":"finances for gross capital formation (1+2)",
-      "gross-savings":"Gross Savings",
-      "gross-savings-financial-corporations":"Gross Savings — Financial corporations",
-      "gross-savings-financial-corporations-private-financial-corporations":"Gross Savings — Financial corporations — Private financial corporations",
-      "gross-savings-financial-corporations-public-financial-corporations":"Gross Savings — Financial corporations — Public financial corporations",
-      "gross-savings-financial-corporations-public-financial-corporations-departmental-enterprises":"Gross Savings — Financial corporations — Public financial corporations — Departmental enterprises",
-      "gross-savings-financial-corporations-public-financial-corporations-non-departmental-enterprises":"Gross Savings — Financial corporations — Public financial corporations — Non-departmental enterprises",
-      "gross-savings-general-government":"Gross Savings — General Government",
-      "gross-savings-household-sector":"Gross Savings — Household sector",
-      "gross-savings-household-sector-gross-financial-saving":"Gross Savings — Household sector — Gross financial saving",
-      "gross-savings-household-sector-less-financial-liabilities":"Gross Savings — Household sector — Less Financial liabilities",
-      "gross-savings-household-sector-saving-in-physical-assets":"Gross Savings — Household sector — saving in physical assets",
-      "gross-savings-household-sector-saving-in-the-form-of-valuables":"Gross Savings — Household sector — saving in the form of valuables",
-      "gross-savings-non-financial-corporations":"Gross Savings — Non-financial corporations",
-      "gross-savings-non-financial-corporations-private-non-financial-corporations":"Gross Savings — Non-financial corporations — Private non-financial corporations",
-      "gross-savings-non-financial-corporations-public-non-financial-corporations":"Gross Savings — Non-financial corporations — Public non-financial corporations",
-      "gross-savings-non-financial-corporations-public-non-financial-corporations-departmental-enterprises":"Gross Savings — Non-financial corporations — Public non-financial corporations — Departmental enterprises",
-      "gross-savings-non-financial-corporations-public-non-financial-corporations-non-departmental-enterprises":"Gross Savings — Non-financial corporations — Public non-financial corporations — Non-departmental enterprises",
-      "net-capital-inflow-from-row":"net capital inflow from ROW"
+  "dimensions_values_labels": {
+    "FREQ": {
+      "A": "Annualy"
+    },
+    "item": {
+      "finances-for-gross-capital-formation-1-2": "finances for gross capital formation (1+2)",
+      "gross-savings": "Gross Savings",
+      "gross-savings-financial-corporations": "Gross Savings — Financial corporations",
+      "gross-savings-financial-corporations-private-financial-corporations": "Gross Savings — Financial corporations — Private financial corporations",
+      "gross-savings-financial-corporations-public-financial-corporations": "Gross Savings — Financial corporations — Public financial corporations",
+      "gross-savings-financial-corporations-public-financial-corporations-departmental-enterprises": "Gross Savings — Financial corporations — Public financial corporations — Departmental enterprises",
+      "gross-savings-financial-corporations-public-financial-corporations-non-departmental-enterprises": "Gross Savings — Financial corporations — Public financial corporations — Non-departmental enterprises",
+      "gross-savings-general-government": "Gross Savings — General Government",
+      "gross-savings-household-sector": "Gross Savings — Household sector",
+      "gross-savings-household-sector-gross-financial-saving": "Gross Savings — Household sector — Gross financial saving",
+      "gross-savings-household-sector-less-financial-liabilities": "Gross Savings — Household sector — Less Financial liabilities",
+      "gross-savings-household-sector-saving-in-physical-assets": "Gross Savings — Household sector — saving in physical assets",
+      "gross-savings-household-sector-saving-in-the-form-of-valuables": "Gross Savings — Household sector — saving in the form of valuables",
+      "gross-savings-non-financial-corporations": "Gross Savings — Non-financial corporations",
+      "gross-savings-non-financial-corporations-private-non-financial-corporations": "Gross Savings — Non-financial corporations — Private non-financial corporations",
+      "gross-savings-non-financial-corporations-public-non-financial-corporations": "Gross Savings — Non-financial corporations — Public non-financial corporations",
