Initial commit

7 files changed, 1807 insertions, 0 deletions

diff --git a/datasets/usd_isk/.gitignore b/datasets/usd_isk/.gitignore
new file mode 100644
index 0000000..93cc82b
--- /dev/null
+++ b/datasets/usd_isk/.gitignore
@@ -0,0 +1,2 @@
+old/
+original/
diff --git a/datasets/usd_isk/README.md b/datasets/usd_isk/README.md
new file mode 100644
index 0000000..cc7791e
--- /dev/null
+++ b/datasets/usd_isk/README.md
@@ -0,0 +1,33 @@
+# USD - ISK exchange rate
+
+Due to the financial crisis the USD/ISK exchange rate shows potential change 
+point behaviour in the years around 2008. Since it is difficult to find freely 
+available (and permissively licensed) historical exchange rate data, we 
+instead use the monthly average Euro/ECU exchange rates of both USD and ISK 
+and compute the USD/ISK rate from there.
+
+The Euro/ECU exchange rate can be obtained from [this direct 
+link](https://appsso.eurostat.ec.europa.eu/nui/show.do?query=BOOKMARK_DS-054904_QID_-3F48645A_UID_-3F171EB0&layout=TIME,C,X,0;CURRENCY,L,Y,0;UNIT,L,Z,0;STATINFO,L,Z,1;INDICATORS,C,Z,2;&zSelection=DS-054904UNIT,NAC;DS-054904INDICATORS,OBS_FLAG;DS-054904STATINFO,AVG;&rankName1=UNIT_1_2_-1_2&rankName2=INDICATORS_1_2_-1_2&rankName3=STATINFO_1_2_-1_2&rankName4=TIME_1_0_0_0&rankName5=CURRENCY_1_2_0_1&sortC=ASC_-1_FIRST&rStp=&cStp=&rDCh=&cDCh=&rDM=true&cDM=true&footnes=false&empty=false&wai=false&time_mode=NONE&time_most_recent=false&lang=EN&cfo=%23%23%23%2C%23%23%23.%23%23%23). 
+The data is provided by Eurostat, and is Copyrighted to the European Union. 
+Redistribution of the data in this repository is allowed according to [this 
+copyright license](https://ec.europa.eu/eurostat/about/policies/copyright). No 
+modification of the source data in ``ert_bil_eur_m_1_Data.csv`` has been made.
+
+The conversion script expects the CSV file format, with the following 
+configuration:
+
+- Full extraction (check)
+   + single file
+- Flags and footnotes (check)
+- Cell formatting
+   + 1 234.56
+
+This file is included in the repository as ``ert_bil_eur_m_1_Data.csv``. 
+Additional metadata is stored in ``ert_bil_eur_m_Label.csv``. The file 
+``usd_isk.json`` can be obtained from the original data by running:
+
+```
+$ python convert.py ert_bil_eur_m_1_Data.csv usd_isk.json
+```
+
+![Plot of usd_isk dataset](./usd_isk.png)
diff --git a/datasets/usd_isk/convert.py b/datasets/usd_isk/convert.py
new file mode 100644
index 0000000..e33c203
--- /dev/null
+++ b/datasets/usd_isk/convert.py
@@ -0,0 +1,86 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+
+"""
+
+Author: Gertjan van den Burg
+
+"""
+
+import clevercsv
+import json
+import sys
+
+
+def format_month(ymm):
+    year, month = ymm.split("M")
+    return f"{year}-{month}"
+
+
+def main(input_filename, output_filename):
+    with open(input_filename, "r", newline="", encoding="ascii") as fp:
+        reader = clevercsv.DictReader(
+            fp, delimiter=",", quotechar='"', escapechar=""
+        )
+        rows = list(reader)
+
+    by_currency = {}
+    for row in rows:
+        cur = row["CURRENCY"]
+        if not cur in by_currency:
+            by_currency[cur] = []
+        by_currency[cur].append(row)
+
+    by_month = {}
+    for cur in by_currency:
+        for item in by_currency[cur]:
+            if item["Value"] == ":":
+                continue
+            month = item["TIME"]
+            if not month in by_month:
+                by_month[month] = {}
+            by_month[month][cur] = item
+
+    to_delete = []
+    for month in by_month:
+        if not len(by_month[month]) == 2:
+            to_delete.append(month)
+    for month in to_delete:
+        del by_month[month]
+
+    ratio = {}
+    for month in sorted(by_month.keys()):
+        usd = by_month[month]["US dollar"]
+        isk = by_month[month]["Icelandic krona"]
+        ratio[format_month(month)] = float(usd["Value"]) / float(isk["Value"])
+
+    tuples = [(m, ratio[m]) for m in ratio]
+
+    name = "usd_isk"
+    longname = "USD-ISK exhange rate"
+
+    data = {
+        "name": name,
+        "longname": longname,
+        "n_obs": len(tuples),
+        "n_dim": 1,
+        "time": {
+            "format": "%Y-%m",
+            "index": list(range(len(tuples))),
+            "raw": [t[0] for t in tuples],
+        },
+        "series": [
+            {
+                "label": "Exchange rate",
+                "type": "float",
+                "raw": [t[1] for t in tuples],
+            }
+        ],
+    }
+
+    with open(output_filename, "w") as fp:
+        json.dump(data, fp, indent="\t")
+
+
+if __name__ == "__main__":
+    main(sys.argv[1], sys.argv[2])
diff --git a/datasets/usd_isk/ert_bil_eur_m_1_Data.csv b/datasets/usd_isk/ert_bil_eur_m_1_Data.csv
new file mode 100644
index 0000000..73b5af0
--- /dev/null
+++ b/datasets/usd_isk/ert_bil_eur_m_1_Data.csv
@@ -0,0 +1,591 @@
+"TIME","CURRENCY","UNIT","STATINFO","Value","Flag and Footnotes"
+"1995M01","Icelandic krona","National currency","Average",":",""
+"1995M01","US dollar","National currency","Average","1.2408",""
+"1995M02","Icelandic krona","National currency","Average",":",""
+"1995M02","US dollar","National currency","Average","1.2587",""
+"1995M03","Icelandic krona","National currency","Average",":",""
+"1995M03","US dollar","National currency","Average","1.3171",""
+"1995M04","Icelandic krona","National currency","Average",":",""
+"1995M04","US dollar","National currency","Average","1.3414",""
+"1995M05","Icelandic krona","National currency","Average",":",""
+"1995M05","US dollar","National currency","Average","1.3216",""
+"1995M06","Icelandic krona","National currency","Average",":",""
+"1995M06","US dollar","National currency","Average","1.3314",""
+"1995M07","Icelandic krona","National currency","Average",":",""
+"1995M07","US dollar","National currency","Average","1.3448",""
+"1995M08","Icelandic krona","National currency","Average",":",""
