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移動平均線(日経平均株価)

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移動平均線について

移動平均線(日経平均株価)

かぶー
かぶー

日経平均株価の5日・10日・25日・75日・100日・200日移動平均線だよ!移動平均線はトレンド系指標なんだ。トレンドがはっきりしている相場では効果的にトレンドを識別できるテクニカル指標だよ!でも、相場が保ち合っている場合はトレンド系指標はだましが多くなって使えないから、相場が保ち合っている場合はオシレーター系指標を使おうね!テクニカル指標は、相場に合わせて使い分けるのがポイント!相場の見極め方は、以下で紹介してる「charTrade(チャートレード)」で詳しく解説してるよ!見てみてね!

  • 当ページは、移動平均線(日経平均株価)の解説と推移(チャートと時系列)を掲載したページです。
  • 各指数・指標の解説
    移動平均線の基礎知識
  • Source:株式マーケットデータ
  • 5日=5日移動平均線
  • 10日=10日移動平均線
  • 25日=25日移動平均線
  • 75日=75日移動平均線
  • 100日=100日移動平均線
  • 200日=200日移動平均線
  • 単純移動平均線を掲載しています。
  • 英語:moving average
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charTrade(チャートレード)

chartrade(チャートレード)

それぞれの移動平均線のわかりやすい解説や使い方については、姉妹サイト「投資戦略ー投資戦略専門サイトー」で掲載している

で仕掛けのタイミングや損切りポイントなどを詳しく解説していますので参考にしてください。

charTradeの移動平均線の記事は豊富ですので、”基礎編”の記事と、いくつかの移動平均線の記事のリンクを載せておきます。charTradeには、トレンドの見分け方の記事もたくさんありますので参照してください。

移動平均線とは

移動平均線(読み方:いどうへいきんせん)とは、過去の一定期間の終値の平均値を結んだ線です。「過去の一定期間」を、例えば25日とした場合、過去25日分の価格の終値を合計し、その合計を25(期間)で割って算出します。これは25日間の価格の平均値を表しており、その平均値を結んだ線が「25日移動平均線」です。

移動平均線は通常、過去の一定期間の「終値」を用いて算出しますが、始値や安値、高値が用いられることもあります。ただ、終値が最も重要ですので通常は終値が用いられます。当ページで掲載している移動平均線も終値を用いています。なぜ終値が重要かの解説は、以下のリンク先を参照してください。

移動平均線は価格の平均値を線で結んだものですので、細かな価格の動きに左右されにくく、トレンドを鳥瞰的に捉えるのに向きます。移動平均線は、一般的には価格のトレンドや転換点を見る際に使われ、売買タイミングを探る際にも使われます。また、移動平均線は価格の平均値を線で結んだものですので、価格が移動平均線から乖離しても、いずれ移動平均線に収束しやすいという特徴もあります。「一定期間の平均値」ということは、一定期間における価格のフェアバリュー(適正価格)であることを意味していますので、移動平均線に収束しやすいということになります。

移動平均線はトレンド系指標です。トレンドがはっきりしている相場では効果的にトレンドを識別する手段となります。一方、保ち合い相場ボックス相場ではだましが多くなるので、その場合はオシレーター系指標が有効に働きやすいです。

これら相場に応じたテクニカル指標の使い方やトレンドの見分け方も、上記charTradeで詳しく解説していますので参照してください。また、姉妹サイト「投資戦略ー投資戦略専門サイトー」では、charTradeを使った実践のトレードもブログで紹介していますので、併せて参考にしてください。

移動平均乖離率はこちら

かぶー
かぶー

日経平均株価の移動平均乖離率は、以下のページで掲載してるよ!

移動平均乖離率(日経平均株価)
日経平均株価の移動平均乖離率のチャートや時系列を掲載。5日・10日・25日・75日・100日・200日移動平均線との乖離率で、逆張り戦略で使われることが多い指標です。水準や目安、傾向、わかりやすい解説や見方、使い方、注意点も掲載。

チャート(日経平均株価の移動平均線)

分析ツール

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移動平均線のみ

移動平均線(日経平均株価)チャート
  • 拡大表示はこちら
  • チャートは拡大表示することができます。拡大されたチャートにカーソルを合わせれば、カーソルの位置のデータが表示されます。
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各年比較チャート・過去データ

  • 「各年比較チャート」は、一年ごとに区切ったチャートです。過去の各年の傾向を比較して見ていただくことができます。
  • 「前へ」をクリックすれば前の年のチャートが表示され、「次へ」をクリックすれば次の年のチャートが表示されます。チャートの下に「〇〇〇〇年」の表記がありますので、そちらで何年のチャートが表示されているかをご確認いただくことができます。
  • チャートをクリックすれば(スマホの場合はタップ)、チャートが拡大表示されます。拡大表示されたチャートにカーソルを合わせれば、カーソルの位置のデータが表示されますので、過去のデータが見たい方はそちらでご確認いただくことができます。