+      "gross-savings-non-financial-corporations-public-non-financial-corporations-departmental-enterprises": "Gross Savings — Non-financial corporations — Public non-financial corporations — Departmental enterprises",
+      "gross-savings-non-financial-corporations-public-non-financial-corporations-non-departmental-enterprises": "Gross Savings — Non-financial corporations — Public non-financial corporations — Non-departmental enterprises",
+      "net-capital-inflow-from-row": "net capital inflow from ROW"
     }
   },
-  "name":"FINANCES FOR GROSS CAPITAL FORMATION",
-  "series":[
+  "name": "FINANCES FOR GROSS CAPITAL FORMATION",
+  "series": [
     {
-      "code":"1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings"
+      "code": "1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings"
       },
-      "name":"Gross Savings"
+      "name": "Gross Savings"
     },
     {
-      "code":"1.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-non-financial-corporations"
+      "code": "1.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-non-financial-corporations"
       },
-      "name":"Gross Savings — Non-financial corporations"
+      "name": "Gross Savings — Non-financial corporations"
     },
     {
-      "code":"1.1.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-non-financial-corporations-public-non-financial-corporations"
+      "code": "1.1.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-non-financial-corporations-public-non-financial-corporations"
       },
-      "name":"Gross Savings — Non-financial corporations — Public non-financial corporations"
+      "name": "Gross Savings — Non-financial corporations — Public non-financial corporations"
     },
     {
-      "code":"1.1.1.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-non-financial-corporations-public-non-financial-corporations-departmental-enterprises"
+      "code": "1.1.1.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-non-financial-corporations-public-non-financial-corporations-departmental-enterprises"
       },
-      "name":"Gross Savings — Non-financial corporations — Public non-financial corporations — Departmental enterprises"
+      "name": "Gross Savings — Non-financial corporations — Public non-financial corporations — Departmental enterprises"
     },
     {
-      "code":"1.1.1.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-non-financial-corporations-public-non-financial-corporations-non-departmental-enterprises"
+      "code": "1.1.1.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-non-financial-corporations-public-non-financial-corporations-non-departmental-enterprises"
       },
-      "name":"Gross Savings — Non-financial corporations — Public non-financial corporations — Non-departmental enterprises"
+      "name": "Gross Savings — Non-financial corporations — Public non-financial corporations — Non-departmental enterprises"
     },
     {
-      "code":"1.1.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-non-financial-corporations-private-non-financial-corporations"
+      "code": "1.1.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-non-financial-corporations-private-non-financial-corporations"
       },
-      "name":"Gross Savings — Non-financial corporations — Private non-financial corporations"
+      "name": "Gross Savings — Non-financial corporations — Private non-financial corporations"
     },
     {
-      "code":"1.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-financial-corporations"
+      "code": "1.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-financial-corporations"
       },
-      "name":"Gross Savings — Financial corporations"
+      "name": "Gross Savings — Financial corporations"
     },
     {
-      "code":"1.2.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-financial-corporations-public-financial-corporations"
+      "code": "1.2.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-financial-corporations-public-financial-corporations"
       },
-      "name":"Gross Savings — Financial corporations — Public financial corporations"
+      "name": "Gross Savings — Financial corporations — Public financial corporations"
     },
     {
-      "code":"1.2.1.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-financial-corporations-public-financial-corporations-departmental-enterprises"
+      "code": "1.2.1.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-financial-corporations-public-financial-corporations-departmental-enterprises"
       },
-      "name":"Gross Savings — Financial corporations — Public financial corporations — Departmental enterprises"
+      "name": "Gross Savings — Financial corporations — Public financial corporations — Departmental enterprises"
     },
     {