+"1995M08","US dollar","National currency","Average","1.3044",""
+"1995M09","Icelandic krona","National currency","Average",":",""
+"1995M09","US dollar","National currency","Average","1.2888",""
+"1995M10","Icelandic krona","National currency","Average",":",""
+"1995M10","US dollar","National currency","Average","1.3222",""
+"1995M11","Icelandic krona","National currency","Average",":",""
+"1995M11","US dollar","National currency","Average","1.3238",""
+"1995M12","Icelandic krona","National currency","Average",":",""
+"1995M12","US dollar","National currency","Average","1.3043",""
+"1996M01","Icelandic krona","National currency","Average",":",""
+"1996M01","US dollar","National currency","Average","1.2918",""
+"1996M02","Icelandic krona","National currency","Average",":",""
+"1996M02","US dollar","National currency","Average","1.2886",""
+"1996M03","Icelandic krona","National currency","Average",":",""
+"1996M03","US dollar","National currency","Average","1.2813",""
+"1996M04","Icelandic krona","National currency","Average",":",""
+"1996M04","US dollar","National currency","Average","1.2639",""
+"1996M05","Icelandic krona","National currency","Average",":",""
+"1996M05","US dollar","National currency","Average","1.2467",""
+"1996M06","Icelandic krona","National currency","Average",":",""
+"1996M06","US dollar","National currency","Average","1.2529",""
+"1996M07","Icelandic krona","National currency","Average",":",""
+"1996M07","US dollar","National currency","Average","1.2706",""
+"1996M08","Icelandic krona","National currency","Average",":",""
+"1996M08","US dollar","National currency","Average","1.2832",""
+"1996M09","Icelandic krona","National currency","Average",":",""
+"1996M09","US dollar","National currency","Average","1.2691",""
+"1996M10","Icelandic krona","National currency","Average",":",""
+"1996M10","US dollar","National currency","Average","1.2584",""
+"1996M11","Icelandic krona","National currency","Average",":",""
+"1996M11","US dollar","National currency","Average","1.2769",""
+"1996M12","Icelandic krona","National currency","Average",":",""
+"1996M12","US dollar","National currency","Average","1.2503",""
+"1997M01","Icelandic krona","National currency","Average",":",""
+"1997M01","US dollar","National currency","Average","1.2162",""
+"1997M02","Icelandic krona","National currency","Average",":",""
+"1997M02","US dollar","National currency","Average","1.1658",""
+"1997M03","Icelandic krona","National currency","Average",":",""
+"1997M03","US dollar","National currency","Average","1.1498",""
+"1997M04","Icelandic krona","National currency","Average",":",""
+"1997M04","US dollar","National currency","Average","1.1450",""
+"1997M05","Icelandic krona","National currency","Average",":",""
+"1997M05","US dollar","National currency","Average","1.1493",""
+"1997M06","Icelandic krona","National currency","Average",":",""
+"1997M06","US dollar","National currency","Average","1.1366",""
+"1997M07","Icelandic krona","National currency","Average",":",""
+"1997M07","US dollar","National currency","Average","1.1049",""
+"1997M08","Icelandic krona","National currency","Average",":",""
+"1997M08","US dollar","National currency","Average","1.0727",""
+"1997M09","Icelandic krona","National currency","Average",":",""
+"1997M09","US dollar","National currency","Average","1.0999",""
+"1997M10","Icelandic krona","National currency","Average",":",""
+"1997M10","US dollar","National currency","Average","1.1203",""
+"1997M11","Icelandic krona","National currency","Average",":",""
+"1997M11","US dollar","National currency","Average","1.1394",""
+"1997M12","Icelandic krona","National currency","Average",":",""
+"1997M12","US dollar","National currency","Average","1.1116",""
+"1998M01","Icelandic krona","National currency","Average",":",""
+"1998M01","US dollar","National currency","Average","1.0877",""
+"1998M02","Icelandic krona","National currency","Average",":",""
+"1998M02","US dollar","National currency","Average","1.0884",""
+"1998M03","Icelandic krona","National currency","Average",":",""
+"1998M03","US dollar","National currency","Average","1.0843",""
+"1998M04","Icelandic krona","National currency","Average",":",""
+"1998M04","US dollar","National currency","Average","1.0911",""
+"1998M05","Icelandic krona","National currency","Average",":",""
+"1998M05","US dollar","National currency","Average","1.1090",""
+"1998M06","Icelandic krona","National currency","Average",":",""
+"1998M06","US dollar","National currency","Average","1.1014",""
+"1998M07","Icelandic krona","National currency","Average",":",""
+"1998M07","US dollar","National currency","Average","1.0975",""
+"1998M08","Icelandic krona","National currency","Average",":",""
+"1998M08","US dollar","National currency","Average","1.1016",""
+"1998M09","Icelandic krona","National currency","Average",":",""
+"1998M09","US dollar","National currency","Average","1.1541",""
+"1998M10","Icelandic krona","National currency","Average",":",""
+"1998M10","US dollar","National currency","Average","1.1938",""
+"1998M11","Icelandic krona","National currency","Average",":",""
+"1998M11","US dollar","National currency","Average","1.1644",""
+"1998M12","Icelandic krona","National currency","Average",":",""
+"1998M12","US dollar","National currency","Average","1.1721",""
+"1999M01","Icelandic krona","National currency","Average","80.62",""
+"1999M01","US dollar","National currency","Average","1.1608",""
+"1999M02","Icelandic krona","National currency","Average","79.59",""
+"1999M02","US dollar","National currency","Average","1.1208",""
+"1999M03","Icelandic krona","National currency","Average","78.57",""
+"1999M03","US dollar","National currency","Average","1.0883",""
+"1999M04","Icelandic krona","National currency","Average","78.24",""
+"1999M04","US dollar","National currency","Average","1.0704",""