時系列

2021年

※表の横幅が大きく表全体が表示されていない場合、横スクロールで右側のデータを表示させてください。

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日付日経平均5日10日25日75日100日200日
9.2430,248.8130,110.2630,257.0530,257.0528,578.1828,592.9028,597.50
9.2229,639.4030,162.8430,250.2928,971.8128,560.7528,581.6728,578.43
9.2129,839.7130,368.9830,277.9728,883.2228,553.0028,575.4928,563.45
9.1730,500.0530,490.5130,259.9828,790.5528,541.0928,568.9728,546.94
9.1630,323.3430,466.8730,122.7928,689.6428,518.6128,549.0628,525.93
9.1530,511.7130,403.8429,944.8128,597.3128,499.1028,536.8328,505.14
9.1430,670.1030,337.7429,738.7428,499.6628,480.9428,528.5628,480.22
9.1330,447.3730,186.9529,480.6828,388.3828,452.6628,518.7028,455.04
9.1030,381.8430,029.4529,214.8728,283.2928,428.5928,510.6528,431.44
9.930,008.1929,778.7128,940.8028,177.1428,404.2228,503.0428,409.60
9.830,181.2129,485.7728,714.2128,080.1728,382.3028,500.4728,389.10
9.729,916.1429,139.7328,468.5727,978.6028,357.4628,494.0528,365.12
9.629,659.8928,774.4128,250.1727,893.1928,333.2228,492.5728,343.15
9.329,128.1128,400.2928,033.6027,798.1428,311.6828,493.0628,321.59
9.228,543.5128,102.9027,822.1227,744.3128,302.0628,499.0928,300.48
9.128,451.0227,942.6627,695.8827,705.8428,292.4828,510.6228,281.96
8.3128,089.5427,797.4127,609.3727,686.6128,287.5928,527.0028,251.33
8.3027,789.2927,725.9227,542.8727,676.3628,279.0428,544.6428,241.41
8.2727,641.1427,666.9127,516.2627,666.7128,283.8128,560.6428,220.94
8.2627,742.2927,541.3427,549.8627,656.5928,296.7128,576.0228,199.21
8.2527,724.8027,449.1127,577.1327,653.0128,320.3928,592.9228,175.39
8.2427,732.1027,421.3327,611.7027,664.1428,342.1728,609.5228,153.42
8.2327,494.2427,359.8127,627.3127,686.0228,363.4928,623.9628,131.86
8.2027,013.2527,365.6027,659.8927,730.5928,381.0728,636.3228,111.81
8.1927,281.1727,558.3827,731.3727,798.7928,408.2828,650.2428,094.22
8.1827,585.9127,705.1527,761.6627,850.3028,431.0928,667.3928,075.40
8.1727,424.4727,802.0727,767.2627,864.4828,451.6328,683.2728,054.84
8.1627,523.1927,894.8027,802.9127,892.2228,472.9128,706.9528,035.91
8.1327,977.1527,954.1727,778.9527,925.9728,495.1128,733.8828,016.13
8.1228,015.0227,904.3727,759.4827,952.6228,502.1928,753.2627,994.60
8.1128,070.5027,818.1827,716.1427,975.9428,516.6728,772.3227,971.58
8.1027,888.1527,732.4427,706.1128,004.4528,538.2028,789.2827,948.76
8.627,820.0427,711.0227,700.6328,037.2128,562.1328,807.5827,927.46
8.527,728.1227,603.7327,673.4228,076.0728,586.4428,821.4927,906.37
8.427,584.0827,614.5927,639.4328,119.4528,611.6728,834.5827,885.52
8.327,641.8327,614.1027,646.2928,178.0128,640.5728,849.0227,865.70
8.227,781.0227,679.7827,682.4228,234.9828,665.8728,860.0327,845.72
7.3027,283.5927,690.2427,732.2228,278.7528,692.3628,870.8627,823.93
7.2927,782.4227,743.1227,864.7228,342.4028,724.7028,887.3327,804.68
7.2827,581.6627,664.2727,958.3028,385.4728,750.6828,905.1027,782.33
7.2727,970.2227,678.4828,057.0328,403.6428,778.8828,923.3627,759.57
7.2627,833.2927,685.0528,054.0528,443.3928,807.1328,940.2927,735.65
7.2127,548.0027,774.2128,082.5328,490.928,834.0728,951.6227,712.41
7.2027,388.1627,986.3128,164.4228,550.5228,858.6228,977.8227,692.35
7.1927,652.7428,252.3328,289.9328,642.6428,882.4929,000.6627,672.98
7.1628,003.0828,435.5828,384.4728,703.0028,906.2329,025.6927,650.74
7.1528,279.0928,423.0528,462.4928,740.8328,924.6529,045.8427,626.15
7.1428,608.4928,390.8428,505.2928,768.0128,936.6129,065.4127,601.50
7.1328,718.2428,342.5328,523.5928,778.1028,938.2329,082.2527,575.26
7.1228,569.0228,327.5328,533.0328,787.9128,934.0629,099.7427,548.25
7.927,940.4228,333.3628,580.9328,805.9228,939.7529,114.8927,522.80
7.828,118.0328,501.9328,693.5028,845.9728,956.2029,130.6927,500.37
7.728,366.9528,619.7328,769.2228,883.5728,978.5229,145.1427,477.57
7.628,643.2128,704.6528,820.0228,906.7429,003.1929,156.5327,452.77
7.528,598.1928,738.5328,844.1128,913.5829,020.1429,163.9827,425.73
7.228,783.2828,828.5028,785.3828,924.0629,037.7829,165.7927,397.91
7.128,707.0428,885.0828,803.4628,938.7029,050.8929,161.3827,370.35
6.3028,791.5328,918.7128,834.5928,932.3829,064.3729,160.7727,342.27
