├── .gitignore ├── scripts ├── requirements.txt ├── process.sh └── bond_us_flow.py ├── README.md ├── .github └── workflows │ └── actions.yml ├── datapackage.json ├── archive └── h15-m.csv └── data └── monthly.csv /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | venv -------------------------------------------------------------------------------- /scripts/requirements.txt: -------------------------------------------------------------------------------- 1 | dataflows==0.5.7 -------------------------------------------------------------------------------- /scripts/process.sh: -------------------------------------------------------------------------------- 1 | curl -L "http://www.federalreserve.gov/datadownload/Output.aspx?rel=H15&series=0809abf197c17f1ff0b2180fe7015cc3&lastObs=&from=&to=&filetype=csv&label=include&layout=seriescolumn" > archive/h15-m.csv 2 | 3 | echo "Date,Rate" > data/monthly.csv 4 | cat archive/h15-m.csv | tail -n+7 | sed "s/^\(.......\)/\1-01/" >> data/monthly.csv 5 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | badge 2 | 3 | 10 year nominal yields on US government bonds from the Federal Reserve. The 10 4 | year government bond yield is considered a standard indicator of long-term 5 | interest rates. 6 | 7 | ## Data 8 | 9 | Data comes from the [Release H.15 from the Federal Reserve - Selected Interest 10 | Rates Daily][fed] specifically the [10 year US Treasury (monthly, 11 | csv)][fed-csv]. 12 | 13 | [fed]: http://www.federalreserve.gov/releases/h15/data.htm 14 | [fed-csv]: http://www.federalreserve.gov/datadownload/Output.aspx?rel=H15&series=0809abf197c17f1ff0b2180fe7015cc3&lastObs=&from=&to=&filetype=csv&label=include&layout=seriescolumn 15 | 16 | ## Preparation 17 | 18 | You will need Python 3.6 or greater and dataflows library to run the script 19 | 20 | To update the data run the process script locally: 21 | 22 | ``` 23 | # Install necessary libraries 24 | pip install -r scripts/requirements.txt 25 | 26 | # Update the data 27 | ./scripts/process.sh 28 | 29 | # Run the script 30 | python scripts/bond_us_flow.py 31 | ``` 32 | 33 | Note we keep a copy of the raw data from the Federal Reserve (pre-tidying) in 34 | `archive`. 35 | 36 | ## Automation 37 | 38 | Up-to-date (auto-updates every month) bond-yields-us-10y dataset could be found on the datahub.io: https://datahub.io/core/bond-yields-us-10y 39 | 40 | # License 41 | 42 | Licensed under the [Public Domain Dedication and License][pddl] (assuming 43 | either no rights or public domain license in source data). 44 | 45 | [pddl]: http://opendatacommons.org/licenses/pddl/1.0/ 46 | -------------------------------------------------------------------------------- /.github/workflows/actions.yml: -------------------------------------------------------------------------------- 1 | name: Update bond-yields-us-10Y data 2 | 3 | on: 4 | # Schedule to run on the 1st day of each month 5 | schedule: 6 | - cron: '0 0 1 * *' 7 | 8 | # Run on push to main branch 9 | push: 10 | branches: 11 | - main 12 | 13 | # Run on pull requests targeting the main branch 14 | pull_request: 15 | branches: 16 | - main 17 | 18 | # Allows manual triggering of the workflow 19 | workflow_dispatch: 20 | 21 | jobs: 22 | build: 23 | runs-on: ubuntu-latest 24 | 25 | if: github.ref == 'refs/heads/main' 26 | 27 | steps: 28 | - name: Check out repository 29 | uses: actions/checkout@v3 30 | 31 | - name: Set up Python 3.12 32 | uses: actions/setup-python@v4 33 | with: 34 | python-version: '3.12' 35 | 36 | - name: Install Python dependencies 37 | run: | 38 | python -m venv venv 39 | source venv/bin/activate 40 | pip install --upgrade pip 41 | pip install -r scripts/requirements.txt 42 | 43 | - name: Run scripts 44 | run: | 45 | source venv/bin/activate 46 | ./scripts/process.sh 47 | python scripts/bond_us_flow.py 48 | 49 | - name: Configure Git 50 | run: | 51 | git config --global user.email "${{ env.CI_COMMIT_EMAIL }}" 52 | git config --global user.name "${{ env.CI_COMMIT_NAME }}" 53 | env: 54 | CI_COMMIT_NAME: "Automated commit" 55 | CI_COMMIT_EMAIL: "actions@users.noreply.github.com" 56 | 57 | - name: Commit and Push changes 58 | run: | 59 | git diff --quiet && echo "No changes to commit" || ( 60 | git add data archive datapackage.json&& 61 | git commit -m "${{ env.CI_COMMIT_MESSAGE }}" && 62 | git push origin main 63 | ) 64 | env: 65 | CI_COMMIT_MESSAGE: "Automated commit" 66 | -------------------------------------------------------------------------------- /scripts/bond_us_flow.py: -------------------------------------------------------------------------------- 1 | import os 2 | 3 | from dataflows import Flow, validate, load, set_type, update_resource, add_metadata, dump_to_path 4 | 5 | 6 | def readme(fpath='README.md'): 7 | if os.path.exists(fpath): 8 | return open(fpath).read() 9 | 10 | 11 | bond_us = Flow( 12 | add_metadata( 13 | name="bond-yields-us-10y", 14 | title="10 year US Government Bond Yields (long-term interest rate)", 15 | version="0.2.0", 16 | sources=[ 17 | { 18 | "name": "Federal Reserve (Release H.15)", 19 | "path": "http://www.federalreserve.gov/releases/h15/data.htm", 20 | "title": "Federal Reserve (Release H.15)" 21 | } 22 | ], 23 | licenses=[ 24 | { 25 | "id": "odc-pddl", 26 | "path": "http://opendatacommons.org/licenses/pddl/", 27 | "title": "Open Data Commons Public Domain Dedication and License v1.0", 28 | 'name': "open_data_commons_public_domain_dedication_and_license_v1.0" 29 | } 30 | ], 31 | views=[ 32 | { 33 | "name": "graph", 34 | "resources": ["monthly"], 35 | "title": "10 year US Government Bond Yields (Monthly granuarlity)", 36 | "specType": "simple", 37 | "spec": {"type": "line","group": "Date","series": ["Rate"]} 38 | } 39 | ], 40 | readme=readme(), 41 | collection="economic-data" 42 | ), 43 | load( 44 | load_source='http://www.federalreserve.gov/datadownload/Output.aspx?rel=H15&series=0809abf197c17f1ff0b2180fe7015cc3&lastObs=&from=&to=&filetype=csv&label=include&layout=seriescolumn', 45 | skip_rows=[i+1 for i in range(6)], 46 | headers=['Date', 'Rate'], 47 | format='csv', 48 | name='monthly' 49 | ), 50 | set_type('Date', type='date', format='any', descriptor='Date in ISO 8601'), 51 | set_type('Rate', type='number', description='Percent per year'), 52 | update_resource('monthly', **{'path':'data/monthly.csv', 'dpp:streaming': True}), 53 | validate(), 54 | dump_to_path() 55 | ) 56 | 57 | 58 | def flow(parameters, datapackage, resources, stats): 59 | return bond_us 60 | 61 | 62 | if __name__ == '__main__': 63 | bond_us.process() 64 | -------------------------------------------------------------------------------- /datapackage.json: -------------------------------------------------------------------------------- 1 | { 2 | "bytes": 14890, 3 | "collection": "economic-data", 4 | "count_of_rows": 871, 5 | "hash": "5326293fbb8a626f2e7736ecbec206db", 6 | "licenses": [ 7 | { 8 | "id": "odc-pddl", 9 | "name": "open_data_commons_public_domain_dedication_and_license_v1.0", 10 | "path": "http://opendatacommons.org/licenses/pddl/", 11 | "title": "Open Data Commons Public Domain Dedication and License v1.0" 12 | } 13 | ], 14 | "name": "bond-yields-us-10y", 15 | "profile": "data-package", 16 | "readme": "\"badge\"\n\n10 year nominal yields on US government bonds from the Federal Reserve. The 10\nyear government bond yield is considered a standard indicator of long-term\ninterest rates.\n\n## Data\n\nData comes from the [Release H.15 from the Federal Reserve - Selected Interest\nRates Daily][fed] specifically the [10 year US Treasury (monthly,\ncsv)][fed-csv].\n\n[fed]: http://www.federalreserve.gov/releases/h15/data.htm\n[fed-csv]: http://www.federalreserve.gov/datadownload/Output.aspx?rel=H15&series=0809abf197c17f1ff0b2180fe7015cc3&lastObs=&from=&to=&filetype=csv&label=include&layout=seriescolumn\n\n## Preparation\n\nYou will need Python 3.6 or greater and dataflows library to run the script\n\nTo update the data run the process script locally:\n\n```\n# Install necessary libraries\npip install -r scripts/requirements.txt\n\n# Update the data\n./scripts/process.sh\n\n# Run the script\npython scripts/bond_us_flow.py\n```\n\nNote we keep a copy of the raw data from the Federal Reserve (pre-tidying) in\n`archive`.\n\n## Automation\n\nUp-to-date (auto-updates every month) bond-yields-us-10y dataset could be found on the datahub.io: https://datahub.io/core/bond-yields-us-10y\n\n# License\n\nLicensed under the [Public Domain Dedication and License][pddl] (assuming\neither no rights or public domain license in source data).\n\n[pddl]: http://opendatacommons.org/licenses/pddl/1.0/\n", 17 | "resources": [ 18 | { 19 | "bytes": 14890, 20 | "dialect": { 21 | "caseSensitiveHeader": false, 22 | "delimiter": ",", 23 | "doubleQuote": true, 24 | "header": true, 25 | "lineTerminator": "\r\n", 26 | "quoteChar": "\"", 27 | "skipInitialSpace": false 28 | }, 29 | "dpp:streaming": true, 30 | "encoding": "utf-8", 31 | "format": "csv", 32 | "hash": "1681b3fe58a1d4efb17a5950e0915ec4", 33 | "name": "monthly", 34 | "path": "data/monthly.csv", 35 | "profile": "tabular-data-resource", 36 | "schema": { 37 | "fields": [ 38 | { 39 | "descriptor": "Date in ISO 8601", 40 | "format": "%Y-%m-%d", 41 | "name": "Date", 42 | "type": "date" 43 | }, 44 | { 45 | "decimalChar": ".", 46 | "description": "Percent per year", 47 | "format": "default", 48 | "groupChar": "", 49 | "name": "Rate", 50 | "type": "number" 51 | } 52 | ], 53 | "missingValues": [ 54 | "" 55 | ] 56 | } 57 | } 58 | ], 59 | "sources": [ 60 | { 61 | "name": "Federal Reserve (Release H.15)", 62 | "path": "http://www.federalreserve.gov/releases/h15/data.htm", 63 | "title": "Federal Reserve (Release H.15)" 64 | } 65 | ], 66 | "title": "10 year US Government Bond Yields (long-term interest rate)", 67 | "version": "0.2.0", 68 | "views": [ 69 | { 70 | "name": "graph", 71 | "resources": [ 72 | "monthly" 73 | ], 74 | "spec": { 75 | "group": "Date", 76 | "series": [ 77 | "Rate" 78 | ], 79 | "type": "line" 80 | }, 81 | "specType": "simple", 82 | "title": "10 year US Government Bond Yields (Monthly granuarlity)" 83 | } 84 | ] 85 | } -------------------------------------------------------------------------------- /archive/h15-m.csv: -------------------------------------------------------------------------------- 1 | "Series Description","Market yield on U.S. Treasury securities at 10-year constant maturity, quoted on investment basis" 2 | "Unit:","Percent:_Per_Year" 3 | "Multiplier:","1" 4 | "Currency:","NA" 5 | "Unique Identifier: ","H15/H15/RIFLGFCY10_N.M" 6 | "Time Period","RIFLGFCY10_N.M" 7 | 1953-04,2.83 8 | 1953-05,3.05 9 | 1953-06,3.11 10 | 1953-07,2.93 11 | 1953-08,2.95 12 | 1953-09,2.87 13 | 1953-10,2.66 14 | 1953-11,2.68 15 | 1953-12,2.59 16 | 1954-01,2.48 17 | 1954-02,2.47 18 | 1954-03,2.37 19 | 1954-04,2.29 20 | 1954-05,2.37 21 | 1954-06,2.38 22 | 1954-07,2.30 23 | 1954-08,2.36 24 | 1954-09,2.38 25 | 1954-10,2.43 26 | 1954-11,2.48 27 | 1954-12,2.51 28 | 1955-01,2.61 29 | 1955-02,2.65 30 | 1955-03,2.68 31 | 1955-04,2.75 32 | 1955-05,2.76 33 | 1955-06,2.78 34 | 1955-07,2.90 35 | 1955-08,2.97 36 | 1955-09,2.97 37 | 1955-10,2.88 38 | 1955-11,2.89 39 | 1955-12,2.96 40 | 1956-01,2.90 41 | 1956-02,2.84 42 | 1956-03,2.96 43 | 1956-04,3.18 44 | 1956-05,3.07 45 | 1956-06,3.00 46 | 1956-07,3.11 47 | 1956-08,3.33 48 | 1956-09,3.38 49 | 1956-10,3.34 50 | 1956-11,3.49 51 | 1956-12,3.59 52 | 1957-01,3.46 53 | 1957-02,3.34 54 | 1957-03,3.41 55 | 1957-04,3.48 56 | 1957-05,3.60 57 | 1957-06,3.80 58 | 1957-07,3.93 59 | 1957-08,3.93 60 | 1957-09,3.92 61 | 1957-10,3.97 62 | 1957-11,3.72 63 | 1957-12,3.21 64 | 1958-01,3.09 65 | 1958-02,3.05 