+"1999M05","Icelandic krona","National currency","Average","78.43",""
+"1999M05","US dollar","National currency","Average","1.0628",""
+"1999M06","Icelandic krona","National currency","Average","77.16",""
+"1999M06","US dollar","National currency","Average","1.0378",""
+"1999M07","Icelandic krona","National currency","Average","77.13",""
+"1999M07","US dollar","National currency","Average","1.0353",""
+"1999M08","Icelandic krona","National currency","Average","77.28",""
+"1999M08","US dollar","National currency","Average","1.0604",""
+"1999M09","Icelandic krona","National currency","Average","76.24",""
+"1999M09","US dollar","National currency","Average","1.0501",""
+"1999M10","Icelandic krona","National currency","Average","75.82",""
+"1999M10","US dollar","National currency","Average","1.0706",""
+"1999M11","Icelandic krona","National currency","Average","74.28",""
+"1999M11","US dollar","National currency","Average","1.0338",""
+"1999M12","Icelandic krona","National currency","Average","73.29",""
+"1999M12","US dollar","National currency","Average","1.0110",""
+"2000M01","Icelandic krona","National currency","Average","73.39",""
+"2000M01","US dollar","National currency","Average","1.0137",""
+"2000M02","Icelandic krona","National currency","Average","71.94",""
+"2000M02","US dollar","National currency","Average","0.9834",""
+"2000M03","Icelandic krona","National currency","Average","71.03",""
+"2000M03","US dollar","National currency","Average","0.9643",""
+"2000M04","Icelandic krona","National currency","Average","70.01",""
+"2000M04","US dollar","National currency","Average","0.9470",""
+"2000M05","Icelandic krona","National currency","Average","69.36",""
+"2000M05","US dollar","National currency","Average","0.9060",""
+"2000M06","Icelandic krona","National currency","Average","72.26",""
+"2000M06","US dollar","National currency","Average","0.9492",""
+"2000M07","Icelandic krona","National currency","Average","73.46",""
+"2000M07","US dollar","National currency","Average","0.9397",""
+"2000M08","Icelandic krona","National currency","Average","72.41",""
+"2000M08","US dollar","National currency","Average","0.9041",""
+"2000M09","Icelandic krona","National currency","Average","72.42",""
+"2000M09","US dollar","National currency","Average","0.8721",""
+"2000M10","Icelandic krona","National currency","Average","72.83",""
+"2000M10","US dollar","National currency","Average","0.8552",""
+"2000M11","Icelandic krona","National currency","Average","74.89",""
+"2000M11","US dollar","National currency","Average","0.8564",""
+"2000M12","Icelandic krona","National currency","Average","77.30",""
+"2000M12","US dollar","National currency","Average","0.8973",""
+"2001M01","Icelandic krona","National currency","Average","79.86",""
+"2001M01","US dollar","National currency","Average","0.9383",""
+"2001M02","Icelandic krona","National currency","Average","79.27",""
+"2001M02","US dollar","National currency","Average","0.9217",""
+"2001M03","Icelandic krona","National currency","Average","79.72",""
+"2001M03","US dollar","National currency","Average","0.9095",""
+"2001M04","Icelandic krona","National currency","Average","83.29",""
+"2001M04","US dollar","National currency","Average","0.8920",""
+"2001M05","Icelandic krona","National currency","Average","88.12",""
+"2001M05","US dollar","National currency","Average","0.8742",""
+"2001M06","Icelandic krona","National currency","Average","89.36",""
+"2001M06","US dollar","National currency","Average","0.8532",""
+"2001M07","Icelandic krona","National currency","Average","87.89",""
+"2001M07","US dollar","National currency","Average","0.8607",""
+"2001M08","Icelandic krona","National currency","Average","88.70",""
+"2001M08","US dollar","National currency","Average","0.9005",""
+"2001M09","Icelandic krona","National currency","Average","91.16",""
+"2001M09","US dollar","National currency","Average","0.9111",""
+"2001M10","Icelandic krona","National currency","Average","92.84",""
+"2001M10","US dollar","National currency","Average","0.9059",""
+"2001M11","Icelandic krona","National currency","Average","95.32",""
+"2001M11","US dollar","National currency","Average","0.8883",""
+"2001M12","Icelandic krona","National currency","Average","93.37",""
+"2001M12","US dollar","National currency","Average","0.8924",""
+"2002M01","Icelandic krona","National currency","Average","90.61",""
+"2002M01","US dollar","National currency","Average","0.8833",""
+"2002M02","Icelandic krona","National currency","Average","88.13",""
+"2002M02","US dollar","National currency","Average","0.8700",""
+"2002M03","Icelandic krona","National currency","Average","87.97",""
+"2002M03","US dollar","National currency","Average","0.8758",""
+"2002M04","Icelandic krona","National currency","Average","85.98",""
+"2002M04","US dollar","National currency","Average","0.8858",""
+"2002M05","Icelandic krona","National currency","Average","84.26",""
+"2002M05","US dollar","National currency","Average","0.9170",""
+"2002M06","Icelandic krona","National currency","Average","85.28",""
+"2002M06","US dollar","National currency","Average","0.9554",""
+"2002M07","Icelandic krona","National currency","Average","84.88",""
+"2002M07","US dollar","National currency","Average","0.9922",""
+"2002M08","Icelandic krona","National currency","Average","84.22",""
+"2002M08","US dollar","National currency","Average","0.9778",""
+"2002M09","Icelandic krona","National currency","Average","85.82",""
+"2002M09","US dollar","National currency","Average","0.9808",""
+"2002M10","Icelandic krona","National currency","Average","86.08",""
+"2002M10","US dollar","National currency","Average","0.9811",""
+"2002M11","Icelandic krona","National currency","Average","86.18",""
+"2002M11","US dollar","National currency","Average","1.0014",""
+"2002M12","Icelandic krona","National currency","Average","84.92",""