6.2928,812.6128,935.3928,884.5428,926.4129,069.9729,156.4827,314.34
6.2829,048.0228,949.6928,947.4128,916.0629,072.9629,149.2627,287.61
6.2529,066.1828,742.272,958.7928,888.7329,072.6929,135.4227,258.60
6.2428,875.2328,721.8528,947.0428,855.7929,068.3829,126.7327,228.96
6.2328,874.8928,750.4728,955.3828,827.7129,068.2429,124.3327,200.29
6.2228,884.1328,833.7028,953.9728,794.5029,068.9729,121.0427,170.32
6.2128,010.9328,945.1328,961.9128,775.4029,077.9729,120.4327,141.95
6.1828,964.0829,175.3029,062.7428,767.9629,096.6029,126.6327,118.35
6.1729,018.3329,172.2329,060.4828,732.7829,105.9329,124.5627,090.01
6.1629,291.0129,160.2829,064.4628,669.9629,105.2329,119.6127,059.85
6.1529,441.3029,074.2429,029.9828,624.2229,116.9329,113.0327,027.99
6.1429,161.8028,978.6928,957.2828,590.9129,120.0029,101.0426,995.19
6.1128,948.7328,950.1828,937.1128,605.1829,133.2629,094.6126,964.93
6.1028,958.5628,948.7428,957.1828,621.5429,147.5129,092.1126,935.45
6.928,860.8028,968.6528,916.2228,636.4529,164.5529,087.0926,906.14
6.828,963.5628,985.7128,894.3628,634.5329,163.6329,080.1326,878.28
6.729,019.2428,955.8728,853.4028,638.1429,203.6929,071.8826,849.71
6.428,941.5228,924.0428,787.9428,637.0529,217.8929,056.5926,818.83
6.329,058.1128,965.6228,725.5728,644.4429,225.6029,037.7326,787.88
6.228,946.1428,863.8028,629.5828,642.9429,232.3329,018.7426,754.24
6.128,814.3428,803.0128,539.4228,652.6229,239.7929,001.8626,721.60
5.3128,860.0828,750.9328,498.6628,640.3929,247.4528,988.1626,690.10
5.2829,149.4128,651.8428,395.1428,650.0029,246.3728,975.2426,658.67
5.2728,549.0128,485.5228,288.6528,671.4429,235.6028,952.2926,623.90
5.2628,642.1928,395.3728,178.5528,716.8129,236.9028,933.3626,589.70
5.2528,553.9828,275.8228,129.0828,756.8329,233.1728,913.6226,558.19
5.2428,364.6128,246.4028,134.5428,799.5129,227.0028,893.3326,527.40
5.2128,317.8328,138.4428,249.9128,854.9929,217.6528,874.0526,498.87
5.2028,098.2528,091.7738,353.9128,903.8329,216.0428,858.0226,470.86
5.1928,044.4527,961.7228,477.2228,970.6229,223.2028,844.6726,444.12
5.1828,406.8427,982.3328,554.0429,037.2029,229.8928,832.2926,418.32
5.1727,824.8328,022.6828,618.7529,090.1629,235.4328,815.8026,389.88
5.1428,084.4728,361.3828,735.4629,165.0329,246.1928,804.4326,364.23
5.1327,448.0128,616.0528,839.6429,245.2229,255.1528,790.9026,337.66
5.1228,147.5128,992.7328,996.9029,341.4629,269.4928,782.9526,315.15
5.1128,608.5929,125.7529,100.9629,391.1229,275.9728,769.0426,287.35
5.1029,518.3429,214.8329,090.9629,413.9229,271.0828,751.1326,258.23
5.729,357.8229,109.5429,049.1629,410.5029,257.7628,720.6226,222.09
5.629,331.3729,063.2229,081.9229,411.5729,248.9728,692.5126,187.95
4.3028,812.6329,001.0729,117.1229,405.3829,237.3028,666.7126,153.48
4.2829,053.9729,076.1829,200.1229,402.0729,228.6628,646.6826,122.49
4.2728,991.8928,967.0929,256.8329,376.1329,216.4628,624.1526,090.80
4.2629,126.2328,988.7929,332.8029,376.2929,196.4428,602.1126,057.37
4.2329,020.6329,100.6229,374.0529,378.2129,168.8328,575.1826,022.47
4.2229,188.1729,233.1729,448.7929,409.0729,144.0128,551.4225,987.97
4.2128,508.5529,324.0729,500.8729,450.2129,118.2828,524.9125,953.47
4.2029,100.3829,546.5629,623.1029,506.4429,104.0828,502.8025,920.91
4.1929,685.3729,676.8129,682.7229,539.2729,083.6528,473.4525,887.97
4.1629,683.3729,647.4829,723.1129,542.5329,045.9028,431.8725,850.84
4.1529,642.6929,664.4229,740.1729,543.9129,005.5528,391.3825,815.09
4.1429,620.9929,677.6729,714.7929,526.6728,965.8928,352.2325,779.62
4.1329,751.6129,699.6329,670.5729,503.2928,924.6128,316.1725,743.71
4.1229,538.7329,688.6429,638.6829,474.3528,880.4028,277.7225,707.34
4.929,768.0629,798.7429,623.2629,442.5328,842.7528,236.1925,671.42
4.829,708.9829,815.9329,564.1229,406.3828,802.6828,193.7225,634.86
4.729,730.7929,751.9129,466.2129,375.2228,763.9928,150.1325,599.23
4.629,696.6329,641.5129,333.6929,368.3628,724.3428,101.8825,558.23
4.530,089.2529,588.7229,263.6229,356.8228,684.2228,053.3125,521.27
4.229,854.0029,447.7829,172.1129,339.7928,639.4727,995.6725,483.19
4.129,388.8729,312.3229,165.9129,304.2728,596.7827,938.1825,449.55