66 | 1958-03,2.98 67 | 1958-04,2.88 68 | 1958-05,2.92 69 | 1958-06,2.97 70 | 1958-07,3.20 71 | 1958-08,3.54 72 | 1958-09,3.76 73 | 1958-10,3.80 74 | 1958-11,3.74 75 | 1958-12,3.86 76 | 1959-01,4.02 77 | 1959-02,3.96 78 | 1959-03,3.99 79 | 1959-04,4.12 80 | 1959-05,4.31 81 | 1959-06,4.34 82 | 1959-07,4.40 83 | 1959-08,4.43 84 | 1959-09,4.68 85 | 1959-10,4.53 86 | 1959-11,4.53 87 | 1959-12,4.69 88 | 1960-01,4.72 89 | 1960-02,4.49 90 | 1960-03,4.25 91 | 1960-04,4.28 92 | 1960-05,4.35 93 | 1960-06,4.15 94 | 1960-07,3.90 95 | 1960-08,3.80 96 | 1960-09,3.80 97 | 1960-10,3.89 98 | 1960-11,3.93 99 | 1960-12,3.84 100 | 1961-01,3.84 101 | 1961-02,3.78 102 | 1961-03,3.74 103 | 1961-04,3.78 104 | 1961-05,3.71 105 | 1961-06,3.88 106 | 1961-07,3.92 107 | 1961-08,4.04 108 | 1961-09,3.98 109 | 1961-10,3.92 110 | 1961-11,3.94 111 | 1961-12,4.06 112 | 1962-01,4.08 113 | 1962-02,4.04 114 | 1962-03,3.93 115 | 1962-04,3.84 116 | 1962-05,3.87 117 | 1962-06,3.91 118 | 1962-07,4.01 119 | 1962-08,3.98 120 | 1962-09,3.98 121 | 1962-10,3.93 122 | 1962-11,3.92 123 | 1962-12,3.86 124 | 1963-01,3.83 125 | 1963-02,3.92 126 | 1963-03,3.93 127 | 1963-04,3.97 128 | 1963-05,3.93 129 | 1963-06,3.99 130 | 1963-07,4.02 131 | 1963-08,4.00 132 | 1963-09,4.08 133 | 1963-10,4.11 134 | 1963-11,4.12 135 | 1963-12,4.13 136 | 1964-01,4.17 137 | 1964-02,4.15 138 | 1964-03,4.22 139 | 1964-04,4.23 140 | 1964-05,4.20 141 | 1964-06,4.17 142 | 1964-07,4.19 143 | 1964-08,4.19 144 | 1964-09,4.20 145 | 1964-10,4.19 146 | 1964-11,4.15 147 | 1964-12,4.18 148 | 1965-01,4.19 149 | 1965-02,4.21 150 | 1965-03,4.21 151 | 1965-04,4.20 152 | 1965-05,4.21 153 | 1965-06,4.21 154 | 1965-07,4.20 155 | 1965-08,4.25 156 | 1965-09,4.29 157 | 1965-10,4.35 158 | 1965-11,4.45 159 | 1965-12,4.62 160 | 1966-01,4.61 161 | 1966-02,4.83 162 | 1966-03,4.87 163 | 1966-04,4.75 164 | 1966-05,4.78 165 | 1966-06,4.81 166 | 1966-07,5.02 167 | 1966-08,5.22 168 | 1966-09,5.18 169 | 1966-10,5.01 170 | 1966-11,5.16 171 | 1966-12,4.84 172 | 1967-01,4.58 173 | 1967-02,4.63 174 | 1967-03,4.54 175 | 1967-04,4.59 176 | 1967-05,4.85 177 | 1967-06,5.02 178 | 1967-07,5.16 179 | 1967-08,5.28 180 | 1967-09,5.30 181 | 1967-10,5.48 182 | 1967-11,5.75 183 | 1967-12,5.70 184 | 1968-01,5.53 185 | 1968-02,5.56 186 | 1968-03,5.74 187 | 1968-04,5.64 188 | 1968-05,5.87 189 | 1968-06,5.72 190 | 1968-07,5.50 191 | 1968-08,5.42 192 | 1968-09,5.46 193 | 1968-10,5.58 194 | 1968-11,5.70 195 | 1968-12,6.03 196 | 1969-01,6.04 197 | 1969-02,6.19 198 | 1969-03,6.30 199 | 1969-04,6.17 200 | 1969-05,6.32 201 | 1969-06,6.57 202 | 1969-07,6.72 203 | 1969-08,6.69 204 | 1969-09,7.16 205 | 1969-10,7.10 206 | 1969-11,7.14 207 | 1969-12,7.65 208 | 1970-01,7.79 209 | 1970-02,7.24 210 | 1970-03,7.07 211 | 1970-04,7.39 212 | 1970-05,7.91 213 | 1970-06,7.84 214 | 1970-07,7.46 215 | 1970-08,7.53 216 | 1970-09,7.39 217 | 1970-10,7.33 218 | 1970-11,6.84 219 | 1970-12,6.39 220 | 1971-01,6.24 221 | 1971-02,6.11 222 | 1971-03,5.70 223 | 1971-04,5.83 224 | 1971-05,6.39 225 | 1971-06,6.52 226 | 1971-07,6.73 227 | 1971-08,6.58 228 | 1971-09,6.14 229 | 1971-10,5.93 230 | 1971-11,5.81 231 | 1971-12,5.93 232 | 1972-01,5.95 233 | 1972-02,6.08 234 | 1972-03,6.07 235 | 1972-04,6.19 236 | 1972-05,6.13 237 | 1972-06,6.11 238 | 1972-07,6.11 239 | 1972-08,6.21 240 | 1972-09,6.55 241 | 1972-10,6.48 242 | 1972-11,6.28 243 | 1972-12,6.36 244 | 1973-01,6.46 245 | 1973-02,6.64 246 | 1973-03,6.71 247 | 1973-04,6.67 248 | 1973-05,6.85 249 | 1973-06,6.90 250 | 1973-07,7.13 251 | 1973-08,7.40 252 | 1973-09,7.09 253 | 1973-10,6.79 254 | 1973-11,6.73 255 | 1973-12,6.74 256 | 1974-01,6.99 257 | 1974-02,6.96 258 | 1974-03,7.21 259 | 1974-04,7.51 260 | 1974-05,7.58 261 | 1974-06,7.54 262 | 1974-07,7.81 263 | 1974-08,8.04 264 | 1974-09,8.04 265 | 1974-10,7.90 266 | 1974-11,7.68 267 | 1974-12,7.43 268 | 1975-01,7.50 269 | 1975-02,7.39 270 | 1975-03,7.73 271 | 1975-04,8.23 272 | 1975-05,8.06 273 | 1975-06,7.86 274 | 1975-07,8.06 275 | 1975-08,8.40 276 | 1975-09,8.43 277 | 1975-10,8.14 278 | 1975-11,8.05 279 | 1975-12,8.00 280 | 1976-01,7.74 281 | 1976-02,7.79 282 | 1976-03,7.73 283 | 1976-04,7.56 284 | 1976-05,7.90 285 | 1976-06,7.86 286 | 1976-07,7.83 287 | 1976-08,7.77 288 | 1976-09,7.59 289 | 1976-10,7.41 290 | 1976-11,7.29 291 | 1976-12,6.87 292 | 1977-01,7.21 293 | 1977-02,7.39 294 | 1977-03,7.46 295 | 1977-04,7.37 296 | 1977-05,7.46 297 | 1977-06,7.28 298 | 1977-07,7.33 299 | 1977-08,7.40 300 | 1977-09,7.34 301 | 1977-10,7.52 302 | 1977-11,7.58 303 | 1977-12,7.69 304 | 1978-01,7.96 305 | 1978-02,8.03 306 | 1978-03,8.04 307 | 1978-04,8.15 308 | 1978-05,8.35 309 | 1978-06,8.46 310 | 1978-07,8.64 311 | 1978-08,8.41 312 | 1978-09,8.42 313 | 1978-10,8.64 314 | 1978-11,8.81 315 | 1978-12,9.01 316 | 1979-01,9.10 317 | 1979-02,9.10 318 | 1979-03,9.12 319 | 1979-04,9.18 320 | 1979-05,9.25 321 | 1979-06,8.91 322 | 1979-07,8.95 323 | 1979-08,9.03 324 | 1979-09,9.33 325 | 1979-10,10.30 326 | 1979-11,10.65 327 | 1979-12,10.39 328 | 1980-01,10.80 329 | 1980-02,12.41 330 | 1980-03,12.75 331 | 1980-04,11.47 332 | 1980-05,10.18 333 | 1980-06,9.78 334 | 1980-07,10.25 335 | 1980-08,11.10 336 | 1980-09,11.51 337 | 1980-10,11.75 338 | 1980-11,12.68 339 | 1980-12,12.84 340 | 1981-01,12.57 341 | 1981-02,13.19 342 | 1981-03,13.12 343 | 1981-04,13.68 344 | 1981-05,14.10 345 | 1981-06,13.47 346 | 1981-07,14.28 347 | 1981-08,14.94 348 | 1981-09,15.32 349 | 1981-10,15.15 350 | 1981-11,13.39 351 | 1981-12,13.72 352 | 1982-01,14.59 353 | 1982-02,14.43 354 | 1982-03,13.86 355 | 1982-04,13.87 356 | 1982-05,13.62 357 | 1982-06,14.30 358 | 1982-07,13.95 359 | 1982-08,13.06 360 | 1982-09,12.34 361 | 1982-10,10.91 362 | 1982-11,10.55 363 | 1982-12,10.54 364 | 1983-01,10.46 365 | 1983-02,10.72 366 | 1983-03,10.51 367 | 1983-04,10.40 368 | 1983-05,10.38 369 | 1983-06,10.85 370 | 1983-07,11.38 371 | 