+"2002M12","US dollar","National currency","Average","1.0183",""
+"2003M01","Icelandic krona","National currency","Average","84.45",""
+"2003M01","US dollar","National currency","Average","1.0622",""
+"2003M02","Icelandic krona","National currency","Average","83.70",""
+"2003M02","US dollar","National currency","Average","1.0773",""
+"2003M03","Icelandic krona","National currency","Average","84.31",""
+"2003M03","US dollar","National currency","Average","1.0807",""
+"2003M04","Icelandic krona","National currency","Average","83.38",""
+"2003M04","US dollar","National currency","Average","1.0848",""
+"2003M05","Icelandic krona","National currency","Average","84.44",""
+"2003M05","US dollar","National currency","Average","1.1582",""
+"2003M06","Icelandic krona","National currency","Average","86.25",""
+"2003M06","US dollar","National currency","Average","1.1663",""
+"2003M07","Icelandic krona","National currency","Average","87.66",""
+"2003M07","US dollar","National currency","Average","1.1372",""
+"2003M08","Icelandic krona","National currency","Average","88.79",""
+"2003M08","US dollar","National currency","Average","1.1139",""
+"2003M09","Icelandic krona","National currency","Average","88.81",""
+"2003M09","US dollar","National currency","Average","1.1222",""
+"2003M10","Icelandic krona","National currency","Average","89.17",""
+"2003M10","US dollar","National currency","Average","1.1692",""
+"2003M11","Icelandic krona","National currency","Average","88.60",""
+"2003M11","US dollar","National currency","Average","1.1702",""
+"2003M12","Icelandic krona","National currency","Average","89.68",""
+"2003M12","US dollar","National currency","Average","1.2286",""
+"2004M01","Icelandic krona","National currency","Average","87.69",""
+"2004M01","US dollar","National currency","Average","1.2613",""
+"2004M02","Icelandic krona","National currency","Average","86.71",""
+"2004M02","US dollar","National currency","Average","1.2646",""
+"2004M03","Icelandic krona","National currency","Average","87.23",""
+"2004M03","US dollar","National currency","Average","1.2262",""
+"2004M04","Icelandic krona","National currency","Average","87.59",""
+"2004M04","US dollar","National currency","Average","1.1985",""
+"2004M05","Icelandic krona","National currency","Average","87.97",""
+"2004M05","US dollar","National currency","Average","1.2007",""
+"2004M06","Icelandic krona","National currency","Average","87.55",""
+"2004M06","US dollar","National currency","Average","1.2138",""
+"2004M07","Icelandic krona","National currency","Average","87.71",""
+"2004M07","US dollar","National currency","Average","1.2266",""
+"2004M08","Icelandic krona","National currency","Average","87.08",""
+"2004M08","US dollar","National currency","Average","1.2176",""
+"2004M09","Icelandic krona","National currency","Average","87.65",""
+"2004M09","US dollar","National currency","Average","1.2218",""
+"2004M10","Icelandic krona","National currency","Average","87.58",""
+"2004M10","US dollar","National currency","Average","1.2490",""
+"2004M11","Icelandic krona","National currency","Average","87.15",""
+"2004M11","US dollar","National currency","Average","1.2991",""
+"2004M12","Icelandic krona","National currency","Average","83.99",""
+"2004M12","US dollar","National currency","Average","1.3408",""
+"2005M01","Icelandic krona","National currency","Average","82.12",""
+"2005M01","US dollar","National currency","Average","1.3119",""
+"2005M02","Icelandic krona","National currency","Average","80.74",""
+"2005M02","US dollar","National currency","Average","1.3014",""
+"2005M03","Icelandic krona","National currency","Average","79.15",""
+"2005M03","US dollar","National currency","Average","1.3201",""
+"2005M04","Icelandic krona","National currency","Average","80.71",""
+"2005M04","US dollar","National currency","Average","1.2938",""
+"2005M05","Icelandic krona","National currency","Average","82.36",""
+"2005M05","US dollar","National currency","Average","1.2694",""
+"2005M06","Icelandic krona","National currency","Average","79.30",""
+"2005M06","US dollar","National currency","Average","1.2165",""
+"2005M07","Icelandic krona","National currency","Average","78.40",""
+"2005M07","US dollar","National currency","Average","1.2037",""
+"2005M08","Icelandic krona","National currency","Average","78.37",""
+"2005M08","US dollar","National currency","Average","1.2292",""
+"2005M09","Icelandic krona","National currency","Average","76.15",""
+"2005M09","US dollar","National currency","Average","1.2256",""
+"2005M10","Icelandic krona","National currency","Average","73.29",""
+"2005M10","US dollar","National currency","Average","1.2015",""
+"2005M11","Icelandic krona","National currency","Average","72.98",""
+"2005M11","US dollar","National currency","Average","1.1786",""
+"2005M12","Icelandic krona","National currency","Average","75.36",""
+"2005M12","US dollar","National currency","Average","1.1856",""
+"2006M01","Icelandic krona","National currency","Average","74.58",""
+"2006M01","US dollar","National currency","Average","1.2103",""
+"2006M02","Icelandic krona","National currency","Average","76.57",""
+"2006M02","US dollar","National currency","Average","1.1938",""
+"2006M03","Icelandic krona","National currency","Average","83.74",""
+"2006M03","US dollar","National currency","Average","1.2020",""
+"2006M04","Icelandic krona","National currency","Average","91.94",""
+"2006M04","US dollar","National currency","Average","1.2271",""
+"2006M05","Icelandic krona","National currency","Average","91.69",""
+"2006M05","US dollar","National currency","Average","1.2770",""
+"2006M06","Icelandic krona","National currency","Average","94.38",""
+"2006M06","US dollar","National currency","Average","1.2650",""
+"2006M07","Icelandic krona","National currency","Average","94.33",""
+"2006M07","US dollar","National currency","Average","1.2684",""
+"2006M08","Icelandic krona","National currency","Average","90.08",""