3.3129,178.8029,180.5229,248.7029,335.4428,561.6827,881.2425,418.06
3.3029,432.7029,025.8629,322.2529,355.1628,530.2027,822.4125,388.05
3.2929,384.5228,938.5129,371.0929,384.0928,490.6627,757.8625,355.21
3.2629,176.7028,896.4329,409.3429,409.4328,452.8327,697.3325,321.77
3.2528,729.8829,019.5029,463.4529,451.8028,420.4927,639.7525,288.95
3.2428,405.5229,316.8829,511.6229,514.3028,394.8827,587.3125,256.93
3.2328,995.9229,618.6429,574.7329,596.7928,373.4927,538.2025,225.21
3.2229,174.1529,803.6729,577.9329,640.3128,344.0427,483.4025,189.62
3.1929,792.0529,922.2429,534.8429,654.1528,307.5027,426.4025,153.34
3.1830,216.7529,907.3929,442.0729,644.9928,265.5427,364.8825,111.47
3.1729,914.3329,706.3729,313.4029,616.5528,216.4827,298.3825,066.74
3.1629,921.0929,530.8229,277.8829,595.5228,168.2527,235.9525,020.88
3.1529,766.9729,352.1929,226.5929,549.8428,118.1727,170.8424,973.22
3.1229,717.8329,147.4429,216.2429,492.8428,061.6527,108.2524,927.14
3.1129,211.6428,976.7429,141.0629,449.9928,007.2027,047.3324,881.53
3.1029,036.5628,920.4429,236.7229,416.0127,960.7526,991.2424,837.64
3.929,027.9429,024.9429,300.2429,378.1927,920.4626,936.4624,793.12
3.828,743.2529,100.9929,413.0529,323.6127,878.8526,882.3824,748.17
3.528,864.3229,285.0429,540.5129,301.7827,834.0826,831.4124,704.03
3.428,930.1129,305.3829,677.6929,292.6127,789.5026,777.0024,661.04
3.329,559.1029,553.0129,813.9029,277.2527,741.7626,722.0324,618.22
3.229,408.1729,575.5329,904.7629,247.7827,679.7226,659.5624,572.38
3.129,663.5029,725.1029,972.3629,216.7127,618.8126,595.7824,526.24
2.2628,966.0129,795.9929,958.0229,180.4527,547.6326,531.0024,476.29
2.2530,168.2730,050.0030,017.7129,162.7427,482.8226,473.1924,429.56
2.2429,671.7030,074.7929,951.4829,101.3527,396.5126,406.9024,379.69
2.2230,156.0330,234.0029,923.1629,044.1727,311.4926,345.3024,330.18
2.1930,017.9230,219.6229,785.4728,978.6927,215.7826,275.7824,278.32
2.1830,236.0930,120.0529,617.8828,925.9127,126.6326,206.4824,224.54
2.1730,292.1929,985.4229,458.9228,854.7327,035.7326,137.5924,170.51
2.1630,467.7529,828.1729,265.9128,769.6126,944.9826,068.2724,114.74
2.1530,084.1529,612.3229,028.2428,676.4626,852.0025,996.7824,058.80
2.1229,520.0729,351.3228,786.1728,572.7026,764.4325,930.7024,006.73
2.1029,562.9329,115.7028,653.9028,474.1426,683.8225,870.0523,958.61
2.929,505.9328,932.4128,561.1328,377.9626,604.8425,810.0123,907.25
2.829,388.5028,703.6628,465.1628,288.0626,525.6625,749.0123,857.47
2.528,779.1928,444.1728,408.5428,210.2926,449.4225,687.4823,808.72
2.428,341.9528,221.0128,393.7628,161.8526,377.8425,630.0223,760.04
2.328,646.5028,192.1128,435.2528,102.3326,313.3825,579.3423,715.82
2.228,362.1728,189.8528,422.9328,022.7426,246.4525,523.7723,669.32
2.128,091.0528,226.6528,450.0627,954.9826,182.9825,472.2123,624.28
1.2927,663.3928,372.9028,465.1727,892.3326,122.5525,425.9523,578.57
1.2828,197.4228,566.5128,550.7527,843.2526,068.6325,381.7923,533.14
1.2728,635.2128,678.4028,600.8427,783.9326,007.9625,331.2023,481.25
1.2628,546.1828,656.0128,582.9727,709.0625,938.4625,276.2423,427.17
1.2528,822.2928,673.4628,544.7927,639.4825,870.2925,219.6123,374.76
1.2228,631.4528,557.4528,476.4627,556.8825,796.8325,163.4723,325.24
1.2128,756.8628,534.9928,362.3327,479.1425,722.1425,110.0723,277.51
1.2028,523.2628,523.2728,192.2427,398.1625,647.8525,055.4623,230.67
1.1928,633.4628,509.9428,055.7827,323.3325,576.6725,000.0923,181.37
1.1828,242.2128,416.1227,918.2727,248.2425,508.7524,942.9623,135.94
1.1528,519.1828,395.4827,838.4727,191.2725,445.6724,889.3423,085.19
1.1428,698.2628,189.6727,743.3627,109.1925,374.8124,835.2523,027.03
1.1328,456.5927,861.2127,558.9427,023.1625,300.0124,778.7822,966.31
1.1228,164.3427,601.6127,378.9426,954.9425,231.8724,725.1822,907.66
1.828,139.0327,420.4227,229.3426,900.7425,167.8224,676.4322,851.89
1.727,490.1327,281.4527,067.9226,847.2225,103.5624,627.5422,796.21
1.627,055.9427,297.0526,962.5426,819.1225,050.0324,581.0822,745.91
1.527,158.6327,256.6726,928.3926,794.2325,002.0124,538.0222,703.43
1.427,258.3827,156.2726,888.8726,773.6724,954.0224,489.7322,664.72
2021年の日経平均株価の移動平均線の時系列データ