1983-08,11.85 372 | 1983-09,11.65 373 | 1983-10,11.54 374 | 1983-11,11.69 375 | 1983-12,11.83 376 | 1984-01,11.67 377 | 1984-02,11.84 378 | 1984-03,12.32 379 | 1984-04,12.63 380 | 1984-05,13.41 381 | 1984-06,13.56 382 | 1984-07,13.36 383 | 1984-08,12.72 384 | 1984-09,12.52 385 | 1984-10,12.16 386 | 1984-11,11.57 387 | 1984-12,11.50 388 | 1985-01,11.38 389 | 1985-02,11.51 390 | 1985-03,11.86 391 | 1985-04,11.43 392 | 1985-05,10.85 393 | 1985-06,10.16 394 | 1985-07,10.31 395 | 1985-08,10.33 396 | 1985-09,10.37 397 | 1985-10,10.24 398 | 1985-11,9.78 399 | 1985-12,9.26 400 | 1986-01,9.19 401 | 1986-02,8.70 402 | 1986-03,7.78 403 | 1986-04,7.30 404 | 1986-05,7.71 405 | 1986-06,7.80 406 | 1986-07,7.30 407 | 1986-08,7.17 408 | 1986-09,7.45 409 | 1986-10,7.43 410 | 1986-11,7.25 411 | 1986-12,7.11 412 | 1987-01,7.08 413 | 1987-02,7.25 414 | 1987-03,7.25 415 | 1987-04,8.02 416 | 1987-05,8.61 417 | 1987-06,8.40 418 | 1987-07,8.45 419 | 1987-08,8.76 420 | 1987-09,9.42 421 | 1987-10,9.52 422 | 1987-11,8.86 423 | 1987-12,8.99 424 | 1988-01,8.67 425 | 1988-02,8.21 426 | 1988-03,8.37 427 | 1988-04,8.72 428 | 1988-05,9.09 429 | 1988-06,8.92 430 | 1988-07,9.06 431 | 1988-08,9.26 432 | 1988-09,8.98 433 | 1988-10,8.80 434 | 1988-11,8.96 435 | 1988-12,9.11 436 | 1989-01,9.09 437 | 1989-02,9.17 438 | 1989-03,9.36 439 | 1989-04,9.18 440 | 1989-05,8.86 441 | 1989-06,8.28 442 | 1989-07,8.02 443 | 1989-08,8.11 444 | 1989-09,8.19 445 | 1989-10,8.01 446 | 1989-11,7.87 447 | 1989-12,7.84 448 | 1990-01,8.21 449 | 1990-02,8.47 450 | 1990-03,8.59 451 | 1990-04,8.79 452 | 1990-05,8.76 453 | 1990-06,8.48 454 | 1990-07,8.47 455 | 1990-08,8.75 456 | 1990-09,8.89 457 | 1990-10,8.72 458 | 1990-11,8.39 459 | 1990-12,8.08 460 | 1991-01,8.09 461 | 1991-02,7.85 462 | 1991-03,8.11 463 | 1991-04,8.04 464 | 1991-05,8.07 465 | 1991-06,8.28 466 | 1991-07,8.27 467 | 1991-08,7.90 468 | 1991-09,7.65 469 | 1991-10,7.53 470 | 1991-11,7.42 471 | 1991-12,7.09 472 | 1992-01,7.03 473 | 1992-02,7.34 474 | 1992-03,7.54 475 | 1992-04,7.48 476 | 1992-05,7.39 477 | 1992-06,7.26 478 | 1992-07,6.84 479 | 1992-08,6.59 480 | 1992-09,6.42 481 | 1992-10,6.59 482 | 1992-11,6.87 483 | 1992-12,6.77 484 | 1993-01,6.60 485 | 1993-02,6.26 486 | 1993-03,5.98 487 | 1993-04,5.97 488 | 1993-05,6.04 489 | 1993-06,5.96 490 | 1993-07,5.81 491 | 1993-08,5.68 492 | 1993-09,5.36 493 | 1993-10,5.33 494 | 1993-11,5.72 495 | 1993-12,5.77 496 | 1994-01,5.75 497 | 1994-02,5.97 498 | 1994-03,6.48 499 | 1994-04,6.97 500 | 1994-05,7.18 501 | 1994-06,7.10 502 | 1994-07,7.30 503 | 1994-08,7.24 504 | 1994-09,7.46 505 | 1994-10,7.74 506 | 1994-11,7.96 507 | 1994-12,7.81 508 | 1995-01,7.78 509 | 1995-02,7.47 510 | 1995-03,7.20 511 | 1995-04,7.06 512 | 1995-05,6.63 513 | 1995-06,6.17 514 | 1995-07,6.28 515 | 1995-08,6.49 516 | 1995-09,6.20 517 | 1995-10,6.04 518 | 1995-11,5.93 519 | 1995-12,5.71 520 | 1996-01,5.65 521 | 1996-02,5.81 522 | 1996-03,6.27 523 | 1996-04,6.51 524 | 1996-05,6.74 525 | 1996-06,6.91 526 | 1996-07,6.87 527 | 1996-08,6.64 528 | 1996-09,6.83 529 | 1996-10,6.53 530 | 1996-11,6.20 531 | 1996-12,6.30 532 | 1997-01,6.58 533 | 1997-02,6.42 534 | 1997-03,6.69 535 | 1997-04,6.89 536 | 1997-05,6.71 537 | 1997-06,6.49 538 | 1997-07,6.22 539 | 1997-08,6.30 540 | 1997-09,6.21 541 | 1997-10,6.03 542 | 1997-11,5.88 543 | 1997-12,5.81 544 | 1998-01,5.54 545 | 1998-02,5.57 546 | 1998-03,5.65 547 | 1998-04,5.64 548 | 1998-05,5.65 549 | 1998-06,5.50 550 | 1998-07,5.46 551 | 1998-08,5.34 552 | 1998-09,4.81 553 | 1998-10,4.53 554 | 1998-11,4.83 555 | 1998-12,4.65 556 | 1999-01,4.72 557 | 1999-02,5.00 558 | 1999-03,5.23 559 | 1999-04,5.18 560 | 1999-05,5.54 561 | 1999-06,5.90 562 | 1999-07,5.79 563 | 1999-08,5.94 564 | 1999-09,5.92 565 | 1999-10,6.11 566 | 1999-11,6.03 567 | 1999-12,6.28 568 | 2000-01,6.66 569 | 2000-02,6.52 570 | 2000-03,6.26 571 | 2000-04,5.99 572 | 2000-05,6.44 573 | 2000-06,6.10 574 | 2000-07,6.05 575 | 2000-08,5.83 576 | 2000-09,5.80 577 | 2000-10,5.74 578 | 2000-11,5.72 579 | 2000-12,5.24 580 | 2001-01,5.16 581 | 2001-02,5.10 582 | 2001-03,4.89 583 | 2001-04,5.14 584 | 2001-05,5.39 585 | 2001-06,5.28 586 | 2001-07,5.24 587 | 2001-08,4.97 588 | 2001-09,4.73 589 | 2001-10,4.57 590 | 2001-11,4.65 591 | 2001-12,5.09 592 | 2002-01,5.04 593 | 2002-02,4.91 594 | 2002-03,5.28 595 | 2002-04,5.21 596 | 2002-05,5.16 597 | 2002-06,4.93 598 | 2002-07,4.65 599 | 2002-08,4.26 600 | 2002-09,3.87 601 | 2002-10,3.94 602 | 2002-11,4.05 603 | 2002-12,4.03 604 | 2003-01,4.05 605 | 2003-02,3.90 606 | 2003-03,3.81 607 | 2003-04,3.96 608 | 2003-05,3.57 609 | 2003-06,3.33 610 | 2003-07,3.98 611 | 2003-08,4.45 612 | 2003-09,4.27 613 | 2003-10,4.29 614 | 2003-11,4.30 615 | 2003-12,4.27 616 | 2004-01,4.15 617 | 2004-02,4.08 618 | 2004-03,3.83 619 | 2004-04,4.35 620 | 2004-05,4.72 621 | 2004-06,4.73 622 | 2004-07,4.50 623 | 2004-08,4.28 624 | 2004-09,4.13 625 | 2004-10,4.10 626 | 2004-11,4.19 627 | 2004-12,4.23 628 | 2005-01,4.22 629 | 2005-02,4.17 630 | 2005-03,4.50 631 | 2005-04,4.34 632 | 2005-05,4.14 633 | 2005-06,4.00 634 | 2005-07,4.18 635 | 2005-08,4.26 636 | 2005-09,4.20 637 | 2005-10,4.46 638 | 2005-11,4.54 639 | 2005-12,4.47 640 | 2006-01,4.42 641 | 2006-02,4.57 642 | 2006-03,4.72 643 | 2006-04,4.99 644 | 2006-05,5.11 645 | 2006-06,5.11 646 | 2006-07,5.09 647 | 2006-08,4.88 648 | 2006-09,4.72 649 | 2006-10,4.73 650 | 2006-11,4.60 651 | 2006-12,4.56 652 | 2007-01,4.76 653 | 2007-02,4.72 654 | 2007-03,4.56 655 | 2007-04,4.69 656 | 2007-05,4.75 657 | 2007-06,5.10 658 | 2007-07,5.00 659 | 2007-08,4.67 660 | 2007-09,4.52 661 | 2007-10,4.53 662 | 2007-11,4.15 663 | 2007-12,4.10 664 | 2008-01,3.74 665 | 2008-02,3.74 666 | 2008-03,3.51 667 | 2008-04,3.68 668 | 2008-05,3.88 669 | 2008-06,4.10 670 | 2008-07,4.01 671 | 2008-08,3.89 672 | 2008-09,3.69 673 | 2008-10,3.81 674 | 2008-11,3.53 675 | 2008-12,2.42 