+"2006M08","US dollar","National currency","Average","1.2811",""
+"2006M09","Icelandic krona","National currency","Average","89.31",""
+"2006M09","US dollar","National currency","Average","1.2727",""
+"2006M10","Icelandic krona","National currency","Average","86.29",""
+"2006M10","US dollar","National currency","Average","1.2611",""
+"2006M11","Icelandic krona","National currency","Average","89.29",""
+"2006M11","US dollar","National currency","Average","1.2881",""
+"2006M12","Icelandic krona","National currency","Average","91.59",""
+"2006M12","US dollar","National currency","Average","1.3213",""
+"2007M01","Icelandic krona","National currency","Average","91.02",""
+"2007M01","US dollar","National currency","Average","1.2999",""
+"2007M02","Icelandic krona","National currency","Average","88.00",""
+"2007M02","US dollar","National currency","Average","1.3074",""
+"2007M03","Icelandic krona","National currency","Average","88.69",""
+"2007M03","US dollar","National currency","Average","1.3242",""
+"2007M04","Icelandic krona","National currency","Average","88.36",""
+"2007M04","US dollar","National currency","Average","1.3516",""
+"2007M05","Icelandic krona","National currency","Average","85.12",""
+"2007M05","US dollar","National currency","Average","1.3511",""
+"2007M06","Icelandic krona","National currency","Average","84.26",""
+"2007M06","US dollar","National currency","Average","1.3419",""
+"2007M07","Icelandic krona","National currency","Average","83.16",""
+"2007M07","US dollar","National currency","Average","1.3716",""
+"2007M08","Icelandic krona","National currency","Average","88.46",""
+"2007M08","US dollar","National currency","Average","1.3622",""
+"2007M09","Icelandic krona","National currency","Average","88.59",""
+"2007M09","US dollar","National currency","Average","1.3896",""
+"2007M10","Icelandic krona","National currency","Average","86.30",""
+"2007M10","US dollar","National currency","Average","1.4227",""
+"2007M11","Icelandic krona","National currency","Average","89.34",""
+"2007M11","US dollar","National currency","Average","1.4684",""
+"2007M12","Icelandic krona","National currency","Average","90.82",""
+"2007M12","US dollar","National currency","Average","1.4570",""
+"2008M01","Icelandic krona","National currency","Average","94.50",""
+"2008M01","US dollar","National currency","Average","1.4718",""
+"2008M02","Icelandic krona","National currency","Average","98.06",""
+"2008M02","US dollar","National currency","Average","1.4748",""
+"2008M03","Icelandic krona","National currency","Average","112.08",""
+"2008M03","US dollar","National currency","Average","1.5527",""
+"2008M04","Icelandic krona","National currency","Average","116.65",""
+"2008M04","US dollar","National currency","Average","1.5751",""
+"2008M05","Icelandic krona","National currency","Average","117.46",""
+"2008M05","US dollar","National currency","Average","1.5557",""
+"2008M06","Icelandic krona","National currency","Average","123.28",""
+"2008M06","US dollar","National currency","Average","1.5553",""
+"2008M07","Icelandic krona","National currency","Average","123.61",""
+"2008M07","US dollar","National currency","Average","1.5770",""
+"2008M08","Icelandic krona","National currency","Average","122.07",""
+"2008M08","US dollar","National currency","Average","1.4975",""
+"2008M09","Icelandic krona","National currency","Average","131.33",""
+"2008M09","US dollar","National currency","Average","1.4369",""
+"2008M10","Icelandic krona","National currency","Average","274.64",""
+"2008M10","US dollar","National currency","Average","1.3322",""
+"2008M11","Icelandic krona","National currency","Average","242.95",""
+"2008M11","US dollar","National currency","Average","1.2732",""
+"2008M12","Icelandic krona","National currency","Average","290.00",""
+"2008M12","US dollar","National currency","Average","1.3449",""
+"2009M01","Icelandic krona","National currency","Average","164.16",""
+"2009M01","US dollar","National currency","Average","1.3239",""
+"2009M02","Icelandic krona","National currency","Average","145.66",""
+"2009M02","US dollar","National currency","Average","1.2785",""
+"2009M03","Icelandic krona","National currency","Average","149.70",""
+"2009M03","US dollar","National currency","Average","1.3050",""
+"2009M04","Icelandic krona","National currency","Average","167.16",""
+"2009M04","US dollar","National currency","Average","1.3190",""
+"2009M05","Icelandic krona","National currency","Average","172.38",""
+"2009M05","US dollar","National currency","Average","1.3650",""
+"2009M06","Icelandic krona","National currency","Average","177.56",""
+"2009M06","US dollar","National currency","Average","1.4016",""
+"2009M07","Icelandic krona","National currency","Average","179.41",""
+"2009M07","US dollar","National currency","Average","1.4088",""
+"2009M08","Icelandic krona","National currency","Average","181.32",""
+"2009M08","US dollar","National currency","Average","1.4268",""
+"2009M09","Icelandic krona","National currency","Average","181.45",""
+"2009M09","US dollar","National currency","Average","1.4562",""
+"2009M10","Icelandic krona","National currency","Average","183.69",""
+"2009M10","US dollar","National currency","Average","1.4816",""
+"2009M11","Icelandic krona","National currency","Average","184.64",""
+"2009M11","US dollar","National currency","Average","1.4914",""
+"2009M12","Icelandic krona","National currency","Average","182.92",""
+"2009M12","US dollar","National currency","Average","1.4614",""
+"2010M01","Icelandic krona","National currency","Average","179.78",""
+"2010M01","US dollar","National currency","Average","1.4272",""
+"2010M02","Icelandic krona","National currency","Average","175.57",""
+"2010M02","US dollar","National currency","Average","1.3686",""
+"2010M03","Icelandic krona","National currency","Average","173.15",""