2020年

日付日経平均5日10日25日75日100日200日
12.3027,444.1727,038.2626,843.7026,744.8324,902.6724,441.3322,627.76
12.2927,568.1526,854.3926,775.0226,698.9324,846.5524,392.0422,589.03
12.2826,854.0326,628.0326,686.9926,642.8324,786.0724,342.0922,554.94
12.2526,656.6126,600.1126,674.8326,589.7624,738.3424,295.5122,527.32
12.2426,668.3526,621.4726,674.4226,548.8724,690.7924,246.0422,499.54
12.2326,524.7926,649.1326,683.2126,511.2724,644.6124,202.7522,471.61
12.2226,436.3926,695.6526,712.5326,490.8624,603.8224,161.4722,445.70
12.2126,714.4226,745.9426,715.5926,469.6824,561.3024,123.6822,419.24
12.1826,763.3926,749.5526,698.9026,416.5424,513.6224,083.7022,395.41
12.1726,806.6726,727.3726,697.6826,366.8424,465.3024,043.5822,373.72
12.1626,757.4026,717.2926,697.9526,308.5524,412.9824,004.3622,352.71
12.1526,687.8426,729.4026,702.3126,234.4824,365.6723,963.9622,335.86
12.1426,732.4426,685.2426,712.2826,160.5624,320.3723,924.0422,319.82
12.1126,652.5226,648.2426,682.4026,064.2724,274.5723,884.4222,303.16
12.1026,756.2426,667.9926,681.6225,962.3824,225.6723,847.3522,285.86
12.926,817.9426,678.6126,659.7225,839.9424,174.5323,805.6622,269.70
12.826,467.0826,675.2226,607.6225,699.0524,122.0323,765.3322,254.05
12.726,547.4426,739.3126,577.4725,559.4524,077.2823,723.5622,240.85
12.426,751.2426,716.5526,475.4625,430.8324,030.6623,683.3822,227.42
12.326,809.3726,695.2426,363.7725,297.5223,981.9323,640.2622,212.09
12.226,800.9826,640.8326,255.6525,164.5823,935.0023,598.3122,197.19
12.126,787.5426,540.0126,177.0125,032.3123,887.6523,557.4422,182.55
11.3026,433.6226,415.6226,088.9524,901.4723,835.0623,512.6322,165.21
11.2726,644.7126,234.3725,984.1724,783.1023,785.9523,469.7622,148.46
11.2626,537.3126,032.2925,871.7924,662.8923,728.4223,424.5322,130.10
11.2526,296.8625,870.4625,753.0224,544.0823,673.5023,382.0422,113.44
11.2426,165.5925,814.0125,613.8924,439.0523,623.0723,339.0222,096.84
11.2025,527.3725,762.2825,481.3224,328.8523,575.1823,302.4822,082.91
11.1925,634.3425,733.9825,361.1024,248.0423,530.7523,269.8122,071.35
11.1825,728.1425,711.2925,208.2024,167.7423,478.4323,238.8122,059.90
11.1726,014.6225,635.5825,004.9124,082.6923,433.2423,207.0222,050.40
11.1625,906.9325,413.7724,732.9923,984.4523,385.0123,171.2422,039.30
11.1325,385.8725,200.3624,440.0123,892.9623,341.6823,136.9622,029.92
11.1225,520.8824,988.2324,234.6223,823.4123,306.0823,106.6622,022.32
11.1125,349.6024,705.1124,024.3823,739.4823,269.1623,076.0022,015.13
11.1024,905.5924,374.2323,838.0023,662.8523,236.2923,048.3322,008.59
11.924,839.8424,052.2123,696.8823,599.1123,207.1123,014.5822,003.72
11.624,325.2323,679.6723,564.5523,526.7123,178.5322,989.2421,999.11
11.524,105.2823,481.0123,479.4623,481.1123,157.8022,970.7221,997.61
11.423,695.2323,343.6623,432.8823,444.3023,142.3422,960.9121,996.33
11.223,295.4823,301.7723,420.0623,438.0623,127.5622,954.8721,996.56
10.3022,977.1323,341.5423,457.6223,446.7023,120.7522,953.7021,996.10
10.2923,331.9423,449.4423,500.9723,455.8023,111.6022,952.5621,999.10
10.2823,418.5123,477.9023,518.5023,446.0423,100.9022,946.2021,998.46
10.2723,485.8023,522.0923,539.3223,443.1623,087.8422,938.1621,999.65
10.2623,494.3423,538.3423,550.9223,438.1423,076.2222,926.5522,001.41
10.2323,516.5923,573.7023,557.3623,431.1423,065.8222,912.2322,003.56
10.2223,474.2723,552.5123,567.6723,429.5023,049.6922,895.8522,004.90
10.2123,639.4623,559.1023,584.9523,428.7223,031.9822,880.2722,006.68
10.2023,567.0423,556.5523,563.2823,425.5123,011.7422,858.0622,007.59
10.1923,671.1323,563.5023,549.9523,419.0922,994.6922,835.1122,008.83
10.1623,410.6323,541.0123,514.0523,401.6722,972.3422,805.8122,009.80
10.1523,507.2323,582.8223,475.9823,386.5422,960.3622,775.5922,012.42
10.1423,626.7323,610.7923,443.7723,377.2222,943.7322,746.0422,015.22
10.1323,601.7823,570.0123,399.6123,355.7522,929.1622,715.7222,016.84
10.1223,558.6923,536.4023,393.3423,339.8922,915.1322,684.0422,018.95
10.923,619.6923,487.0923,388.6323,336.1722,900.1722,649.7922,018.28
10.823,647.0723,369.1323,347.1223,321.2722,884.9622,613.9722,017.14
10.723,422.8223,276.7423,291.2023,300.9122,867.7422,576.6422,015.96
10.623,433.7323,229.2023,283.5723,289.5822,854.8522,545.0922,016.00