676 | 2009-01,2.52 677 | 2009-02,2.87 678 | 2009-03,2.82 679 | 2009-04,2.93 680 | 2009-05,3.29 681 | 2009-06,3.72 682 | 2009-07,3.56 683 | 2009-08,3.59 684 | 2009-09,3.40 685 | 2009-10,3.39 686 | 2009-11,3.40 687 | 2009-12,3.59 688 | 2010-01,3.73 689 | 2010-02,3.69 690 | 2010-03,3.73 691 | 2010-04,3.85 692 | 2010-05,3.42 693 | 2010-06,3.20 694 | 2010-07,3.01 695 | 2010-08,2.70 696 | 2010-09,2.65 697 | 2010-10,2.54 698 | 2010-11,2.76 699 | 2010-12,3.29 700 | 2011-01,3.39 701 | 2011-02,3.58 702 | 2011-03,3.41 703 | 2011-04,3.46 704 | 2011-05,3.17 705 | 2011-06,3.00 706 | 2011-07,3.00 707 | 2011-08,2.30 708 | 2011-09,1.98 709 | 2011-10,2.15 710 | 2011-11,2.01 711 | 2011-12,1.98 712 | 2012-01,1.97 713 | 2012-02,1.97 714 | 2012-03,2.17 715 | 2012-04,2.05 716 | 2012-05,1.80 717 | 2012-06,1.62 718 | 2012-07,1.53 719 | 2012-08,1.68 720 | 2012-09,1.72 721 | 2012-10,1.75 722 | 2012-11,1.65 723 | 2012-12,1.72 724 | 2013-01,1.91 725 | 2013-02,1.98 726 | 2013-03,1.96 727 | 2013-04,1.76 728 | 2013-05,1.93 729 | 2013-06,2.30 730 | 2013-07,2.58 731 | 2013-08,2.74 732 | 2013-09,2.81 733 | 2013-10,2.62 734 | 2013-11,2.72 735 | 2013-12,2.90 736 | 2014-01,2.86 737 | 2014-02,2.71 738 | 2014-03,2.72 739 | 2014-04,2.71 740 | 2014-05,2.56 741 | 2014-06,2.60 742 | 2014-07,2.54 743 | 2014-08,2.42 744 | 2014-09,2.53 745 | 2014-10,2.30 746 | 2014-11,2.33 747 | 2014-12,2.21 748 | 2015-01,1.88 749 | 2015-02,1.98 750 | 2015-03,2.04 751 | 2015-04,1.94 752 | 2015-05,2.20 753 | 2015-06,2.36 754 | 2015-07,2.32 755 | 2015-08,2.17 756 | 2015-09,2.17 757 | 2015-10,2.07 758 | 2015-11,2.26 759 | 2015-12,2.24 760 | 2016-01,2.09 761 | 2016-02,1.78 762 | 2016-03,1.89 763 | 2016-04,1.81 764 | 2016-05,1.81 765 | 2016-06,1.64 766 | 2016-07,1.50 767 | 2016-08,1.56 768 | 2016-09,1.63 769 | 2016-10,1.76 770 | 2016-11,2.14 771 | 2016-12,2.49 772 | 2017-01,2.43 773 | 2017-02,2.42 774 | 2017-03,2.48 775 | 2017-04,2.30 776 | 2017-05,2.30 777 | 2017-06,2.19 778 | 2017-07,2.32 779 | 2017-08,2.21 780 | 2017-09,2.20 781 | 2017-10,2.36 782 | 2017-11,2.35 783 | 2017-12,2.40 784 | 2018-01,2.58 785 | 2018-02,2.86 786 | 2018-03,2.84 787 | 2018-04,2.87 788 | 2018-05,2.98 789 | 2018-06,2.91 790 | 2018-07,2.89 791 | 2018-08,2.89 792 | 2018-09,3.00 793 | 2018-10,3.15 794 | 2018-11,3.12 795 | 2018-12,2.83 796 | 2019-01,2.71 797 | 2019-02,2.68 798 | 2019-03,2.57 799 | 2019-04,2.53 800 | 2019-05,2.40 801 | 2019-06,2.07 802 | 2019-07,2.06 803 | 2019-08,1.63 804 | 2019-09,1.70 805 | 2019-10,1.71 806 | 2019-11,1.81 807 | 2019-12,1.86 808 | 2020-01,1.76 809 | 2020-02,1.50 810 | 2020-03,0.87 811 | 2020-04,0.66 812 | 2020-05,0.67 813 | 2020-06,0.73 814 | 2020-07,0.62 815 | 2020-08,0.65 816 | 2020-09,0.68 817 | 2020-10,0.79 818 | 2020-11,0.87 819 | 2020-12,0.93 820 | 2021-01,1.08 821 | 2021-02,1.26 822 | 2021-03,1.61 823 | 2021-04,1.64 824 | 2021-05,1.62 825 | 2021-06,1.52 826 | 2021-07,1.32 827 | 2021-08,1.28 828 | 2021-09,1.37 829 | 2021-10,1.58 830 | 2021-11,1.56 831 | 2021-12,1.47 832 | 2022-01,1.76 833 | 2022-02,1.93 834 | 2022-03,2.13 835 | 2022-04,2.75 836 | 2022-05,2.90 837 | 2022-06,3.14 838 | 2022-07,2.90 839 | 2022-08,2.90 840 | 2022-09,3.52 841 | 2022-10,3.98 842 | 2022-11,3.89 843 | 2022-12,3.62 844 | 2023-01,3.53 845 | 2023-02,3.75 846 | 2023-03,3.66 847 | 2023-04,3.46 848 | 2023-05,3.57 849 | 2023-06,3.75 850 | 2023-07,3.90 851 | 2023-08,4.17 852 | 2023-09,4.38 853 | 2023-10,4.80 854 | 2023-11,4.50 855 | 2023-12,4.02 856 | 2024-01,4.06 857 | 2024-02,4.21 858 | 2024-03,4.21 859 | 2024-04,4.54 860 | 2024-05,4.48 861 | 2024-06,4.31 862 | 2024-07,4.25 863 | 2024-08,3.87 864 | 2024-09,3.72 865 | 2024-10,4.10 866 | 2024-11,4.36 867 | 2024-12,4.39 868 | 2025-01,4.63 869 | 2025-02,4.45 870 | 2025-03,4.28 871 | 2025-04,4.28 872 | 2025-05,4.42 873 | 2025-06,4.38 874 | 2025-07,4.39 875 | 2025-08,4.26 876 | 2025-09,4.12 877 | 2025-10,4.06 -------------------------------------------------------------------------------- /data/monthly.csv: -------------------------------------------------------------------------------- 1 | Date,Rate 2 | 1953-04-01,2.83 3 | 1953-05-01,3.05 4 | 1953-06-01,3.11 5 | 1953-07-01,2.93 6 | 1953-08-01,2.95 7 | 1953-09-01,2.87 8 | 1953-10-01,2.66 9 | 1953-11-01,2.68 10 | 1953-12-01,2.59 11 | 1954-01-01,2.48 12 | 1954-02-01,2.47 13 | 1954-03-01,2.37 14 | 1954-04-01,2.29 15 | 1954-05-01,2.37 16 | 1954-06-01,2.38 17 | 1954-07-01,2.30 18 | 1954-08-01,2.36 19 | 1954-09-01,2.38 20 | 1954-10-01,2.43 21 | 1954-11-01,2.48 22 | 1954-12-01,2.51 23 | 1955-01-01,2.61 24 | 1955-02-01,2.65 25 | 1955-03-01,2.68 26 | 1955-04-01,2.75 27 | 1955-05-01,2.76 28 | 1955-06-01,2.78 29 | 1955-07-01,2.90 30 | 1955-08-01,2.97 31 | 1955-09-01,2.97 32 | 1955-10-01,2.88 33 | 1955-11-01,2.89 34 | 1955-12-01,2.96 35 | 1956-01-01,2.90 36 | 1956-02-01,2.84 37 | 1956-03-01,2.96 38 | 1956-04-01,3.18 39 | 1956-05-01,3.07 40 | 1956-06-01,3.00 41 | 1956-07-01,3.11 42 | 1956-08-01,3.33 43 | 1956-09-01,3.38 44 | 1956-10-01,3.34 45 | 1956-11-01,3.49 46 | 1956-12-01,3.59 47 | 1957-01-01,3.46 48 | 1957-02-01,3.34 49 | 1957-03-01,3.41 50 | 1957-04-01,3.48 51 | 1957-05-01,3.60 52 | 1957-06-01,3.80 53 | 1957-07-01,3.93 54 | 1957-08-01,3.93 55 | 1957-09-01,3.92 56 | 1957-10-01,3.97 57 | 1957-11-01,3.72 58 | 1957-12-01,3.21 59 | 1958-01-01,3.09 60 | 1958-02-01,3.05 61 | 1958-03-01,2.98 62 | 1958-04-01,2.88 63 | 1958-05-01,2.92 64 | 1958-06-01,2.97 65 | 1958-07-01,3.20 66 | 1958-08-01,3.54 67 | 1958-09-01,3.76 68 | 1958-10-01,3.80 69 | 1958-11-01,3.74 70 | 1958-12-01,3.86 71 | 1959-01-01,4.02 72 | 1959-02-01,3.96 73 | 1959-03-01,3.99 74 | 1959-04-01,4.12 75 | 1959-05-01,4.31 76 | 1959-06-01,4.34 77 | 1959-07-01,4.40 78 | 1959-08-01,4.43 79 | 1959-09-01,4.68 80 | 1959-10-01,4.53 81 | 1959-11-01,4.53 82 | 1959-12-01,4.69 83 | 1960-01-01,4.72 84 | 1960-02-01,4.49 85 | 1960-03-01,4.25 86 | 1960-04-01,4.28 