+"2010M03","US dollar","National currency","Average","1.3569",""
+"2010M04","Icelandic krona","National currency","Average","171.03",""
+"2010M04","US dollar","National currency","Average","1.3406",""
+"2010M05","Icelandic krona","National currency","Average","163.01",""
+"2010M05","US dollar","National currency","Average","1.2565",""
+"2010M06","Icelandic krona","National currency","Average","156.95",""
+"2010M06","US dollar","National currency","Average","1.2209",""
+"2010M07","Icelandic krona","National currency","Average","157.65",""
+"2010M07","US dollar","National currency","Average","1.2770",""
+"2010M08","Icelandic krona","National currency","Average","154.08",""
+"2010M08","US dollar","National currency","Average","1.2894",""
+"2010M09","Icelandic krona","National currency","Average","152.63",""
+"2010M09","US dollar","National currency","Average","1.3067",""
+"2010M10","Icelandic krona","National currency","Average","155.27",""
+"2010M10","US dollar","National currency","Average","1.3898",""
+"2010M11","Icelandic krona","National currency","Average","153.75",""
+"2010M11","US dollar","National currency","Average","1.3661",""
+"2010M12","Icelandic krona","National currency","Average","153.11",""
+"2010M12","US dollar","National currency","Average","1.3220",""
+"2011M01","Icelandic krona","National currency","Average","156.07",""
+"2011M01","US dollar","National currency","Average","1.3360",""
+"2011M02","Icelandic krona","National currency","Average","159.13",""
+"2011M02","US dollar","National currency","Average","1.3649",""
+"2011M03","Icelandic krona","National currency","Average","161.38",""
+"2011M03","US dollar","National currency","Average","1.3999",""
+"2011M04","Icelandic krona","National currency","Average","163.09",""
+"2011M04","US dollar","National currency","Average","1.4442",""
+"2011M05","Icelandic krona","National currency","Average","164.31",""
+"2011M05","US dollar","National currency","Average","1.4349",""
+"2011M06","Icelandic krona","National currency","Average","165.59",""
+"2011M06","US dollar","National currency","Average","1.4388",""
+"2011M07","Icelandic krona","National currency","Average","165.65",""
+"2011M07","US dollar","National currency","Average","1.4264",""
+"2011M08","Icelandic krona","National currency","Average","164.19",""
+"2011M08","US dollar","National currency","Average","1.4343",""
+"2011M09","Icelandic krona","National currency","Average","160.80",""
+"2011M09","US dollar","National currency","Average","1.3770",""
+"2011M10","Icelandic krona","National currency","Average","158.97",""
+"2011M10","US dollar","National currency","Average","1.3706",""
+"2011M11","Icelandic krona","National currency","Average","158.91",""
+"2011M11","US dollar","National currency","Average","1.3556",""
+"2011M12","Icelandic krona","National currency","Average","159.42",""
+"2011M12","US dollar","National currency","Average","1.3179",""
+"2012M01","Icelandic krona","National currency","Average","159.73",""
+"2012M01","US dollar","National currency","Average","1.2905",""
+"2012M02","Icelandic krona","National currency","Average","163.22",""
+"2012M02","US dollar","National currency","Average","1.3224",""
+"2012M03","Icelandic krona","National currency","Average","166.81",""
+"2012M03","US dollar","National currency","Average","1.3201",""
+"2012M04","Icelandic krona","National currency","Average","167.03",""
+"2012M04","US dollar","National currency","Average","1.3162",""
+"2012M05","Icelandic krona","National currency","Average","162.70",""
+"2012M05","US dollar","National currency","Average","1.2789",""
+"2012M06","Icelandic krona","National currency","Average","159.83",""
+"2012M06","US dollar","National currency","Average","1.2526",""
+"2012M07","Icelandic krona","National currency","Average","154.83",""
+"2012M07","US dollar","National currency","Average","1.2288",""
+"2012M08","Icelandic krona","National currency","Average","149.07",""
+"2012M08","US dollar","National currency","Average","1.2400",""
+"2012M09","Icelandic krona","National currency","Average","157.95",""
+"2012M09","US dollar","National currency","Average","1.2856",""
+"2012M10","Icelandic krona","National currency","Average","161.02",""
+"2012M10","US dollar","National currency","Average","1.2974",""
+"2012M11","Icelandic krona","National currency","Average","163.24",""
+"2012M11","US dollar","National currency","Average","1.2828",""
+"2012M12","Icelandic krona","National currency","Average","165.70",""
+"2012M12","US dollar","National currency","Average","1.3119",""
+"2013M01","Icelandic krona","National currency","Average","171.00",""
+"2013M01","US dollar","National currency","Average","1.3288",""
+"2013M02","Icelandic krona","National currency","Average","170.64",""
+"2013M02","US dollar","National currency","Average","1.3359",""
+"2013M03","Icelandic krona","National currency","Average","162.58",""
+"2013M03","US dollar","National currency","Average","1.2964",""
+"2013M04","Icelandic krona","National currency","Average","154.73",""
+"2013M04","US dollar","National currency","Average","1.3026",""
+"2013M05","Icelandic krona","National currency","Average","157.24",""
+"2013M05","US dollar","National currency","Average","1.2982",""
+"2013M06","Icelandic krona","National currency","Average","160.59",""
+"2013M06","US dollar","National currency","Average","1.3189",""
+"2013M07","Icelandic krona","National currency","Average","160.32",""
+"2013M07","US dollar","National currency","Average","1.3080",""
+"2013M08","Icelandic krona","National currency","Average","159.32",""
+"2013M08","US dollar","National currency","Average","1.3310",""
+"2013M09","Icelandic krona","National currency","Average","161.56",""
+"2013M09","US dollar","National currency","Average","1.3348",""
+"2013M10","Icelandic krona","National currency","Average","164.70",""
+"2013M10","US dollar","National currency","Average","1.3635",""