10.523,312.1423,250.2823,276.2223,267.5422,843.4922,514.4122,015.60
10.223,029.9023,290.1723,276.9523,263.4122,819.7422,485.2022,015.54
10.123,185.1223,325.1223,321.5123,273.8522,810.0822,456.6922,016.07
9.3023,185.1223,305.6623,348.4923,278.3122,800.5922,421.5922,017.04
9.2923,539.1023,337.9323,385.9023,270.3322,799.7922,385.9322,018.76
9.2823,511.6223,302.1723,372.6423,245.5822,793.8122,352.4822,017.54
9.2523,204.6223,263.7223,345.0323,220.3422,789.3622,315.0722,017.02
9.2423,087.8223,317.9023,327.8223,216.5822,784.8222,280.8622,018.19
9.2323,346.4923,391.3223,346.4523,215.1122,779.5922,242.6022,019.62
9.1823,360.3023,433.8823,320.8023,205.1222,769.8222,203.4322,019.35
9.1723,319.3723,443.1223,305.3123,202.2822,756.0322,161.2022,018.11
9.1623,475.5323,426.3423,319.9323,199.4922,739.2722,120.8222,016.71
9.1523,454.8923,337.7423,297.0923,174.2322,717.9622,082.7522,015.07
9.1423,559.3023,301.5923,265.4123,146.0422,697.4522,047.1822,014.26
9.1123,406.4923,207.7223,223.4523,096.8722,668.9222,004.4922,013.55
9.1023,235.4723,167.5023,171.0723,057.3322,640.4421,965.9222,013.03
9.923,032.5423,213.5223,168.4123,028.5122,607.1921,929.9622,012.56
9.823,274.1323,256.4423,194.2423,010.1522,571.9321,890.0722,014.00
9.723,089.9523,229.2323,196.5022,967.0022,535.6421,852.3122,015.23
9.423,205.4323,239.1923,186.0622,911.8022,502.3821,814.8722,016.44
9.323,465.5323,174.6323,157.5522,877.1622,465.4221,776.3522,017.37
9.223,247.1523,123.3023,099.0622,834.4222,421.0021,731.1922,016.70
9.123,138.0723,132.0423,085.4022,810.8322,378.2021,684.4822,016.98
8.3123,139.7623,163.7823,076.7022,793.9422,335.2221,631.3022,017.55
8.2822,882.6523,132.9323,072.4022,778.4122,296.9221,578.0922,016.10
8.2723,208.8623,140.4623,113.0722,778.4822,263.3721,529.9222,016.33
8.2623,290.8623,074.8123,117.1522,758.8222,225.8021,487.0022,014.50
8.2523,296.7723,038.7623,072.4622,735.0422,184.3121,444.9422,012.91
8.2422,985.5122,989.6223,017.8022,713.9922,136.0121,405.8722,010.77
8.2122,920.3023,011.8722,952.2522,712.3922,091.1321,362.6622,009.84
8.2022,880.6223,085.6822,902.0322,699.0622,054.7721,328.9322,008.99
8.1923,110.6123,159.4822,865.4622,695.2222,013.3221,281.0422,007.71
8.1823,051.0823,106.1522,811.7622,662.4321,968.9521,218.8122,004.90
8.1723,096.7523,045.9822,726.1922,641.5621,918.4321,153.8322,002.11
8.1423,289.3622,892.6222,587.5222,615.2321,869.5321,090.1321,998.89
8.1323,249.6122,718.3822,492.5022,588.2521,814.1821,027.3521,994.81
8.1222,843.9622,571.4322,407.2522,566.8421,761.2620,964.8821,989.59
8.1122,750.2422,517.3722,388.5922,545.3421,718.9320,910.7521,984.37
8.722,329.9422,406.4022,385.1622,521.1721,680.8920,868.8421,978.38
8.622,418.1522,282.4122,427.3222,512.8421,640.3620,839.7021,974.01
8.522,514.8522,266.6222,473.9322,507.6421,602.1220,814.1921,969.86
8.422,573.6622,243.0822,494.1922,486.8521,563.7720,786.0321,964.16
8.322,195.3822,259.8222,506.4722,484.3821,516.7020,767.7921,958.34
7.3121,710.0022,363.9122,563.9722,486.9621,480.7420,759.1321,954.07
7.3022,339.2322,572.2422,687.5222,519.9321,449.2220,753.0321,954.42
7.2922,397.1122,681.2322,712.2922,528.3321,409.4120,740.4621,952.15
7.2822,657.3822,745.3122,751.0622,529.9321,363.4520,729.9321,948.94
7.2722,715.8522,753.1222,714.4022,522.7921,309.0420,714.7921,945.05
7.2222,751.6122,764.0222,695.7422,508.3721,243.7620,707.1121,941.71
7.2122,884.2222,802.8022,664.4522,496.5421,177.9920,703.8621,938.05
7.2022,717.4822,743.3522,637.5022,484.4621,113.7420,701.0721,934.13
7.1722,696.4222,756.8122,637.1922,437.0021,063.0620,707.7621,930.93
7.1622,770.3622,675.6822,598.2022,421.3621,014.9120,715.5921,927.67
7.1522,945.5022,627.4722,535.7622,409.4620,969.8320,721.8921,923.63
7.1422,587.0122,526.1022,453.3822,416.6420,912.7520,724.3821,918.90
7.1322,784.7422,531.6422,423.4922,436.8020,872.2220,733.7421,915.91
7.1022,290.8122,517.5822,344.5222,452.5420,809.6520,742.7721,910.79
7.922,529.2922,520.7122,366.6522,475.4520,737.6120,758.1421,907.32
7.822,438.6522,444.0422,339.7022,482.1120,657.9220,771.4621,901.63
7.722,614.6922,380.6622,349.2722,489.1120,581.7620,783.9321,896.03
7.622,714.4422,315.3522,342.7022,477.5520,507.0520,796.0621,888.96