87 | 1960-05-01,4.35 88 | 1960-06-01,4.15 89 | 1960-07-01,3.90 90 | 1960-08-01,3.80 91 | 1960-09-01,3.80 92 | 1960-10-01,3.89 93 | 1960-11-01,3.93 94 | 1960-12-01,3.84 95 | 1961-01-01,3.84 96 | 1961-02-01,3.78 97 | 1961-03-01,3.74 98 | 1961-04-01,3.78 99 | 1961-05-01,3.71 100 | 1961-06-01,3.88 101 | 1961-07-01,3.92 102 | 1961-08-01,4.04 103 | 1961-09-01,3.98 104 | 1961-10-01,3.92 105 | 1961-11-01,3.94 106 | 1961-12-01,4.06 107 | 1962-01-01,4.08 108 | 1962-02-01,4.04 109 | 1962-03-01,3.93 110 | 1962-04-01,3.84 111 | 1962-05-01,3.87 112 | 1962-06-01,3.91 113 | 1962-07-01,4.01 114 | 1962-08-01,3.98 115 | 1962-09-01,3.98 116 | 1962-10-01,3.93 117 | 1962-11-01,3.92 118 | 1962-12-01,3.86 119 | 1963-01-01,3.83 120 | 1963-02-01,3.92 121 | 1963-03-01,3.93 122 | 1963-04-01,3.97 123 | 1963-05-01,3.93 124 | 1963-06-01,3.99 125 | 1963-07-01,4.02 126 | 1963-08-01,4.00 127 | 1963-09-01,4.08 128 | 1963-10-01,4.11 129 | 1963-11-01,4.12 130 | 1963-12-01,4.13 131 | 1964-01-01,4.17 132 | 1964-02-01,4.15 133 | 1964-03-01,4.22 134 | 1964-04-01,4.23 135 | 1964-05-01,4.20 136 | 1964-06-01,4.17 137 | 1964-07-01,4.19 138 | 1964-08-01,4.19 139 | 1964-09-01,4.20 140 | 1964-10-01,4.19 141 | 1964-11-01,4.15 142 | 1964-12-01,4.18 143 | 1965-01-01,4.19 144 | 1965-02-01,4.21 145 | 1965-03-01,4.21 146 | 1965-04-01,4.20 147 | 1965-05-01,4.21 148 | 1965-06-01,4.21 149 | 1965-07-01,4.20 150 | 1965-08-01,4.25 151 | 1965-09-01,4.29 152 | 1965-10-01,4.35 153 | 1965-11-01,4.45 154 | 1965-12-01,4.62 155 | 1966-01-01,4.61 156 | 1966-02-01,4.83 157 | 1966-03-01,4.87 158 | 1966-04-01,4.75 159 | 1966-05-01,4.78 160 | 1966-06-01,4.81 161 | 1966-07-01,5.02 162 | 1966-08-01,5.22 163 | 1966-09-01,5.18 164 | 1966-10-01,5.01 165 | 1966-11-01,5.16 166 | 1966-12-01,4.84 167 | 1967-01-01,4.58 168 | 1967-02-01,4.63 169 | 1967-03-01,4.54 170 | 1967-04-01,4.59 171 | 1967-05-01,4.85 172 | 1967-06-01,5.02 173 | 1967-07-01,5.16 174 | 1967-08-01,5.28 175 | 1967-09-01,5.30 176 | 1967-10-01,5.48 177 | 1967-11-01,5.75 178 | 1967-12-01,5.70 179 | 1968-01-01,5.53 180 | 1968-02-01,5.56 181 | 1968-03-01,5.74 182 | 1968-04-01,5.64 183 | 1968-05-01,5.87 184 | 1968-06-01,5.72 185 | 1968-07-01,5.50 186 | 1968-08-01,5.42 187 | 1968-09-01,5.46 188 | 1968-10-01,5.58 189 | 1968-11-01,5.70 190 | 1968-12-01,6.03 191 | 1969-01-01,6.04 192 | 1969-02-01,6.19 193 | 1969-03-01,6.30 194 | 1969-04-01,6.17 195 | 1969-05-01,6.32 196 | 1969-06-01,6.57 197 | 1969-07-01,6.72 198 | 1969-08-01,6.69 199 | 1969-09-01,7.16 200 | 1969-10-01,7.10 201 | 1969-11-01,7.14 202 | 1969-12-01,7.65 203 | 1970-01-01,7.79 204 | 1970-02-01,7.24 205 | 1970-03-01,7.07 206 | 1970-04-01,7.39 207 | 1970-05-01,7.91 208 | 1970-06-01,7.84 209 | 1970-07-01,7.46 210 | 1970-08-01,7.53 211 | 1970-09-01,7.39 212 | 1970-10-01,7.33 213 | 1970-11-01,6.84 214 | 1970-12-01,6.39 215 | 1971-01-01,6.24 216 | 1971-02-01,6.11 217 | 1971-03-01,5.70 218 | 1971-04-01,5.83 219 | 1971-05-01,6.39 220 | 1971-06-01,6.52 221 | 1971-07-01,6.73 222 | 1971-08-01,6.58 223 | 1971-09-01,6.14 224 | 1971-10-01,5.93 225 | 1971-11-01,5.81 226 | 1971-12-01,5.93 227 | 1972-01-01,5.95 228 | 1972-02-01,6.08 229 | 1972-03-01,6.07 230 | 1972-04-01,6.19 231 | 1972-05-01,6.13 232 | 1972-06-01,6.11 233 | 1972-07-01,6.11 234 | 1972-08-01,6.21 235 | 1972-09-01,6.55 236 | 1972-10-01,6.48 237 | 1972-11-01,6.28 238 | 1972-12-01,6.36 239 | 1973-01-01,6.46 240 | 1973-02-01,6.64 241 | 1973-03-01,6.71 242 | 1973-04-01,6.67 243 | 1973-05-01,6.85 244 | 1973-06-01,6.90 245 | 1973-07-01,7.13 246 | 1973-08-01,7.40 247 | 1973-09-01,7.09 248 | 1973-10-01,6.79 249 | 1973-11-01,6.73 250 | 1973-12-01,6.74 251 | 1974-01-01,6.99 252 | 1974-02-01,6.96 253 | 1974-03-01,7.21 254 | 1974-04-01,7.51 255 | 1974-05-01,7.58 256 | 1974-06-01,7.54 257 | 1974-07-01,7.81 258 | 1974-08-01,8.04 259 | 1974-09-01,8.04 260 | 1974-10-01,7.90 261 | 1974-11-01,7.68 262 | 1974-12-01,7.43 263 | 1975-01-01,7.50 264 | 1975-02-01,7.39 265 | 1975-03-01,7.73 266 | 1975-04-01,8.23 267 | 1975-05-01,8.06 268 | 1975-06-01,7.86 269 | 1975-07-01,8.06 270 | 1975-08-01,8.40 271 | 1975-09-01,8.43 272 | 1975-10-01,8.14 273 | 1975-11-01,8.05 274 | 1975-12-01,8.00 275 | 1976-01-01,7.74 276 | 1976-02-01,7.79 277 | 1976-03-01,7.73 278 | 1976-04-01,7.56 279 | 1976-05-01,7.90 280 | 1976-06-01,7.86 281 | 1976-07-01,7.83 282 | 1976-08-01,7.77 283 | 1976-09-01,7.59 284 | 1976-10-01,7.41 285 | 1976-11-01,7.29 286 | 1976-12-01,6.87 287 | 1977-01-01,7.21 288 | 1977-02-01,7.39 289 | 1977-03-01,7.46 290 | 1977-04-01,7.37 291 | 1977-05-01,7.46 292 | 1977-06-01,7.28 293 | 1977-07-01,7.33 294 | 1977-08-01,7.40 295 | 1977-09-01,7.34 296 | 1977-10-01,7.52 297 | 1977-11-01,7.58 298 | 1977-12-01,7.69 299 | 1978-01-01,7.96 300 | 1978-02-01,8.03 301 | 1978-03-01,8.04 302 | 1978-04-01,8.15 303 | 1978-05-01,8.35 304 | 1978-06-01,8.46 305 | 1978-07-01,8.64 306 | 1978-08-01,8.41 307 | 1978-09-01,8.42 308 | 1978-10-01,8.64 309 | 1978-11-01,8.81 310 | 1978-12-01,9.01 311 | 1979-01-01,9.10 312 | 1979-02-01,9.10 313 | 1979-03-01,9.12 314 | 1979-04-01,9.18 315 | 1979-05-01,9.25 316 | 1979-06-01,8.91 317 | 1979-07-01,8.95 318 | 1979-08-01,9.03 319 | 1979-09-01,9.33 320 | 1979-10-01,10.30 321 | 1979-11-01,10.65 322 | 1979-12-01,10.39 323 | 1980-01-01,10.80 324 | 1980-02-01,12.41 325 | 1980-03-01,12.75 326 | 1980-04-01,11.47 327 | 1980-05-01,10.18 328 | 1980-06-01,9.78 329 | 1980-07-01,10.25 330 | 1980-08-01,11.10 331 | 1980-09-01,11.51 332 | 1980-10-01,11.75 333 | 1980-11-01,12.68 334 | 1980-12-01,12.84 335 | 1981-01-01,12.57 336 | 1981-02-01,13.19 337 | 1981-03-01,13.12 338 | 1981-04-01,13.68 339 | 1981-05-01,14.10 340 | 1981-06-01,13.47 341 | 1981-07-01,14.28 342 | 1981-08-01,14.94 343 | 1981-09-01,15.32 344 | 1981-10-01,15.15 345 | 1981-11-01,13.39 346 | 1981-12-01,13.72 347 | 1982-01-01,14.59 348 | 1982-02-01,14.43 349 | 1982-03-01,13.86 350 | 