+"2013M11","Icelandic krona","National currency","Average","164.11",""
+"2013M11","US dollar","National currency","Average","1.3493",""
+"2013M12","Icelandic krona","National currency","Average","160.82",""
+"2013M12","US dollar","National currency","Average","1.3704",""
+"2014M01","Icelandic krona","National currency","Average","157.76",""
+"2014M01","US dollar","National currency","Average","1.3610",""
+"2014M02","Icelandic krona","National currency","Average","155.87",""
+"2014M02","US dollar","National currency","Average","1.3658",""
+"2014M03","Icelandic krona","National currency","Average","156.04",""
+"2014M03","US dollar","National currency","Average","1.3823",""
+"2014M04","Icelandic krona","National currency","Average","155.18",""
+"2014M04","US dollar","National currency","Average","1.3812",""
+"2014M05","Icelandic krona","National currency","Average","154.83",""
+"2014M05","US dollar","National currency","Average","1.3732",""
+"2014M06","Icelandic krona","National currency","Average","154.56",""
+"2014M06","US dollar","National currency","Average","1.3592",""
+"2014M07","Icelandic krona","National currency","Average","154.75",""
+"2014M07","US dollar","National currency","Average","1.3539",""
+"2014M08","Icelandic krona","National currency","Average","154.42",""
+"2014M08","US dollar","National currency","Average","1.3316",""
+"2014M09","Icelandic krona","National currency","Average","153.61",""
+"2014M09","US dollar","National currency","Average","1.2901",""
+"2014M10","Icelandic krona","National currency","Average","153.08",""
+"2014M10","US dollar","National currency","Average","1.2673",""
+"2014M11","Icelandic krona","National currency","Average","154.17",""
+"2014M11","US dollar","National currency","Average","1.2472",""
+"2014M12","Icelandic krona","National currency","Average","154.16",""
+"2014M12","US dollar","National currency","Average","1.2331",""
+"2015M01","Icelandic krona","National currency","Average","152.90",""
+"2015M01","US dollar","National currency","Average","1.1621",""
+"2015M02","Icelandic krona","National currency","Average","149.98",""
+"2015M02","US dollar","National currency","Average","1.1350",""
+"2015M03","Icelandic krona","National currency","Average","148.18",""
+"2015M03","US dollar","National currency","Average","1.0838",""
+"2015M04","Icelandic krona","National currency","Average","146.76",""
+"2015M04","US dollar","National currency","Average","1.0779",""
+"2015M05","Icelandic krona","National currency","Average","147.80",""
+"2015M05","US dollar","National currency","Average","1.1150",""
+"2015M06","Icelandic krona","National currency","Average","148.30",""
+"2015M06","US dollar","National currency","Average","1.1213",""
+"2015M07","Icelandic krona","National currency","Average","147.46",""
+"2015M07","US dollar","National currency","Average","1.0996",""
+"2015M08","Icelandic krona","National currency","Average","146.81",""
+"2015M08","US dollar","National currency","Average","1.1139",""
+"2015M09","Icelandic krona","National currency","Average","143.87",""
+"2015M09","US dollar","National currency","Average","1.1221",""
+"2015M10","Icelandic krona","National currency","Average","142.00",""
+"2015M10","US dollar","National currency","Average","1.1235",""
+"2015M11","Icelandic krona","National currency","Average","140.79",""
+"2015M11","US dollar","National currency","Average","1.0736",""
+"2015M12","Icelandic krona","National currency","Average","141.30",""
+"2015M12","US dollar","National currency","Average","1.0877",""
+"2016M01","Icelandic krona","National currency","Average","141.52",""
+"2016M01","US dollar","National currency","Average","1.0860",""
+"2016M02","Icelandic krona","National currency","Average","142.32",""
+"2016M02","US dollar","National currency","Average","1.1093",""
+"2016M03","Icelandic krona","National currency","Average","140.95",""
+"2016M03","US dollar","National currency","Average","1.1100",""
+"2016M04","Icelandic krona","National currency","Average","140.37",""
+"2016M04","US dollar","National currency","Average","1.1339",""
+"2016M05","Icelandic krona","National currency","Average","139.75",""
+"2016M05","US dollar","National currency","Average","1.1311",""
+"2016M06","Icelandic krona","National currency","Average","138.55",""
+"2016M06","US dollar","National currency","Average","1.1229",""
+"2016M07","Icelandic krona","National currency","Average","135.04",""
+"2016M07","US dollar","National currency","Average","1.1069",""
+"2016M08","Icelandic krona","National currency","Average","132.13",""
+"2016M08","US dollar","National currency","Average","1.1212",""
+"2016M09","Icelandic krona","National currency","Average","128.72",""
+"2016M09","US dollar","National currency","Average","1.1212",""
+"2016M10","Icelandic krona","National currency","Average","125.87",""
+"2016M10","US dollar","National currency","Average","1.1026",""
+"2016M11","Icelandic krona","National currency","Average","121.35",""
+"2016M11","US dollar","National currency","Average","1.0799",""
+"2016M12","Icelandic krona","National currency","Average","118.75",""
+"2016M12","US dollar","National currency","Average","1.0543",""
+"2017M01","Icelandic krona","National currency","Average","121.44",""
+"2017M01","US dollar","National currency","Average","1.0614",""
+"2017M02","Icelandic krona","National currency","Average","118.68",""
+"2017M02","US dollar","National currency","Average","1.0643",""
+"2017M03","Icelandic krona","National currency","Average","117.12",""
+"2017M03","US dollar","National currency","Average","1.0685",""
+"2017M04","Icelandic krona","National currency","Average","118.41",""
+"2017M04","US dollar","National currency","Average","1.0723",""
+"2017M05","Icelandic krona","National currency","Average","113.74",""
+"2017M05","US dollar","National currency","Average","1.1058",""
+"2017M06","Icelandic krona","National currency","Average","113.84",""