7.322,306.4822,171.4722,314.9922,451.4720,430.8920,807.6521,880.81
7.222,145.9622,212.5922,332.2222,434.3320,365.8820,817.7921,872.53
7.122,121.7322,235.3622,353.1722,425.1420,318.0620,827.1721,864.92
6.3022,288.1422,317.8722,386.5722,397.0420,281.9920,835.6721,857.42
6.2921,995.0422,370.0622,415.9822,356.3620,249.7120,844.8421,849.50
6.2622,512.0822,458.5022,369.5722,306.2320,219.0920,854.6721,841.83
6.2522,259.7922,451.8422,348.9122,221.2720,195.5920,863.3421,831.66
6.2422,534.3222,470.9822,370.2222,152.9720,183.1920,872.9021,822.64
6.2322,549.0522,455.2722,429.2822,075.4020,164.0620,881.0021,811.28
6.2222,437.2722,461.9022,483.4821,990.7820,144.5120,893.7821,802.09
6.1922,478.7922,280.6322,557.5621,898.6420,129.9320,907.3621,793.04
6.1822,355.4622,245.9722,596.0621,800.9820,112.1220,922.8821,783.74
6.1722,455.7622,269.4622,630.0921,703.3620,106.6920,937.9821,775.35
6.1622,582.2122,403.3022,645.8921,615.8120,106.3020,954.2521,765.89
6.1521,530.9522,505.0622,620.2321,527.1820,106.6120,968.8421,755.07
6.1222,305.4822,834.4922,673.3721,481.5720,131.3520,992.8721,749.44
6.1122,472.9122,946.1422,630.6121,396.5120,147.0021,008.9821,741.19
6.1023,124.9522,990.7122,574.9521,284.5920,159.3721,024.5021,731.10
6.923,091.0322,888.4722,404.3821,144.3620,160.2921,031.7521,718.90
6.823,178.1022,735.3922,222.3921,028.4720,166.0521,038.2421,706.41
6.522,863.7322,512.2521,978.7520,892.1920,172.8521,038.5121,693.11
6.422,695.7422,315.0821,731.1920,768.9720,185.7021,045.6321,681.71
6.322,613.7622,159.1921,516.8520,631.6220,201.2421,050.7221,671.84
6.222,325.6121,920.2921,314.9920,504.2520,215.5421,061.1521,664.20
6.122,062.3921,709.4021,125.7720,376.7420,235.5721,076.2721,660.28
5.2921,877.8921,445.2520,932.9120,265.4820,259.7221,094.9021,657.58
5.2821,916.3121,147.3020,748.8620,177.1320,278.9421,113.9521,656.73
5.2721,419.2320,874.5020,548.7120,096.3720,294.5221,133.0921,655.24
5.2621,271.1720,709.6920,433.4920,011.2020,315.2221,157.1121,656.43
5.2520,741.6520,542.1420,343.0219,942.3620,341.0121,182.5621,658.86
5.2220,388.1620,420.5620,307.9219,898.2520,370.8221,213.7921,663.70
5.2120,552.3120,350.4220,287.0219,844.4620,410.7021,249.2621,669.86
5.2020,595.1520,222.9220,199.2619,802.3120,446.2221,284.3921,674.18
5.1920,433.4520,157.3020,101.6819,752.3320,482.8621,317.9721,678.54
5.1820,133.7320,143.9020,077.7119,709.1220,528.1121,353.8621,681.61
5.1520,037.4720,195.2920,041.4519,661.7820,576.9321,386.7721,688.28
5.1419,914.7820,223.6120,016.0319,603.3320,630.1821,420.3221,695.77
5.1320,267.0520,175.6119,950.7519,519.5520,682.8521,455.2721,704.63
5.1220,366.4820,046.0719,866.9919,421.6220,733.7321,486.9121,711.51
5.1120,390.6620,011.5119,744.1419,329.5720,782.7321,516.7921,717.35
5.820,179.0919,887.6219,633.1519,270.6320,829.9621,545.8821,723.22
5.719,674.7719,808.4419,582.1519,226.8620,879.8021,575.4421,729.99
5.119,619.3519,725.8919,604.4019,215.4520,937.8021,612.4921,740.35
4.3020,193.6919,687.9119,571.4919,177.2620,994.2221,651.6021,750.77
4.2819,771.1919,476.7619,507.1319,151.3821,041.5021,682.6021,757.99
4.2719,783.2219,378.6819,493.8919,084.2221,087.2821,718.9821,767.91
4.2419,262.0019,355.8619,419.9118,968.4121,137.8521,755.5221,777.64
4.2319,429.4419,482.9119,443.5618,860.0421,190.4221,796.6421,787.71
4.2219,137.9519,455.0619,435.1918,751.9221,246.7821,835.2721,797.25
4.2119,280.7819,537.4919,456.7218,666.8721,309.4521,875.0221,807.00
4.2019,669.1219,609.1019,423.6618,575.7221,371.3721,912.6021,816.56
4.1719,897.2619,483.9519,314.3818,486.1921,426.2221,947.3921,824.65
4.1619,290.2019,404.2019,106.6718,432.6921,478.6621,981.3521,831.45
4.1519,550.0919,415.3118,959.5218,437.7221,539.0722,022.6121,842.32
4.1419,638.8119,375.9418,811.0518,450.4021,595.9622,060.1421,851.23
4.1319,043.4019,238.2218,738.8718,452.8021,652.3122,095.1721,857.90
4.1019,498.5019,144.8018,743.0318,521.0621,717.5222,137.9421,868.31
4.919,345.7718,809.1418,732.1218,594.2821,778.4222,178.1521,876.40
4.819,353.2418,503.7318,664.0118,664.4521,839.8522,218.0121,884.83
4.718,950.1818,246.1618,683.3418,733.6321,902.1122,258.4021,893.71
4.618,576.3018,239.5318,597.5618,829.3921,961.7722,302.2021,904.98
4.317,820.1918,341.2618,428.7118,932.0522,025.9822,349.4721,917.77