1982-04-01,13.87 351 | 1982-05-01,13.62 352 | 1982-06-01,14.30 353 | 1982-07-01,13.95 354 | 1982-08-01,13.06 355 | 1982-09-01,12.34 356 | 1982-10-01,10.91 357 | 1982-11-01,10.55 358 | 1982-12-01,10.54 359 | 1983-01-01,10.46 360 | 1983-02-01,10.72 361 | 1983-03-01,10.51 362 | 1983-04-01,10.40 363 | 1983-05-01,10.38 364 | 1983-06-01,10.85 365 | 1983-07-01,11.38 366 | 1983-08-01,11.85 367 | 1983-09-01,11.65 368 | 1983-10-01,11.54 369 | 1983-11-01,11.69 370 | 1983-12-01,11.83 371 | 1984-01-01,11.67 372 | 1984-02-01,11.84 373 | 1984-03-01,12.32 374 | 1984-04-01,12.63 375 | 1984-05-01,13.41 376 | 1984-06-01,13.56 377 | 1984-07-01,13.36 378 | 1984-08-01,12.72 379 | 1984-09-01,12.52 380 | 1984-10-01,12.16 381 | 1984-11-01,11.57 382 | 1984-12-01,11.50 383 | 1985-01-01,11.38 384 | 1985-02-01,11.51 385 | 1985-03-01,11.86 386 | 1985-04-01,11.43 387 | 1985-05-01,10.85 388 | 1985-06-01,10.16 389 | 1985-07-01,10.31 390 | 1985-08-01,10.33 391 | 1985-09-01,10.37 392 | 1985-10-01,10.24 393 | 1985-11-01,9.78 394 | 1985-12-01,9.26 395 | 1986-01-01,9.19 396 | 1986-02-01,8.70 397 | 1986-03-01,7.78 398 | 1986-04-01,7.30 399 | 1986-05-01,7.71 400 | 1986-06-01,7.80 401 | 1986-07-01,7.30 402 | 1986-08-01,7.17 403 | 1986-09-01,7.45 404 | 1986-10-01,7.43 405 | 1986-11-01,7.25 406 | 1986-12-01,7.11 407 | 1987-01-01,7.08 408 | 1987-02-01,7.25 409 | 1987-03-01,7.25 410 | 1987-04-01,8.02 411 | 1987-05-01,8.61 412 | 1987-06-01,8.40 413 | 1987-07-01,8.45 414 | 1987-08-01,8.76 415 | 1987-09-01,9.42 416 | 1987-10-01,9.52 417 | 1987-11-01,8.86 418 | 1987-12-01,8.99 419 | 1988-01-01,8.67 420 | 1988-02-01,8.21 421 | 1988-03-01,8.37 422 | 1988-04-01,8.72 423 | 1988-05-01,9.09 424 | 1988-06-01,8.92 425 | 1988-07-01,9.06 426 | 1988-08-01,9.26 427 | 1988-09-01,8.98 428 | 1988-10-01,8.80 429 | 1988-11-01,8.96 430 | 1988-12-01,9.11 431 | 1989-01-01,9.09 432 | 1989-02-01,9.17 433 | 1989-03-01,9.36 434 | 1989-04-01,9.18 435 | 1989-05-01,8.86 436 | 1989-06-01,8.28 437 | 1989-07-01,8.02 438 | 1989-08-01,8.11 439 | 1989-09-01,8.19 440 | 1989-10-01,8.01 441 | 1989-11-01,7.87 442 | 1989-12-01,7.84 443 | 1990-01-01,8.21 444 | 1990-02-01,8.47 445 | 1990-03-01,8.59 446 | 1990-04-01,8.79 447 | 1990-05-01,8.76 448 | 1990-06-01,8.48 449 | 1990-07-01,8.47 450 | 1990-08-01,8.75 451 | 1990-09-01,8.89 452 | 1990-10-01,8.72 453 | 1990-11-01,8.39 454 | 1990-12-01,8.08 455 | 1991-01-01,8.09 456 | 1991-02-01,7.85 457 | 1991-03-01,8.11 458 | 1991-04-01,8.04 459 | 1991-05-01,8.07 460 | 1991-06-01,8.28 461 | 1991-07-01,8.27 462 | 1991-08-01,7.90 463 | 1991-09-01,7.65 464 | 1991-10-01,7.53 465 | 1991-11-01,7.42 466 | 1991-12-01,7.09 467 | 1992-01-01,7.03 468 | 1992-02-01,7.34 469 | 1992-03-01,7.54 470 | 1992-04-01,7.48 471 | 1992-05-01,7.39 472 | 1992-06-01,7.26 473 | 1992-07-01,6.84 474 | 1992-08-01,6.59 475 | 1992-09-01,6.42 476 | 1992-10-01,6.59 477 | 1992-11-01,6.87 478 | 1992-12-01,6.77 479 | 1993-01-01,6.60 480 | 1993-02-01,6.26 481 | 1993-03-01,5.98 482 | 1993-04-01,5.97 483 | 1993-05-01,6.04 484 | 1993-06-01,5.96 485 | 1993-07-01,5.81 486 | 1993-08-01,5.68 487 | 1993-09-01,5.36 488 | 1993-10-01,5.33 489 | 1993-11-01,5.72 490 | 1993-12-01,5.77 491 | 1994-01-01,5.75 492 | 1994-02-01,5.97 493 | 1994-03-01,6.48 494 | 1994-04-01,6.97 495 | 1994-05-01,7.18 496 | 1994-06-01,7.10 497 | 1994-07-01,7.30 498 | 1994-08-01,7.24 499 | 1994-09-01,7.46 500 | 1994-10-01,7.74 501 | 1994-11-01,7.96 502 | 1994-12-01,7.81 503 | 1995-01-01,7.78 504 | 1995-02-01,7.47 505 | 1995-03-01,7.20 506 | 1995-04-01,7.06 507 | 1995-05-01,6.63 508 | 1995-06-01,6.17 509 | 1995-07-01,6.28 510 | 1995-08-01,6.49 511 | 1995-09-01,6.20 512 | 1995-10-01,6.04 513 | 1995-11-01,5.93 514 | 1995-12-01,5.71 515 | 1996-01-01,5.65 516 | 1996-02-01,5.81 517 | 1996-03-01,6.27 518 | 1996-04-01,6.51 519 | 1996-05-01,6.74 520 | 1996-06-01,6.91 521 | 1996-07-01,6.87 522 | 1996-08-01,6.64 523 | 1996-09-01,6.83 524 | 1996-10-01,6.53 525 | 1996-11-01,6.20 526 | 1996-12-01,6.30 527 | 1997-01-01,6.58 528 | 1997-02-01,6.42 529 | 1997-03-01,6.69 530 | 1997-04-01,6.89 531 | 1997-05-01,6.71 532 | 1997-06-01,6.49 533 | 1997-07-01,6.22 534 | 1997-08-01,6.30 535 | 1997-09-01,6.21 536 | 1997-10-01,6.03 537 | 1997-11-01,5.88 538 | 1997-12-01,5.81 539 | 1998-01-01,5.54 540 | 1998-02-01,5.57 541 | 1998-03-01,5.65 542 | 1998-04-01,5.64 543 | 1998-05-01,5.65 544 | 1998-06-01,5.50 545 | 1998-07-01,5.46 546 | 1998-08-01,5.34 547 | 1998-09-01,4.81 548 | 1998-10-01,4.53 549 | 1998-11-01,4.83 550 | 1998-12-01,4.65 551 | 1999-01-01,4.72 552 | 1999-02-01,5.00 553 | 1999-03-01,5.23 554 | 1999-04-01,5.18 555 | 1999-05-01,5.54 556 | 1999-06-01,5.90 557 | 1999-07-01,5.79 558 | 1999-08-01,5.94 559 | 1999-09-01,5.92 560 | 1999-10-01,6.11 561 | 1999-11-01,6.03 562 | 1999-12-01,6.28 563 | 2000-01-01,6.66 564 | 2000-02-01,6.52 565 | 2000-03-01,6.26 566 | 2000-04-01,5.99 567 | 2000-05-01,6.44 568 | 2000-06-01,6.10 569 | 2000-07-01,6.05 570 | 2000-08-01,5.83 571 | 2000-09-01,5.80 572 | 2000-10-01,5.74 573 | 2000-11-01,5.72 574 | 2000-12-01,5.24 575 | 2001-01-01,5.16 576 | 2001-02-01,5.10 577 | 2001-03-01,4.89 578 | 2001-04-01,5.14 579 | 2001-05-01,5.39 580 | 2001-06-01,5.28 581 | 2001-07-01,5.24 582 | 2001-08-01,4.97 583 | 2001-09-01,4.73 584 | 2001-10-01,4.57 585 | 2001-11-01,4.65 586 | 2001-12-01,5.09 587 | 2002-01-01,5.04 588 | 2002-02-01,4.91 589 | 2002-03-01,5.28 590 | 2002-04-01,5.21 591 | 2002-05-01,5.16 592 | 2002-06-01,4.93 593 | 2002-07-01,4.65 594 | 2002-08-01,4.26 595 | 2002-09-01,3.87 596 | 2002-10-01,3.94 597 | 2002-11-01,4.05 598 | 2002-12-01,4.03 599 | 2003-01-01,4.05 600 | 2003-02-01,3.90 601 | 2003-03-01,3.81 602 | 2003-04-01,3.96 603 | 2003-05-01,3.57 604 | 2003-06-01,3.33 605 | 2003-07-01,3.98 606 | 2003-08-01,4.45 607 | 2003-09-01,4.27 608 | 2003-10-01,4.29 609 | 2003-11-01,4.30 610 | 2003-12-01,4.27 611 | 2004-01-01,4.15 612 | 2004-02-01,4.08 