+"2017M06","US dollar","National currency","Average","1.1229",""
+"2017M07","Icelandic krona","National currency","Average","120.36",""
+"2017M07","US dollar","National currency","Average","1.1511",""
+"2017M08","Icelandic krona","National currency","Average","125.22",""
+"2017M08","US dollar","National currency","Average","1.1807",""
+"2017M09","Icelandic krona","National currency","Average","126.70",""
+"2017M09","US dollar","National currency","Average","1.1915",""
+"2017M10","Icelandic krona","National currency","Average","124.07",""
+"2017M10","US dollar","National currency","Average","1.1756",""
+"2017M11","Icelandic krona","National currency","Average","122.37",""
+"2017M11","US dollar","National currency","Average","1.1738",""
+"2017M12","Icelandic krona","National currency","Average","124.02",""
+"2017M12","US dollar","National currency","Average","1.1836",""
+"2018M01","Icelandic krona","National currency","Average","125.41",""
+"2018M01","US dollar","National currency","Average","1.2200",""
+"2018M02","Icelandic krona","National currency","Average","124.69",""
+"2018M02","US dollar","National currency","Average","1.2348",""
+"2018M03","Icelandic krona","National currency","Average","122.82",""
+"2018M03","US dollar","National currency","Average","1.2336",""
+"2018M04","Icelandic krona","National currency","Average","122.30",""
+"2018M04","US dollar","National currency","Average","1.2276",""
+"2018M05","Icelandic krona","National currency","Average","122.83",""
+"2018M05","US dollar","National currency","Average","1.1812",""
+"2018M06","Icelandic krona","National currency","Average","124.76",""
+"2018M06","US dollar","National currency","Average","1.1678",""
+"2018M07","Icelandic krona","National currency","Average","124.41",""
+"2018M07","US dollar","National currency","Average","1.1686",""
+"2018M08","Icelandic krona","National currency","Average","124.19",""
+"2018M08","US dollar","National currency","Average","1.1549",""
+"2018M09","Icelandic krona","National currency","Average","128.89",""
+"2018M09","US dollar","National currency","Average","1.1659",""
+"2018M10","Icelandic krona","National currency","Average","134.47",""
+"2018M10","US dollar","National currency","Average","1.1484",""
+"2018M11","Icelandic krona","National currency","Average","139.78",""
+"2018M11","US dollar","National currency","Average","1.1367",""
+"2018M12","Icelandic krona","National currency","Average","137.78",""
+"2018M12","US dollar","National currency","Average","1.1384",""
+"2019M01","Icelandic krona","National currency","Average","136.66",""
+"2019M01","US dollar","National currency","Average","1.1416",""
+"2019M02","Icelandic krona","National currency","Average","136.10",""
+"2019M02","US dollar","National currency","Average","1.1351",""
+"2019M03","Icelandic krona","National currency","Average","135.48",""
+"2019M03","US dollar","National currency","Average","1.1302",""
+"2019M04","Icelandic krona","National currency","Average","135.34",""
+"2019M04","US dollar","National currency","Average","1.1238",""
+"2019M05","Icelandic krona","National currency","Average","137.64",""
+"2019M05","US dollar","National currency","Average","1.1185",""
+"2019M06","Icelandic krona","National currency","Average","140.82",""
+"2019M06","US dollar","National currency","Average","1.1293",""
+"2019M07","Icelandic krona","National currency","Average","139.87",""
+"2019M07","US dollar","National currency","Average","1.1218",""
diff --git a/datasets/usd_isk/ert_bil_eur_m_Label.csv b/datasets/usd_isk/ert_bil_eur_m_Label.csv
new file mode 100644
index 0000000..eeb8764
--- /dev/null
+++ b/datasets/usd_isk/ert_bil_eur_m_Label.csv
@@ -0,0 +1,333 @@
+"DATASET: Euro/ECU exchange rates - monthly data [ert_bil_eur_m]"
+
+"LAST UPDATE: 09.08.19 02:12:13"
+
+"EXTRACTION DATE: 22.08.19 15:35:13"
+
+"SOURCE OF DATA: Eurostat"
+
+"TIME"
+"1995M01"
+"1995M02"
+"1995M03"
+"1995M04"
+"1995M05"
+"1995M06"
+"1995M07"
+"1995M08"
+"1995M09"
+"1995M10"
+"1995M11"
+"1995M12"
+"1996M01"
+"1996M02"
+"1996M03"
+"1996M04"
+"1996M05"
+"1996M06"
+"1996M07"
+"1996M08"
+"1996M09"
+"1996M10"
+"1996M11"
+"1996M12"
+"1997M01"
+"1997M02"
+"1997M03"
+"1997M04"
+"1997M05"
+"1997M06"
+"1997M07"
+"1997M08"
+"1997M09"
+"1997M10"
+"1997M11"
+"1997M12"
+"1998M01"
+"1998M02"
+"1998M03"
+"1998M04"
+"1998M05"
+"1998M06"
+"1998M07"
+"1998M08"
+"1998M09"
+"1998M10"
+"1998M11"
+"1998M12"
+"1999M01"
+"1999M02"
+"1999M03"
+"1999M04"
+"1999M05"
+"1999M06"
+"1999M07"
+"1999M08"
+"1999M09"
+"1999M10"
+"1999M11"
+"1999M12"
+"2000M01"
+"2000M02"
+"2000M03"
+"2000M04"
+"2000M05"
+"2000M06"
+"2000M07"
+"2000M08"
+"2000M09"
+"2000M10"
+"2000M11"
+"2000M12"
+"2001M01"
+"2001M02"
+"2001M03"
+"2001M04"
+"2001M05"
+"2001M06"
+"2001M07"
+"2001M08"
+"2001M09"
+"2001M10"
+"2001M11"
+"2001M12"
+"2002M01"
+"2002M02"
+"2002M03"
+"2002M04"
+"2002M05"
+"2002M06"
+"2002M07"
+"2002M08"
+"2002M09"
+"2002M10"
+"2002M11"
+"2002M12"
+"2003M01"
+"2003M02"
+"2003M03"
+"2003M04"
+"2003M05"
+"2003M06"
+"2003M07"
+"2003M08"
+"2003M09"
+"2003M10"
+"2003M11"
+"2003M12"
+"2004M01"
+"2004M02"
+"2004M03"
+"2004M04"
+"2004M05"
+"2004M06"
+"2004M07"
+"2004M08"
+"2004M09"
+"2004M10"
+"2004M11"
+"2004M12"
+"2005M01"
+"2005M02"
+"2005M03"
+"2005M04"
+"2005M05"
+"2005M06"
+"2005M07"
+"2005M08"
+"2005M09"
+"2005M10"
+"2005M11"
+"2005M12"
+"2006M01"
+"2006M02"
+"2006M03"
+"2006M04"
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diff --git a/datasets/usd_isk/usd_isk.json b/datasets/usd_isk/usd_isk.json
new file mode 100644
index 0000000..48285d9
--- /dev/null
+++ b/datasets/usd_isk/usd_isk.json
@@ -0,0 +1,762 @@
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+}
\ No newline at end of file
diff --git a/datasets/usd_isk/usd_isk.png b/datasets/usd_isk/usd_isk.png
new file mode 100644
index 0000000..c60f3a6
--- /dev/null
+++ b/datasets/usd_isk/usd_isk.png