-      "code":"1.2.1.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-financial-corporations-public-financial-corporations-non-departmental-enterprises"
+      "code": "1.2.1.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-financial-corporations-public-financial-corporations-non-departmental-enterprises"
       },
-      "name":"Gross Savings — Financial corporations — Public financial corporations — Non-departmental enterprises"
+      "name": "Gross Savings — Financial corporations — Public financial corporations — Non-departmental enterprises"
     },
     {
-      "code":"1.2.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-financial-corporations-private-financial-corporations"
+      "code": "1.2.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-financial-corporations-private-financial-corporations"
       },
-      "name":"Gross Savings — Financial corporations — Private financial corporations"
+      "name": "Gross Savings — Financial corporations — Private financial corporations"
     },
     {
-      "code":"1.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-general-government"
+      "code": "1.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-general-government"
       },
-      "name":"Gross Savings — General Government"
+      "name": "Gross Savings — General Government"
     },
     {
-      "code":"1.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-household-sector"
+      "code": "1.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-household-sector"
       },
-      "name":"Gross Savings — Household sector"
+      "name": "Gross Savings — Household sector"
     },
     {
-      "code":"1.4.1",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-household-sector-gross-financial-saving"
+      "code": "1.4.1",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-household-sector-gross-financial-saving"
       },
-      "name":"Gross Savings — Household sector — Gross financial saving"
+      "name": "Gross Savings — Household sector — Gross financial saving"
     },
     {
-      "code":"1.4.2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-household-sector-less-financial-liabilities"
+      "code": "1.4.2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-household-sector-less-financial-liabilities"
       },
-      "name":"Gross Savings — Household sector — Less Financial liabilities"
+      "name": "Gross Savings — Household sector — Less Financial liabilities"
     },
     {
-      "code":"1.4.3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-household-sector-saving-in-physical-assets"
+      "code": "1.4.3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-household-sector-saving-in-physical-assets"
       },
-      "name":"Gross Savings — Household sector — saving in physical assets"
+      "name": "Gross Savings — Household sector — saving in physical assets"
     },
     {
-      "code":"1.4.4",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"gross-savings-household-sector-saving-in-the-form-of-valuables"
+      "code": "1.4.4",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "gross-savings-household-sector-saving-in-the-form-of-valuables"
       },
-      "name":"Gross Savings — Household sector — saving in the form of valuables"
+      "name": "Gross Savings — Household sector — saving in the form of valuables"
     },
     {
-      "code":"2",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"net-capital-inflow-from-row"
+      "code": "2",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "net-capital-inflow-from-row"
       },
-      "name":"net capital inflow from ROW"
+      "name": "net capital inflow from ROW"
     },
     {
-      "code":"3",
-      "dimensions":{
-        "FREQ":"A",
-        "item":"finances-for-gross-capital-formation-1-2"
+      "code": "3",
+      "dimensions": {
+        "FREQ": "A",
+        "item": "finances-for-gross-capital-formation-1-2"
       },
-      "name":"finances for gross capital formation (1+2)"
+      "name": "finances for gross capital formation (1+2)"
     }
   ],
-  "source_href":"http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.10.xlsx"
+  "source_href": "http:\/\/www.mospi.gov.in\/sites\/default\/files\/statistical_year_book_india_2015\/Table%203.10.xlsx"
 }
\ No newline at end of file
diff --git a/provider.json b/provider.json
index 69ee3bf..3625de5 100644
--- a/provider.json
+++ b/provider.json
@@ -1,6 +1,6 @@
 {
-  "code":"MOSPI",
-  "name":"Ministry of Statistics and Programme Implementation",
-  "region":"IN",
-  "website":"http:\/\/www.mospi.gov.in"
+  "code": "MOSPI",
+  "name": "Ministry of Statistics and Programme Implementation",
+  "region": "IN",
+  "website": "http:\/\/www.mospi.gov.in"
 }
\ No newline at end of file
-- 
GitLab