613 | 2004-03-01,3.83 614 | 2004-04-01,4.35 615 | 2004-05-01,4.72 616 | 2004-06-01,4.73 617 | 2004-07-01,4.50 618 | 2004-08-01,4.28 619 | 2004-09-01,4.13 620 | 2004-10-01,4.10 621 | 2004-11-01,4.19 622 | 2004-12-01,4.23 623 | 2005-01-01,4.22 624 | 2005-02-01,4.17 625 | 2005-03-01,4.50 626 | 2005-04-01,4.34 627 | 2005-05-01,4.14 628 | 2005-06-01,4.00 629 | 2005-07-01,4.18 630 | 2005-08-01,4.26 631 | 2005-09-01,4.20 632 | 2005-10-01,4.46 633 | 2005-11-01,4.54 634 | 2005-12-01,4.47 635 | 2006-01-01,4.42 636 | 2006-02-01,4.57 637 | 2006-03-01,4.72 638 | 2006-04-01,4.99 639 | 2006-05-01,5.11 640 | 2006-06-01,5.11 641 | 2006-07-01,5.09 642 | 2006-08-01,4.88 643 | 2006-09-01,4.72 644 | 2006-10-01,4.73 645 | 2006-11-01,4.60 646 | 2006-12-01,4.56 647 | 2007-01-01,4.76 648 | 2007-02-01,4.72 649 | 2007-03-01,4.56 650 | 2007-04-01,4.69 651 | 2007-05-01,4.75 652 | 2007-06-01,5.10 653 | 2007-07-01,5.00 654 | 2007-08-01,4.67 655 | 2007-09-01,4.52 656 | 2007-10-01,4.53 657 | 2007-11-01,4.15 658 | 2007-12-01,4.10 659 | 2008-01-01,3.74 660 | 2008-02-01,3.74 661 | 2008-03-01,3.51 662 | 2008-04-01,3.68 663 | 2008-05-01,3.88 664 | 2008-06-01,4.10 665 | 2008-07-01,4.01 666 | 2008-08-01,3.89 667 | 2008-09-01,3.69 668 | 2008-10-01,3.81 669 | 2008-11-01,3.53 670 | 2008-12-01,2.42 671 | 2009-01-01,2.52 672 | 2009-02-01,2.87 673 | 2009-03-01,2.82 674 | 2009-04-01,2.93 675 | 2009-05-01,3.29 676 | 2009-06-01,3.72 677 | 2009-07-01,3.56 678 | 2009-08-01,3.59 679 | 2009-09-01,3.40 680 | 2009-10-01,3.39 681 | 2009-11-01,3.40 682 | 2009-12-01,3.59 683 | 2010-01-01,3.73 684 | 2010-02-01,3.69 685 | 2010-03-01,3.73 686 | 2010-04-01,3.85 687 | 2010-05-01,3.42 688 | 2010-06-01,3.20 689 | 2010-07-01,3.01 690 | 2010-08-01,2.70 691 | 2010-09-01,2.65 692 | 2010-10-01,2.54 693 | 2010-11-01,2.76 694 | 2010-12-01,3.29 695 | 2011-01-01,3.39 696 | 2011-02-01,3.58 697 | 2011-03-01,3.41 698 | 2011-04-01,3.46 699 | 2011-05-01,3.17 700 | 2011-06-01,3.00 701 | 2011-07-01,3.00 702 | 2011-08-01,2.30 703 | 2011-09-01,1.98 704 | 2011-10-01,2.15 705 | 2011-11-01,2.01 706 | 2011-12-01,1.98 707 | 2012-01-01,1.97 708 | 2012-02-01,1.97 709 | 2012-03-01,2.17 710 | 2012-04-01,2.05 711 | 2012-05-01,1.80 712 | 2012-06-01,1.62 713 | 2012-07-01,1.53 714 | 2012-08-01,1.68 715 | 2012-09-01,1.72 716 | 2012-10-01,1.75 717 | 2012-11-01,1.65 718 | 2012-12-01,1.72 719 | 2013-01-01,1.91 720 | 2013-02-01,1.98 721 | 2013-03-01,1.96 722 | 2013-04-01,1.76 723 | 2013-05-01,1.93 724 | 2013-06-01,2.30 725 | 2013-07-01,2.58 726 | 2013-08-01,2.74 727 | 2013-09-01,2.81 728 | 2013-10-01,2.62 729 | 2013-11-01,2.72 730 | 2013-12-01,2.90 731 | 2014-01-01,2.86 732 | 2014-02-01,2.71 733 | 2014-03-01,2.72 734 | 2014-04-01,2.71 735 | 2014-05-01,2.56 736 | 2014-06-01,2.60 737 | 2014-07-01,2.54 738 | 2014-08-01,2.42 739 | 2014-09-01,2.53 740 | 2014-10-01,2.30 741 | 2014-11-01,2.33 742 | 2014-12-01,2.21 743 | 2015-01-01,1.88 744 | 2015-02-01,1.98 745 | 2015-03-01,2.04 746 | 2015-04-01,1.94 747 | 2015-05-01,2.20 748 | 2015-06-01,2.36 749 | 2015-07-01,2.32 750 | 2015-08-01,2.17 751 | 2015-09-01,2.17 752 | 2015-10-01,2.07 753 | 2015-11-01,2.26 754 | 2015-12-01,2.24 755 | 2016-01-01,2.09 756 | 2016-02-01,1.78 757 | 2016-03-01,1.89 758 | 2016-04-01,1.81 759 | 2016-05-01,1.81 760 | 2016-06-01,1.64 761 | 2016-07-01,1.50 762 | 2016-08-01,1.56 763 | 2016-09-01,1.63 764 | 2016-10-01,1.76 765 | 2016-11-01,2.14 766 | 2016-12-01,2.49 767 | 2017-01-01,2.43 768 | 2017-02-01,2.42 769 | 2017-03-01,2.48 770 | 2017-04-01,2.30 771 | 2017-05-01,2.30 772 | 2017-06-01,2.19 773 | 2017-07-01,2.32 774 | 2017-08-01,2.21 775 | 2017-09-01,2.20 776 | 2017-10-01,2.36 777 | 2017-11-01,2.35 778 | 2017-12-01,2.40 779 | 2018-01-01,2.58 780 | 2018-02-01,2.86 781 | 2018-03-01,2.84 782 | 2018-04-01,2.87 783 | 2018-05-01,2.98 784 | 2018-06-01,2.91 785 | 2018-07-01,2.89 786 | 2018-08-01,2.89 787 | 2018-09-01,3.00 788 | 2018-10-01,3.15 789 | 2018-11-01,3.12 790 | 2018-12-01,2.83 791 | 2019-01-01,2.71 792 | 2019-02-01,2.68 793 | 2019-03-01,2.57 794 | 2019-04-01,2.53 795 | 2019-05-01,2.40 796 | 2019-06-01,2.07 797 | 2019-07-01,2.06 798 | 2019-08-01,1.63 799 | 2019-09-01,1.70 800 | 2019-10-01,1.71 801 | 2019-11-01,1.81 802 | 2019-12-01,1.86 803 | 2020-01-01,1.76 804 | 2020-02-01,1.50 805 | 2020-03-01,0.87 806 | 2020-04-01,0.66 807 | 2020-05-01,0.67 808 | 2020-06-01,0.73 809 | 2020-07-01,0.62 810 | 2020-08-01,0.65 811 | 2020-09-01,0.68 812 | 2020-10-01,0.79 813 | 2020-11-01,0.87 814 | 2020-12-01,0.93 815 | 2021-01-01,1.08 816 | 2021-02-01,1.26 817 | 2021-03-01,1.61 818 | 2021-04-01,1.64 819 | 2021-05-01,1.62 820 | 2021-06-01,1.52 821 | 2021-07-01,1.32 822 | 2021-08-01,1.28 823 | 2021-09-01,1.37 824 | 2021-10-01,1.58 825 | 2021-11-01,1.56 826 | 2021-12-01,1.47 827 | 2022-01-01,1.76 828 | 2022-02-01,1.93 829 | 2022-03-01,2.13 830 | 2022-04-01,2.75 831 | 2022-05-01,2.90 832 | 2022-06-01,3.14 833 | 2022-07-01,2.90 834 | 2022-08-01,2.90 835 | 2022-09-01,3.52 836 | 2022-10-01,3.98 837 | 2022-11-01,3.89 838 | 2022-12-01,3.62 839 | 2023-01-01,3.53 840 | 2023-02-01,3.75 841 | 2023-03-01,3.66 842 | 2023-04-01,3.46 843 | 2023-05-01,3.57 844 | 2023-06-01,3.75 845 | 2023-07-01,3.90 846 | 2023-08-01,4.17 847 | 2023-09-01,4.38 848 | 2023-10-01,4.80 849 | 2023-11-01,4.50 850 | 2023-12-01,4.02 851 | 2024-01-01,4.06 852 | 2024-02-01,4.21 853 | 2024-03-01,4.21 854 | 2024-04-01,4.54 855 | 2024-05-01,4.48 856 | 2024-06-01,4.31 857 | 2024-07-01,4.25 858 | 2024-08-01,3.87 859 | 2024-09-01,3.72 860 | 2024-10-01,4.10 861 | 2024-11-01,4.36 862 | 2024-12-01,4.39 863 | 2025-01-01,4.63 864 | 2025-02-01,4.45 865 | 2025-03-01,4.28 866 | 2025-04-01,4.28 867 | 2025-05-01,4.42 868 | 2025-06-01,4.38 869 | 2025-07-01,4.39 870 | 2025-08-01,4.26 871 | 2025-09-01,4.12 872 | 2025-10-01,4.06 873 | --------------------------------------------------------------------------------