4.217,818.7218,655.1118,301.9719,097.1822,100.5122,403.7921,933.10
4.118,065.4118,824.2818,192.7619,281.4722,175.3422,454.1121,947.87
3.3118,917.0119,120.5318,087.3719,463.0722,245.8622,502.7321,961.43
3.3019,084.9718,955.6017,895.8719,641.8622,304.3022,541.9921,968.88
3.2719,389.4318,516.1617,730.4819,817.6322,358.3022,580.8821,975.51
3.2618,664.6017,948.8417,647.5019,978.0822,411.5122,615.6621,981.57
3.2519,546.6317,561.2317,722.6520,159.2522,476.3722,657.0121,992.96
3.2418,092.3517,054.2117,754.6920,318.3122,526.3422,689.0522,000.25
3.2316,887.7816,836.1517,915.3420,542.1222,597.2322,734.3822,016.08
3.1916,552.8316,944.8018,301.5320,819.7222,684.5622,790.9922,037.56
3.1816,726.5517,346.1618,779.1621,112.0622,775.5022,850.3922,060.38
3.1717,011.5317,884.0619,216.5121,390.4322,863.0522,907.6422,082.50
3.1617,002.0418,455.1819,623.6321,663.0922,944.4022,962.2622,103.86
3.1317,431.0518,994.5220,057.8421,937.9523,024.8923,014.3122,125.22
3.1218,559.6319,658.2620,429.0322,173.4923,101.1223,057.9922,144.57
3.1119,416.0620,212.1620,767.8922,354.4923,164.2323,087.9122,158.02
3.1019,867.1220,548.9621,068.9022,496.7323,217.5723,108.3222,166.26
3.919,698.7620,792.0821,342.7322,630.2523,263.3923,125.5222,172.86
3.620,749.7521,121.1521,711.5322,761.4123,309.2923,142.2922,179.70
3.521,329.1221,199.7921,984.4722,866.6023,343.5623,148.8922,181.91
3.421,100.0621,323.6122,191.6322,942.0623,372.7723,149.0222,181.99
3.321,082.7321,588.8422,401.0023,031.8023,402.5323,155.8022,183.50
3.221,344.0821,893.3722,645.0523,141.5823,433.3223,163.8322,186.10
2.2821,142.9622,301.9122,879.4023,239.6323,459.8023,167.9522,189.00
2.2721,948.2322,769.1423,147.8823,355.1723,488.6123,175.3022,194.58
2.2622,426.1923,059.6423,339.1823,431.8223,506.0023,176.3122,196.38
2.2522,605.4123,213.1623,465.1623,498.1123,511.6623,172.2422,195.24
2.2123,386.7423,396.7323,587.4123,555.5523,515.9523,167.1822,193.52
2.2023,479.1523,456.9023,636.1023,577.4023,508.7023,154.1022,187.67
2.1923,400.7023,526.6123,620.1423,594.9023,501.9623,139.7622,181.28
2.1823,193.8023,618.7123,588.5323,619.8823,494.8523,125.3622,174.73
2.1723,523.2423,717.1523,566.3423,646.1523,489.6023,113.4322,170.15
2.1423,687.5923,778.1023,534.5423,654.8123,479.3023,098.0822,163.64
2.1323,827.7323,815.3023,463.5523,635.5023,465.1323,078.8022,156.05
2.1223,861.2123,713.6623,418.7223,625.4223,448.0823,056.5022,146.26
2.1023,685.9823,558.3423,354.1723,599.1723,429.8423,031.8122,135.51
2.723,827.9823,415.5323,319.9223,597.9923,413.3823,008.1422,125.52
2.623,873.5923,290.9723,319.8423,598.3823,395.3122,981.8522,115.39
2.523,319.5623,111.8023,312.0323,600.4323,373.1022,953.9722,104.83
2.423,084.5923,123.7723,383.2123,618.9723,352.8222,927.2722,097.27
2.322,971.9423,150.0023,461.2023,648.8123,332.3822,902.6822,090.47
1.3123,205.1823,224.3123,572.3623,682.7723,312.1822,879.1622,084.18
1.3022,977.7523,348.7123,655.9723,707.2323,290.6122,854.1522,075.68
1.2923,379.4023,512.2523,751.5123,742.7223,269.2522,828.9822,068.34
1.2823,215.7123,642.6423,805.2223,764.9223,242.9922,799.9822,057.47
1.2723,343.5123,772.4123,886.1723,798.9323,218.0022,772.3922,046.56
1.2423,827.1823,920.4123,936.8823,823.2923,197.1422,741.5622,036.74
1.2323,795.4423,963.2223,928.1423,831.1223,171.2522,710.4022,024.74
1.2224,031.3523,990.7623,869.0823,816.3023,144.0522,678.7222,010.65
1.2123,864.5623,967.8123,823.5123,790.7223,115.3522,644.6021,998.63
1.2024,083.5123,999.9323,757.5423,772.5423,091.1322,612.7221,987.35
1.1724,041.2623,953.3423,714.8523,746.4323,063.6222,577.5221,974.77
1.1623,933.1323,893.0623,694.5023,718.9623,037.7222,541.3021,962.48
1.1523,916.5823,747.3923,693.6823,693.6423,013.0022,506.0221,950.07
1.1424,025.1723,679.2223,680.3123,662.3822,988.0422,473.4121,936.93
1.1023,850.5723,515.1623,660.8523,636.5722,960.5122,437.7121,923.25
1.923,739.8723,476.3723,657.9023,623.7222,935.8622,406.0521,911.52
1.823,204.7623,495.9423,665.5823,605.8922,912.5022,374.5921,898.44
1.723,575.7223,639.9723,731.5923,614.0622,893.2422,347.7021,887.55
1.623,204.8623,681.4023,767.4623,608.5422,866.8622,317.8021,876.95
2020年の日経平均株価の移動平均線の時系列データ
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